EvTexture_test.ipynb

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      "authorship_tag": "ABX9TyMGq0m8rLF5fC5HOy98jnxn",
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    {
      "cell_type": "markdown",
      "metadata": {
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      "source": [
        "<a href=\"https://colab.research.google.com/github/DachunKai/EvTexture/blob/main/EvTexture_test.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
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    {
      "cell_type": "markdown",
      "source": [
        "Download pretrained model and test sets, and config the environment"
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      "metadata": {
        "id": "kc6noMW55u8z"
      }
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    {
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      "execution_count": 1,
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          "height": 1000
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        "outputId": "0122f2c9-fd2f-4e97-e5e1-8e29634d51b9"
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            "Collecting nvidia-cuda-nvrtc-cu12==12.1.105 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (23.7 MB)\n",
            "Collecting nvidia-cuda-runtime-cu12==12.1.105 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (823 kB)\n",
            "Collecting nvidia-cuda-cupti-cu12==12.1.105 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (14.1 MB)\n",
            "Collecting nvidia-cudnn-cu12==8.9.2.26 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cudnn_cu12-8.9.2.26-py3-none-manylinux1_x86_64.whl (731.7 MB)\n",
            "Collecting nvidia-cublas-cu12==12.1.3.1 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl (410.6 MB)\n",
            "Collecting nvidia-cufft-cu12==11.0.2.54 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl (121.6 MB)\n",
            "Collecting nvidia-curand-cu12==10.3.2.106 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl (56.5 MB)\n",
            "Collecting nvidia-cusolver-cu12==11.4.5.107 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl (124.2 MB)\n",
            "Collecting nvidia-cusparse-cu12==12.1.0.106 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl (196.0 MB)\n",
            "Collecting nvidia-nccl-cu12==2.20.5 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl (176.2 MB)\n",
            "Collecting nvidia-nvtx-cu12==12.1.105 (from torch>=1.10.2->-r requirements.txt (line 21))\n",
            "  Using cached nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl (99 kB)\n",
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            "  Downloading nvidia_nvjitlink_cu12-12.5.82-py3-none-manylinux2014_x86_64.whl (21.3 MB)\n",
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            "Collecting docker-pycreds>=0.4.0 (from wandb->-r requirements.txt (line 24))\n",
            "  Downloading docker_pycreds-0.4.0-py2.py3-none-any.whl (9.0 kB)\n",
            "Collecting gitpython!=3.1.29,>=1.0.0 (from wandb->-r requirements.txt (line 24))\n",
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            "  Downloading sentry_sdk-2.7.1-py2.py3-none-any.whl (300 kB)\n",
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            "\u001b[?25hCollecting setproctitle (from wandb->-r requirements.txt (line 24))\n",
            "  Downloading setproctitle-1.3.3-cp310-cp310-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (30 kB)\n",
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            "Collecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->gitpython!=3.1.29,>=1.0.0->wandb->-r requirements.txt (line 24))\n",
            "  Downloading smmap-5.0.1-py3-none-any.whl (24 kB)\n",
            "Requirement already satisfied: pyasn1<0.7.0,>=0.4.6 in /usr/local/lib/python3.10/dist-packages (from pyasn1-modules>=0.2.1->google-auth<3,>=1.6.3->tensorboard->-r requirements.txt (line 19)) (0.6.0)\n",
            "Requirement already satisfied: oauthlib>=3.0.0 in /usr/local/lib/python3.10/dist-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<2,>=0.5->tensorboard->-r requirements.txt (line 19)) (3.2.2)\n",
            "Installing collected packages: lmdb, argparse, addict, tensorboardX, smmap, setproctitle, sentry-sdk, nvidia-nvtx-cu12, nvidia-nvjitlink-cu12, nvidia-nccl-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, einops, docker-pycreds, yapf, tb-nightly, nvidia-cusparse-cu12, nvidia-cudnn-cu12, gitdb, nvidia-cusolver-cu12, gitpython, wandb, lpips\n",
            "Successfully installed addict-2.4.0 argparse-1.4.0 docker-pycreds-0.4.0 einops-0.8.0 gitdb-4.0.11 gitpython-3.1.43 lmdb-1.5.1 lpips-0.1.4 nvidia-cublas-cu12-12.1.3.1 nvidia-cuda-cupti-cu12-12.1.105 nvidia-cuda-nvrtc-cu12-12.1.105 nvidia-cuda-runtime-cu12-12.1.105 nvidia-cudnn-cu12-8.9.2.26 nvidia-cufft-cu12-11.0.2.54 nvidia-curand-cu12-10.3.2.106 nvidia-cusolver-cu12-11.4.5.107 nvidia-cusparse-cu12-12.1.0.106 nvidia-nccl-cu12-2.20.5 nvidia-nvjitlink-cu12-12.5.82 nvidia-nvtx-cu12-12.1.105 sentry-sdk-2.7.1 setproctitle-1.3.3 smmap-5.0.1 tb-nightly-2.18.0a20240701 tensorboardX-2.6.2.2 wandb-0.17.3 yapf-0.40.2\n"
          ]
        },
        {
          "output_type": "display_data",
          "data": {
            "application/vnd.colab-display-data+json": {
              "pip_warning": {
                "packages": [
                  "argparse"
                ]
              },
              "id": "191881c6dcb3473da9b2729fd5585c87"
            }
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/usr/local/lib/python3.10/dist-packages/setuptools/__init__.py:84: _DeprecatedInstaller: setuptools.installer and fetch_build_eggs are deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Requirements should be satisfied by a PEP 517 installer.\n",
            "        If you are using pip, you can try `pip install --use-pep517`.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  dist.fetch_build_eggs(dist.setup_requires)\n",
            "running develop\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/command/develop.py:40: EasyInstallDeprecationWarning: easy_install command is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` and ``easy_install``.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://github.com/pypa/setuptools/issues/917 for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  easy_install.initialize_options(self)\n",
            "/usr/local/lib/python3.10/dist-packages/setuptools/_distutils/cmd.py:66: SetuptoolsDeprecationWarning: setup.py install is deprecated.\n",
            "!!\n",
            "\n",
            "        ********************************************************************************\n",
            "        Please avoid running ``setup.py`` directly.\n",
            "        Instead, use pypa/build, pypa/installer, pypa/build or\n",
            "        other standards-based tools.\n",
            "\n",
            "        See https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html for details.\n",
            "        ********************************************************************************\n",
            "\n",
            "!!\n",
            "  self.initialize_options()\n",
            "running egg_info\n",
            "creating basicsr.egg-info\n",
            "writing basicsr.egg-info/PKG-INFO\n",
            "writing dependency_links to basicsr.egg-info/dependency_links.txt\n",
            "writing requirements to basicsr.egg-info/requires.txt\n",
            "writing top-level names to basicsr.egg-info/top_level.txt\n",
            "writing manifest file 'basicsr.egg-info/SOURCES.txt'\n",
            "reading manifest file 'basicsr.egg-info/SOURCES.txt'\n",
            "adding license file 'LICENSE'\n",
            "writing manifest file 'basicsr.egg-info/SOURCES.txt'\n",
            "running build_ext\n",
            "Creating /usr/local/lib/python3.10/dist-packages/basicsr.egg-link (link to .)\n",
            "Adding basicsr 1.4.2 to easy-install.pth file\n",
            "\n",
            "Installed /content/EvTexture\n",
            "Processing dependencies for basicsr==1.4.2\n",
            "Searching for yapf==0.40.2\n",
            "Best match: yapf 0.40.2\n",
            "Adding yapf 0.40.2 to easy-install.pth file\n",
            "Installing yapf script to /usr/local/bin\n",
            "Installing yapf-diff script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for wandb==0.17.3\n",
            "Best match: wandb 0.17.3\n",
            "Adding wandb 0.17.3 to easy-install.pth file\n",
            "Installing wandb script to /usr/local/bin\n",
            "Installing wb script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tqdm==4.66.4\n",
            "Best match: tqdm 4.66.4\n",
            "Adding tqdm 4.66.4 to easy-install.pth file\n",
            "Installing tqdm script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for torchvision==0.18.0+cu121\n",
            "Best match: torchvision 0.18.0+cu121\n",
            "Adding torchvision 0.18.0+cu121 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for torch==2.3.0+cu121\n",
            "Best match: torch 2.3.0+cu121\n",
            "Adding torch 2.3.0+cu121 to easy-install.pth file\n",
            "Installing convert-caffe2-to-onnx script to /usr/local/bin\n",
            "Installing convert-onnx-to-caffe2 script to /usr/local/bin\n",
            "Installing torchrun script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tensorboardX==2.6.2.2\n",
            "Best match: tensorboardX 2.6.2.2\n",
            "Adding tensorboardX 2.6.2.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tensorboard==2.15.2\n",
            "Best match: tensorboard 2.15.2\n",
            "Adding tensorboard 2.15.2 to easy-install.pth file\n",
            "Installing tensorboard script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tb-nightly==2.18.0a20240701\n",
            "Best match: tb-nightly 2.18.0a20240701\n",
            "Adding tb-nightly 2.18.0a20240701 to easy-install.pth file\n",
            "Installing tensorboard script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for setuptools==67.7.2\n",
            "Best match: setuptools 67.7.2\n",
            "Adding setuptools 67.7.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for scipy==1.11.4\n",
            "Best match: scipy 1.11.4\n",
            "Adding scipy 1.11.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for scikit-image==0.19.3\n",
            "Best match: scikit-image 0.19.3\n",
            "Adding scikit-image 0.19.3 to easy-install.pth file\n",
            "Installing skivi script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for requests==2.31.0\n",
            "Best match: requests 2.31.0\n",
            "Adding requests 2.31.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for PyYAML==6.0.1\n",
            "Best match: PyYAML 6.0.1\n",
            "Adding PyYAML 6.0.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for Pillow==9.4.0\n",
            "Best match: Pillow 9.4.0\n",
            "Adding Pillow 9.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pandas==2.0.3\n",
            "Best match: pandas 2.0.3\n",
            "Adding pandas 2.0.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for opencv-python==4.8.0.76\n",
            "Best match: opencv-python 4.8.0.76\n",
            "Adding opencv-python 4.8.0.76 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for numpy==1.25.2\n",
            "Best match: numpy 1.25.2\n",
            "Adding numpy 1.25.2 to easy-install.pth file\n",
            "Installing f2py script to /usr/local/bin\n",
            "Installing f2py3 script to /usr/local/bin\n",
            "Installing f2py3.10 script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for matplotlib==3.7.1\n",
            "Best match: matplotlib 3.7.1\n",
            "Adding matplotlib 3.7.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for lmdb==1.5.1\n",
            "Best match: lmdb 1.5.1\n",
            "Adding lmdb 1.5.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for lpips==0.1.4\n",
            "Best match: lpips 0.1.4\n",
            "Adding lpips 0.1.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for h5py==3.9.0\n",
            "Best match: h5py 3.9.0\n",
            "Adding h5py 3.9.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for future==0.18.3\n",
            "Best match: future 0.18.3\n",
            "Adding future 0.18.3 to easy-install.pth file\n",
            "Installing futurize script to /usr/local/bin\n",
            "Installing pasteurize script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for einops==0.8.0\n",
            "Best match: einops 0.8.0\n",
            "Adding einops 0.8.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for argparse==1.4.0\n",
            "Best match: argparse 1.4.0\n",
            "Adding argparse 1.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for addict==2.4.0\n",
            "Best match: addict 2.4.0\n",
            "Adding addict 2.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tomli==2.0.1\n",
            "Best match: tomli 2.0.1\n",
            "Adding tomli 2.0.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for platformdirs==4.2.2\n",
            "Best match: platformdirs 4.2.2\n",
            "Adding platformdirs 4.2.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for importlib-metadata==8.0.0\n",
            "Best match: importlib-metadata 8.0.0\n",
            "Adding importlib-metadata 8.0.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for setproctitle==1.3.3\n",
            "Best match: setproctitle 1.3.3\n",
            "Adding setproctitle 1.3.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for sentry-sdk==2.7.1\n",
            "Best match: sentry-sdk 2.7.1\n",
            "Adding sentry-sdk 2.7.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for psutil==5.9.5\n",
            "Best match: psutil 5.9.5\n",
            "Adding psutil 5.9.5 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for protobuf==3.20.3\n",
            "Best match: protobuf 3.20.3\n",
            "Adding protobuf 3.20.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for GitPython==3.1.43\n",
            "Best match: GitPython 3.1.43\n",
            "Adding GitPython 3.1.43 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for docker-pycreds==0.4.0\n",
            "Best match: docker-pycreds 0.4.0\n",
            "Adding docker-pycreds 0.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for click==8.1.7\n",
            "Best match: click 8.1.7\n",
            "Adding click 8.1.7 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for triton==2.3.0\n",
            "Best match: triton 2.3.0\n",
            "Adding triton 2.3.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-nvtx-cu12==12.1.105\n",
            "Best match: nvidia-nvtx-cu12 12.1.105\n",
            "Adding nvidia-nvtx-cu12 12.1.105 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-nccl-cu12==2.20.5\n",
            "Best match: nvidia-nccl-cu12 2.20.5\n",
            "Adding nvidia-nccl-cu12 2.20.5 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cusparse-cu12==12.1.0.106\n",
            "Best match: nvidia-cusparse-cu12 12.1.0.106\n",
            "Adding nvidia-cusparse-cu12 12.1.0.106 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cusolver-cu12==11.4.5.107\n",
            "Best match: nvidia-cusolver-cu12 11.4.5.107\n",
            "Adding nvidia-cusolver-cu12 11.4.5.107 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-curand-cu12==10.3.2.106\n",
            "Best match: nvidia-curand-cu12 10.3.2.106\n",
            "Adding nvidia-curand-cu12 10.3.2.106 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cufft-cu12==11.0.2.54\n",
            "Best match: nvidia-cufft-cu12 11.0.2.54\n",
            "Adding nvidia-cufft-cu12 11.0.2.54 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cublas-cu12==12.1.3.1\n",
            "Best match: nvidia-cublas-cu12 12.1.3.1\n",
            "Adding nvidia-cublas-cu12 12.1.3.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cudnn-cu12==8.9.2.26\n",
            "Best match: nvidia-cudnn-cu12 8.9.2.26\n",
            "Adding nvidia-cudnn-cu12 8.9.2.26 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cuda-cupti-cu12==12.1.105\n",
            "Best match: nvidia-cuda-cupti-cu12 12.1.105\n",
            "Adding nvidia-cuda-cupti-cu12 12.1.105 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cuda-runtime-cu12==12.1.105\n",
            "Best match: nvidia-cuda-runtime-cu12 12.1.105\n",
            "Adding nvidia-cuda-runtime-cu12 12.1.105 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-cuda-nvrtc-cu12==12.1.105\n",
            "Best match: nvidia-cuda-nvrtc-cu12 12.1.105\n",
            "Adding nvidia-cuda-nvrtc-cu12 12.1.105 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for fsspec==2023.6.0\n",
            "Best match: fsspec 2023.6.0\n",
            "Adding fsspec 2023.6.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for jinja2==3.1.4\n",
            "Best match: jinja2 3.1.4\n",
            "Adding jinja2 3.1.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for networkx==3.3\n",
            "Best match: networkx 3.3\n",
            "Adding networkx 3.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for sympy==1.12.1\n",
            "Best match: sympy 1.12.1\n",
            "Adding sympy 1.12.1 to easy-install.pth file\n",
            "Installing isympy script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for typing-extensions==4.12.2\n",
            "Best match: typing-extensions 4.12.2\n",
            "Adding typing-extensions 4.12.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for filelock==3.15.4\n",
            "Best match: filelock 3.15.4\n",
            "Adding filelock 3.15.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for packaging==24.1\n",
            "Best match: packaging 24.1\n",
            "Adding packaging 24.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for werkzeug==3.0.3\n",
            "Best match: werkzeug 3.0.3\n",
            "Adding werkzeug 3.0.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tensorboard-data-server==0.7.2\n",
            "Best match: tensorboard-data-server 0.7.2\n",
            "Adding tensorboard-data-server 0.7.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for six==1.16.0\n",
            "Best match: six 1.16.0\n",
            "Adding six 1.16.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for Markdown==3.6\n",
            "Best match: Markdown 3.6\n",
            "Adding Markdown 3.6 to easy-install.pth file\n",
            "Installing markdown_py script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for google-auth-oauthlib==1.2.0\n",
            "Best match: google-auth-oauthlib 1.2.0\n",
            "Adding google-auth-oauthlib 1.2.0 to easy-install.pth file\n",
            "Installing google-oauthlib-tool script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for google-auth==2.27.0\n",
            "Best match: google-auth 2.27.0\n",
            "Adding google-auth 2.27.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for grpcio==1.64.1\n",
            "Best match: grpcio 1.64.1\n",
            "Adding grpcio 1.64.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for absl-py==1.4.0\n",
            "Best match: absl-py 1.4.0\n",
            "Adding absl-py 1.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pywavelets==1.6.0\n",
            "Best match: pywavelets 1.6.0\n",
            "Adding pywavelets 1.6.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tifffile==2024.6.18\n",
            "Best match: tifffile 2024.6.18\n",
            "Adding tifffile 2024.6.18 to easy-install.pth file\n",
            "Installing lsm2bin script to /usr/local/bin\n",
            "Installing tiff2fsspec script to /usr/local/bin\n",
            "Installing tiffcomment script to /usr/local/bin\n",
            "Installing tifffile script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for imageio==2.31.6\n",
            "Best match: imageio 2.31.6\n",
            "Adding imageio 2.31.6 to easy-install.pth file\n",
            "Installing imageio_download_bin script to /usr/local/bin\n",
            "Installing imageio_remove_bin script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for certifi==2024.6.2\n",
            "Best match: certifi 2024.6.2\n",
            "Adding certifi 2024.6.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for urllib3==2.0.7\n",
            "Best match: urllib3 2.0.7\n",
            "Adding urllib3 2.0.7 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for idna==3.7\n",
            "Best match: idna 3.7\n",
            "Adding idna 3.7 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for charset-normalizer==3.3.2\n",
            "Best match: charset-normalizer 3.3.2\n",
            "Adding charset-normalizer 3.3.2 to easy-install.pth file\n",
            "Installing normalizer script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for tzdata==2024.1\n",
            "Best match: tzdata 2024.1\n",
            "Adding tzdata 2024.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pytz==2023.4\n",
            "Best match: pytz 2023.4\n",
            "Adding pytz 2023.4 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for python-dateutil==2.8.2\n",
            "Best match: python-dateutil 2.8.2\n",
            "Adding python-dateutil 2.8.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyparsing==3.1.2\n",
            "Best match: pyparsing 3.1.2\n",
            "Adding pyparsing 3.1.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for kiwisolver==1.4.5\n",
            "Best match: kiwisolver 1.4.5\n",
            "Adding kiwisolver 1.4.5 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for fonttools==4.53.0\n",
            "Best match: fonttools 4.53.0\n",
            "Adding fonttools 4.53.0 to easy-install.pth file\n",
            "Installing fonttools script to /usr/local/bin\n",
            "Installing pyftmerge script to /usr/local/bin\n",
            "Installing pyftsubset script to /usr/local/bin\n",
            "Installing ttx script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for cycler==0.12.1\n",
            "Best match: cycler 0.12.1\n",
            "Adding cycler 0.12.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for contourpy==1.2.1\n",
            "Best match: contourpy 1.2.1\n",
            "Adding contourpy 1.2.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for zipp==3.19.2\n",
            "Best match: zipp 3.19.2\n",
            "Adding zipp 3.19.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for gitdb==4.0.11\n",
            "Best match: gitdb 4.0.11\n",
            "Adding gitdb 4.0.11 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for nvidia-nvjitlink-cu12==12.5.82\n",
            "Best match: nvidia-nvjitlink-cu12 12.5.82\n",
            "Adding nvidia-nvjitlink-cu12 12.5.82 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for MarkupSafe==2.1.5\n",
            "Best match: MarkupSafe 2.1.5\n",
            "Adding MarkupSafe 2.1.5 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for mpmath==1.3.0\n",
            "Best match: mpmath 1.3.0\n",
            "Adding mpmath 1.3.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for requests-oauthlib==1.3.1\n",
            "Best match: requests-oauthlib 1.3.1\n",
            "Adding requests-oauthlib 1.3.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for rsa==4.9\n",
            "Best match: rsa 4.9\n",
            "Adding rsa 4.9 to easy-install.pth file\n",
            "Installing pyrsa-decrypt script to /usr/local/bin\n",
            "Installing pyrsa-encrypt script to /usr/local/bin\n",
            "Installing pyrsa-keygen script to /usr/local/bin\n",
            "Installing pyrsa-priv2pub script to /usr/local/bin\n",
            "Installing pyrsa-sign script to /usr/local/bin\n",
            "Installing pyrsa-verify script to /usr/local/bin\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyasn1-modules==0.4.0\n",
            "Best match: pyasn1-modules 0.4.0\n",
            "Adding pyasn1-modules 0.4.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for cachetools==5.3.3\n",
            "Best match: cachetools 5.3.3\n",
            "Adding cachetools 5.3.3 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for smmap==5.0.1\n",
            "Best match: smmap 5.0.1\n",
            "Adding smmap 5.0.1 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for oauthlib==3.2.2\n",
            "Best match: oauthlib 3.2.2\n",
            "Adding oauthlib 3.2.2 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Searching for pyasn1==0.6.0\n",
            "Best match: pyasn1 0.6.0\n",
            "Adding pyasn1 0.6.0 to easy-install.pth file\n",
            "\n",
            "Using /usr/local/lib/python3.10/dist-packages\n",
            "Finished processing dependencies for basicsr==1.4.2\n"
          ]
        }
      ],
      "source": [
        "!git clone https://github.com/DachunKai/EvTexture\n",
        "!mkdir -p /content/EvTexture/experiments/pretrained_models/EvTexture\n",
        "\n",
        "!wget https://github.com/DachunKai/EvTexture/releases/download/v0.0/EvTexture_REDS_BIx4.pth -O /content/EvTexture/experiments/pretrained_models/EvTexture/EvTexture_REDS_BIx4.pth\n",
        "!wget https://github.com/DachunKai/EvTexture/releases/download/v0.0/EvTexture_Vimeo90K_BIx4.pth -O /content/EvTexture/experiments/pretrained_models/EvTexture/EvTexture_Vimeo90K_BIx4.pth\n",
        "!wget https://github.com/DachunKai/EvTexture/releases/download/v0.0/test_sets_REDS4_h5.zip -O /content/EvTexture/datasets/test_sets_REDS4_h5.zip\n",
        "!wget https://github.com/DachunKai/EvTexture/releases/download/v0.0/test_sets_Vid4_h5.zip -O /content/EvTexture/datasets/test_sets_Vid4_h5.zip\n",
        "\n",
        "%cd /content/EvTexture/datasets\n",
        "!unzip -o test_sets_Vid4_h5.zip\n",
        "!unzip -o test_sets_REDS4_h5.zip\n",
        "\n",
        "%cd /content/EvTexture\n",
        "!pip install -r requirements.txt\n",
        "!python setup.py develop"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "Test on Vid4 Dataset"
      ],
      "metadata": {
        "id": "Oeq6TMXn57Cu"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/EvTexture\n",
        "!python basicsr/test.py -opt options/test/EvTexture/test_EvTexture_Vid4_BIx4.yml"
      ],
      "metadata": {
        "id": "uLgjmp5A59x2"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "Test on REDS4 Dataset"
      ],
      "metadata": {
        "id": "Bsviejz45_W-"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "%cd /content/EvTexture\n",
        "!python basicsr/test.py -opt options/test/EvTexture/test_EvTexture_REDS4_BIx4.yml"
      ],
      "metadata": {
        "id": "iCpZwdZS6BF9"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        "The inference results will be saved under /content/EvTexture/results/EvTexture_Vid4_BIx4 and /content/EvTexture/results/EvTexture_REDS4_BIx4, respectively."
      ],
      "metadata": {
        "id": "hg6KCAD-6HZm"
      }
    }
  ]
}