{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches as patches\n",
    "from pathlib import Path\n",
    "import numpy as np\n",
    "import os\n",
    "import sys\n",
    "import glob\n",
    "import pandas as pd\n",
    "import xml.etree.ElementTree as et\n",
    "import datetime\n",
    "from skimage.io import imread, imsave\n",
    "from imageio import volread as imread\n",
    "\n",
    "import tifffile\n",
    "import pystackreg\n",
    "from pystackreg import StackReg\n",
    "from skimage.filters import threshold_otsu\n",
    "\n",
    "from pystackreg.util import to_uint16   # make sure version 0.2.5 (not anything below)\n",
    "from ims_to_tiff import convert_to_tif   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Converting to TIF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "!mkdir tif"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "cycles = glob.glob('Cycle_*')      # [-7:-4]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 4/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 5/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 4/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 5/10\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 4/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 5/10\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 5/10\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 9/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 8/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 8/10\n",
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      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 2\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
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     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
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     "text": [
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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     ]
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
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      "Z Levels: 11\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
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     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 5/10\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TimePoint 0/0 Z 6/10\n",
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      "TimePoint 0/0 Z 8/10\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
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      "File Breakdown\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "Time Points: 1\n",
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      "Native (rows, cols): (2048,2048)\n",
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      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n",
      "File Breakdown\n",
      "______________\n",
      "Channels: 4\n",
      "Time Points: 1\n",
      "Z Levels: 11\n",
      "Native (rows, cols): (2048,2048)\n",
      "______________\n",
      "TimePoint 0/0\n",
      "TimePoint 0/0 Z 1/10\n",
      "TimePoint 0/0 Z 2/10\n",
      "TimePoint 0/0 Z 3/10\n",
      "TimePoint 0/0 Z 4/10\n",
      "TimePoint 0/0 Z 5/10\n",
      "TimePoint 0/0 Z 6/10\n",
      "TimePoint 0/0 Z 7/10\n",
      "TimePoint 0/0 Z 8/10\n",
      "TimePoint 0/0 Z 9/10\n",
      "TimePoint 0/0 Z 10/10\n"
     ]
    }
   ],
   "source": [
    "error_files = []\n",
    "for i in cycles:\n",
    "    try:\n",
    "        sourceFile = i\n",
    "        destFile = 'tif/'+i[:-4]+'.tif'\n",
    "        convert_to_tif(sourceFile, destFile)\n",
    "    except:\n",
    "        print(f'{i} has B-tree error or import error')\n",
    "        error_files.append(i)\n",
    "        pass\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "225\n"
     ]
    }
   ],
   "source": [
    "num_set = set()\n",
    "for i in cycles:\n",
    "    num_set.add(i[-7:-4])\n",
    "print(len(num_set))   \n",
    "num_set = list(num_set)\n",
    "type(num_set)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [],
   "source": [
    "tiff_cycles = glob.glob('tif/Cycle_F*') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['000', '001', '002', '003', '004', '005', '006', '007', '008', '009', '010', '011', '012', '013', '014', '015', '016', '017', '018', '019', '020', '021', '022', '023', '024', '025', '026', '027', '028', '029', '030', '031', '032', '033', '034', '035', '036', '037', '038', '039', '040', '041', '042', '043', '044', '045', '046', '047', '048', '049', '050', '051', '052', '053', '054', '055', '056', '057', '058', '059', '060', '061', '062', '063', '064', '065', '066', '067', '068', '069', '070', '071', '072', '073', '074', '075', '076', '077', '078', '079', '080', '081', '082', '083', '084', '085', '086', '087', '088', '089', '090', '091', '092', '093', '094', '095', '096', '097', '098', '099', '100', '101', '102', '103', '104', '105', '106', '107', '108', '109', '110', '111', '112', '113', '114', '115', '116', '117', '118', '119', '120', '121', '122', '123', '124', '125', '126', '127', '128', '129', '130', '131', '132', '133', '134', '135', '136', '137', '138', '139', '140', '141', '142', '143', '144', '145', '146', '147', '148', '149', '150', '151', '152', '153', '154', '155', '156', '157', '158', '159', '160', '161', '162', '163', '164', '165', '166', '167', '168', '169', '170', '171', '172', '173', '174', '175', '176', '177', '178', '179', '180', '181', '182', '183', '184', '185', '186', '187', '188', '189', '190', '191', '192', '193', '194', '195', '196', '197', '198', '199', '200', '201', '202', '203', '204', '205', '206', '207', '208', '209', '210', '211', '212', '213', '214', '215', '216', '217', '218', '219', '220', '221', '222', '223', '224']\n"
     ]
    }
   ],
   "source": [
    "tif_num_list = []\n",
    "for i in tiff_cycles:\n",
    "    tif_num_list.append(i[-7:-4])\n",
    "print(tif_num_list)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "del_list = []\n",
    "for i in num_set:\n",
    "    if i not in tif_num_list:\n",
    "        del_list.append(i)\n",
    "del_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "for c in range(CYCLE_NUMS):\n",
    "    os.makedirs(f'tif/Cycle_{c}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "for c in range(CYCLE_NUMS):\n",
    "    if c == 0:\n",
    "        command = 'mv tif/Cycle_F* tif/Cycle_0'\n",
    "    else:\n",
    "        command = f'mv tif/Cycle_{c}_F* tif/Cycle_{c}'    \n",
    "    ! {command}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Registration (Testing)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(10, 2, 2048, 2048)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# test image sizes\n",
    "im1 = imread('tif/Cycle_8/Cycle_8_F099.tif')\n",
    "im1.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "CYCLE_NUMS = im1.shape[0]\n",
    "NUM_FOVS = 194\n",
    "NUM_DIGITS_OF_FOVS = len(str(NUM_FOVS))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "ref = imread('tif/Cycle_0/Cycle_F099.tif')\n",
    "mov = imread('tif/Cycle_9/Cycle_9_F099.tif')\n",
    "\n",
    "ref_max = ref.max(0)   # max proj of z for each channel in reference\n",
    "ref_binary = ref_max[0] > threshold_otsu(ref_max[0])  # binarizing for channels - T/F\n",
    "\n",
    "mov_max = mov.max(0)  # max projection by each cycle in for loop (ref above)\n",
    "mov_binary = mov_max[0] > threshold_otsu(mov_max[0]) # binary of moved image\n",
    "    \n",
    "sr = StackReg(StackReg.TRANSLATION)\n",
    "tmat = sr.register(ref_binary, mov_binary)   # creating transformation matrix \n",
    "out_binary = sr.transform(mov_binary) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 1.        ,  0.        ,  1.55295838],\n",
       "       [ 0.        ,  1.        , -1.26135309],\n",
       "       [ 0.        ,  0.        ,  1.        ]])"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tmat"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x4320 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axs = plt.subplots(1,2,figsize = (20,60))\n",
    "axs = axs.ravel()\n",
    "\n",
    "im_reg = np.zeros((2048, 2048,3)) # empty color image\n",
    "im_reg[...,0] = ref_binary\n",
    "im_reg[...,1] = out_binary\n",
    "    \n",
    "im_orig = np.zeros((2048, 2048,3))\n",
    "im_orig[...,0] = ref_binary\n",
    "im_orig[...,1] = mov_binary\n",
    "    \n",
    "axs[0].imshow(im_orig[0:1500, 0:1500])   #before reg\n",
    "    \n",
    "axs[1].imshow(im_reg[0:1500, 0:1500])   #after reg\n",
    "\n",
    "\n",
    "axs[0].title.set_text('Before Registration')\n",
    "axs[1].title.set_text('After Registration')\n",
    "\n",
    "for ax in axs.flat:\n",
    "    ax.set(xlabel='0:1500', ylabel='0:1500')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n",
      "going...\n"
     ]
    }
   ],
   "source": [
    "reg = np.zeros(mov.shape, dtype=np.uint16) # initialize with the right dtype\n",
    "for Z in range(mov.shape[0]): # Z \n",
    "    print(\"going...\")\n",
    "    for ch in range(mov.shape[1]): # channels\n",
    "        reg[Z,ch,...] = sr.transform(mov[Z,ch,...], tmat=tmat)\n",
    "        reg[Z,ch,...] = to_uint16(reg[Z,ch,...])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(900, 900)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reg_max = reg.max(0)\n",
    "reg_v = reg_max[0, ...]\n",
    "reg_v = reg_v[100:1000, 100:1000]\n",
    "reg_v.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[109 115 111 ... 107 110 106]\n",
      " [111 119 108 ... 109 111 109]\n",
      " [114 115 108 ... 107 114 111]\n",
      " ...\n",
      " [155 151 155 ... 106 108 111]\n",
      " [144 166 174 ... 115 110 106]\n",
      " [152 174 149 ... 112 109 111]]  \n",
      " \n",
      " [[107 112 113 ... 107 108 107]\n",
      " [107 109 115 ... 105 106 106]\n",
      " [113 110 112 ... 110 110 110]\n",
      " ...\n",
      " [152 149 131 ... 109 108 107]\n",
      " [152 162 147 ... 108 107 108]\n",
      " [162 173 175 ... 106 106 108]]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x4320 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "orig = imread('tif/Cycle_9/Cycle_9_F099.tif')\n",
    "orig = orig.max(0)\n",
    "orig = orig[0, ...]\n",
    "orig_v = orig[100:1000, 100:1000]\n",
    "#plt.imshow(orig_v, cmap=plt.cm.gray)\n",
    "\n",
    "# reg = imread(\"./CP_D2/MAX_a1_second.tif\")\n",
    "# reg = reg[1]\n",
    "# reg_v = reg[1000:3000, 1000:3000]\n",
    "# #plt.imshow(reg_v, cmap=plt.cm.gray)\n",
    "\n",
    "f, ax = plt.subplots(1,2, figsize = (20,60))\n",
    "ax[0].imshow(orig_v)\n",
    "ax[1].imshow(reg_v)\n",
    "ax[0].title.set_text('Before Registration (DNA Channel)')\n",
    "ax[1].title.set_text('After Registration (DNA Channel)')\n",
    "\n",
    "for ax in ax.flat:\n",
    "    ax.set(xlabel='100:1000', ylabel='100:1000')\n",
    "\n",
    "print(orig_v,\" \\n\" , \"\\n\",reg_v)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Registration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "for i in range(CYCLE_NUMS):\n",
    "    if i == 0:\n",
    "        continue\n",
    "    os.makedirs(f'tmat_Cyc_{i}')\n",
    "    os.makedirs(f'reg_bin_Cyc_{i}')\n",
    "    os.makedirs(f'reg_Cyc_{i}')            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 1 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F000_reg.tif\n",
      "cycle 1 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F001_reg.tif\n",
      "cycle 1 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F002_reg.tif\n",
      "cycle 1 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F003_reg.tif\n",
      "cycle 1 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F004_reg.tif\n",
      "cycle 1 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F005_reg.tif\n",
      "cycle 1 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F006_reg.tif\n",
      "cycle 1 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F007_reg.tif\n",
      "cycle 1 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F008_reg.tif\n",
      "cycle 1 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F009_reg.tif\n",
      "cycle 1 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F010_reg.tif\n",
      "cycle 1 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F011_reg.tif\n",
      "cycle 1 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F012_reg.tif\n",
      "cycle 1 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F013_reg.tif\n",
      "cycle 1 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F014_reg.tif\n",
      "cycle 1 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F015_reg.tif\n",
      "cycle 1 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F016_reg.tif\n",
      "cycle 1 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F017_reg.tif\n",
      "cycle 1 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F018_reg.tif\n",
      "cycle 1 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F019_reg.tif\n",
      "cycle 1 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F020_reg.tif\n",
      "cycle 1 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F021_reg.tif\n",
      "cycle 1 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F022_reg.tif\n",
      "cycle 1 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F023_reg.tif\n",
      "cycle 1 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F024_reg.tif\n",
      "cycle 1 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F025_reg.tif\n",
      "cycle 1 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F026_reg.tif\n",
      "cycle 1 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F027_reg.tif\n",
      "cycle 1 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F028_reg.tif\n",
      "cycle 1 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F029_reg.tif\n",
      "cycle 1 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F030_reg.tif\n",
      "cycle 1 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F031_reg.tif\n",
      "cycle 1 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F032_reg.tif\n",
      "cycle 1 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F033_reg.tif\n",
      "cycle 1 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F034_reg.tif\n",
      "cycle 1 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F035_reg.tif\n",
      "cycle 1 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F036_reg.tif\n",
      "cycle 1 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F037_reg.tif\n",
      "cycle 1 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F038_reg.tif\n",
      "cycle 1 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F039_reg.tif\n",
      "cycle 1 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F040_reg.tif\n",
      "cycle 1 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F041_reg.tif\n",
      "cycle 1 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F042_reg.tif\n",
      "cycle 1 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F043_reg.tif\n",
      "cycle 1 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F044_reg.tif\n",
      "cycle 1 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F045_reg.tif\n",
      "cycle 1 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F046_reg.tif\n",
      "cycle 1 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F047_reg.tif\n",
      "cycle 1 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F048_reg.tif\n",
      "cycle 1 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F049_reg.tif\n",
      "cycle 1 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F075_reg.tif\n",
      "cycle 1 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F076_reg.tif\n",
      "cycle 1 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F077_reg.tif\n",
      "cycle 1 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F078_reg.tif\n",
      "cycle 1 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F079_reg.tif\n",
      "cycle 1 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F080_reg.tif\n",
      "cycle 1 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F081_reg.tif\n",
      "cycle 1 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F082_reg.tif\n",
      "cycle 1 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F084_reg.tif\n",
      "cycle 1 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F085_reg.tif\n",
      "cycle 1 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F086_reg.tif\n",
      "cycle 1 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F087_reg.tif\n",
      "cycle 1 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F088_reg.tif\n",
      "cycle 1 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F089_reg.tif\n",
      "cycle 1 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F090_reg.tif\n",
      "cycle 1 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F091_reg.tif\n",
      "cycle 1 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F092_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 1 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F093_reg.tif\n",
      "cycle 1 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F094_reg.tif\n",
      "cycle 1 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F095_reg.tif\n",
      "cycle 1 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F096_reg.tif\n",
      "cycle 1 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F097_reg.tif\n",
      "cycle 1 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F098_reg.tif\n",
      "cycle 1 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F099_reg.tif\n",
      "cycle 1 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F100_reg.tif\n",
      "cycle 1 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F101_reg.tif\n",
      "cycle 1 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F102_reg.tif\n",
      "cycle 1 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F103_reg.tif\n",
      "cycle 1 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F104_reg.tif\n",
      "cycle 1 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F105_reg.tif\n",
      "cycle 1 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F106_reg.tif\n",
      "cycle 1 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F107_reg.tif\n",
      "cycle 1 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F108_reg.tif\n",
      "cycle 1 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F109_reg.tif\n",
      "cycle 1 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F110_reg.tif\n",
      "cycle 1 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F112_reg.tif\n",
      "cycle 1 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F113_reg.tif\n",
      "cycle 1 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F114_reg.tif\n",
      "cycle 1 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F115_reg.tif\n",
      "cycle 1 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F116_reg.tif\n",
      "cycle 1 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F117_reg.tif\n",
      "cycle 1 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F118_reg.tif\n",
      "cycle 1 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F119_reg.tif\n",
      "cycle 1 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F120_reg.tif\n",
      "cycle 1 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F121_reg.tif\n",
      "cycle 1 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F122_reg.tif\n",
      "cycle 1 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F123_reg.tif\n",
      "cycle 1 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F124_reg.tif\n",
      "cycle 1 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F125_reg.tif\n",
      "cycle 1 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F126_reg.tif\n",
      "cycle 1 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F127_reg.tif\n",
      "cycle 1 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F128_reg.tif\n",
      "cycle 1 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F129_reg.tif\n",
      "cycle 1 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F130_reg.tif\n",
      "cycle 1 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F132_reg.tif\n",
      "cycle 1 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F133_reg.tif\n",
      "cycle 1 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F134_reg.tif\n",
      "cycle 1 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F135_reg.tif\n",
      "cycle 1 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F136_reg.tif\n",
      "cycle 1 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F137_reg.tif\n",
      "cycle 1 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F138_reg.tif\n",
      "cycle 1 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F139_reg.tif\n",
      "cycle 1 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F140_reg.tif\n",
      "cycle 1 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F141_reg.tif\n",
      "cycle 1 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F142_reg.tif\n",
      "cycle 1 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F143_reg.tif\n",
      "cycle 1 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F144_reg.tif\n",
      "cycle 1 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F145_reg.tif\n",
      "cycle 1 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F146_reg.tif\n",
      "cycle 1 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F147_reg.tif\n",
      "cycle 1 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F148_reg.tif\n",
      "cycle 1 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F149_reg.tif\n",
      "cycle 1 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F150_reg.tif\n",
      "cycle 1 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F151_reg.tif\n",
      "cycle 1 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F152_reg.tif\n",
      "cycle 1 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F153_reg.tif\n",
      "cycle 1 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F154_reg.tif\n",
      "cycle 1 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F155_reg.tif\n",
      "cycle 1 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F156_reg.tif\n",
      "cycle 1 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F157_reg.tif\n",
      "cycle 1 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F158_reg.tif\n",
      "cycle 1 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F159_reg.tif\n",
      "cycle 1 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F160_reg.tif\n",
      "cycle 1 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F161_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 1 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F162_reg.tif\n",
      "cycle 1 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F163_reg.tif\n",
      "cycle 1 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F164_reg.tif\n",
      "cycle 1 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F165_reg.tif\n",
      "cycle 1 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F166_reg.tif\n",
      "cycle 1 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F167_reg.tif\n",
      "cycle 1 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F168_reg.tif\n",
      "cycle 1 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F169_reg.tif\n",
      "cycle 1 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F170_reg.tif\n",
      "cycle 1 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F171_reg.tif\n",
      "cycle 1 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F173_reg.tif\n",
      "cycle 1 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F174_reg.tif\n",
      "cycle 1 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F175_reg.tif\n",
      "cycle 1 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F176_reg.tif\n",
      "cycle 1 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F177_reg.tif\n",
      "cycle 1 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F178_reg.tif\n",
      "cycle 1 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F179_reg.tif\n",
      "cycle 1 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F180_reg.tif\n",
      "cycle 1 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F181_reg.tif\n",
      "cycle 1 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F182_reg.tif\n",
      "cycle 1 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F183_reg.tif\n",
      "cycle 1 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F184_reg.tif\n",
      "cycle 1 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F185_reg.tif\n",
      "cycle 1 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F186_reg.tif\n",
      "cycle 1 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F187_reg.tif\n",
      "cycle 1 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F188_reg.tif\n",
      "cycle 1 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F189_reg.tif\n",
      "cycle 1 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F190_reg.tif\n",
      "cycle 1 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F191_reg.tif\n",
      "cycle 1 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F192_reg.tif\n",
      "cycle 1 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F193_reg.tif\n",
      "cycle 1 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F194_reg.tif\n",
      "cycle 1 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F195_reg.tif\n",
      "cycle 1 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F196_reg.tif\n",
      "cycle 1 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F197_reg.tif\n",
      "cycle 1 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F198_reg.tif\n",
      "cycle 1 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F200_reg.tif\n",
      "cycle 1 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F201_reg.tif\n",
      "cycle 1 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F203_reg.tif\n",
      "cycle 1 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F204_reg.tif\n",
      "cycle 1 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F205_reg.tif\n",
      "cycle 1 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F206_reg.tif\n",
      "cycle 1 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F207_reg.tif\n",
      "cycle 1 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F208_reg.tif\n",
      "cycle 1 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F209_reg.tif\n",
      "cycle 1 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F210_reg.tif\n",
      "cycle 1 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F211_reg.tif\n",
      "cycle 1 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F212_reg.tif\n",
      "cycle 1 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F213_reg.tif\n",
      "cycle 1 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F214_reg.tif\n",
      "cycle 1 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F215_reg.tif\n",
      "cycle 1 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F216_reg.tif\n",
      "cycle 1 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F217_reg.tif\n",
      "cycle 1 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F218_reg.tif\n",
      "cycle 1 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F219_reg.tif\n",
      "cycle 1 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F220_reg.tif\n",
      "cycle 1 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F221_reg.tif\n",
      "cycle 1 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F222_reg.tif\n",
      "cycle 1 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F223_reg.tif\n",
      "cycle 1 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_1/Cycle_1_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_1/Cycle_1_F224_reg.tif\n",
      "cycle 2 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F000_reg.tif\n",
      "cycle 2 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F001_reg.tif\n",
      "cycle 2 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F002_reg.tif\n",
      "cycle 2 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F003_reg.tif\n",
      "cycle 2 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F004_reg.tif\n",
      "cycle 2 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F005_reg.tif\n",
      "cycle 2 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F006_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 2 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F007_reg.tif\n",
      "cycle 2 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F008_reg.tif\n",
      "cycle 2 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F009_reg.tif\n",
      "cycle 2 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F010_reg.tif\n",
      "cycle 2 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F011_reg.tif\n",
      "cycle 2 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F012_reg.tif\n",
      "cycle 2 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F013_reg.tif\n",
      "cycle 2 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F014_reg.tif\n",
      "cycle 2 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F015_reg.tif\n",
      "cycle 2 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F016_reg.tif\n",
      "cycle 2 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F017_reg.tif\n",
      "cycle 2 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F018_reg.tif\n",
      "cycle 2 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F019_reg.tif\n",
      "cycle 2 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F020_reg.tif\n",
      "cycle 2 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F021_reg.tif\n",
      "cycle 2 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F022_reg.tif\n",
      "cycle 2 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F023_reg.tif\n",
      "cycle 2 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F024_reg.tif\n",
      "cycle 2 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F025_reg.tif\n",
      "cycle 2 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F026_reg.tif\n",
      "cycle 2 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F027_reg.tif\n",
      "cycle 2 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F028_reg.tif\n",
      "cycle 2 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F029_reg.tif\n",
      "cycle 2 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F030_reg.tif\n",
      "cycle 2 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F031_reg.tif\n",
      "cycle 2 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F032_reg.tif\n",
      "cycle 2 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F033_reg.tif\n",
      "cycle 2 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F034_reg.tif\n",
      "cycle 2 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F035_reg.tif\n",
      "cycle 2 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F036_reg.tif\n",
      "cycle 2 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F037_reg.tif\n",
      "cycle 2 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F038_reg.tif\n",
      "cycle 2 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F039_reg.tif\n",
      "cycle 2 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F040_reg.tif\n",
      "cycle 2 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F041_reg.tif\n",
      "cycle 2 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F042_reg.tif\n",
      "cycle 2 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F043_reg.tif\n",
      "cycle 2 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F044_reg.tif\n",
      "cycle 2 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F045_reg.tif\n",
      "cycle 2 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F046_reg.tif\n",
      "cycle 2 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F047_reg.tif\n",
      "cycle 2 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F048_reg.tif\n",
      "cycle 2 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F049_reg.tif\n",
      "cycle 2 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F075_reg.tif\n",
      "cycle 2 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F076_reg.tif\n",
      "cycle 2 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F077_reg.tif\n",
      "cycle 2 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F078_reg.tif\n",
      "cycle 2 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F079_reg.tif\n",
      "cycle 2 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F080_reg.tif\n",
      "cycle 2 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F081_reg.tif\n",
      "cycle 2 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F082_reg.tif\n",
      "cycle 2 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F084_reg.tif\n",
      "cycle 2 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F085_reg.tif\n",
      "cycle 2 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F086_reg.tif\n",
      "cycle 2 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F087_reg.tif\n",
      "cycle 2 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F088_reg.tif\n",
      "cycle 2 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F089_reg.tif\n",
      "cycle 2 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F090_reg.tif\n",
      "cycle 2 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F091_reg.tif\n",
      "cycle 2 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F092_reg.tif\n",
      "cycle 2 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F093_reg.tif\n",
      "cycle 2 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F094_reg.tif\n",
      "cycle 2 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F095_reg.tif\n",
      "cycle 2 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F096_reg.tif\n",
      "cycle 2 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F097_reg.tif\n",
      "cycle 2 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F098_reg.tif\n",
      "cycle 2 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F099_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 2 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F100_reg.tif\n",
      "cycle 2 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F101_reg.tif\n",
      "cycle 2 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F102_reg.tif\n",
      "cycle 2 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F103_reg.tif\n",
      "cycle 2 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F104_reg.tif\n",
      "cycle 2 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F105_reg.tif\n",
      "cycle 2 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F106_reg.tif\n",
      "cycle 2 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F107_reg.tif\n",
      "cycle 2 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F108_reg.tif\n",
      "cycle 2 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F109_reg.tif\n",
      "cycle 2 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F110_reg.tif\n",
      "cycle 2 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F112_reg.tif\n",
      "cycle 2 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F113_reg.tif\n",
      "cycle 2 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F114_reg.tif\n",
      "cycle 2 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F115_reg.tif\n",
      "cycle 2 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F116_reg.tif\n",
      "cycle 2 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F117_reg.tif\n",
      "cycle 2 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F118_reg.tif\n",
      "cycle 2 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F119_reg.tif\n",
      "cycle 2 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F120_reg.tif\n",
      "cycle 2 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F121_reg.tif\n",
      "cycle 2 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F122_reg.tif\n",
      "cycle 2 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F123_reg.tif\n",
      "cycle 2 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F124_reg.tif\n",
      "cycle 2 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F125_reg.tif\n",
      "cycle 2 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F126_reg.tif\n",
      "cycle 2 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F127_reg.tif\n",
      "cycle 2 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F128_reg.tif\n",
      "cycle 2 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F129_reg.tif\n",
      "cycle 2 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F130_reg.tif\n",
      "cycle 2 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F132_reg.tif\n",
      "cycle 2 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F133_reg.tif\n",
      "cycle 2 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F134_reg.tif\n",
      "cycle 2 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F135_reg.tif\n",
      "cycle 2 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F136_reg.tif\n",
      "cycle 2 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F137_reg.tif\n",
      "cycle 2 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F138_reg.tif\n",
      "cycle 2 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F139_reg.tif\n",
      "cycle 2 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F140_reg.tif\n",
      "cycle 2 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F141_reg.tif\n",
      "cycle 2 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F142_reg.tif\n",
      "cycle 2 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F143_reg.tif\n",
      "cycle 2 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F144_reg.tif\n",
      "cycle 2 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F145_reg.tif\n",
      "cycle 2 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F146_reg.tif\n",
      "cycle 2 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F147_reg.tif\n",
      "cycle 2 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F148_reg.tif\n",
      "cycle 2 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F149_reg.tif\n",
      "cycle 2 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F150_reg.tif\n",
      "cycle 2 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F151_reg.tif\n",
      "cycle 2 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F152_reg.tif\n",
      "cycle 2 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F153_reg.tif\n",
      "cycle 2 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F154_reg.tif\n",
      "cycle 2 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F155_reg.tif\n",
      "cycle 2 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F156_reg.tif\n",
      "cycle 2 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F157_reg.tif\n",
      "cycle 2 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F158_reg.tif\n",
      "cycle 2 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F159_reg.tif\n",
      "cycle 2 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F160_reg.tif\n",
      "cycle 2 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F161_reg.tif\n",
      "cycle 2 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F162_reg.tif\n",
      "cycle 2 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F163_reg.tif\n",
      "cycle 2 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F164_reg.tif\n",
      "cycle 2 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F165_reg.tif\n",
      "cycle 2 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F166_reg.tif\n",
      "cycle 2 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F167_reg.tif\n",
      "cycle 2 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F168_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 2 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F169_reg.tif\n",
      "cycle 2 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F170_reg.tif\n",
      "cycle 2 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F171_reg.tif\n",
      "cycle 2 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F173_reg.tif\n",
      "cycle 2 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F174_reg.tif\n",
      "cycle 2 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F175_reg.tif\n",
      "cycle 2 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F176_reg.tif\n",
      "cycle 2 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F177_reg.tif\n",
      "cycle 2 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F178_reg.tif\n",
      "cycle 2 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F179_reg.tif\n",
      "cycle 2 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F180_reg.tif\n",
      "cycle 2 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F181_reg.tif\n",
      "cycle 2 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F182_reg.tif\n",
      "cycle 2 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F183_reg.tif\n",
      "cycle 2 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F184_reg.tif\n",
      "cycle 2 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F185_reg.tif\n",
      "cycle 2 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F186_reg.tif\n",
      "cycle 2 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F187_reg.tif\n",
      "cycle 2 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F188_reg.tif\n",
      "cycle 2 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F189_reg.tif\n",
      "cycle 2 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F190_reg.tif\n",
      "cycle 2 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F191_reg.tif\n",
      "cycle 2 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F192_reg.tif\n",
      "cycle 2 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F193_reg.tif\n",
      "cycle 2 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F194_reg.tif\n",
      "cycle 2 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F195_reg.tif\n",
      "cycle 2 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F196_reg.tif\n",
      "cycle 2 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F197_reg.tif\n",
      "cycle 2 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F198_reg.tif\n",
      "cycle 2 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F200_reg.tif\n",
      "cycle 2 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F201_reg.tif\n",
      "cycle 2 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F203_reg.tif\n",
      "cycle 2 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F204_reg.tif\n",
      "cycle 2 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F205_reg.tif\n",
      "cycle 2 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F206_reg.tif\n",
      "cycle 2 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F207_reg.tif\n",
      "cycle 2 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F208_reg.tif\n",
      "cycle 2 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F209_reg.tif\n",
      "cycle 2 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F210_reg.tif\n",
      "cycle 2 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F211_reg.tif\n",
      "cycle 2 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F212_reg.tif\n",
      "cycle 2 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F213_reg.tif\n",
      "cycle 2 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F214_reg.tif\n",
      "cycle 2 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F215_reg.tif\n",
      "cycle 2 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F216_reg.tif\n",
      "cycle 2 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F217_reg.tif\n",
      "cycle 2 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F218_reg.tif\n",
      "cycle 2 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F219_reg.tif\n",
      "cycle 2 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F220_reg.tif\n",
      "cycle 2 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F221_reg.tif\n",
      "cycle 2 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F222_reg.tif\n",
      "cycle 2 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F223_reg.tif\n",
      "cycle 2 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_2/Cycle_2_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_2/Cycle_2_F224_reg.tif\n",
      "cycle 3 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F000_reg.tif\n",
      "cycle 3 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F001_reg.tif\n",
      "cycle 3 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F002_reg.tif\n",
      "cycle 3 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F003_reg.tif\n",
      "cycle 3 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F004_reg.tif\n",
      "cycle 3 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F005_reg.tif\n",
      "cycle 3 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F006_reg.tif\n",
      "cycle 3 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F007_reg.tif\n",
      "cycle 3 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F008_reg.tif\n",
      "cycle 3 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F009_reg.tif\n",
      "cycle 3 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F010_reg.tif\n",
      "cycle 3 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F011_reg.tif\n",
      "cycle 3 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F012_reg.tif\n",
      "cycle 3 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F013_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 3 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F014_reg.tif\n",
      "cycle 3 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F015_reg.tif\n",
      "cycle 3 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F016_reg.tif\n",
      "cycle 3 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F017_reg.tif\n",
      "cycle 3 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F018_reg.tif\n",
      "cycle 3 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F019_reg.tif\n",
      "cycle 3 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F020_reg.tif\n",
      "cycle 3 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F021_reg.tif\n",
      "cycle 3 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F022_reg.tif\n",
      "cycle 3 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F023_reg.tif\n",
      "cycle 3 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F024_reg.tif\n",
      "cycle 3 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F025_reg.tif\n",
      "cycle 3 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F026_reg.tif\n",
      "cycle 3 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F027_reg.tif\n",
      "cycle 3 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F028_reg.tif\n",
      "cycle 3 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F029_reg.tif\n",
      "cycle 3 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F030_reg.tif\n",
      "cycle 3 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F031_reg.tif\n",
      "cycle 3 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F032_reg.tif\n",
      "cycle 3 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F033_reg.tif\n",
      "cycle 3 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F034_reg.tif\n",
      "cycle 3 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F035_reg.tif\n",
      "cycle 3 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F036_reg.tif\n",
      "cycle 3 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F037_reg.tif\n",
      "cycle 3 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F038_reg.tif\n",
      "cycle 3 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F039_reg.tif\n",
      "cycle 3 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F040_reg.tif\n",
      "cycle 3 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F041_reg.tif\n",
      "cycle 3 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F042_reg.tif\n",
      "cycle 3 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F043_reg.tif\n",
      "cycle 3 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F044_reg.tif\n",
      "cycle 3 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F045_reg.tif\n",
      "cycle 3 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F046_reg.tif\n",
      "cycle 3 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F047_reg.tif\n",
      "cycle 3 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F048_reg.tif\n",
      "cycle 3 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F049_reg.tif\n",
      "cycle 3 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F075_reg.tif\n",
      "cycle 3 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F076_reg.tif\n",
      "cycle 3 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F077_reg.tif\n",
      "cycle 3 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F078_reg.tif\n",
      "cycle 3 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F079_reg.tif\n",
      "cycle 3 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F080_reg.tif\n",
      "cycle 3 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F081_reg.tif\n",
      "cycle 3 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F082_reg.tif\n",
      "cycle 3 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F084_reg.tif\n",
      "cycle 3 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F085_reg.tif\n",
      "cycle 3 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F086_reg.tif\n",
      "cycle 3 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F087_reg.tif\n",
      "cycle 3 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F088_reg.tif\n",
      "cycle 3 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F089_reg.tif\n",
      "cycle 3 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F090_reg.tif\n",
      "cycle 3 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F091_reg.tif\n",
      "cycle 3 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F092_reg.tif\n",
      "cycle 3 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F093_reg.tif\n",
      "cycle 3 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F094_reg.tif\n",
      "cycle 3 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F095_reg.tif\n",
      "cycle 3 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F096_reg.tif\n",
      "cycle 3 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F097_reg.tif\n",
      "cycle 3 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F098_reg.tif\n",
      "cycle 3 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F099_reg.tif\n",
      "cycle 3 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F100_reg.tif\n",
      "cycle 3 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F101_reg.tif\n",
      "cycle 3 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F102_reg.tif\n",
      "cycle 3 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F103_reg.tif\n",
      "cycle 3 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F104_reg.tif\n",
      "cycle 3 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F105_reg.tif\n",
      "cycle 3 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F106_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 3 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F107_reg.tif\n",
      "cycle 3 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F108_reg.tif\n",
      "cycle 3 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F109_reg.tif\n",
      "cycle 3 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F110_reg.tif\n",
      "cycle 3 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F112_reg.tif\n",
      "cycle 3 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F113_reg.tif\n",
      "cycle 3 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F114_reg.tif\n",
      "cycle 3 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F115_reg.tif\n",
      "cycle 3 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F116_reg.tif\n",
      "cycle 3 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F117_reg.tif\n",
      "cycle 3 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F118_reg.tif\n",
      "cycle 3 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F119_reg.tif\n",
      "cycle 3 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F120_reg.tif\n",
      "cycle 3 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F121_reg.tif\n",
      "cycle 3 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F122_reg.tif\n",
      "cycle 3 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F123_reg.tif\n",
      "cycle 3 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F124_reg.tif\n",
      "cycle 3 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F125_reg.tif\n",
      "cycle 3 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F126_reg.tif\n",
      "cycle 3 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F127_reg.tif\n",
      "cycle 3 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F128_reg.tif\n",
      "cycle 3 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F129_reg.tif\n",
      "cycle 3 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F130_reg.tif\n",
      "cycle 3 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F132_reg.tif\n",
      "cycle 3 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F133_reg.tif\n",
      "cycle 3 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F134_reg.tif\n",
      "cycle 3 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F135_reg.tif\n",
      "cycle 3 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F136_reg.tif\n",
      "cycle 3 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F137_reg.tif\n",
      "cycle 3 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F138_reg.tif\n",
      "cycle 3 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F139_reg.tif\n",
      "cycle 3 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F140_reg.tif\n",
      "cycle 3 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F141_reg.tif\n",
      "cycle 3 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F142_reg.tif\n",
      "cycle 3 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F143_reg.tif\n",
      "cycle 3 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F144_reg.tif\n",
      "cycle 3 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F145_reg.tif\n",
      "cycle 3 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F146_reg.tif\n",
      "cycle 3 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F147_reg.tif\n",
      "cycle 3 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F148_reg.tif\n",
      "cycle 3 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F149_reg.tif\n",
      "cycle 3 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F150_reg.tif\n",
      "cycle 3 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F151_reg.tif\n",
      "cycle 3 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F152_reg.tif\n",
      "cycle 3 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F153_reg.tif\n",
      "cycle 3 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F154_reg.tif\n",
      "cycle 3 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F155_reg.tif\n",
      "cycle 3 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F156_reg.tif\n",
      "cycle 3 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F157_reg.tif\n",
      "cycle 3 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F158_reg.tif\n",
      "cycle 3 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F159_reg.tif\n",
      "cycle 3 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F160_reg.tif\n",
      "cycle 3 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F161_reg.tif\n",
      "cycle 3 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F162_reg.tif\n",
      "cycle 3 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F163_reg.tif\n",
      "cycle 3 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F164_reg.tif\n",
      "cycle 3 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F165_reg.tif\n",
      "cycle 3 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F166_reg.tif\n",
      "cycle 3 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F167_reg.tif\n",
      "cycle 3 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F168_reg.tif\n",
      "cycle 3 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F169_reg.tif\n",
      "cycle 3 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F170_reg.tif\n",
      "cycle 3 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F171_reg.tif\n",
      "cycle 3 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F173_reg.tif\n",
      "cycle 3 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F174_reg.tif\n",
      "cycle 3 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F175_reg.tif\n",
      "cycle 3 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F176_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 3 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F177_reg.tif\n",
      "cycle 3 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F178_reg.tif\n",
      "cycle 3 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F179_reg.tif\n",
      "cycle 3 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F180_reg.tif\n",
      "cycle 3 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F181_reg.tif\n",
      "cycle 3 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F182_reg.tif\n",
      "cycle 3 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F183_reg.tif\n",
      "cycle 3 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F184_reg.tif\n",
      "cycle 3 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F185_reg.tif\n",
      "cycle 3 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F186_reg.tif\n",
      "cycle 3 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F187_reg.tif\n",
      "cycle 3 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F188_reg.tif\n",
      "cycle 3 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F189_reg.tif\n",
      "cycle 3 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F190_reg.tif\n",
      "cycle 3 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F191_reg.tif\n",
      "cycle 3 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F192_reg.tif\n",
      "cycle 3 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F193_reg.tif\n",
      "cycle 3 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F194_reg.tif\n",
      "cycle 3 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F195_reg.tif\n",
      "cycle 3 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F196_reg.tif\n",
      "cycle 3 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F197_reg.tif\n",
      "cycle 3 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F198_reg.tif\n",
      "cycle 3 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F200_reg.tif\n",
      "cycle 3 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F201_reg.tif\n",
      "cycle 3 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F203_reg.tif\n",
      "cycle 3 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F204_reg.tif\n",
      "cycle 3 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F205_reg.tif\n",
      "cycle 3 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F206_reg.tif\n",
      "cycle 3 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F207_reg.tif\n",
      "cycle 3 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F208_reg.tif\n",
      "cycle 3 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F209_reg.tif\n",
      "cycle 3 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F210_reg.tif\n",
      "cycle 3 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F211_reg.tif\n",
      "cycle 3 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F212_reg.tif\n",
      "cycle 3 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F213_reg.tif\n",
      "cycle 3 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F214_reg.tif\n",
      "cycle 3 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F215_reg.tif\n",
      "cycle 3 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F216_reg.tif\n",
      "cycle 3 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F217_reg.tif\n",
      "cycle 3 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F218_reg.tif\n",
      "cycle 3 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F219_reg.tif\n",
      "cycle 3 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F220_reg.tif\n",
      "cycle 3 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F221_reg.tif\n",
      "cycle 3 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F222_reg.tif\n",
      "cycle 3 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F223_reg.tif\n",
      "cycle 3 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_3/Cycle_3_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_3/Cycle_3_F224_reg.tif\n",
      "cycle 4 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F000_reg.tif\n",
      "cycle 4 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F001_reg.tif\n",
      "cycle 4 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F002_reg.tif\n",
      "cycle 4 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F003_reg.tif\n",
      "cycle 4 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F004_reg.tif\n",
      "cycle 4 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F005_reg.tif\n",
      "cycle 4 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F006_reg.tif\n",
      "cycle 4 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F007_reg.tif\n",
      "cycle 4 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F008_reg.tif\n",
      "cycle 4 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F009_reg.tif\n",
      "cycle 4 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F010_reg.tif\n",
      "cycle 4 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F011_reg.tif\n",
      "cycle 4 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F012_reg.tif\n",
      "cycle 4 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F013_reg.tif\n",
      "cycle 4 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F014_reg.tif\n",
      "cycle 4 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F015_reg.tif\n",
      "cycle 4 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F016_reg.tif\n",
      "cycle 4 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F017_reg.tif\n",
      "cycle 4 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F018_reg.tif\n",
      "cycle 4 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F019_reg.tif\n",
      "cycle 4 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F020_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 4 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F021_reg.tif\n",
      "cycle 4 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F022_reg.tif\n",
      "cycle 4 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F023_reg.tif\n",
      "cycle 4 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F024_reg.tif\n",
      "cycle 4 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F025_reg.tif\n",
      "cycle 4 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F026_reg.tif\n",
      "cycle 4 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F027_reg.tif\n",
      "cycle 4 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F028_reg.tif\n",
      "cycle 4 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F029_reg.tif\n",
      "cycle 4 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F030_reg.tif\n",
      "cycle 4 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F031_reg.tif\n",
      "cycle 4 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F032_reg.tif\n",
      "cycle 4 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F033_reg.tif\n",
      "cycle 4 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F034_reg.tif\n",
      "cycle 4 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F035_reg.tif\n",
      "cycle 4 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F036_reg.tif\n",
      "cycle 4 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F037_reg.tif\n",
      "cycle 4 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F038_reg.tif\n",
      "cycle 4 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F039_reg.tif\n",
      "cycle 4 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F040_reg.tif\n",
      "cycle 4 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F041_reg.tif\n",
      "cycle 4 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F042_reg.tif\n",
      "cycle 4 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F043_reg.tif\n",
      "cycle 4 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F044_reg.tif\n",
      "cycle 4 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F045_reg.tif\n",
      "cycle 4 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F046_reg.tif\n",
      "cycle 4 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F047_reg.tif\n",
      "cycle 4 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F048_reg.tif\n",
      "cycle 4 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F049_reg.tif\n",
      "cycle 4 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F075_reg.tif\n",
      "cycle 4 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F076_reg.tif\n",
      "cycle 4 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F077_reg.tif\n",
      "cycle 4 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F078_reg.tif\n",
      "cycle 4 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F079_reg.tif\n",
      "cycle 4 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F080_reg.tif\n",
      "cycle 4 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F081_reg.tif\n",
      "cycle 4 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F082_reg.tif\n",
      "cycle 4 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F084_reg.tif\n",
      "cycle 4 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F085_reg.tif\n",
      "cycle 4 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F086_reg.tif\n",
      "cycle 4 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F087_reg.tif\n",
      "cycle 4 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F088_reg.tif\n",
      "cycle 4 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F089_reg.tif\n",
      "cycle 4 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F090_reg.tif\n",
      "cycle 4 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F091_reg.tif\n",
      "cycle 4 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F092_reg.tif\n",
      "cycle 4 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F093_reg.tif\n",
      "cycle 4 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F094_reg.tif\n",
      "cycle 4 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F095_reg.tif\n",
      "cycle 4 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F096_reg.tif\n",
      "cycle 4 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F097_reg.tif\n",
      "cycle 4 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F098_reg.tif\n",
      "cycle 4 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F099_reg.tif\n",
      "cycle 4 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F100_reg.tif\n",
      "cycle 4 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F101_reg.tif\n",
      "cycle 4 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F102_reg.tif\n",
      "cycle 4 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F103_reg.tif\n",
      "cycle 4 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F104_reg.tif\n",
      "cycle 4 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F105_reg.tif\n",
      "cycle 4 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F106_reg.tif\n",
      "cycle 4 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F107_reg.tif\n",
      "cycle 4 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F108_reg.tif\n",
      "cycle 4 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F109_reg.tif\n",
      "cycle 4 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F110_reg.tif\n",
      "cycle 4 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F112_reg.tif\n",
      "cycle 4 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F113_reg.tif\n",
      "cycle 4 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F114_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 4 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F115_reg.tif\n",
      "cycle 4 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F116_reg.tif\n",
      "cycle 4 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F117_reg.tif\n",
      "cycle 4 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F118_reg.tif\n",
      "cycle 4 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F119_reg.tif\n",
      "cycle 4 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F120_reg.tif\n",
      "cycle 4 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F121_reg.tif\n",
      "cycle 4 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F122_reg.tif\n",
      "cycle 4 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F123_reg.tif\n",
      "cycle 4 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F124_reg.tif\n",
      "cycle 4 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F125_reg.tif\n",
      "cycle 4 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F126_reg.tif\n",
      "cycle 4 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F127_reg.tif\n",
      "cycle 4 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F128_reg.tif\n",
      "cycle 4 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F129_reg.tif\n",
      "cycle 4 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F130_reg.tif\n",
      "cycle 4 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F132_reg.tif\n",
      "cycle 4 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F133_reg.tif\n",
      "cycle 4 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F134_reg.tif\n",
      "cycle 4 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F135_reg.tif\n",
      "cycle 4 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F136_reg.tif\n",
      "cycle 4 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F137_reg.tif\n",
      "cycle 4 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F138_reg.tif\n",
      "cycle 4 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F139_reg.tif\n",
      "cycle 4 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F140_reg.tif\n",
      "cycle 4 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F141_reg.tif\n",
      "cycle 4 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F142_reg.tif\n",
      "cycle 4 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F143_reg.tif\n",
      "cycle 4 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F144_reg.tif\n",
      "cycle 4 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F145_reg.tif\n",
      "cycle 4 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F146_reg.tif\n",
      "cycle 4 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F147_reg.tif\n",
      "cycle 4 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F148_reg.tif\n",
      "cycle 4 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F149_reg.tif\n",
      "cycle 4 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F150_reg.tif\n",
      "cycle 4 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F151_reg.tif\n",
      "cycle 4 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F152_reg.tif\n",
      "cycle 4 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F153_reg.tif\n",
      "cycle 4 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F154_reg.tif\n",
      "cycle 4 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F155_reg.tif\n",
      "cycle 4 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F156_reg.tif\n",
      "cycle 4 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F157_reg.tif\n",
      "cycle 4 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F158_reg.tif\n",
      "cycle 4 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F159_reg.tif\n",
      "cycle 4 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F160_reg.tif\n",
      "cycle 4 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F161_reg.tif\n",
      "cycle 4 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F162_reg.tif\n",
      "cycle 4 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F163_reg.tif\n",
      "cycle 4 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F164_reg.tif\n",
      "cycle 4 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F165_reg.tif\n",
      "cycle 4 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F166_reg.tif\n",
      "cycle 4 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F167_reg.tif\n",
      "cycle 4 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F168_reg.tif\n",
      "cycle 4 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F169_reg.tif\n",
      "cycle 4 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F170_reg.tif\n",
      "cycle 4 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F171_reg.tif\n",
      "cycle 4 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F173_reg.tif\n",
      "cycle 4 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F174_reg.tif\n",
      "cycle 4 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F175_reg.tif\n",
      "cycle 4 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F176_reg.tif\n",
      "cycle 4 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F177_reg.tif\n",
      "cycle 4 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F178_reg.tif\n",
      "cycle 4 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F179_reg.tif\n",
      "cycle 4 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F180_reg.tif\n",
      "cycle 4 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F181_reg.tif\n",
      "cycle 4 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F182_reg.tif\n",
      "cycle 4 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F183_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 4 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F184_reg.tif\n",
      "cycle 4 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F185_reg.tif\n",
      "cycle 4 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F186_reg.tif\n",
      "cycle 4 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F187_reg.tif\n",
      "cycle 4 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F188_reg.tif\n",
      "cycle 4 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F189_reg.tif\n",
      "cycle 4 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F190_reg.tif\n",
      "cycle 4 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F191_reg.tif\n",
      "cycle 4 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F192_reg.tif\n",
      "cycle 4 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F193_reg.tif\n",
      "cycle 4 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F194_reg.tif\n",
      "cycle 4 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F195_reg.tif\n",
      "cycle 4 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F196_reg.tif\n",
      "cycle 4 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F197_reg.tif\n",
      "cycle 4 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F198_reg.tif\n",
      "cycle 4 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F200_reg.tif\n",
      "cycle 4 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F201_reg.tif\n",
      "cycle 4 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F203_reg.tif\n",
      "cycle 4 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F204_reg.tif\n",
      "cycle 4 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F205_reg.tif\n",
      "cycle 4 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F206_reg.tif\n",
      "cycle 4 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F207_reg.tif\n",
      "cycle 4 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F208_reg.tif\n",
      "cycle 4 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F209_reg.tif\n",
      "cycle 4 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F210_reg.tif\n",
      "cycle 4 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F211_reg.tif\n",
      "cycle 4 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F212_reg.tif\n",
      "cycle 4 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F213_reg.tif\n",
      "cycle 4 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F214_reg.tif\n",
      "cycle 4 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F215_reg.tif\n",
      "cycle 4 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F216_reg.tif\n",
      "cycle 4 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F217_reg.tif\n",
      "cycle 4 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F218_reg.tif\n",
      "cycle 4 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F219_reg.tif\n",
      "cycle 4 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F220_reg.tif\n",
      "cycle 4 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F221_reg.tif\n",
      "cycle 4 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F222_reg.tif\n",
      "cycle 4 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F223_reg.tif\n",
      "cycle 4 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_4/Cycle_4_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_4/Cycle_4_F224_reg.tif\n",
      "cycle 5 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F000_reg.tif\n",
      "cycle 5 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F001_reg.tif\n",
      "cycle 5 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F002_reg.tif\n",
      "cycle 5 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F003_reg.tif\n",
      "cycle 5 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F004_reg.tif\n",
      "cycle 5 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F005_reg.tif\n",
      "cycle 5 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F006_reg.tif\n",
      "cycle 5 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F007_reg.tif\n",
      "cycle 5 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F008_reg.tif\n",
      "cycle 5 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F009_reg.tif\n",
      "cycle 5 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F010_reg.tif\n",
      "cycle 5 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F011_reg.tif\n",
      "cycle 5 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F012_reg.tif\n",
      "cycle 5 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F013_reg.tif\n",
      "cycle 5 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F014_reg.tif\n",
      "cycle 5 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F015_reg.tif\n",
      "cycle 5 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F016_reg.tif\n",
      "cycle 5 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F017_reg.tif\n",
      "cycle 5 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F018_reg.tif\n",
      "cycle 5 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F019_reg.tif\n",
      "cycle 5 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F020_reg.tif\n",
      "cycle 5 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F021_reg.tif\n",
      "cycle 5 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F022_reg.tif\n",
      "cycle 5 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F023_reg.tif\n",
      "cycle 5 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F024_reg.tif\n",
      "cycle 5 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F025_reg.tif\n",
      "cycle 5 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F026_reg.tif\n",
      "cycle 5 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F027_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 5 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F028_reg.tif\n",
      "cycle 5 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F029_reg.tif\n",
      "cycle 5 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F030_reg.tif\n",
      "cycle 5 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F031_reg.tif\n",
      "cycle 5 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F032_reg.tif\n",
      "cycle 5 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F033_reg.tif\n",
      "cycle 5 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F034_reg.tif\n",
      "cycle 5 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F035_reg.tif\n",
      "cycle 5 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F036_reg.tif\n",
      "cycle 5 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F037_reg.tif\n",
      "cycle 5 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F038_reg.tif\n",
      "cycle 5 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F039_reg.tif\n",
      "cycle 5 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F040_reg.tif\n",
      "cycle 5 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F041_reg.tif\n",
      "cycle 5 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F042_reg.tif\n",
      "cycle 5 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F043_reg.tif\n",
      "cycle 5 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F044_reg.tif\n",
      "cycle 5 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F045_reg.tif\n",
      "cycle 5 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F046_reg.tif\n",
      "cycle 5 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F047_reg.tif\n",
      "cycle 5 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F048_reg.tif\n",
      "cycle 5 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F049_reg.tif\n",
      "cycle 5 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F075_reg.tif\n",
      "cycle 5 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F076_reg.tif\n",
      "cycle 5 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F077_reg.tif\n",
      "cycle 5 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F078_reg.tif\n",
      "cycle 5 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F079_reg.tif\n",
      "cycle 5 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F080_reg.tif\n",
      "cycle 5 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F081_reg.tif\n",
      "cycle 5 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F082_reg.tif\n",
      "cycle 5 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F084_reg.tif\n",
      "cycle 5 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F085_reg.tif\n",
      "cycle 5 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F086_reg.tif\n",
      "cycle 5 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F087_reg.tif\n",
      "cycle 5 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F088_reg.tif\n",
      "cycle 5 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F089_reg.tif\n",
      "cycle 5 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F090_reg.tif\n",
      "cycle 5 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F091_reg.tif\n",
      "cycle 5 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F092_reg.tif\n",
      "cycle 5 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F093_reg.tif\n",
      "cycle 5 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F094_reg.tif\n",
      "cycle 5 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F095_reg.tif\n",
      "cycle 5 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F096_reg.tif\n",
      "cycle 5 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F097_reg.tif\n",
      "cycle 5 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F098_reg.tif\n",
      "cycle 5 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F099_reg.tif\n",
      "cycle 5 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F100_reg.tif\n",
      "cycle 5 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F101_reg.tif\n",
      "cycle 5 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F102_reg.tif\n",
      "cycle 5 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F103_reg.tif\n",
      "cycle 5 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F104_reg.tif\n",
      "cycle 5 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F105_reg.tif\n",
      "cycle 5 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F106_reg.tif\n",
      "cycle 5 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F107_reg.tif\n",
      "cycle 5 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F108_reg.tif\n",
      "cycle 5 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F109_reg.tif\n",
      "cycle 5 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F110_reg.tif\n",
      "cycle 5 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F112_reg.tif\n",
      "cycle 5 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F113_reg.tif\n",
      "cycle 5 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F114_reg.tif\n",
      "cycle 5 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F115_reg.tif\n",
      "cycle 5 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F116_reg.tif\n",
      "cycle 5 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F117_reg.tif\n",
      "cycle 5 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F118_reg.tif\n",
      "cycle 5 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F119_reg.tif\n",
      "cycle 5 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F120_reg.tif\n",
      "cycle 5 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F121_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 5 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F122_reg.tif\n",
      "cycle 5 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F123_reg.tif\n",
      "cycle 5 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F124_reg.tif\n",
      "cycle 5 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F125_reg.tif\n",
      "cycle 5 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F126_reg.tif\n",
      "cycle 5 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F127_reg.tif\n",
      "cycle 5 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F128_reg.tif\n",
      "cycle 5 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F129_reg.tif\n",
      "cycle 5 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F130_reg.tif\n",
      "cycle 5 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F132_reg.tif\n",
      "cycle 5 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F133_reg.tif\n",
      "cycle 5 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F134_reg.tif\n",
      "cycle 5 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F135_reg.tif\n",
      "cycle 5 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F136_reg.tif\n",
      "cycle 5 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F137_reg.tif\n",
      "cycle 5 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F138_reg.tif\n",
      "cycle 5 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F139_reg.tif\n",
      "cycle 5 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F140_reg.tif\n",
      "cycle 5 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F141_reg.tif\n",
      "cycle 5 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F142_reg.tif\n",
      "cycle 5 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F143_reg.tif\n",
      "cycle 5 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F144_reg.tif\n",
      "cycle 5 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F145_reg.tif\n",
      "cycle 5 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F146_reg.tif\n",
      "cycle 5 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F147_reg.tif\n",
      "cycle 5 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F148_reg.tif\n",
      "cycle 5 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F149_reg.tif\n",
      "cycle 5 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F150_reg.tif\n",
      "cycle 5 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F151_reg.tif\n",
      "cycle 5 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F152_reg.tif\n",
      "cycle 5 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F153_reg.tif\n",
      "cycle 5 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F154_reg.tif\n",
      "cycle 5 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F155_reg.tif\n",
      "cycle 5 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F156_reg.tif\n",
      "cycle 5 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F157_reg.tif\n",
      "cycle 5 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F158_reg.tif\n",
      "cycle 5 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F159_reg.tif\n",
      "cycle 5 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F160_reg.tif\n",
      "cycle 5 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F161_reg.tif\n",
      "cycle 5 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F162_reg.tif\n",
      "cycle 5 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F163_reg.tif\n",
      "cycle 5 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F164_reg.tif\n",
      "cycle 5 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F165_reg.tif\n",
      "cycle 5 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F166_reg.tif\n",
      "cycle 5 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F167_reg.tif\n",
      "cycle 5 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F168_reg.tif\n",
      "cycle 5 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F169_reg.tif\n",
      "cycle 5 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F170_reg.tif\n",
      "cycle 5 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F171_reg.tif\n",
      "cycle 5 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F173_reg.tif\n",
      "cycle 5 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F174_reg.tif\n",
      "cycle 5 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F175_reg.tif\n",
      "cycle 5 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F176_reg.tif\n",
      "cycle 5 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F177_reg.tif\n",
      "cycle 5 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F178_reg.tif\n",
      "cycle 5 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F179_reg.tif\n",
      "cycle 5 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F180_reg.tif\n",
      "cycle 5 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F181_reg.tif\n",
      "cycle 5 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F182_reg.tif\n",
      "cycle 5 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F183_reg.tif\n",
      "cycle 5 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F184_reg.tif\n",
      "cycle 5 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F185_reg.tif\n",
      "cycle 5 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F186_reg.tif\n",
      "cycle 5 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F187_reg.tif\n",
      "cycle 5 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F188_reg.tif\n",
      "cycle 5 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F189_reg.tif\n",
      "cycle 5 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F190_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 5 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F191_reg.tif\n",
      "cycle 5 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F192_reg.tif\n",
      "cycle 5 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F193_reg.tif\n",
      "cycle 5 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F194_reg.tif\n",
      "cycle 5 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F195_reg.tif\n",
      "cycle 5 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F196_reg.tif\n",
      "cycle 5 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F197_reg.tif\n",
      "cycle 5 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F198_reg.tif\n",
      "cycle 5 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F200_reg.tif\n",
      "cycle 5 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F201_reg.tif\n",
      "cycle 5 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F203_reg.tif\n",
      "cycle 5 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F204_reg.tif\n",
      "cycle 5 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F205_reg.tif\n",
      "cycle 5 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F206_reg.tif\n",
      "cycle 5 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F207_reg.tif\n",
      "cycle 5 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F208_reg.tif\n",
      "cycle 5 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F209_reg.tif\n",
      "cycle 5 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F210_reg.tif\n",
      "cycle 5 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F211_reg.tif\n",
      "cycle 5 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F212_reg.tif\n",
      "cycle 5 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F213_reg.tif\n",
      "cycle 5 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F214_reg.tif\n",
      "cycle 5 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F215_reg.tif\n",
      "cycle 5 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F216_reg.tif\n",
      "cycle 5 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F217_reg.tif\n",
      "cycle 5 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F218_reg.tif\n",
      "cycle 5 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F219_reg.tif\n",
      "cycle 5 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F220_reg.tif\n",
      "cycle 5 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F221_reg.tif\n",
      "cycle 5 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F222_reg.tif\n",
      "cycle 5 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F223_reg.tif\n",
      "cycle 5 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_5/Cycle_5_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_5/Cycle_5_F224_reg.tif\n",
      "cycle 6 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F000_reg.tif\n",
      "cycle 6 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F001_reg.tif\n",
      "cycle 6 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F002_reg.tif\n",
      "cycle 6 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F003_reg.tif\n",
      "cycle 6 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F004_reg.tif\n",
      "cycle 6 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F005_reg.tif\n",
      "cycle 6 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F006_reg.tif\n",
      "cycle 6 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F007_reg.tif\n",
      "cycle 6 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F008_reg.tif\n",
      "cycle 6 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F009_reg.tif\n",
      "cycle 6 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F010_reg.tif\n",
      "cycle 6 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F011_reg.tif\n",
      "cycle 6 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F012_reg.tif\n",
      "cycle 6 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F013_reg.tif\n",
      "cycle 6 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F014_reg.tif\n",
      "cycle 6 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F015_reg.tif\n",
      "cycle 6 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F016_reg.tif\n",
      "cycle 6 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F017_reg.tif\n",
      "cycle 6 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F018_reg.tif\n",
      "cycle 6 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F019_reg.tif\n",
      "cycle 6 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F020_reg.tif\n",
      "cycle 6 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F021_reg.tif\n",
      "cycle 6 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F022_reg.tif\n",
      "cycle 6 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F023_reg.tif\n",
      "cycle 6 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F024_reg.tif\n",
      "cycle 6 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F025_reg.tif\n",
      "cycle 6 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F026_reg.tif\n",
      "cycle 6 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F027_reg.tif\n",
      "cycle 6 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F028_reg.tif\n",
      "cycle 6 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F029_reg.tif\n",
      "cycle 6 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F030_reg.tif\n",
      "cycle 6 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F031_reg.tif\n",
      "cycle 6 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F032_reg.tif\n",
      "cycle 6 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F033_reg.tif\n",
      "cycle 6 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F034_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 6 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F035_reg.tif\n",
      "cycle 6 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F036_reg.tif\n",
      "cycle 6 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F037_reg.tif\n",
      "cycle 6 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F038_reg.tif\n",
      "cycle 6 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F039_reg.tif\n",
      "cycle 6 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F040_reg.tif\n",
      "cycle 6 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F041_reg.tif\n",
      "cycle 6 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F042_reg.tif\n",
      "cycle 6 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F043_reg.tif\n",
      "cycle 6 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F044_reg.tif\n",
      "cycle 6 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F045_reg.tif\n",
      "cycle 6 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F046_reg.tif\n",
      "cycle 6 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F047_reg.tif\n",
      "cycle 6 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F048_reg.tif\n",
      "cycle 6 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F049_reg.tif\n",
      "cycle 6 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F075_reg.tif\n",
      "cycle 6 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F076_reg.tif\n",
      "cycle 6 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F077_reg.tif\n",
      "cycle 6 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F078_reg.tif\n",
      "cycle 6 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F079_reg.tif\n",
      "cycle 6 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F080_reg.tif\n",
      "cycle 6 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F081_reg.tif\n",
      "cycle 6 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F082_reg.tif\n",
      "cycle 6 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F084_reg.tif\n",
      "cycle 6 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F085_reg.tif\n",
      "cycle 6 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F086_reg.tif\n",
      "cycle 6 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F087_reg.tif\n",
      "cycle 6 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F088_reg.tif\n",
      "cycle 6 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F089_reg.tif\n",
      "cycle 6 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F090_reg.tif\n",
      "cycle 6 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F091_reg.tif\n",
      "cycle 6 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F092_reg.tif\n",
      "cycle 6 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F093_reg.tif\n",
      "cycle 6 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F094_reg.tif\n",
      "cycle 6 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F095_reg.tif\n",
      "cycle 6 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F096_reg.tif\n",
      "cycle 6 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F097_reg.tif\n",
      "cycle 6 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F098_reg.tif\n",
      "cycle 6 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F099_reg.tif\n",
      "cycle 6 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F100_reg.tif\n",
      "cycle 6 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F101_reg.tif\n",
      "cycle 6 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F102_reg.tif\n",
      "cycle 6 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F103_reg.tif\n",
      "cycle 6 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F104_reg.tif\n",
      "cycle 6 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F105_reg.tif\n",
      "cycle 6 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F106_reg.tif\n",
      "cycle 6 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F107_reg.tif\n",
      "cycle 6 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F108_reg.tif\n",
      "cycle 6 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F109_reg.tif\n",
      "cycle 6 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F110_reg.tif\n",
      "cycle 6 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F112_reg.tif\n",
      "cycle 6 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F113_reg.tif\n",
      "cycle 6 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F114_reg.tif\n",
      "cycle 6 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F115_reg.tif\n",
      "cycle 6 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F116_reg.tif\n",
      "cycle 6 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F117_reg.tif\n",
      "cycle 6 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F118_reg.tif\n",
      "cycle 6 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F119_reg.tif\n",
      "cycle 6 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F120_reg.tif\n",
      "cycle 6 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F121_reg.tif\n",
      "cycle 6 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F122_reg.tif\n",
      "cycle 6 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F123_reg.tif\n",
      "cycle 6 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F124_reg.tif\n",
      "cycle 6 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F125_reg.tif\n",
      "cycle 6 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F126_reg.tif\n",
      "cycle 6 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F127_reg.tif\n",
      "cycle 6 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F128_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 6 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F129_reg.tif\n",
      "cycle 6 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F130_reg.tif\n",
      "cycle 6 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F132_reg.tif\n",
      "cycle 6 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F133_reg.tif\n",
      "cycle 6 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F134_reg.tif\n",
      "cycle 6 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F135_reg.tif\n",
      "cycle 6 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F136_reg.tif\n",
      "cycle 6 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F137_reg.tif\n",
      "cycle 6 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F138_reg.tif\n",
      "cycle 6 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F139_reg.tif\n",
      "cycle 6 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F140_reg.tif\n",
      "cycle 6 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F141_reg.tif\n",
      "cycle 6 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F142_reg.tif\n",
      "cycle 6 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F143_reg.tif\n",
      "cycle 6 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F144_reg.tif\n",
      "cycle 6 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F145_reg.tif\n",
      "cycle 6 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F146_reg.tif\n",
      "cycle 6 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F147_reg.tif\n",
      "cycle 6 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F148_reg.tif\n",
      "cycle 6 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F149_reg.tif\n",
      "cycle 6 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F150_reg.tif\n",
      "cycle 6 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F151_reg.tif\n",
      "cycle 6 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F152_reg.tif\n",
      "cycle 6 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F153_reg.tif\n",
      "cycle 6 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F154_reg.tif\n",
      "cycle 6 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F155_reg.tif\n",
      "cycle 6 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F156_reg.tif\n",
      "cycle 6 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F157_reg.tif\n",
      "cycle 6 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F158_reg.tif\n",
      "cycle 6 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F159_reg.tif\n",
      "cycle 6 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F160_reg.tif\n",
      "cycle 6 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F161_reg.tif\n",
      "cycle 6 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F162_reg.tif\n",
      "cycle 6 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F163_reg.tif\n",
      "cycle 6 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F164_reg.tif\n",
      "cycle 6 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F165_reg.tif\n",
      "cycle 6 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F166_reg.tif\n",
      "cycle 6 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F167_reg.tif\n",
      "cycle 6 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F168_reg.tif\n",
      "cycle 6 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F169_reg.tif\n",
      "cycle 6 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F170_reg.tif\n",
      "cycle 6 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F171_reg.tif\n",
      "cycle 6 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F173_reg.tif\n",
      "cycle 6 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F174_reg.tif\n",
      "cycle 6 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F175_reg.tif\n",
      "cycle 6 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F176_reg.tif\n",
      "cycle 6 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F177_reg.tif\n",
      "cycle 6 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F178_reg.tif\n",
      "cycle 6 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F179_reg.tif\n",
      "cycle 6 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F180_reg.tif\n",
      "cycle 6 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F181_reg.tif\n",
      "cycle 6 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F182_reg.tif\n",
      "cycle 6 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F183_reg.tif\n",
      "cycle 6 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F184_reg.tif\n",
      "cycle 6 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F185_reg.tif\n",
      "cycle 6 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F186_reg.tif\n",
      "cycle 6 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F187_reg.tif\n",
      "cycle 6 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F188_reg.tif\n",
      "cycle 6 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F189_reg.tif\n",
      "cycle 6 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F190_reg.tif\n",
      "cycle 6 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F191_reg.tif\n",
      "cycle 6 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F192_reg.tif\n",
      "cycle 6 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F193_reg.tif\n",
      "cycle 6 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F194_reg.tif\n",
      "cycle 6 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F195_reg.tif\n",
      "cycle 6 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F196_reg.tif\n",
      "cycle 6 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F197_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 6 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F198_reg.tif\n",
      "cycle 6 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F200_reg.tif\n",
      "cycle 6 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F201_reg.tif\n",
      "cycle 6 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F203_reg.tif\n",
      "cycle 6 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F204_reg.tif\n",
      "cycle 6 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F205_reg.tif\n",
      "cycle 6 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F206_reg.tif\n",
      "cycle 6 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F207_reg.tif\n",
      "cycle 6 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F208_reg.tif\n",
      "cycle 6 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F209_reg.tif\n",
      "cycle 6 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F210_reg.tif\n",
      "cycle 6 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F211_reg.tif\n",
      "cycle 6 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F212_reg.tif\n",
      "cycle 6 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F213_reg.tif\n",
      "cycle 6 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F214_reg.tif\n",
      "cycle 6 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F215_reg.tif\n",
      "cycle 6 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F216_reg.tif\n",
      "cycle 6 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F217_reg.tif\n",
      "cycle 6 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F218_reg.tif\n",
      "cycle 6 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F219_reg.tif\n",
      "cycle 6 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F220_reg.tif\n",
      "cycle 6 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F221_reg.tif\n",
      "cycle 6 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F222_reg.tif\n",
      "cycle 6 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F223_reg.tif\n",
      "cycle 6 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_6/Cycle_6_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_6/Cycle_6_F224_reg.tif\n",
      "cycle 7 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F000_reg.tif\n",
      "cycle 7 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F001_reg.tif\n",
      "cycle 7 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F002_reg.tif\n",
      "cycle 7 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F003_reg.tif\n",
      "cycle 7 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F004_reg.tif\n",
      "cycle 7 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F005_reg.tif\n",
      "cycle 7 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F006_reg.tif\n",
      "cycle 7 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F007_reg.tif\n",
      "cycle 7 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F008_reg.tif\n",
      "cycle 7 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F009_reg.tif\n",
      "cycle 7 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F010_reg.tif\n",
      "cycle 7 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F011_reg.tif\n",
      "cycle 7 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F012_reg.tif\n",
      "cycle 7 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F013_reg.tif\n",
      "cycle 7 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F014_reg.tif\n",
      "cycle 7 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F015_reg.tif\n",
      "cycle 7 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F016_reg.tif\n",
      "cycle 7 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F017_reg.tif\n",
      "cycle 7 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F018_reg.tif\n",
      "cycle 7 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F019_reg.tif\n",
      "cycle 7 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F020_reg.tif\n",
      "cycle 7 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F021_reg.tif\n",
      "cycle 7 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F022_reg.tif\n",
      "cycle 7 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F023_reg.tif\n",
      "cycle 7 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F024_reg.tif\n",
      "cycle 7 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F025_reg.tif\n",
      "cycle 7 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F026_reg.tif\n",
      "cycle 7 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F027_reg.tif\n",
      "cycle 7 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F028_reg.tif\n",
      "cycle 7 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F029_reg.tif\n",
      "cycle 7 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F030_reg.tif\n",
      "cycle 7 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F031_reg.tif\n",
      "cycle 7 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F032_reg.tif\n",
      "cycle 7 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F033_reg.tif\n",
      "cycle 7 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F034_reg.tif\n",
      "cycle 7 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F035_reg.tif\n",
      "cycle 7 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F036_reg.tif\n",
      "cycle 7 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F037_reg.tif\n",
      "cycle 7 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F038_reg.tif\n",
      "cycle 7 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F039_reg.tif\n",
      "cycle 7 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F040_reg.tif\n",
      "cycle 7 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F041_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 7 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F042_reg.tif\n",
      "cycle 7 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F043_reg.tif\n",
      "cycle 7 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F044_reg.tif\n",
      "cycle 7 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F045_reg.tif\n",
      "cycle 7 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F046_reg.tif\n",
      "cycle 7 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F047_reg.tif\n",
      "cycle 7 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F048_reg.tif\n",
      "cycle 7 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F049_reg.tif\n",
      "cycle 7 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F075_reg.tif\n",
      "cycle 7 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F076_reg.tif\n",
      "cycle 7 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F077_reg.tif\n",
      "cycle 7 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F078_reg.tif\n",
      "cycle 7 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F079_reg.tif\n",
      "cycle 7 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F080_reg.tif\n",
      "cycle 7 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F081_reg.tif\n",
      "cycle 7 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F082_reg.tif\n",
      "cycle 7 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F084_reg.tif\n",
      "cycle 7 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F085_reg.tif\n",
      "cycle 7 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F086_reg.tif\n",
      "cycle 7 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F087_reg.tif\n",
      "cycle 7 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F088_reg.tif\n",
      "cycle 7 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F089_reg.tif\n",
      "cycle 7 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F090_reg.tif\n",
      "cycle 7 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F091_reg.tif\n",
      "cycle 7 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F092_reg.tif\n",
      "cycle 7 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F093_reg.tif\n",
      "cycle 7 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F094_reg.tif\n",
      "cycle 7 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F095_reg.tif\n",
      "cycle 7 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F096_reg.tif\n",
      "cycle 7 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F097_reg.tif\n",
      "cycle 7 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F098_reg.tif\n",
      "cycle 7 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F099_reg.tif\n",
      "cycle 7 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F100_reg.tif\n",
      "cycle 7 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F101_reg.tif\n",
      "cycle 7 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F102_reg.tif\n",
      "cycle 7 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F103_reg.tif\n",
      "cycle 7 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F104_reg.tif\n",
      "cycle 7 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F105_reg.tif\n",
      "cycle 7 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F106_reg.tif\n",
      "cycle 7 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F107_reg.tif\n",
      "cycle 7 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F108_reg.tif\n",
      "cycle 7 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F109_reg.tif\n",
      "cycle 7 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F110_reg.tif\n",
      "cycle 7 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F112_reg.tif\n",
      "cycle 7 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F113_reg.tif\n",
      "cycle 7 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F114_reg.tif\n",
      "cycle 7 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F115_reg.tif\n",
      "cycle 7 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F116_reg.tif\n",
      "cycle 7 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F117_reg.tif\n",
      "cycle 7 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F118_reg.tif\n",
      "cycle 7 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F119_reg.tif\n",
      "cycle 7 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F120_reg.tif\n",
      "cycle 7 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F121_reg.tif\n",
      "cycle 7 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F122_reg.tif\n",
      "cycle 7 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F123_reg.tif\n",
      "cycle 7 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F124_reg.tif\n",
      "cycle 7 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F125_reg.tif\n",
      "cycle 7 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F126_reg.tif\n",
      "cycle 7 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F127_reg.tif\n",
      "cycle 7 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F128_reg.tif\n",
      "cycle 7 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F129_reg.tif\n",
      "cycle 7 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F130_reg.tif\n",
      "cycle 7 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F132_reg.tif\n",
      "cycle 7 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F133_reg.tif\n",
      "cycle 7 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F134_reg.tif\n",
      "cycle 7 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F135_reg.tif\n",
      "cycle 7 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F136_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 7 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F137_reg.tif\n",
      "cycle 7 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F138_reg.tif\n",
      "cycle 7 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F139_reg.tif\n",
      "cycle 7 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F140_reg.tif\n",
      "cycle 7 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F141_reg.tif\n",
      "cycle 7 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F142_reg.tif\n",
      "cycle 7 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F143_reg.tif\n",
      "cycle 7 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F144_reg.tif\n",
      "cycle 7 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F145_reg.tif\n",
      "cycle 7 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F146_reg.tif\n",
      "cycle 7 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F147_reg.tif\n",
      "cycle 7 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F148_reg.tif\n",
      "cycle 7 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F149_reg.tif\n",
      "cycle 7 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F150_reg.tif\n",
      "cycle 7 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F151_reg.tif\n",
      "cycle 7 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F152_reg.tif\n",
      "cycle 7 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F153_reg.tif\n",
      "cycle 7 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F154_reg.tif\n",
      "cycle 7 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F155_reg.tif\n",
      "cycle 7 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F156_reg.tif\n",
      "cycle 7 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F157_reg.tif\n",
      "cycle 7 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F158_reg.tif\n",
      "cycle 7 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F159_reg.tif\n",
      "cycle 7 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F160_reg.tif\n",
      "cycle 7 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F161_reg.tif\n",
      "cycle 7 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F162_reg.tif\n",
      "cycle 7 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F163_reg.tif\n",
      "cycle 7 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F164_reg.tif\n",
      "cycle 7 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F165_reg.tif\n",
      "cycle 7 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F166_reg.tif\n",
      "cycle 7 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F167_reg.tif\n",
      "cycle 7 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F168_reg.tif\n",
      "cycle 7 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F169_reg.tif\n",
      "cycle 7 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F170_reg.tif\n",
      "cycle 7 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F171_reg.tif\n",
      "cycle 7 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F173_reg.tif\n",
      "cycle 7 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F174_reg.tif\n",
      "cycle 7 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F175_reg.tif\n",
      "cycle 7 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F176_reg.tif\n",
      "cycle 7 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F177_reg.tif\n",
      "cycle 7 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F178_reg.tif\n",
      "cycle 7 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F179_reg.tif\n",
      "cycle 7 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F180_reg.tif\n",
      "cycle 7 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F181_reg.tif\n",
      "cycle 7 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F182_reg.tif\n",
      "cycle 7 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F183_reg.tif\n",
      "cycle 7 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F184_reg.tif\n",
      "cycle 7 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F185_reg.tif\n",
      "cycle 7 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F186_reg.tif\n",
      "cycle 7 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F187_reg.tif\n",
      "cycle 7 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F188_reg.tif\n",
      "cycle 7 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F189_reg.tif\n",
      "cycle 7 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F190_reg.tif\n",
      "cycle 7 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F191_reg.tif\n",
      "cycle 7 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F192_reg.tif\n",
      "cycle 7 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F193_reg.tif\n",
      "cycle 7 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F194_reg.tif\n",
      "cycle 7 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F195_reg.tif\n",
      "cycle 7 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F196_reg.tif\n",
      "cycle 7 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F197_reg.tif\n",
      "cycle 7 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F198_reg.tif\n",
      "cycle 7 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F200_reg.tif\n",
      "cycle 7 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F201_reg.tif\n",
      "cycle 7 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F203_reg.tif\n",
      "cycle 7 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F204_reg.tif\n",
      "cycle 7 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F205_reg.tif\n",
      "cycle 7 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F206_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 7 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F207_reg.tif\n",
      "cycle 7 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F208_reg.tif\n",
      "cycle 7 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F209_reg.tif\n",
      "cycle 7 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F210_reg.tif\n",
      "cycle 7 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F211_reg.tif\n",
      "cycle 7 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F212_reg.tif\n",
      "cycle 7 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F213_reg.tif\n",
      "cycle 7 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F214_reg.tif\n",
      "cycle 7 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F215_reg.tif\n",
      "cycle 7 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F216_reg.tif\n",
      "cycle 7 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F217_reg.tif\n",
      "cycle 7 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F218_reg.tif\n",
      "cycle 7 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F219_reg.tif\n",
      "cycle 7 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F220_reg.tif\n",
      "cycle 7 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F221_reg.tif\n",
      "cycle 7 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F222_reg.tif\n",
      "cycle 7 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F223_reg.tif\n",
      "cycle 7 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_7/Cycle_7_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_7/Cycle_7_F224_reg.tif\n",
      "cycle 8 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F000_reg.tif\n",
      "cycle 8 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F001_reg.tif\n",
      "cycle 8 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F002_reg.tif\n",
      "cycle 8 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F003_reg.tif\n",
      "cycle 8 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F004_reg.tif\n",
      "cycle 8 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F005_reg.tif\n",
      "cycle 8 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F006_reg.tif\n",
      "cycle 8 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F007_reg.tif\n",
      "cycle 8 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F008_reg.tif\n",
      "cycle 8 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F009_reg.tif\n",
      "cycle 8 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F010_reg.tif\n",
      "cycle 8 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F011_reg.tif\n",
      "cycle 8 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F012_reg.tif\n",
      "cycle 8 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F013_reg.tif\n",
      "cycle 8 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F014_reg.tif\n",
      "cycle 8 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F015_reg.tif\n",
      "cycle 8 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F016_reg.tif\n",
      "cycle 8 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F017_reg.tif\n",
      "cycle 8 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F018_reg.tif\n",
      "cycle 8 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F019_reg.tif\n",
      "cycle 8 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F020_reg.tif\n",
      "cycle 8 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F021_reg.tif\n",
      "cycle 8 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F022_reg.tif\n",
      "cycle 8 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F023_reg.tif\n",
      "cycle 8 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F024_reg.tif\n",
      "cycle 8 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F025_reg.tif\n",
      "cycle 8 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F026_reg.tif\n",
      "cycle 8 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F027_reg.tif\n",
      "cycle 8 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F028_reg.tif\n",
      "cycle 8 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F029_reg.tif\n",
      "cycle 8 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F030_reg.tif\n",
      "cycle 8 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F031_reg.tif\n",
      "cycle 8 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F032_reg.tif\n",
      "cycle 8 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F033_reg.tif\n",
      "cycle 8 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F034_reg.tif\n",
      "cycle 8 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F035_reg.tif\n",
      "cycle 8 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F036_reg.tif\n",
      "cycle 8 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F037_reg.tif\n",
      "cycle 8 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F038_reg.tif\n",
      "cycle 8 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F039_reg.tif\n",
      "cycle 8 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F040_reg.tif\n",
      "cycle 8 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F041_reg.tif\n",
      "cycle 8 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F042_reg.tif\n",
      "cycle 8 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F043_reg.tif\n",
      "cycle 8 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F044_reg.tif\n",
      "cycle 8 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F045_reg.tif\n",
      "cycle 8 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F046_reg.tif\n",
      "cycle 8 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F047_reg.tif\n",
      "cycle 8 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F048_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 8 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F049_reg.tif\n",
      "cycle 8 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F075_reg.tif\n",
      "cycle 8 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F076_reg.tif\n",
      "cycle 8 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F077_reg.tif\n",
      "cycle 8 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F078_reg.tif\n",
      "cycle 8 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F079_reg.tif\n",
      "cycle 8 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F080_reg.tif\n",
      "cycle 8 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F081_reg.tif\n",
      "cycle 8 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F082_reg.tif\n",
      "cycle 8 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F084_reg.tif\n",
      "cycle 8 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F085_reg.tif\n",
      "cycle 8 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F086_reg.tif\n",
      "cycle 8 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F087_reg.tif\n",
      "cycle 8 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F088_reg.tif\n",
      "cycle 8 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F089_reg.tif\n",
      "cycle 8 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F090_reg.tif\n",
      "cycle 8 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F091_reg.tif\n",
      "cycle 8 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F092_reg.tif\n",
      "cycle 8 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F093_reg.tif\n",
      "cycle 8 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F094_reg.tif\n",
      "cycle 8 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F095_reg.tif\n",
      "cycle 8 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F096_reg.tif\n",
      "cycle 8 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F097_reg.tif\n",
      "cycle 8 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F098_reg.tif\n",
      "cycle 8 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F099_reg.tif\n",
      "cycle 8 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F100_reg.tif\n",
      "cycle 8 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F101_reg.tif\n",
      "cycle 8 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F102_reg.tif\n",
      "cycle 8 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F103_reg.tif\n",
      "cycle 8 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F104_reg.tif\n",
      "cycle 8 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F105_reg.tif\n",
      "cycle 8 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F106_reg.tif\n",
      "cycle 8 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F107_reg.tif\n",
      "cycle 8 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F108_reg.tif\n",
      "cycle 8 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F109_reg.tif\n",
      "cycle 8 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F110_reg.tif\n",
      "cycle 8 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F112_reg.tif\n",
      "cycle 8 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F113_reg.tif\n",
      "cycle 8 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F114_reg.tif\n",
      "cycle 8 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F115_reg.tif\n",
      "cycle 8 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F116_reg.tif\n",
      "cycle 8 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F117_reg.tif\n",
      "cycle 8 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F118_reg.tif\n",
      "cycle 8 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F119_reg.tif\n",
      "cycle 8 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F120_reg.tif\n",
      "cycle 8 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F121_reg.tif\n",
      "cycle 8 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F122_reg.tif\n",
      "cycle 8 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F123_reg.tif\n",
      "cycle 8 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F124_reg.tif\n",
      "cycle 8 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F125_reg.tif\n",
      "cycle 8 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F126_reg.tif\n",
      "cycle 8 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F127_reg.tif\n",
      "cycle 8 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F128_reg.tif\n",
      "cycle 8 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F129_reg.tif\n",
      "cycle 8 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F130_reg.tif\n",
      "cycle 8 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F132_reg.tif\n",
      "cycle 8 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F133_reg.tif\n",
      "cycle 8 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F134_reg.tif\n",
      "cycle 8 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F135_reg.tif\n",
      "cycle 8 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F136_reg.tif\n",
      "cycle 8 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F137_reg.tif\n",
      "cycle 8 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F138_reg.tif\n",
      "cycle 8 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F139_reg.tif\n",
      "cycle 8 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F140_reg.tif\n",
      "cycle 8 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F141_reg.tif\n",
      "cycle 8 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F142_reg.tif\n",
      "cycle 8 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F143_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 8 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F144_reg.tif\n",
      "cycle 8 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F145_reg.tif\n",
      "cycle 8 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F146_reg.tif\n",
      "cycle 8 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F147_reg.tif\n",
      "cycle 8 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F148_reg.tif\n",
      "cycle 8 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F149_reg.tif\n",
      "cycle 8 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F150_reg.tif\n",
      "cycle 8 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F151_reg.tif\n",
      "cycle 8 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F152_reg.tif\n",
      "cycle 8 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F153_reg.tif\n",
      "cycle 8 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F154_reg.tif\n",
      "cycle 8 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F155_reg.tif\n",
      "cycle 8 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F156_reg.tif\n",
      "cycle 8 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F157_reg.tif\n",
      "cycle 8 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F158_reg.tif\n",
      "cycle 8 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F159_reg.tif\n",
      "cycle 8 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F160_reg.tif\n",
      "cycle 8 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F161_reg.tif\n",
      "cycle 8 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F162_reg.tif\n",
      "cycle 8 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F163_reg.tif\n",
      "cycle 8 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F164_reg.tif\n",
      "cycle 8 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F165_reg.tif\n",
      "cycle 8 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F166_reg.tif\n",
      "cycle 8 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F167_reg.tif\n",
      "cycle 8 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F168_reg.tif\n",
      "cycle 8 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F169_reg.tif\n",
      "cycle 8 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F170_reg.tif\n",
      "cycle 8 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F171_reg.tif\n",
      "cycle 8 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F173_reg.tif\n",
      "cycle 8 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F174_reg.tif\n",
      "cycle 8 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F175_reg.tif\n",
      "cycle 8 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F176_reg.tif\n",
      "cycle 8 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F177_reg.tif\n",
      "cycle 8 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F178_reg.tif\n",
      "cycle 8 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F179_reg.tif\n",
      "cycle 8 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F180_reg.tif\n",
      "cycle 8 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F181_reg.tif\n",
      "cycle 8 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F182_reg.tif\n",
      "cycle 8 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F183_reg.tif\n",
      "cycle 8 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F184_reg.tif\n",
      "cycle 8 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F185_reg.tif\n",
      "cycle 8 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F186_reg.tif\n",
      "cycle 8 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F187_reg.tif\n",
      "cycle 8 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F188_reg.tif\n",
      "cycle 8 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F189_reg.tif\n",
      "cycle 8 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F190_reg.tif\n",
      "cycle 8 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F191_reg.tif\n",
      "cycle 8 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F192_reg.tif\n",
      "cycle 8 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F193_reg.tif\n",
      "cycle 8 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F194_reg.tif\n",
      "cycle 8 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F195_reg.tif\n",
      "cycle 8 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F196_reg.tif\n",
      "cycle 8 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F197_reg.tif\n",
      "cycle 8 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F198_reg.tif\n",
      "cycle 8 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F200_reg.tif\n",
      "cycle 8 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F201_reg.tif\n",
      "cycle 8 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F203_reg.tif\n",
      "cycle 8 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F204_reg.tif\n",
      "cycle 8 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F205_reg.tif\n",
      "cycle 8 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F206_reg.tif\n",
      "cycle 8 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F207_reg.tif\n",
      "cycle 8 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F208_reg.tif\n",
      "cycle 8 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F209_reg.tif\n",
      "cycle 8 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F210_reg.tif\n",
      "cycle 8 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F211_reg.tif\n",
      "cycle 8 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F212_reg.tif\n",
      "cycle 8 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F213_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 8 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F214_reg.tif\n",
      "cycle 8 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F215_reg.tif\n",
      "cycle 8 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F216_reg.tif\n",
      "cycle 8 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F217_reg.tif\n",
      "cycle 8 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F218_reg.tif\n",
      "cycle 8 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F219_reg.tif\n",
      "cycle 8 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F220_reg.tif\n",
      "cycle 8 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F221_reg.tif\n",
      "cycle 8 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F222_reg.tif\n",
      "cycle 8 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F223_reg.tif\n",
      "cycle 8 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_8/Cycle_8_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_8/Cycle_8_F224_reg.tif\n",
      "cycle 9 field 000 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F000_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F000_reg.tif\n",
      "cycle 9 field 001 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F001_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F001_reg.tif\n",
      "cycle 9 field 002 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F002_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F002_reg.tif\n",
      "cycle 9 field 003 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F003_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F003_reg.tif\n",
      "cycle 9 field 004 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F004_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F004_reg.tif\n",
      "cycle 9 field 005 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F005_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F005_reg.tif\n",
      "cycle 9 field 006 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F006_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F006_reg.tif\n",
      "cycle 9 field 007 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F007_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F007_reg.tif\n",
      "cycle 9 field 008 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F008_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F008_reg.tif\n",
      "cycle 9 field 009 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F009_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F009_reg.tif\n",
      "cycle 9 field 010 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F010_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F010_reg.tif\n",
      "cycle 9 field 011 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F011_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F011_reg.tif\n",
      "cycle 9 field 012 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F012_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F012_reg.tif\n",
      "cycle 9 field 013 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F013_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F013_reg.tif\n",
      "cycle 9 field 014 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F014_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F014_reg.tif\n",
      "cycle 9 field 015 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F015_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F015_reg.tif\n",
      "cycle 9 field 016 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F016_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F016_reg.tif\n",
      "cycle 9 field 017 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F017_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F017_reg.tif\n",
      "cycle 9 field 018 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F018_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F018_reg.tif\n",
      "cycle 9 field 019 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F019_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F019_reg.tif\n",
      "cycle 9 field 020 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F020_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F020_reg.tif\n",
      "cycle 9 field 021 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F021_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F021_reg.tif\n",
      "cycle 9 field 022 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F022_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F022_reg.tif\n",
      "cycle 9 field 023 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F023_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F023_reg.tif\n",
      "cycle 9 field 024 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F024_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F024_reg.tif\n",
      "cycle 9 field 025 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F025_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F025_reg.tif\n",
      "cycle 9 field 026 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F026_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F026_reg.tif\n",
      "cycle 9 field 027 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F027_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F027_reg.tif\n",
      "cycle 9 field 028 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F028_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F028_reg.tif\n",
      "cycle 9 field 029 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F029_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F029_reg.tif\n",
      "cycle 9 field 030 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F030_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F030_reg.tif\n",
      "cycle 9 field 031 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F031_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F031_reg.tif\n",
      "cycle 9 field 032 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F032_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F032_reg.tif\n",
      "cycle 9 field 033 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F033_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F033_reg.tif\n",
      "cycle 9 field 034 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F034_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F034_reg.tif\n",
      "cycle 9 field 035 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F035_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F035_reg.tif\n",
      "cycle 9 field 036 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F036_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F036_reg.tif\n",
      "cycle 9 field 037 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F037_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F037_reg.tif\n",
      "cycle 9 field 038 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F038_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F038_reg.tif\n",
      "cycle 9 field 039 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F039_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F039_reg.tif\n",
      "cycle 9 field 040 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F040_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F040_reg.tif\n",
      "cycle 9 field 041 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F041_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F041_reg.tif\n",
      "cycle 9 field 042 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F042_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F042_reg.tif\n",
      "cycle 9 field 043 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F043_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F043_reg.tif\n",
      "cycle 9 field 044 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F044_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F044_reg.tif\n",
      "cycle 9 field 045 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F045_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F045_reg.tif\n",
      "cycle 9 field 046 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F046_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F046_reg.tif\n",
      "cycle 9 field 047 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F047_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F047_reg.tif\n",
      "cycle 9 field 048 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F048_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F048_reg.tif\n",
      "cycle 9 field 049 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F049_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F049_reg.tif\n",
      "cycle 9 field 075 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F075_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F075_reg.tif\n",
      "cycle 9 field 076 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F076_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F076_reg.tif\n",
      "cycle 9 field 077 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F077_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F077_reg.tif\n",
      "cycle 9 field 078 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F078_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F078_reg.tif\n",
      "cycle 9 field 079 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F079_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F079_reg.tif\n",
      "cycle 9 field 080 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F080_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F080_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 9 field 081 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F081_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F081_reg.tif\n",
      "cycle 9 field 082 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F082_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F082_reg.tif\n",
      "cycle 9 field 084 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F084_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F084_reg.tif\n",
      "cycle 9 field 085 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F085_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F085_reg.tif\n",
      "cycle 9 field 086 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F086_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F086_reg.tif\n",
      "cycle 9 field 087 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F087_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F087_reg.tif\n",
      "cycle 9 field 088 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F088_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F088_reg.tif\n",
      "cycle 9 field 089 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F089_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F089_reg.tif\n",
      "cycle 9 field 090 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F090_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F090_reg.tif\n",
      "cycle 9 field 091 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F091_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F091_reg.tif\n",
      "cycle 9 field 092 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F092_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F092_reg.tif\n",
      "cycle 9 field 093 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F093_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F093_reg.tif\n",
      "cycle 9 field 094 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F094_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F094_reg.tif\n",
      "cycle 9 field 095 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F095_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F095_reg.tif\n",
      "cycle 9 field 096 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F096_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F096_reg.tif\n",
      "cycle 9 field 097 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F097_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F097_reg.tif\n",
      "cycle 9 field 098 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F098_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F098_reg.tif\n",
      "cycle 9 field 099 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F099_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F099_reg.tif\n",
      "cycle 9 field 100 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F100_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F100_reg.tif\n",
      "cycle 9 field 101 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F101_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F101_reg.tif\n",
      "cycle 9 field 102 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F102_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F102_reg.tif\n",
      "cycle 9 field 103 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F103_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F103_reg.tif\n",
      "cycle 9 field 104 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F104_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F104_reg.tif\n",
      "cycle 9 field 105 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F105_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F105_reg.tif\n",
      "cycle 9 field 106 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F106_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F106_reg.tif\n",
      "cycle 9 field 107 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F107_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F107_reg.tif\n",
      "cycle 9 field 108 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F108_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F108_reg.tif\n",
      "cycle 9 field 109 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F109_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F109_reg.tif\n",
      "cycle 9 field 110 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F110_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F110_reg.tif\n",
      "cycle 9 field 112 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F112_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F112_reg.tif\n",
      "cycle 9 field 113 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F113_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F113_reg.tif\n",
      "cycle 9 field 114 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F114_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F114_reg.tif\n",
      "cycle 9 field 115 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F115_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F115_reg.tif\n",
      "cycle 9 field 116 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F116_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F116_reg.tif\n",
      "cycle 9 field 117 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F117_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F117_reg.tif\n",
      "cycle 9 field 118 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F118_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F118_reg.tif\n",
      "cycle 9 field 119 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F119_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F119_reg.tif\n",
      "cycle 9 field 120 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F120_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F120_reg.tif\n",
      "cycle 9 field 121 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F121_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F121_reg.tif\n",
      "cycle 9 field 122 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F122_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F122_reg.tif\n",
      "cycle 9 field 123 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F123_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F123_reg.tif\n",
      "cycle 9 field 124 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F124_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F124_reg.tif\n",
      "cycle 9 field 125 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F125_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F125_reg.tif\n",
      "cycle 9 field 126 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F126_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F126_reg.tif\n",
      "cycle 9 field 127 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F127_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F127_reg.tif\n",
      "cycle 9 field 128 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F128_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F128_reg.tif\n",
      "cycle 9 field 129 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F129_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F129_reg.tif\n",
      "cycle 9 field 130 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F130_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F130_reg.tif\n",
      "cycle 9 field 132 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F132_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F132_reg.tif\n",
      "cycle 9 field 133 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F133_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F133_reg.tif\n",
      "cycle 9 field 134 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F134_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F134_reg.tif\n",
      "cycle 9 field 135 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F135_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F135_reg.tif\n",
      "cycle 9 field 136 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F136_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F136_reg.tif\n",
      "cycle 9 field 137 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F137_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F137_reg.tif\n",
      "cycle 9 field 138 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F138_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F138_reg.tif\n",
      "cycle 9 field 139 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F139_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F139_reg.tif\n",
      "cycle 9 field 140 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F140_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F140_reg.tif\n",
      "cycle 9 field 141 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F141_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F141_reg.tif\n",
      "cycle 9 field 142 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F142_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F142_reg.tif\n",
      "cycle 9 field 143 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F143_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F143_reg.tif\n",
      "cycle 9 field 144 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F144_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F144_reg.tif\n",
      "cycle 9 field 145 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F145_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F145_reg.tif\n",
      "cycle 9 field 146 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F146_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F146_reg.tif\n",
      "cycle 9 field 147 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F147_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F147_reg.tif\n",
      "cycle 9 field 148 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F148_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F148_reg.tif\n",
      "cycle 9 field 149 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F149_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F149_reg.tif\n",
      "cycle 9 field 150 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F150_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F150_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 9 field 151 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F151_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F151_reg.tif\n",
      "cycle 9 field 152 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F152_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F152_reg.tif\n",
      "cycle 9 field 153 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F153_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F153_reg.tif\n",
      "cycle 9 field 154 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F154_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F154_reg.tif\n",
      "cycle 9 field 155 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F155_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F155_reg.tif\n",
      "cycle 9 field 156 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F156_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F156_reg.tif\n",
      "cycle 9 field 157 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F157_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F157_reg.tif\n",
      "cycle 9 field 158 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F158_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F158_reg.tif\n",
      "cycle 9 field 159 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F159_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F159_reg.tif\n",
      "cycle 9 field 160 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F160_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F160_reg.tif\n",
      "cycle 9 field 161 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F161_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F161_reg.tif\n",
      "cycle 9 field 162 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F162_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F162_reg.tif\n",
      "cycle 9 field 163 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F163_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F163_reg.tif\n",
      "cycle 9 field 164 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F164_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F164_reg.tif\n",
      "cycle 9 field 165 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F165_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F165_reg.tif\n",
      "cycle 9 field 166 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F166_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F166_reg.tif\n",
      "cycle 9 field 167 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F167_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F167_reg.tif\n",
      "cycle 9 field 168 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F168_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F168_reg.tif\n",
      "cycle 9 field 169 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F169_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F169_reg.tif\n",
      "cycle 9 field 170 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F170_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F170_reg.tif\n",
      "cycle 9 field 171 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F171_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F171_reg.tif\n",
      "cycle 9 field 173 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F173_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F173_reg.tif\n",
      "cycle 9 field 174 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F174_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F174_reg.tif\n",
      "cycle 9 field 175 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F175_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F175_reg.tif\n",
      "cycle 9 field 176 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F176_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F176_reg.tif\n",
      "cycle 9 field 177 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F177_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F177_reg.tif\n",
      "cycle 9 field 178 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F178_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F178_reg.tif\n",
      "cycle 9 field 179 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F179_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F179_reg.tif\n",
      "cycle 9 field 180 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F180_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F180_reg.tif\n",
      "cycle 9 field 181 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F181_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F181_reg.tif\n",
      "cycle 9 field 182 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F182_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F182_reg.tif\n",
      "cycle 9 field 183 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F183_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F183_reg.tif\n",
      "cycle 9 field 184 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F184_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F184_reg.tif\n",
      "cycle 9 field 185 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F185_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F185_reg.tif\n",
      "cycle 9 field 186 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F186_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F186_reg.tif\n",
      "cycle 9 field 187 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F187_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F187_reg.tif\n",
      "cycle 9 field 188 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F188_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F188_reg.tif\n",
      "cycle 9 field 189 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F189_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F189_reg.tif\n",
      "cycle 9 field 190 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F190_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F190_reg.tif\n",
      "cycle 9 field 191 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F191_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F191_reg.tif\n",
      "cycle 9 field 192 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F192_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F192_reg.tif\n",
      "cycle 9 field 193 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F193_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F193_reg.tif\n",
      "cycle 9 field 194 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F194_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F194_reg.tif\n",
      "cycle 9 field 195 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F195_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F195_reg.tif\n",
      "cycle 9 field 196 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F196_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F196_reg.tif\n",
      "cycle 9 field 197 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F197_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F197_reg.tif\n",
      "cycle 9 field 198 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F198_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F198_reg.tif\n",
      "cycle 9 field 200 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F200_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F200_reg.tif\n",
      "cycle 9 field 201 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F201_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F201_reg.tif\n",
      "cycle 9 field 203 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F203_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F203_reg.tif\n",
      "cycle 9 field 204 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F204_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F204_reg.tif\n",
      "cycle 9 field 205 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F205_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F205_reg.tif\n",
      "cycle 9 field 206 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F206_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F206_reg.tif\n",
      "cycle 9 field 207 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F207_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F207_reg.tif\n",
      "cycle 9 field 208 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F208_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F208_reg.tif\n",
      "cycle 9 field 209 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F209_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F209_reg.tif\n",
      "cycle 9 field 210 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F210_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F210_reg.tif\n",
      "cycle 9 field 211 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F211_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F211_reg.tif\n",
      "cycle 9 field 212 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F212_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F212_reg.tif\n",
      "cycle 9 field 213 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F213_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F213_reg.tif\n",
      "cycle 9 field 214 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F214_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F214_reg.tif\n",
      "cycle 9 field 215 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F215_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F215_reg.tif\n",
      "cycle 9 field 216 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F216_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F216_reg.tif\n",
      "cycle 9 field 217 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F217_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F217_reg.tif\n",
      "cycle 9 field 218 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F218_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F218_reg.tif\n",
      "cycle 9 field 219 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F219_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F219_reg.tif\n",
      "cycle 9 field 220 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F220_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F220_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "cycle 9 field 221 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F221_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F221_reg.tif\n",
      "cycle 9 field 222 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F222_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F222_reg.tif\n",
      "cycle 9 field 223 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F223_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F223_reg.tif\n",
      "cycle 9 field 224 \n",
      "Got threshold\n",
      "Saving Binary Registered Images... reg_bin_Cyc_9/Cycle_9_F224_bin_reg.tif\n",
      "saving tmat\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "registration going\n",
      "Saving Registered Images... reg_Cyc_9/Cycle_9_F224_reg.tif\n"
     ]
    }
   ],
   "source": [
    "for c in range(CYCLE_NUMS-1):    \n",
    "    refs = iter(glob.glob('tif/Cycle_0/*')) # list of cycle 0 .tif \n",
    "    movs = iter(glob.glob(f'tif/Cycle_{c+1}/*')) # cycle 1, 2, 3, .tif list --> FOV000, 001, (002 = error) 005 006 \n",
    "    for FOV in range(0, NUM_FOVS): # \n",
    "        #sFOV = str(FOV).zfill(NUM_DIGITS_OF_FOVS)\n",
    "        ref_name = next(refs) # \n",
    "        ref = imread(ref_name)\n",
    "        ref = ref.astype(np.uint16)\n",
    "        mov_name = next(movs)\n",
    "        mov = imread(mov_name)\n",
    "        mov = mov.astype(np.uint16)\n",
    "        FOV_num = mov_name[-7:-4]\n",
    "        print(f'cycle {c+1} field {FOV_num} ')\n",
    "\n",
    "        ref_max = ref.max(0)\n",
    "        ref_binary = ref_max[0] > threshold_otsu(ref_max[0]) # nuclei channel\n",
    "        mov_max = mov.max(0)\n",
    "        mov_binary = mov_max[0] > threshold_otsu(mov_max[0]) # nuclei channel\n",
    "        print(\"Got threshold\")\n",
    "        sr = StackReg(StackReg.TRANSLATION)  \n",
    "        tmat = sr.register(ref_binary, mov_binary) \n",
    "        out = sr.transform(mov_binary) \n",
    "        out = pystackreg.util.to_uint16(out)   \n",
    "\n",
    "        # save binary\n",
    "        fname_to_save = f'reg_bin_Cyc_{c+1}' + f'/Cycle_{c+1}_F{FOV_num}_bin_reg.tif'\n",
    "        print('Saving Binary Registered Images...', fname_to_save)\n",
    "        tifffile.imwrite(fname_to_save, out, imagej=True, photometric = 'minisblack',metadata={'axes':'YX'})\n",
    "\n",
    "        # save tmat\n",
    "        print(\"saving tmat\")\n",
    "        np.save(f'tmat_Cyc_{c+1}' + f'/Cycle_{c+1}_F{FOV_num}_tmat.npy', tmat)\n",
    "\n",
    "        # THE REGISTRATION STEP\n",
    "        reg = np.zeros(mov.shape, dtype=np.uint16)               # initialize with the right dtype\n",
    "        for Z in range(mov.shape[0]):\n",
    "            print(\"registration going\")\n",
    "            for ch in range(mov.shape[1]): \n",
    "                reg[Z,ch,...] = sr.transform(mov[Z,ch,...], tmat=tmat)\n",
    "                reg[Z,ch,...] = to_uint16(reg[Z,ch,...])\n",
    "\n",
    "        fname_to_save = f'reg_Cyc_{c+1}' + f'/Cycle_{c+1}_F{FOV_num}_reg.tif'\n",
    "        print('Saving Registered Images...', fname_to_save)\n",
    "        tifffile.imwrite(fname_to_save, reg, imagej=True,\n",
    "                         photometric = 'minisblack',metadata={'axes':'ZCYX'})"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Looking at Max and Min Shifts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.5769275591485439 -0.8193816932788422 2.0066449617215767 -1.8445375815349507\n",
      "tmat_Cyc_1 \n",
      " 1 -1 3 -2\n",
      "0.6364842854366088 -1.2422264715336269 1.6462540421746326 -2.1582623027054524\n",
      "tmat_Cyc_2 \n",
      " 1 -2 2 -3\n",
      "0.33938195676114447 -1.4274517154238993 1.327071743289025 -2.628320468639572\n",
      "tmat_Cyc_3 \n",
      " 1 -2 2 -3\n",
      "-0.4453590884249934 -2.0747841910477973 1.792647717458749 -2.0521327987485165\n",
      "tmat_Cyc_4 \n",
      " -1 -3 2 -3\n",
      "-0.7996891207438921 -2.484528200458726 1.7471936588121935 -2.0995925251505696\n",
      "tmat_Cyc_5 \n",
      " -1 -3 2 -3\n",
      "-1.3011204357745783 -2.85687774693929 1.8034145054882629 -2.4503352254264428\n",
      "tmat_Cyc_6 \n",
      " -2 -3 2 -3\n",
      "-1.0602462271360764 -3.0543990784391326 1.3014278693474353 -2.717735766190458\n",
      "tmat_Cyc_7 \n",
      " -2 -4 2 -3\n",
      "1.4473311549820664 -2.1877991483532924 1.6967729575405883 -4.558062835803867\n",
      "tmat_Cyc_8 \n",
      " 2 -3 2 -5\n",
      "1.594483421695486 -0.5972999096113654 0.21690002337936676 -4.394187997284348\n",
      "tmat_Cyc_9 \n",
      " 2 -1 1 -5\n",
      "2 -4 3 -5\n"
     ]
    }
   ],
   "source": [
    "## print('X shift and Y shift max min values')\n",
    "x_max_list=[]\n",
    "x_min_list=[]\n",
    "y_max_list=[]\n",
    "y_min_list=[]\n",
    "X_indices =[]\n",
    "Y_indices =[]\n",
    "\n",
    "for idx, c in enumerate(range(CYCLE_NUMS-1)):     \n",
    "    tmats = iter(glob.glob(f'tmat_Cyc_{c+1}/*'))\n",
    "    X_SHIFT = []\n",
    "    Y_SHIFT = []\n",
    "    for sFOV in range(0,NUM_FOVS): \n",
    "        tmat_name = next(tmats)\n",
    "        tmat_loaded = np.load(tmat_name)\n",
    "        moveX = tmat_loaded[0,2]\n",
    "        moveY = tmat_loaded[1,2]\n",
    "        X_SHIFT.append(moveX)\n",
    "        Y_SHIFT.append(moveY)\n",
    "\n",
    "    X_max = max(X_SHIFT)\n",
    "    X_min = min(X_SHIFT)\n",
    "    Y_max = max(Y_SHIFT)\n",
    "    Y_min = min(Y_SHIFT)\n",
    "#     X_i, Y_i = X_SHIFT.index(X_max), Y_SHIFT.index(Y_max)\n",
    "#     X_indices.append(X_i)\n",
    "#     Y_indices.append(Y_i)\n",
    "    print(X_max,X_min,Y_max,Y_min)\n",
    "    #print(X_SHIFT, Y_SHIFT)\n",
    "    def round_shift(val):\n",
    "        import math\n",
    "        if val <0: # if negative,\n",
    "            val = math.floor(val)\n",
    "        else:\n",
    "            val = math.ceil(val)\n",
    "        return val\n",
    "\n",
    "    X_max = round_shift(X_max)\n",
    "    X_min = round_shift(X_min)\n",
    "    Y_max = round_shift(Y_max)\n",
    "    Y_min = round_shift(Y_min)\n",
    "    \n",
    "    x_max_list.append(X_max)\n",
    "    x_min_list.append(X_min)\n",
    "    y_max_list.append(Y_max)\n",
    "    y_min_list.append(Y_min)\n",
    "    print(f'tmat_Cyc_{c+1} \\n',X_max,X_min,Y_max,Y_min)\n",
    "\n",
    "X_max_total = max(x_max_list)\n",
    "X_min_total = min(x_min_list)\n",
    "Y_max_total = max(y_max_list)\n",
    "Y_min_total = min(y_min_list)\n",
    "\n",
    "print(X_max_total, X_min_total, Y_max_total, Y_min_total)\n",
    "#print(X_indices, Y_indices)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "X shift and Y shift max min values\n",
      "0.3275351598299494 -0.9583836021045045 4.500903524792193 -0.44820092214229135\n",
      "tmat_Cyc_1 \n",
      " 1 -1 5 -1\n",
      "0.29864077215961515 -1.3560409842999661 5.751225257532951 -0.15284640260711058\n",
      "tmat_Cyc_2 \n",
      " 1 -2 6 -1\n",
      "-0.03568706094949903 -1.6414119052524256 6.5948287338535465 0.6316795219620417\n",
      "tmat_Cyc_3 \n",
      " -1 -2 7 1\n",
      "-0.467081646920974 -2.007391351792421 6.8334207284015065 1.3366557613785517\n",
      "tmat_Cyc_4 \n",
      " -1 -3 7 2\n",
      "-0.7004231580135638 -2.2403888374799408 7.375345304351185 1.188182166372144\n",
      "tmat_Cyc_5 \n",
      " -1 -3 8 2\n",
      "-0.4421562897352942 -2.79938918404207 7.379404985129213 1.1617264974026966\n",
      "tmat_Cyc_6 \n",
      " -1 -3 8 2\n",
      "-0.7410122431177797 -2.191070769676571 7.372888164832375 0.8614782631693743\n",
      "tmat_Cyc_7 \n",
      " -1 -3 8 1\n",
      "12.0006212974979 6.455333016442864 16.266742824930134 9.819731453043232\n",
      "tmat_Cyc_8 \n",
      " 13 7 17 10\n",
      "11.275365352851622 9.035036705591665 14.811503964412168 8.756230361422695\n",
      "tmat_Cyc_9 \n",
      " 12 10 15 9\n",
      "13 -3 17 -1\n"
     ]
    }
   ],
   "source": [
    "print('X shift and Y shift max min values')\n",
    "x_max_list=[]\n",
    "x_min_list=[]\n",
    "y_max_list=[]\n",
    "y_min_list=[]\n",
    "\n",
    "for c in range(CYCLE_NUMS-1):     \n",
    "    TMAT_DIR = f'tmat_Cyc_{c+1}'\n",
    "    NUM_DIGITS = len(str(NUM_FOVS))\n",
    "    X_SHIFT = []\n",
    "    Y_SHIFT = []\n",
    "    for sFOV in range(0,NUM_FOVS): # any file ending with tif\n",
    "        FOV = str(sFOV).zfill(NUM_DIGITS)\n",
    "        tmat_loaded = np.load(f'{TMAT_DIR}/Cycle_{c+1}_F{FOV}_tmat.npy')\n",
    "        moveX = tmat_loaded[0,2]\n",
    "        moveY = tmat_loaded[1,2]\n",
    "        X_SHIFT.append(moveX)\n",
    "        Y_SHIFT.append(moveY)\n",
    "\n",
    "    X_max = max(X_SHIFT)\n",
    "    X_min = min(X_SHIFT)\n",
    "    Y_max = max(Y_SHIFT)\n",
    "    Y_min = min(Y_SHIFT)\n",
    "    print(X_max,X_min,Y_max,Y_min)\n",
    "\n",
    "    def round_shift(val):\n",
    "        import math\n",
    "        if val <0: # if negative,\n",
    "            val = math.floor(val)\n",
    "        else:\n",
    "            val = math.ceil(val)\n",
    "        return val\n",
    "\n",
    "    X_max = round_shift(X_max)\n",
    "    X_min = round_shift(X_min)\n",
    "    Y_max = round_shift(Y_max)\n",
    "    Y_min = round_shift(Y_min)\n",
    "    \n",
    "    x_max_list.append(X_max)\n",
    "    x_min_list.append(X_min)\n",
    "    y_max_list.append(Y_max)\n",
    "    y_min_list.append(Y_min)\n",
    "    print(f'tmat_Cyc_{c+1} \\n',X_max,X_min,Y_max,Y_min)\n",
    "\n",
    "X_max_total = max(x_max_list)\n",
    "X_min_total = min(x_min_list)\n",
    "Y_max_total = max(y_max_list)\n",
    "Y_min_total = min(y_min_list)\n",
    "\n",
    "print(X_max_total, X_min_total, Y_max_total, Y_min_total)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Merging and Cropping"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "###############################\n",
    "X_abs_shift = [abs(X_max_total), abs(X_min_total)]\n",
    "Y_abs_shift = [abs(Y_max_total), abs(Y_min_total)] \n",
    "\n",
    "def crop(X_x, X_n, Y_x, Y_n, img):\n",
    "    if X_x * X_n > 0:   # same signs --> both negative or both positive\n",
    "        Xlength = 2048 - (max(X_abs_shift))\n",
    "        print(Xlength)\n",
    "        if X_x > 0:\n",
    "            img = img[...,:, X_x:2048]\n",
    "        if X_x < 0:\n",
    "            img = img[...,:, 0:Xlength]\n",
    "\n",
    "    if X_x * X_n < 0:   # diff signs --> one is positive and other is negative\n",
    "        Xlength = 2048  - (abs(X_x) + abs(X_n))\n",
    "        print(Xlength)\n",
    "        img = img[...,:, X_x: 2048 - abs(X_n)]\n",
    "        \n",
    "    if X_x == 0 and X_n < 0:\n",
    "        Xlength = 2048  - abs(X_n)\n",
    "        print(Xlength)\n",
    "        img = img[...,:, 0:Xlength]\n",
    "    if X_x == 0 and X_n == 0:\n",
    "        Xlength = 2048\n",
    "        print(Xlength)\n",
    "        img = img\n",
    "    if X_x > 0 and X_n == 0:\n",
    "        Xlength = 2048 - X_x\n",
    "        print(Xlength)\n",
    "        img = img[...,:, X_x:2048]\n",
    "\n",
    "    if Y_x * Y_n > 0:   \n",
    "        Ylength = 2048 - (max(Y_abs_shift))\n",
    "        print(Ylength)\n",
    "        if Y_x > 0:\n",
    "            img = img[...,Y_x:2048, :]\n",
    "        if Y_x < 0:\n",
    "            img = img[...,0:Ylength, :]\n",
    "    if Y_x * Y_n < 0:  \n",
    "        Ylength = 2048  - (abs(Y_x) + abs(Y_n))\n",
    "        print(Ylength)\n",
    "        img = img[...,Y_x: 2048 - abs(Y_n), :] \n",
    "        \n",
    "    if Y_x == 0 and Y_n < 0:\n",
    "        Ylength = 2048  - abs(Y_n)\n",
    "        print(Ylength)\n",
    "        img = img[...,0:Ylength, :]\n",
    "    if Y_x == 0 and Y_n == 0:\n",
    "        Ylength = 2048\n",
    "        print(Ylength)\n",
    "        img = img\n",
    "    if Y_x > 0 and Y_n == 0:\n",
    "        Ylength = 2048 - Y_x\n",
    "        print(Ylength)\n",
    "        img = img[...,Y_x:2048, :]\n",
    "    return Xlength, Ylength, img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "IN_DIR = 'reg'\n",
    "REF_DIR = 'tif' # cycle0\n",
    "MERGE_DIR = 'merged' # output directory to save\n",
    "Z = 10\n",
    "final_ch = 38\n",
    "!mkdir merged"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F000_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F000_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F000_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F000_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F000_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F000_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F000_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F000_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F000_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F000.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "58305\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F001_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F001_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F001_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F001_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F001_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F001_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F001_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F001_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F001_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F001.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "47378\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F002_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F002_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F002_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F002_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F002_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F002_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F002_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F002_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F002_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F002.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F003_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F003_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F003_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F003_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F003_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F003_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F003_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F003_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F003_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F003.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F004_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F004_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F004_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F004_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F004_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F004_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F004_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F004_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F004_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F004.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F005_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F005_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F005_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F005_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F005_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F005_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F005_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F005_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F005_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F005.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F006_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F006_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F006_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F006_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F006_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F006_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F006_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F006_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F006_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F006.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F007_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F007_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F007_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F007_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F007_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F007_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F007_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F007_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F007_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F007.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F008_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F008_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F008_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F008_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F008_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F008_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F008_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F008_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F008_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F008.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F009_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F009_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F009_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F009_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F009_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F009_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F009_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F009_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F009_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F009.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "46152\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F010_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F010_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F010_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F010_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F010_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F010_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F010_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F010_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F010_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F010.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F011_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F011_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F011_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F011_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F011_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F011_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F011_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F011_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F011_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F011.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65306\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F012_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F012_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F012_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F012_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F012_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F012_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F012_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F012_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F012_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F012.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F013_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F013_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F013_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F013_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F013_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F013_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F013_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F013_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F013_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F013.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65500\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F014_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F014_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F014_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F014_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F014_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F014_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F014_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F014_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F014_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F014.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F015_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F015_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F015_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F015_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F015_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F015_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F015_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F015_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F015_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F015.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65453\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F016_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F016_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F016_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F016_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F016_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F016_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F016_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F016_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F016_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F016.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F017_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F017_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F017_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F017_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F017_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F017_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F017_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F017_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F017_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F017.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F018_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F018_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F018_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F018_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F018_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F018_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F018_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F018_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F018_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F018.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "58656\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F019_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F019_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F019_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F019_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F019_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F019_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F019_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F019_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F019_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F019.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F020_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F020_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F020_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F020_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F020_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F020_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F020_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F020_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F020_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F020.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F021_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F021_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F021_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F021_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F021_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F021_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F021_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F021_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F021_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F021.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F022_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F022_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F022_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F022_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F022_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F022_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F022_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F022_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F022_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F022.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "41560\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F023_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F023_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F023_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F023_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F023_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F023_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F023_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F023_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F023_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F023.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F024_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F024_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F024_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F024_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F024_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F024_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F024_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F024_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F024_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F024.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F025_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F025_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F025_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F025_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F025_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F025_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F025_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F025_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F025_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F025.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "56777\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F026_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F026_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F026_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F026_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F026_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F026_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F026_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F026_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F026_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F026.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F027_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F027_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F027_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F027_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F027_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F027_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F027_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F027_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F027_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F027.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F028_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F028_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F028_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F028_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F028_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F028_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F028_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F028_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F028_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F028.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F029_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F029_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F029_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F029_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F029_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F029_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F029_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F029_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F029_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F029.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F030_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F030_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F030_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F030_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F030_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F030_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F030_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F030_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F030_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F030.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F031_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F031_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F031_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F031_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F031_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F031_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F031_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F031_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F031_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F031.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65528\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F032_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F032_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F032_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F032_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F032_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F032_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F032_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F032_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F032_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F032.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F033_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F033_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F033_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F033_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F033_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F033_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F033_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F033_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F033_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F033.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65094\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F034_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F034_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F034_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F034_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F034_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F034_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F034_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F034_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F034_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F034.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65522\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F035_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F035_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F035_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F035_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F035_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F035_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F035_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F035_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F035_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F035.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F036_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F036_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F036_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F036_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F036_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F036_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F036_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F036_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F036_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F036.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F037_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F037_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F037_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F037_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F037_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F037_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F037_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F037_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F037_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F037.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F038_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F038_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F038_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F038_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F038_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F038_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F038_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F038_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F038_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F038.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F039_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F039_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F039_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F039_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F039_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F039_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F039_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F039_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F039_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F039.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F040_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F040_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F040_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F040_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F040_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F040_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F040_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F040_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F040_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F040.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "57394\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F041_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F041_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F041_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F041_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F041_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F041_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F041_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F041_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F041_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F041.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65516\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F042_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F042_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F042_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F042_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F042_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F042_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F042_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F042_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F042_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F042.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F043_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F043_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F043_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F043_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F043_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F043_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F043_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F043_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F043_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F043.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "41159\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F044_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F044_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F044_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F044_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F044_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F044_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F044_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F044_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F044_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F044.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65515\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F045_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F045_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F045_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F045_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F045_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F045_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F045_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F045_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F045_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F045.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65401\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F046_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F046_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F046_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F046_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F046_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F046_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F046_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F046_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F046_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F046.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65516\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F047_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F047_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F047_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F047_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F047_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F047_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F047_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F047_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F047_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F047.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65532\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F048_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F048_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F048_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F048_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F048_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F048_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F048_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F048_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F048_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F048.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65527\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F049_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F049_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F049_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F049_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F049_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F049_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F049_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F049_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F049_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F049.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "56282\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F075_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F075_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F075_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F075_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F075_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F075_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F075_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F075_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F075_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F075.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65514\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F076_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F076_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F076_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F076_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F076_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F076_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F076_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F076_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F076_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F076.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F077_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F077_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F077_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F077_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F077_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F077_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F077_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F077_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F077_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F077.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65464\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F078_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F078_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F078_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F078_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F078_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F078_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F078_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F078_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F078_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F078.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F079_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F079_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F079_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F079_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F079_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F079_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F079_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F079_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F079_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F079.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65521\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F080_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F080_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F080_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F080_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F080_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F080_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F080_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F080_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F080_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F080.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "65305\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F081_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F081_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F081_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F081_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F081_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F081_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F081_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F081_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F081_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F081.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F082_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F082_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F082_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F082_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F082_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F082_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F082_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F082_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F082_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F082.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "43020\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F084_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F084_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F084_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F084_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F084_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F084_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F084_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F084_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F084_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F084.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F085_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F085_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F085_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F085_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F085_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F085_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F085_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F085_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F085_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F085.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "58626\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F086_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F086_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F086_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F086_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F086_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F086_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F086_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F086_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F086_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F086.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F087_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F087_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F087_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F087_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F087_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F087_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F087_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F087_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F087_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F087.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F088_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F088_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F088_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F088_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F088_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F088_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F088_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F088_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F088_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F088.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F089_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F089_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F089_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F089_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F089_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F089_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F089_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F089_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F089_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F089.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "37924\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F090_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F090_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F090_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F090_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F090_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F090_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F090_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F090_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F090_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F090.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "37703\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F091_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F091_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F091_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F091_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F091_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F091_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F091_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F091_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F091_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F091.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65481\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F092_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F092_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F092_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F092_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F092_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F092_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F092_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F092_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F092_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F092.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F093_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F093_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F093_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F093_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F093_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F093_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F093_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F093_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F093_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F093.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65482\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F094_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F094_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F094_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F094_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F094_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F094_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F094_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F094_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F094_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F094.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F095_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F095_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F095_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F095_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F095_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F095_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F095_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F095_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F095_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F095.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65301\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F096_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F096_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F096_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F096_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F096_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F096_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F096_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F096_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F096_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F096.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65534\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F097_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F097_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F097_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F097_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F097_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F097_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F097_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F097_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F097_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F097.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F098_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F098_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F098_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F098_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F098_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F098_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F098_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F098_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F098_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F098.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F099_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F099_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F099_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F099_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F099_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F099_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F099_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F099_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F099_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F099.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "39829\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F100_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F100_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F100_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F100_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F100_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F100_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F100_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F100_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F100_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F100.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65531\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F101_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F101_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F101_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F101_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F101_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F101_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F101_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F101_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F101_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F101.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F102_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F102_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F102_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F102_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F102_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F102_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F102_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F102_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F102_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F102.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F103_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F103_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F103_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F103_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F103_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F103_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F103_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F103_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F103_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F103.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65534\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F104_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F104_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F104_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F104_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F104_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F104_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F104_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F104_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F104_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F104.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F105_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F105_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F105_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F105_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F105_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F105_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F105_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F105_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F105_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F105.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F106_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F106_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F106_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F106_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F106_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F106_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F106_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F106_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F106_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F106.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "56205\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F107_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F107_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F107_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F107_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F107_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F107_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F107_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F107_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F107_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F107.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "61106\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F108_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F108_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F108_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F108_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F108_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F108_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F108_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F108_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F108_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F108.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F109_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F109_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F109_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F109_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F109_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F109_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F109_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F109_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F109_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F109.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65527\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F110_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F110_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F110_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F110_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F110_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F110_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F110_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F110_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F110_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F110.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "48891\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F112_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F112_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F112_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F112_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F112_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F112_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F112_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F112_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F112_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F112.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "63216\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F113_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F113_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F113_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F113_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F113_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F113_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F113_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F113_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F113_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F113.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F114_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F114_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F114_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F114_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F114_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F114_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F114_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F114_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F114_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F114.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "55177\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F115_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F115_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F115_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F115_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F115_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F115_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F115_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F115_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F115_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F115.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "58233\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F116_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F116_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F116_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F116_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F116_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F116_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F116_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F116_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F116_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F116.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "54389\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F117_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F117_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F117_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F117_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F117_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F117_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F117_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F117_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F117_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F117.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "50401\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F118_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F118_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F118_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F118_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F118_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F118_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F118_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F118_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F118_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F118.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65480\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F119_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F119_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F119_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F119_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F119_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F119_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F119_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F119_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F119_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F119.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F120_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F120_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F120_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F120_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F120_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F120_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F120_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F120_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F120_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F120.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "43355\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F121_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F121_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F121_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F121_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F121_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F121_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F121_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F121_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F121_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F121.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "53317\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F122_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F122_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F122_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F122_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F122_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F122_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F122_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F122_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F122_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F122.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65418\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F123_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F123_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F123_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F123_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F123_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F123_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F123_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F123_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F123_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F123.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "50549\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F124_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F124_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F124_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F124_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F124_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F124_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F124_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F124_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F124_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F124.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65526\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F125_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F125_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F125_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F125_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F125_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F125_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F125_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F125_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F125_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F125.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "35976\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F126_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F126_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F126_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F126_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F126_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F126_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F126_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F126_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F126_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F126.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "59349\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F127_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F127_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F127_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F127_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F127_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F127_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F127_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F127_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F127_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F127.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "43365\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F128_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F128_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F128_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F128_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F128_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F128_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F128_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F128_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F128_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F128.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "54969\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F129_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F129_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F129_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F129_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F129_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F129_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F129_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F129_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F129_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F129.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F130_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F130_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F130_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F130_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F130_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F130_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F130_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F130_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F130_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F130.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "56124\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F132_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F132_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F132_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F132_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F132_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F132_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F132_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F132_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F132_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F132.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65519\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F133_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F133_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F133_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F133_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F133_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F133_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F133_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F133_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F133_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F133.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F134_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F134_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F134_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F134_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F134_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F134_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F134_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F134_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F134_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F134.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "39599\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F135_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F135_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F135_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F135_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F135_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F135_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F135_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F135_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F135_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F135.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "49715\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F136_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F136_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F136_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F136_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F136_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F136_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F136_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F136_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F136_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F136.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "58944\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F137_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F137_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F137_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F137_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F137_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F137_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F137_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F137_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F137_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F137.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "49783\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F138_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F138_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F138_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F138_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F138_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F138_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F138_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F138_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F138_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F138.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "57121\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F139_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F139_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F139_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F139_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F139_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F139_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F139_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F139_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F139_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F139.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "56286\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F140_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F140_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F140_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F140_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F140_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F140_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F140_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F140_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F140_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F140.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F141_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F141_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F141_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F141_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F141_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F141_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F141_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F141_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F141_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F141.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F142_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F142_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F142_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F142_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F142_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F142_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F142_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F142_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F142_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F142.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65515\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F143_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F143_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F143_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F143_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F143_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F143_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F143_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F143_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F143_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F143.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "44432\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F144_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F144_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F144_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F144_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F144_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F144_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F144_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F144_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F144_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F144.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F145_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F145_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F145_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F145_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F145_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F145_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F145_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F145_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F145_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F145.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F146_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F146_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F146_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F146_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F146_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F146_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F146_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F146_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F146_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F146.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "40692\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F147_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F147_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F147_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F147_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F147_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F147_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F147_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F147_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F147_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F147.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F148_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F148_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F148_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F148_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F148_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F148_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F148_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F148_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F148_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F148.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F149_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F149_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F149_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F149_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F149_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F149_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F149_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F149_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F149_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F149.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "56089\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F150_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F150_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F150_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F150_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F150_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F150_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F150_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F150_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F150_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F150.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "52318\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F151_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F151_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F151_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F151_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F151_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F151_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F151_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F151_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F151_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F151.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F152_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F152_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F152_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F152_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F152_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F152_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F152_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F152_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F152_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F152.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65037\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F153_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F153_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F153_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F153_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F153_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F153_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F153_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F153_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F153_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F153.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "59545\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F154_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F154_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F154_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F154_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F154_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F154_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F154_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F154_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F154_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F154.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65435\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F155_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F155_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F155_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F155_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F155_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F155_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F155_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F155_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F155_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F155.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "51831\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F156_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F156_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F156_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F156_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F156_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F156_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F156_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F156_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F156_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F156.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65526\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F157_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F157_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F157_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F157_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F157_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F157_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F157_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F157_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F157_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F157.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65533\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F158_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F158_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F158_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F158_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F158_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F158_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F158_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F158_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F158_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F158.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F159_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F159_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F159_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F159_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F159_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F159_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F159_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F159_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F159_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F159.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65316\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F160_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F160_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F160_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F160_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F160_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F160_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F160_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F160_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F160_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F160.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F161_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F161_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F161_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F161_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F161_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F161_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F161_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F161_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F161_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F161.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "62781\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F162_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F162_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F162_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F162_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F162_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F162_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F162_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F162_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F162_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F162.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "46237\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F163_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F163_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F163_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F163_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F163_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F163_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F163_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F163_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F163_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F163.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "34904\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F164_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F164_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F164_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F164_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F164_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F164_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F164_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F164_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F164_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F164.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F165_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F165_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F165_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F165_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F165_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F165_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F165_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F165_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F165_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F165.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65516\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F166_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F166_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F166_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F166_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F166_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F166_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F166_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F166_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F166_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F166.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "42716\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F167_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F167_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F167_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F167_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F167_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F167_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F167_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F167_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F167_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F167.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65532\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F168_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F168_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F168_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F168_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F168_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F168_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F168_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F168_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F168_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F168.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F169_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F169_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F169_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F169_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F169_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F169_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F169_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F169_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F169_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F169.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F170_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F170_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F170_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F170_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F170_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F170_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F170_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F170_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F170_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F170.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "59133\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F171_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F171_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F171_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F171_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F171_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F171_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F171_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F171_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F171_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F171.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "45809\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F173_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F173_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F173_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F173_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F173_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F173_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F173_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F173_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F173_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F173.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F174_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F174_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F174_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F174_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F174_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F174_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F174_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F174_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F174_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F174.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "41076\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F175_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F175_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F175_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F175_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F175_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F175_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F175_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F175_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F175_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F175.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "60875\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F176_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F176_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F176_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F176_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F176_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F176_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F176_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F176_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F176_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F176.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F177_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F177_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F177_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F177_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F177_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F177_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F177_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F177_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F177_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F177.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "57455\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F178_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F178_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F178_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F178_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F178_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F178_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F178_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F178_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F178_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F178.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F179_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F179_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F179_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F179_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F179_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F179_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F179_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F179_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F179_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F179.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65531\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F180_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F180_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F180_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F180_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F180_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F180_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F180_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F180_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F180_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F180.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F181_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F181_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F181_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F181_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F181_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F181_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F181_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F181_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F181_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F181.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "45790\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F182_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F182_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F182_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F182_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F182_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F182_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F182_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F182_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F182_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F182.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "47824\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F183_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F183_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F183_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F183_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F183_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F183_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F183_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F183_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F183_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F183.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65533\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F184_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F184_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F184_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F184_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F184_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F184_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F184_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F184_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F184_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F184.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "64889\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F185_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F185_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F185_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F185_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F185_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F185_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F185_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F185_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F185_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F185.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "37547\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F186_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F186_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F186_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F186_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F186_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F186_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F186_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F186_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F186_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F186.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F187_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F187_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F187_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F187_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F187_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F187_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F187_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F187_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F187_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F187.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "47616\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F188_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F188_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F188_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F188_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F188_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F188_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F188_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F188_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F188_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F188.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "51518\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F189_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F189_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F189_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F189_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F189_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F189_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F189_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F189_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F189_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F189.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "52334\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F190_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F190_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F190_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F190_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F190_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F190_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F190_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F190_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F190_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F190.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "44631\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F191_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F191_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F191_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F191_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F191_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F191_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F191_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F191_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F191_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F191.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F192_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F192_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F192_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F192_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F192_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F192_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F192_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F192_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F192_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F192.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F193_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F193_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F193_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F193_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F193_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F193_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F193_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F193_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F193_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F193.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "48053\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F194_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F194_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F194_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F194_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F194_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F194_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F194_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F194_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F194_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F194.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65524\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F195_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F195_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F195_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F195_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F195_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F195_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F195_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F195_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F195_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F195.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "50338\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F196_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F196_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F196_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F196_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F196_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F196_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F196_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F196_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F196_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F196.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "54326\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F197_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F197_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F197_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F197_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F197_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F197_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F197_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F197_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F197_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F197.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "37260\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F198_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F198_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F198_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F198_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F198_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F198_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F198_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F198_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F198_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F198.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65533\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F200_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F200_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F200_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F200_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F200_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F200_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F200_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F200_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F200_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F200.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F201_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F201_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F201_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F201_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F201_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F201_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F201_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F201_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F201_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F201.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F203_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F203_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F203_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F203_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F203_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F203_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F203_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F203_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F203_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F203.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "43502\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F204_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F204_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F204_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F204_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F204_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F204_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F204_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F204_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F204_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F204.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F205_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F205_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F205_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F205_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F205_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F205_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F205_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F205_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F205_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F205.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "54536\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F206_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F206_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F206_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F206_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F206_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F206_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F206_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F206_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F206_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F206.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "42662\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F207_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F207_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F207_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F207_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F207_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F207_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F207_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F207_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F207_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F207.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "34509\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F208_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F208_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F208_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F208_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F208_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F208_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F208_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F208_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F208_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F208.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F209_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F209_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F209_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F209_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F209_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F209_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F209_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F209_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F209_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F209.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "64748\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F210_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F210_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F210_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F210_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F210_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F210_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F210_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F210_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F210_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F210.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "46506\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F211_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F211_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F211_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F211_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F211_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F211_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F211_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F211_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F211_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F211.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "48009\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F212_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F212_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F212_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F212_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F212_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F212_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F212_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F212_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F212_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F212.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F213_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F213_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F213_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F213_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F213_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F213_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F213_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F213_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F213_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F213.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F214_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F214_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F214_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F214_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F214_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F214_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F214_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F214_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F214_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F214.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F215_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F215_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F215_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F215_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F215_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F215_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F215_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F215_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F215_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F215.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "42559\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F216_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F216_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F216_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F216_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F216_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F216_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F216_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F216_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F216_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F216.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "49821\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F217_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F217_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F217_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F217_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F217_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F217_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F217_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F217_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F217_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F217.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "44576\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F218_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F218_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F218_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F218_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F218_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F218_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F218_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F218_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F218_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F218.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F219_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F219_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F219_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F219_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F219_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F219_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F219_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F219_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F219_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F219.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "48513\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F220_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F220_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F220_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F220_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F220_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F220_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F220_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F220_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F220_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F220.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "39967\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F221_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F221_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F221_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F221_reg.tif\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F221_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F221_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F221_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F221_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F221_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F221.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F222_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F222_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F222_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F222_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F222_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F222_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F222_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F222_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F222_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F222.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "43453\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F223_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F223_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F223_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F223_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F223_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F223_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F223_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F223_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F223_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F223.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n",
      "uint16\n",
      "Appending...  reg_Cyc_1/Cycle_1_F224_reg.tif\n",
      "Shape = (10, 8, 2048, 2048)\n",
      "Appending...  reg_Cyc_2/Cycle_2_F224_reg.tif\n",
      "Shape = (10, 12, 2048, 2048)\n",
      "Appending...  reg_Cyc_3/Cycle_3_F224_reg.tif\n",
      "Shape = (10, 16, 2048, 2048)\n",
      "Appending...  reg_Cyc_4/Cycle_4_F224_reg.tif\n",
      "Shape = (10, 20, 2048, 2048)\n",
      "Appending...  reg_Cyc_5/Cycle_5_F224_reg.tif\n",
      "Shape = (10, 24, 2048, 2048)\n",
      "Appending...  reg_Cyc_6/Cycle_6_F224_reg.tif\n",
      "Shape = (10, 28, 2048, 2048)\n",
      "Appending...  reg_Cyc_7/Cycle_7_F224_reg.tif\n",
      "Shape = (10, 32, 2048, 2048)\n",
      "Appending...  reg_Cyc_8/Cycle_8_F224_reg.tif\n",
      "Shape = (10, 34, 2048, 2048)\n",
      "Appending...  reg_Cyc_9/Cycle_9_F224_reg.tif\n",
      "Shape = (10, 38, 2048, 2048)\n",
      "saving ./{MERGE_DIR}/F224.tif\n",
      "dtype of  uint16\n",
      "2042\n",
      "2040\n",
      "65535\n"
     ]
    }
   ],
   "source": [
    "refs = iter(glob.glob('tif/Cycle_0/*')) \n",
    "for FOV in range(NUM_FOVS):   \n",
    "    ref_name = next(refs)\n",
    "    FOV_num = ref_name[-7:-4]\n",
    "    #sFOV = str(FOV).zfill(NUM_DIGITS_OF_FOVS)\n",
    "    img = imread(f'{REF_DIR}/Cycle_0/Cycle_F{FOV_num}.tif') # reference image that did not move\n",
    "    img = img.astype(np.uint16)\n",
    "    print(img.dtype)\n",
    "    for cycle in range(CYCLE_NUMS-1):    \n",
    "        fname = f'{IN_DIR}_Cyc_{cycle+1}/Cycle_{cycle+1}_F{FOV_num}_{IN_DIR}.tif'\n",
    "        print('Appending... ', fname)\n",
    "        im_to_add = imread(fname).astype(np.uint16)\n",
    "        im_to_add = im_to_add[:,:,...] \n",
    "        img = np.append(img, im_to_add, axis=1) # concatenate along channel index\n",
    "        print(f\"Shape = {img.shape}\") \n",
    "        \n",
    "    fname = f'/F{FOV_num}.tif'\n",
    "    print('saving', './{MERGE_DIR}'+fname)\n",
    "    print('dtype of ', img.dtype)\n",
    "    \n",
    "    ########## CROP ################ --> CHANGE everytime depending on shifts\n",
    "    Xlength, Ylength, img = crop(X_max_total, X_min_total, Y_max_total, Y_min_total, img)\n",
    "    \n",
    "    assert img.shape[3] == Xlength, \"Check X size\"\n",
    "    assert img.shape[2] == Ylength, \"Check Y size\"\n",
    "    \n",
    "    \n",
    "    ### FINAL CHECK before saving ### \n",
    "    assert img.shape[0] == Z, \"Check ZCYX\"\n",
    "    assert img.shape[1] == final_ch, \"check final merge size\"\n",
    "    print(img.max())\n",
    "    tifffile.imwrite(\n",
    "        f'./{MERGE_DIR}'+fname,\n",
    "        img,\n",
    "        imagej=True,\n",
    "        photometric='minisblack',\n",
    "        metadata={'axes': 'ZCYX'},\n",
    "    )\n",
    "    \n",
    "    del img # clear memory\n",
    "    del im_to_add"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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