Copy_of_Test1.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Copy of Test1.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyO5nb2NAyvPLeNgKVHsqrNv",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "TPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/batraamul/dcscn-super-resolution/blob/master/Copy_of_Test1.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "5Ura_ENpPXSI",
        "outputId": "b22074f9-c67d-406f-f6d6-886afb73310e"
      },
      "source": [
        "!git clone https://github.com/batraamul/dcscn-super-resolution"
      ],
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Cloning into 'dcscn-super-resolution'...\n",
            "remote: Enumerating objects: 1273, done.\u001b[K\n",
            "remote: Counting objects: 100% (46/46), done.\u001b[K\n",
            "remote: Compressing objects: 100% (41/41), done.\u001b[K\n",
            "remote: Total 1273 (delta 20), reused 14 (delta 5), pack-reused 1227\u001b[K\n",
            "Receiving objects: 100% (1273/1273), 388.67 MiB | 33.60 MiB/s, done.\n",
            "Resolving deltas: 100% (521/521), done.\n",
            "Checking out files: 100% (475/475), done.\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "sCTiJTvWPcAc",
        "outputId": "2f293237-727e-4249-e704-927ebee7b350"
      },
      "source": [
        "cd dcscn-super-resolution"
      ],
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "/content/dcscn-super-resolution\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "PIe1TSVqPnFh"
      },
      "source": [
        "import sys\n",
        "\n"
      ],
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "QALe4FdDPn6a",
        "outputId": "7ac41b24-b4b7-4560-c552-bbdf92df796a"
      },
      "source": [
        "run train.py --dataset=bsd200 --layers=8 --filters=96 --training_images=30000"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "\n",
            "DCSCN v2-------------------------------------\n",
            "2021/6/24 17:6:3 [dcscn_L8_F96to48_NIN_A64_PS_R1F32]\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Python Interpreter version:3.7\n",
            "tensorflow version:2.5.0\n",
            "numpy version:1.19.5\n",
            "Session and graph initialized.\n",
            "I am in Dynamic Load Function\n",
            "THIS FUNCTION IS CALLED \n",
            "2\n",
            "1\n",
            "bicubic\n",
            "48\n",
            "This was the initial declaration\n",
            "   I AM IN DYNAMIC DATA SET FUNCTION OF THE LOADER-> DYNAMIC DATASET CLASS\n",
            "I am in Set_Data_Dir\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "Feature:96 82 75 68 62 57 52 48  Total: (540)64 32 32 384 1  Complexity:687,268 Receptive Fields:21\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "CNN1/conv_W:0 (3, 3, 1, 96)=864, CNN1/conv_B:0 96, CNN1/prelu/CNN1_prelu:0 96, CNN2/conv_W:0 (3, 3, 96, 82)=70848, CNN2/conv_B:0 82, CNN2/prelu/CNN2_prelu:0 82, CNN3/conv_W:0 (3, 3, 82, 75)=55350, CNN3/conv_B:0 75, CNN3/prelu/CNN3_prelu:0 75, CNN4/conv_W:0 (3, 3, 75, 68)=45900, CNN4/conv_B:0 68, CNN4/prelu/CNN4_prelu:0 68, CNN5/conv_W:0 (3, 3, 68, 62)=37944, CNN5/conv_B:0 62, CNN5/prelu/CNN5_prelu:0 62, CNN6/conv_W:0 (3, 3, 62, 57)=31806, CNN6/conv_B:0 57, CNN6/prelu/CNN6_prelu:0 57, CNN7/conv_W:0 (3, 3, 57, 52)=26676, CNN7/conv_B:0 52, CNN7/prelu/CNN7_prelu:0 52, CNN8/conv_W:0 (3, 3, 52, 48)=22464, CNN8/conv_B:0 48, CNN8/prelu/CNN8_prelu:0 48, A1/conv_W:0 (1, 1, 540, 64)=34560, A1/conv_B:0 64, A1/prelu/A1_prelu:0 64, B1/conv_W:0 (1, 1, 540, 32)=17280, B1/conv_B:0 32, B1/prelu/B1_prelu:0 32, B2/conv_W:0 (3, 3, 32, 32)=9216, B2/conv_B:0 32, B2/prelu/B2_prelu:0 32, Up-PS/Up-PS_CNN/conv_W:0 (3, 3, 96, 384)=331776, Up-PS/Up-PS_CNN/conv_B:0 384, R-CNN1/conv_W:0 (3, 3, 96, 1)=864, \n",
            "Total 36 variables, 687,268 params\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "\n",
            "['train.py', '--dataset=bsd200', '--layers=8', '--filters=96', '--training_images=30000']\n",
            "Test Data:set5 Training Data:bsd200\n",
            "Total 36 variables, 687,268 params\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "Model initialized.\n",
            "I am in init_batch_index\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "stream",
          "text": [
            "Initial PSNR:19.278699 SSIM:0.835806\n"
          ],
          "name": "stderr"
        },
        {
          "output_type": "stream",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in init_batch_index\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
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            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n",
            "I am in load_batch_image\n",
            "I am in get_next_image_no\n",
            "I am in load_random_patch\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 449
        },
        "id": "gFSDxBOmvxyV",
        "outputId": "d81aa07b-ee5e-47a2-d250-5db1367d9cfd"
      },
      "source": [
        "run train.py --as"
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Python Interpreter version:3.7\n",
            "tensorflow version:2.5.0\n",
            "numpy version:1.19.5\n",
            " I am in this function for test\n",
            "Unknown args:['train.py', '--as']\n"
          ],
          "name": "stdout"
        },
        {
          "output_type": "error",
          "ename": "NameError",
          "evalue": "ignored",
          "traceback": [
            "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
            "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
            "\u001b[0;32m/content/dcscn-super-resolution/train.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m    124\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    125\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0m__name__\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m'__main__'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 126\u001b[0;31m     \u001b[0mtf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/tensorflow/python/platform/app.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(main, argv)\u001b[0m\n\u001b[1;32m     38\u001b[0m   \u001b[0mmain\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mmain\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0m_sys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodules\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'__main__'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     39\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 40\u001b[0;31m   \u001b[0m_run\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margv\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0margv\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflags_parser\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0m_parse_flags_tolerate_undef\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/absl/app.py\u001b[0m in \u001b[0;36mrun\u001b[0;34m(main, argv, flags_parser)\u001b[0m\n\u001b[1;32m    301\u001b[0m       \u001b[0mcallback\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    302\u001b[0m     \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 303\u001b[0;31m       \u001b[0m_run_main\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    304\u001b[0m     \u001b[0;32mexcept\u001b[0m \u001b[0mUsageError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0merror\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    305\u001b[0m       \u001b[0musage\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mshorthelp\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mdetailed_error\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0merror\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mexitcode\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0merror\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexitcode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/usr/local/lib/python3.7/dist-packages/absl/app.py\u001b[0m in \u001b[0;36m_run_main\u001b[0;34m(main, argv)\u001b[0m\n\u001b[1;32m    249\u001b[0m     \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mretval\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    250\u001b[0m   \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 251\u001b[0;31m     \u001b[0msys\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mexit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmain\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0margv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    252\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    253\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;32m/content/dcscn-super-resolution/train.py\u001b[0m in \u001b[0;36mmain\u001b[0;34m(not_parsed_args)\u001b[0m\n\u001b[1;32m     24\u001b[0m         \u001b[0mprint\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m\" I am in this function for test\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     25\u001b[0m         \u001b[0mprint\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Unknown args:%s\"\u001b[0m \u001b[0;34m%\u001b[0m \u001b[0mnot_parsed_args\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 26\u001b[0;31m         \u001b[0mexit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     27\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m     \u001b[0mmodel\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mDCSCN\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mSuperResolution\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mFLAGS\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmodel_name\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mFLAGS\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel_name\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
            "\u001b[0;31mNameError\u001b[0m: name 'exit' is not defined"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "Cr_iaS6Qvz8d"
      },
      "source": [
        ""
      ],
      "execution_count": null,
      "outputs": []
    }
  ]
}