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    {
     "cells": [
      {
       "cell_type": "code",
       "execution_count": 1,
       "metadata": {},
       "outputs": [],
       "source": [
        "%load_ext autoreload\n",
        "%autoreload 2"
       ]
      },
      {
       "cell_type": "code",
       "execution_count": 2,
       "metadata": {},
       "outputs": [
        {
         "name": "stderr",
         "output_type": "stream",
         "text": [
          "/home/s184058/.conda/envs/qim/lib/python3.10/site-packages/torchvision/io/image.py:13: UserWarning: Failed to load image Python extension: 'libc10_cuda.so: cannot open shared object file: No such file or directory'If you don't plan on using image functionality from `torchvision.io`, you can ignore this warning. Otherwise, there might be something wrong with your environment. Did you have `libjpeg` or `libpng` installed before building `torchvision` from source?\n",
          "  warn(\n",
          "astropy module not found\n"
         ]
        }
       ],
       "source": [
        "import qim3d\n",
        "import dxchange\n",
        "import olefile\n",
        "import compoundfiles\n",
        "import numpy as np\n",
        "import matplotlib.pyplot as plt\n",
        "import os\n",
        "import struct\n",
        "import sys"
       ]
      },
      {
       "cell_type": "code",
       "execution_count": 5,
       "metadata": {},
       "outputs": [],
       "source": [
        "qim3d.io.logger.set_level_info()"
       ]
      },
      {
       "cell_type": "code",
       "execution_count": 6,
       "metadata": {},
       "outputs": [],
       "source": [
        "txrm_file = 'data/glasfiber_test_4X-40kV-LE3-15s-5p6micro.txrm'\n",
        "\n"
       ]
      },
      {
       "cell_type": "code",
       "execution_count": 11,
       "metadata": {},
       "outputs": [
        {
         "name": "stderr",
         "output_type": "stream",
         "text": [
          "Offsets are not ascending, some slices are erroneous\n",
          "Loaded shape: (1601, 1014, 1014)\n",
          "Using 3.1 GB of memory\n",
          "Offsets are not ascending, some slices are erroneous\n",
          "Loaded shape: (1601, 1014, 1014)\n",
          "Using 80.0 B of memory\n"
         ]
        }
       ],
       "source": [
        "vol, _ = qim3d.io.load(txrm_file,virtual_stack=False)\n",
        "vol_mm, offsets = qim3d.io.load(txrm_file,virtual_stack=True) # return offset temporarily to explore issue"
       ]
      },
      {
       "cell_type": "code",
       "execution_count": 12,
       "metadata": {},
       "outputs": [
        {
         "data": {
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