From 136a16eaa604044d91485a91e47d9dc1e6a8d2d8 Mon Sep 17 00:00:00 2001 From: Nikita Shulga Date: Mon, 27 Sep 2021 16:52:49 -0700 Subject: [PATCH 1/7] Bump main trunk version to 0.12 (#4490) --- packaging/build_cmake.sh | 2 +- packaging/build_conda.sh | 2 +- packaging/build_wheel.sh | 2 +- version.txt | 2 +- 4 files changed, 4 insertions(+), 4 deletions(-) diff --git a/packaging/build_cmake.sh b/packaging/build_cmake.sh index d42d8770f59..e67b7fe5072 100755 --- a/packaging/build_cmake.sh +++ b/packaging/build_cmake.sh @@ -15,7 +15,7 @@ script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" . "$script_dir/pkg_helpers.bash" export BUILD_TYPE=conda -setup_env 0.11.0 +setup_env 0.12.0 export SOURCE_ROOT_DIR="$PWD" setup_conda_pytorch_constraint setup_conda_cudatoolkit_plain_constraint diff --git a/packaging/build_conda.sh b/packaging/build_conda.sh index 9b14c288724..3a82346306d 100755 --- a/packaging/build_conda.sh +++ b/packaging/build_conda.sh @@ -5,7 +5,7 @@ script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" . "$script_dir/pkg_helpers.bash" export BUILD_TYPE=conda -setup_env 0.11.0 +setup_env 0.12.0 export SOURCE_ROOT_DIR="$PWD" setup_conda_pytorch_constraint setup_conda_cudatoolkit_constraint diff --git a/packaging/build_wheel.sh b/packaging/build_wheel.sh index f53b4ae431f..eb5e09e9dfd 100755 --- a/packaging/build_wheel.sh +++ b/packaging/build_wheel.sh @@ -5,7 +5,7 @@ script_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" . "$script_dir/pkg_helpers.bash" export BUILD_TYPE=wheel -setup_env 0.11.0 +setup_env 0.12.0 setup_wheel_python pip_install numpy pyyaml future ninja pip_install --upgrade setuptools diff --git a/version.txt b/version.txt index d22e31d2073..3db2940af48 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.11.0a0 +0.12.0a0 From 7ea38b320e5ab5e1abc82fddc90edacfcc89e087 Mon Sep 17 00:00:00 2001 From: Prabhat Roy Date: Tue, 28 Sep 2021 11:32:00 +0100 Subject: [PATCH 2/7] Added documentation for video backend (#4382) * Added documentation for video backend * Update README.rst Co-authored-by: Nicolas Hug Co-authored-by: Nicolas Hug --- README.rst | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.rst b/README.rst index a52c7f2bd3d..75178f77916 100644 --- a/README.rst +++ b/README.rst @@ -106,6 +106,20 @@ otherwise, add the include and library paths in the environment variables ``TORC .. _libjpeg: http://ijg.org/ .. _libjpeg-turbo: https://libjpeg-turbo.org/ +Video Backend +============= +Torchvision currently supports the following video backends: + +* [pyav](https://github.com/PyAV-Org/PyAV) (default) - Pythonic binding for ffmpeg libraries. + +* video_reader - This needs ffmpeg to be installed and torchvision to be built from source. There shouldn't be any conflicting version of ffmpeg installed. Currently, this is only supported on Linux. + +.. code:: bash + + conda install -c conda-forge ffmpeg + python setup.py install + + Using the models on C++ ======================= TorchVision provides an example project for how to use the models on C++ using JIT Script. From eb2fb25304dd3180c092231bbe83cd88d25f7cb3 Mon Sep 17 00:00:00 2001 From: Prabhat Roy Date: Tue, 28 Sep 2021 15:28:34 +0100 Subject: [PATCH 3/7] Replaced example usage of ToTensor() by PILToTensor() + ConvertImageDtype() (#4494) --- torchvision/transforms/transforms.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/torchvision/transforms/transforms.py b/torchvision/transforms/transforms.py index dbe329c7c99..9310f48450a 100644 --- a/torchvision/transforms/transforms.py +++ b/torchvision/transforms/transforms.py @@ -35,7 +35,8 @@ class Compose: Example: >>> transforms.Compose([ >>> transforms.CenterCrop(10), - >>> transforms.ToTensor(), + >>> transforms.PILToTensor(), + >>> transforms.ConvertImageDtype(torch.float), >>> ]) .. note:: @@ -1570,7 +1571,8 @@ class RandomErasing(torch.nn.Module): Example: >>> transform = transforms.Compose([ >>> transforms.RandomHorizontalFlip(), - >>> transforms.ToTensor(), + >>> transforms.PILToTensor(), + >>> transforms.ConvertImageDtype(torch.float), >>> transforms.Normalize((0.485, 0.456, 0.406), (0.229, 0.224, 0.225)), >>> transforms.RandomErasing(), >>> ]) From 932ca5a39a84d6625dbe61d1b330aafa7b3cfa0d Mon Sep 17 00:00:00 2001 From: Yi Zhang Date: Wed, 29 Sep 2021 09:52:36 +0800 Subject: [PATCH 4/7] enable windows cuda unit tests (#4421) * enable cuda for unittest * add one check * rename * minor fix * add more check * add cuda envs * add more cuda envs * add driver update * update vs integration * get cuda version * merge * add envs in install.sh * reduce some change and add comments * minor improve * fix typo * exit if driver update failed * fix lint * fix lint * Avoid catching exception to show error message * try 11.1 * try 11.1 * "try 11.1" * set the downloaded gpu driver dlls only for 10.2 * check torch.cuda.is_available() * add display.driver * Revert "Avoid catching exception to show error message" This reverts commit 1ce58c50de9fefcc3438d29ff398b941f9b6a757. * Update .circleci/unittest/windows/scripts/set_cuda_envs.sh * Update .circleci/unittest/windows/scripts/set_cuda_envs.sh * Update .circleci/unittest/windows/scripts/set_cuda_envs.sh Co-authored-by: Nicolas Hug Co-authored-by: Vasilis Vryniotis Co-authored-by: Nikita Shulga Co-authored-by: Nikita Shulga --- .circleci/config.yml | 6 ++ .circleci/config.yml.in | 6 ++ .circleci/unittest/windows/scripts/install.sh | 14 +++- .../unittest/windows/scripts/run_test.sh | 3 + .../unittest/windows/scripts/set_cuda_envs.sh | 65 +++++++++++-------- packaging/windows/internal/cuda_install.bat | 36 ++++++---- packaging/windows/internal/driver_update.bat | 25 +++++++ 7 files changed, 114 insertions(+), 41 deletions(-) create mode 100644 packaging/windows/internal/driver_update.bat diff --git a/.circleci/config.yml b/.circleci/config.yml index 85bdf44137a..c91a6973d16 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -763,6 +763,12 @@ jobs: paths: - conda - env + - run: + name: Install CUDA + command: packaging/windows/internal/cuda_install.bat + - run: + name: Update CUDA driver + command: packaging/windows/internal/driver_update.bat - run: name: Install torchvision command: .circleci/unittest/windows/scripts/install.sh diff --git a/.circleci/config.yml.in b/.circleci/config.yml.in index 382778441c1..77b8a1468a3 100644 --- a/.circleci/config.yml.in +++ b/.circleci/config.yml.in @@ -763,6 +763,12 @@ jobs: paths: - conda - env + - run: + name: Install CUDA + command: packaging/windows/internal/cuda_install.bat + - run: + name: Update CUDA driver + command: packaging/windows/internal/driver_update.bat - run: name: Install torchvision command: .circleci/unittest/windows/scripts/install.sh diff --git a/.circleci/unittest/windows/scripts/install.sh b/.circleci/unittest/windows/scripts/install.sh index 5ea16da95f9..e4756179371 100644 --- a/.circleci/unittest/windows/scripts/install.sh +++ b/.circleci/unittest/windows/scripts/install.sh @@ -5,7 +5,7 @@ unset PYTORCH_VERSION # so no need to set PYTORCH_VERSION. # In fact, keeping PYTORCH_VERSION forces us to hardcode PyTorch version in config. -set -e +set -ex this_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" @@ -35,5 +35,17 @@ if [ $PYTHON_VERSION == "3.6" ]; then pip install pillow>=5.3.0 fi +torch_cuda=$(python -c "import torch; print(torch.cuda.is_available())") +echo torch.cuda.is_available is $torch_cuda + +if [ ! -z "${CUDA_VERSION:-}" ] ; then + if [ "$torch_cuda" == "False" ]; then + echo "torch with cuda installed but torch.cuda.is_available() is False" + exit 1 + fi +fi + +source "$this_dir/set_cuda_envs.sh" + printf "* Installing torchvision\n" "$this_dir/vc_env_helper.bat" python setup.py develop diff --git a/.circleci/unittest/windows/scripts/run_test.sh b/.circleci/unittest/windows/scripts/run_test.sh index 96d9cbd6b2d..58e4b0d7141 100644 --- a/.circleci/unittest/windows/scripts/run_test.sh +++ b/.circleci/unittest/windows/scripts/run_test.sh @@ -5,6 +5,9 @@ set -e eval "$(./conda/Scripts/conda.exe 'shell.bash' 'hook')" conda activate ./env +this_dir="$( cd "$( dirname "${BASH_SOURCE[0]}" )" >/dev/null 2>&1 && pwd )" +source "$this_dir/set_cuda_envs.sh" + export PYTORCH_TEST_WITH_SLOW='1' python -m torch.utils.collect_env pytest --cov=torchvision --junitxml=test-results/junit.xml -v --durations 20 test --ignore=test/test_datasets_download.py diff --git a/.circleci/unittest/windows/scripts/set_cuda_envs.sh b/.circleci/unittest/windows/scripts/set_cuda_envs.sh index 3e3b510e64b..d1ed415940d 100644 --- a/.circleci/unittest/windows/scripts/set_cuda_envs.sh +++ b/.circleci/unittest/windows/scripts/set_cuda_envs.sh @@ -1,35 +1,48 @@ #!/usr/bin/env bash +set -ex -if [ "${CU_VERSION:-}" == "cpu" ] ; then - exit 0 -fi +echo CU_VERSION is "${CU_VERSION}" +echo CUDA_VERSION is "${CUDA_VERSION}" -if [[ ${#CU_VERSION} -eq 5 ]]; then - CUDA_VERSION="${CU_VERSION:2:2}.${CU_VERSION:4:1}" +# Currenly, CU_VERSION and CUDA_VERSION are not consistent. +# to understand this code, see https://github.com/pytorch/vision/issues/4443 +version="cpu" +if [[ ! -z "${CUDA_VERSION}" ]] ; then + version="$CUDA_VERSION" +else + if [[ ${#CU_VERSION} -eq 5 ]]; then + version="${CU_VERSION:2:2}.${CU_VERSION:4:1}" + fi fi -# It's a log to see if CU_VERSION exists, if not, we use environment CUDA_VERSION directly -# in unittest_windows_gpu, there's no CU_VERSION, but CUDA_VERSION. -echo "Using CUDA $CUDA_VERSION, CU_VERSION is $CU_VERSION now" +# Don't use if [[ "$version" == "cpu" ]]; then exit 0 fi. +# It would exit the shell. One result is cpu tests would not run if the shell exit. +# Unless there's an error, Don't exit. +if [[ "$version" != "cpu" ]]; then + # set cuda envs + export PATH="/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${version}/bin:/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${version}/libnvvp:$PATH" + export CUDA_PATH_V${version/./_}="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${version}" + export CUDA_PATH="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${version}" -version=$CUDA_VERSION + if [ ! -d "$CUDA_PATH" ]; then + echo "$CUDA_PATH" does not exist + exit 1 + fi -# set cuda envs -export PATH="/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${version}/bin:/c/Program Files/NVIDIA GPU Computing Toolkit/CUDA/v${version}/libnvvp:$PATH" -export CUDA_PATH_V${version/./_}="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${version}" -export CUDA_PATH="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v${version}" + if [ ! -f "${CUDA_PATH}\include\nvjpeg.h" ]; then + echo "nvjpeg does not exist" + exit 1 + fi -if [ ! -d "$CUDA_PATH" ] -then - echo "$CUDA_PATH" does not exist - exit 1 -fi + # check cuda driver version + for path in '/c/Program Files/NVIDIA Corporation/NVSMI/nvidia-smi.exe' /c/Windows/System32/nvidia-smi.exe; do + if [[ -x "$path" ]]; then + "$path" || echo "true"; + break + fi + done -# check cuda driver version -for path in '/c/Program Files/NVIDIA Corporation/NVSMI/nvidia-smi.exe' /c/Windows/System32/nvidia-smi.exe; do - if [[ -x "$path" ]]; then - "$path" || echo "true"; - break - fi -done -which nvcc + which nvcc + nvcc --version + env | grep CUDA +fi diff --git a/packaging/windows/internal/cuda_install.bat b/packaging/windows/internal/cuda_install.bat index a93f8d2a9b1..7749275c1b7 100644 --- a/packaging/windows/internal/cuda_install.bat +++ b/packaging/windows/internal/cuda_install.bat @@ -9,6 +9,13 @@ set SRC_DIR=%~dp0\.. if not exist "%SRC_DIR%\temp_build" mkdir "%SRC_DIR%\temp_build" +rem in unit test workflow, we get CUDA_VERSION, for example 11.1 +if defined CUDA_VERSION ( + set CUDA_VER=%CUDA_VERSION:.=% +) else ( + set CUDA_VER=%CU_VERSION:cu=% +) + set /a CUDA_VER=%CU_VERSION:cu=% set CUDA_VER_MAJOR=%CUDA_VER:~0,-1% set CUDA_VER_MINOR=%CUDA_VER:~-1,1% @@ -65,7 +72,7 @@ if not exist "%SRC_DIR%\temp_build\cuda_10.1.243_426.00_win10.exe" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cuda_10.1.243_426.00_win10.exe --output "%SRC_DIR%\temp_build\cuda_10.1.243_426.00_win10.exe" if errorlevel 1 exit /b 1 set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\cuda_10.1.243_426.00_win10.exe" - set "ARGS=nvcc_10.1 cuobjdump_10.1 nvprune_10.1 cupti_10.1 cublas_10.1 cublas_dev_10.1 cudart_10.1 cufft_10.1 cufft_dev_10.1 curand_10.1 curand_dev_10.1 cusolver_10.1 cusolver_dev_10.1 cusparse_10.1 cusparse_dev_10.1 nvgraph_10.1 nvgraph_dev_10.1 npp_10.1 npp_dev_10.1 nvrtc_10.1 nvrtc_dev_10.1 nvml_dev_10.1" + set "ARGS=nvcc_10.1 cuobjdump_10.1 nvprune_10.1 cupti_10.1 cublas_10.1 cublas_dev_10.1 cudart_10.1 cufft_10.1 cufft_dev_10.1 curand_10.1 curand_dev_10.1 cusolver_10.1 cusolver_dev_10.1 cusparse_10.1 cusparse_dev_10.1 nvgraph_10.1 nvgraph_dev_10.1 npp_10.1 npp_dev_10.1 nvjpeg_10.1 nvjpeg_dev_10.1 nvrtc_10.1 nvrtc_dev_10.1 nvml_dev_10.1" ) if not exist "%SRC_DIR%\temp_build\cudnn-10.1-windows10-x64-v7.6.4.38.zip" ( @@ -82,7 +89,7 @@ if not exist "%SRC_DIR%\temp_build\cuda_10.2.89_441.22_win10.exe" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cuda_10.2.89_441.22_win10.exe --output "%SRC_DIR%\temp_build\cuda_10.2.89_441.22_win10.exe" if errorlevel 1 exit /b 1 set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\cuda_10.2.89_441.22_win10.exe" - set "ARGS=nvcc_10.2 cuobjdump_10.2 nvprune_10.2 cupti_10.2 cublas_10.2 cublas_dev_10.2 cudart_10.2 cufft_10.2 cufft_dev_10.2 curand_10.2 curand_dev_10.2 cusolver_10.2 cusolver_dev_10.2 cusparse_10.2 cusparse_dev_10.2 nvgraph_10.2 nvgraph_dev_10.2 npp_10.2 npp_dev_10.2 nvrtc_10.2 nvrtc_dev_10.2 nvml_dev_10.2" + set "ARGS=nvcc_10.2 cuobjdump_10.2 nvprune_10.2 cupti_10.2 cublas_10.2 cublas_dev_10.2 cudart_10.2 cufft_10.2 cufft_dev_10.2 curand_10.2 curand_dev_10.2 cusolver_10.2 cusolver_dev_10.2 cusparse_10.2 cusparse_dev_10.2 nvgraph_10.2 nvgraph_dev_10.2 npp_10.2 npp_dev_10.2 nvjpeg_10.2 nvjpeg_dev_10.2 nvrtc_10.2 nvrtc_dev_10.2 nvml_dev_10.2" ) if not exist "%SRC_DIR%\temp_build\cudnn-10.2-windows10-x64-v7.6.5.32.zip" ( @@ -91,6 +98,15 @@ if not exist "%SRC_DIR%\temp_build\cudnn-10.2-windows10-x64-v7.6.5.32.zip" ( set "CUDNN_SETUP_FILE=%SRC_DIR%\temp_build\cudnn-10.2-windows10-x64-v7.6.5.32.zip" ) +rem The below only for cu102, if it's used in other version, e.g. cu111, torch.cuda.is_availabe() would be False. +if not exist "%SRC_DIR%\temp_build\gpu_driver_dlls.7z" ( + curl -k -L "https://drive.google.com/u/0/uc?id=1injUyo3lnarMgWyRcXqKg4UGnN0ysmuq&export=download" --output "%SRC_DIR%\temp_build\gpu_driver_dlls.zip" + if errorlevel 1 exit /b 1 +) + +echo Installing GPU driver DLLs +7z x %SRC_DIR%\temp_build\gpu_driver_dlls.zip -aoa -o"C:\Windows\System32" + goto cuda_common :cuda110 @@ -99,7 +115,7 @@ if not exist "%SRC_DIR%\temp_build\cuda_11.0.2_451.48_win10.exe" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cuda_11.0.2_451.48_win10.exe --output "%SRC_DIR%\temp_build\cuda_11.0.2_451.48_win10.exe" if errorlevel 1 exit /b 1 set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\cuda_11.0.2_451.48_win10.exe" - set "ARGS=nvcc_11.0 cuobjdump_11.0 nvprune_11.0 nvprof_11.0 cupti_11.0 cublas_11.0 cublas_dev_11.0 cudart_11.0 cufft_11.0 cufft_dev_11.0 curand_11.0 curand_dev_11.0 cusolver_11.0 cusolver_dev_11.0 cusparse_11.0 cusparse_dev_11.0 npp_11.0 npp_dev_11.0 nvrtc_11.0 nvrtc_dev_11.0 nvml_dev_11.0" + set "ARGS=nvcc_11.0 cuobjdump_11.0 nvprune_11.0 nvprof_11.0 cupti_11.0 cublas_11.0 cublas_dev_11.0 cudart_11.0 cufft_11.0 cufft_dev_11.0 curand_11.0 curand_dev_11.0 cusolver_11.0 cusolver_dev_11.0 cusparse_11.0 cusparse_dev_11.0 npp_11.0 npp_dev_11.0 nvjpeg_11.0 nvjpeg_dev_11.0 nvrtc_11.0 nvrtc_dev_11.0 nvml_dev_11.0" ) if not exist "%SRC_DIR%\temp_build\cudnn-11.0-windows-x64-v8.0.4.30.zip" ( @@ -116,12 +132,12 @@ if not exist "%SRC_DIR%\temp_build\cuda_11.1.0_456.43_win10.exe" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cuda_11.1.0_456.43_win10.exe --output "%SRC_DIR%\temp_build\cuda_11.1.0_456.43_win10.exe" if errorlevel 1 exit /b 1 set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\cuda_11.1.0_456.43_win10.exe" - set "ARGS=nvcc_11.1 cuobjdump_11.1 nvprune_11.1 nvprof_11.1 cupti_11.1 cublas_11.1 cublas_dev_11.1 cudart_11.1 cufft_11.1 cufft_dev_11.1 curand_11.1 curand_dev_11.1 cusolver_11.1 cusolver_dev_11.1 cusparse_11.1 cusparse_dev_11.1 npp_11.1 npp_dev_11.1 nvrtc_11.1 nvrtc_dev_11.1 nvml_dev_11.1" + set "ARGS=nvcc_11.1 cuobjdump_11.1 nvprune_11.1 nvprof_11.1 cupti_11.1 cublas_11.1 cublas_dev_11.1 cudart_11.1 cufft_11.1 cufft_dev_11.1 curand_11.1 curand_dev_11.1 cusolver_11.1 cusolver_dev_11.1 cusparse_11.1 cusparse_dev_11.1 npp_11.1 npp_dev_11.1 nvjpeg_11.1 nvjpeg_dev_11.1 nvrtc_11.1 nvrtc_dev_11.1 nvml_dev_11.1" ) @REM There is no downloadable driver for Tesla on CUDA 11.1 yet. We will use @REM the driver inside CUDA -if "%JOB_EXECUTOR%" == "windows-with-nvidia-gpu" set "ARGS=%ARGS% Display.Driver" +set "ARGS=%ARGS% Display.Driver" if not exist "%SRC_DIR%\temp_build\cudnn-11.1-windows-x64-v8.0.5.39.zip" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cudnn-11.1-windows-x64-v8.0.5.39.zip --output "%SRC_DIR%\temp_build\cudnn-11.1-windows-x64-v8.0.5.39.zip" @@ -137,7 +153,7 @@ if not exist "%SRC_DIR%\temp_build\cuda_11.2.0_460.89_win10.exe" ( curl -k -L https://ossci-windows.s3.amazonaws.com/cuda_11.2.0_460.89_win10.exe --output "%SRC_DIR%\temp_build\cuda_11.2.0_460.89_win10.exe" if errorlevel 1 exit /b 1 set "CUDA_SETUP_FILE=%SRC_DIR%\temp_build\cuda_11.2.0_460.89_win10.exe" - set "ARGS=nvcc_11.2 cuobjdump_11.2 nvprune_11.2 nvprof_11.2 cupti_11.2 cublas_11.2 cublas_dev_11.2 cudart_11.2 cufft_11.2 cufft_dev_11.2 curand_11.2 curand_dev_11.2 cusolver_11.2 cusolver_dev_11.2 cusparse_11.2 cusparse_dev_11.2 npp_11.2 npp_dev_11.2 nvrtc_11.2 nvrtc_dev_11.2 nvml_dev_11.2" + set "ARGS=nvcc_11.2 cuobjdump_11.2 nvprune_11.2 nvprof_11.2 cupti_11.2 cublas_11.2 cublas_dev_11.2 cudart_11.2 cufft_11.2 cufft_dev_11.2 curand_11.2 curand_dev_11.2 cusolver_11.2 cusolver_dev_11.2 cusparse_11.2 cusparse_dev_11.2 npp_11.2 npp_dev_11.2 nvjpeg_11.2 nvjpeg_dev_11.2 nvrtc_11.2 nvrtc_dev_11.2 nvml_dev_11.2" ) if not exist "%SRC_DIR%\temp_build\cudnn-11.2-windows-x64-v8.1.0.77.zip" ( @@ -175,11 +191,6 @@ if not exist "%SRC_DIR%\temp_build\NvToolsExt.7z" ( if errorlevel 1 exit /b 1 ) -if not exist "%SRC_DIR%\temp_build\gpu_driver_dlls.7z" ( - curl -k -L "https://drive.google.com/u/0/uc?id=1injUyo3lnarMgWyRcXqKg4UGnN0ysmuq&export=download" --output "%SRC_DIR%\temp_build\gpu_driver_dlls.zip" - if errorlevel 1 exit /b 1 -) - echo Installing CUDA toolkit... 7z x %CUDA_SETUP_FILE% -o"%SRC_DIR%\temp_build\cuda" pushd "%SRC_DIR%\temp_build\cuda" @@ -221,8 +232,5 @@ xcopy /Y "%SRC_DIR%\temp_build\cudnn\cuda\bin\*.*" "%ProgramFiles%\NVIDIA GPU Co xcopy /Y "%SRC_DIR%\temp_build\cudnn\cuda\lib\x64\*.*" "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v%CUDA_VERSION_STR%\lib\x64" xcopy /Y "%SRC_DIR%\temp_build\cudnn\cuda\include\*.*" "%ProgramFiles%\NVIDIA GPU Computing Toolkit\CUDA\v%CUDA_VERSION_STR%\include" -echo Installing GPU driver DLLs -7z x %SRC_DIR%\temp_build\gpu_driver_dlls.zip -aoa -o"C:\Windows\System32" - echo Cleaning temp files rd /s /q "%SRC_DIR%\temp_build" || ver > nul diff --git a/packaging/windows/internal/driver_update.bat b/packaging/windows/internal/driver_update.bat new file mode 100644 index 00000000000..00b43affc01 --- /dev/null +++ b/packaging/windows/internal/driver_update.bat @@ -0,0 +1,25 @@ +set "DRIVER_DOWNLOAD_LINK=https://ossci-windows.s3.amazonaws.com/461.09-data-center-tesla-desktop-winserver-2019-2016-international.exe" +curl --retry 3 -kL %DRIVER_DOWNLOAD_LINK% --output 461.09-data-center-tesla-desktop-winserver-2019-2016-international.exe +if errorlevel 1 exit /b 1 + +start /wait 461.09-data-center-tesla-desktop-winserver-2019-2016-international.exe -s -noreboot +if errorlevel 1 exit /b 1 + +del 461.09-data-center-tesla-desktop-winserver-2019-2016-international.exe || ver > NUL + +setlocal EnableDelayedExpansion +set NVIDIA_GPU_EXISTS=0 +for /F "delims=" %%i in ('wmic path win32_VideoController get name') do ( + set GPUS=%%i + if not "x!GPUS:NVIDIA=!" == "x!GPUS!" ( + SET NVIDIA_GPU_EXISTS=1 + goto gpu_check_end + ) +) +:gpu_check_end +endlocal & set NVIDIA_GPU_EXISTS=%NVIDIA_GPU_EXISTS% + +if "%NVIDIA_GPU_EXISTS%" == "0" ( + echo "CUDA Driver installation Failed" + exit /b 1 +) From a068602ea520a90e7ed8a3d4daa38342e7817528 Mon Sep 17 00:00:00 2001 From: Philip Meier Date: Wed, 29 Sep 2021 07:51:18 +0200 Subject: [PATCH 5/7] cleanup prototype datasets (#4471) * cleanup image folder * make shuffling mandatory * rename parameter in home() function * don't show builtin list * make categories optional in dataset info * use pseudo-infinite buffer size for shuffler Co-authored-by: Francisco Massa --- torchvision/prototype/datasets/__init__.py | 2 +- torchvision/prototype/datasets/_api.py | 6 +++--- torchvision/prototype/datasets/_folder.py | 8 ++------ torchvision/prototype/datasets/_home.py | 12 ++++++------ torchvision/prototype/datasets/decoder.py | 6 +++--- torchvision/prototype/datasets/utils/_dataset.py | 10 +++++----- torchvision/prototype/datasets/utils/_internal.py | 4 ++++ 7 files changed, 24 insertions(+), 24 deletions(-) diff --git a/torchvision/prototype/datasets/__init__.py b/torchvision/prototype/datasets/__init__.py index 18217b4bd3d..8661eb65cc5 100644 --- a/torchvision/prototype/datasets/__init__.py +++ b/torchvision/prototype/datasets/__init__.py @@ -2,5 +2,5 @@ from . import decoder, utils # Load this last, since some parts depend on the above being loaded first -from ._api import register, list, info, load +from ._api import register, _list as list, info, load from ._folder import from_data_folder, from_image_folder diff --git a/torchvision/prototype/datasets/_api.py b/torchvision/prototype/datasets/_api.py index 9f72baba1f1..29dce26dd0c 100644 --- a/torchvision/prototype/datasets/_api.py +++ b/torchvision/prototype/datasets/_api.py @@ -17,7 +17,8 @@ def register(dataset: Dataset) -> None: DATASETS[dataset.name] = dataset -def list() -> List[str]: +# This is exposed as 'list', but we avoid that here to not shadow the built-in 'list' +def _list() -> List[str]: return sorted(DATASETS.keys()) @@ -45,7 +46,6 @@ def info(name: str) -> DatasetInfo: def load( name: str, *, - shuffler: Optional[Callable[[IterDataPipe], IterDataPipe]] = None, decoder: Optional[Callable[[io.IOBase], torch.Tensor]] = pil, split: str = "train", **options: Any, @@ -55,4 +55,4 @@ def load( config = dataset.info.make_config(split=split, **options) root = home() / name - return dataset.to_datapipe(root, config=config, shuffler=shuffler, decoder=decoder) + return dataset.to_datapipe(root, config=config, decoder=decoder) diff --git a/torchvision/prototype/datasets/_folder.py b/torchvision/prototype/datasets/_folder.py index afdb78bc43c..5626f68650f 100644 --- a/torchvision/prototype/datasets/_folder.py +++ b/torchvision/prototype/datasets/_folder.py @@ -10,13 +10,11 @@ from torch.utils.data.datapipes.iter import FileLister, FileLoader, Mapper, Shuffler, Filter from torchvision.prototype.datasets.decoder import pil +from torchvision.prototype.datasets.utils._internal import INFINITE_BUFFER_SIZE __all__ = ["from_data_folder", "from_image_folder"] -# pseudo-infinite buffer size until a true infinite buffer is supported -INFINITE = 1_000_000_000 - def _is_not_top_level_file(path: str, *, root: pathlib.Path) -> bool: rel_path = pathlib.Path(path).relative_to(root) @@ -45,7 +43,6 @@ def _collate_and_decode_data( def from_data_folder( root: Union[str, pathlib.Path], *, - shuffler: Optional[Callable[[IterDataPipe], IterDataPipe]] = lambda dp: Shuffler(dp, buffer_size=INFINITE), decoder: Optional[Callable[[io.IOBase], torch.Tensor]] = None, valid_extensions: Optional[Collection[str]] = None, recursive: bool = True, @@ -55,8 +52,7 @@ def from_data_folder( masks: Union[List[str], str] = [f"*.{ext}" for ext in valid_extensions] if valid_extensions is not None else "" dp: IterDataPipe = FileLister(str(root), recursive=recursive, masks=masks) dp = Filter(dp, _is_not_top_level_file, fn_kwargs=dict(root=root)) - if shuffler: - dp = shuffler(dp) + dp = Shuffler(dp, buffer_size=INFINITE_BUFFER_SIZE) dp = FileLoader(dp) return ( Mapper(dp, _collate_and_decode_data, fn_kwargs=dict(root=root, categories=categories, decoder=decoder)), diff --git a/torchvision/prototype/datasets/_home.py b/torchvision/prototype/datasets/_home.py index b1d7751192b..535d35294b9 100644 --- a/torchvision/prototype/datasets/_home.py +++ b/torchvision/prototype/datasets/_home.py @@ -7,14 +7,14 @@ HOME = pathlib.Path(_get_torch_home()) / "datasets" / "vision" -def home(home: Optional[Union[str, pathlib.Path]] = None) -> pathlib.Path: +def home(root: Optional[Union[str, pathlib.Path]] = None) -> pathlib.Path: global HOME - if home is not None: - HOME = pathlib.Path(home).expanduser().resolve() + if root is not None: + HOME = pathlib.Path(root).expanduser().resolve() return HOME - home = os.getenv("TORCHVISION_DATASETS_HOME") - if home is not None: - return pathlib.Path(home) + root = os.getenv("TORCHVISION_DATASETS_HOME") + if root is not None: + return pathlib.Path(root) return HOME diff --git a/torchvision/prototype/datasets/decoder.py b/torchvision/prototype/datasets/decoder.py index cd41ceeac7a..4c10cff1035 100644 --- a/torchvision/prototype/datasets/decoder.py +++ b/torchvision/prototype/datasets/decoder.py @@ -1,12 +1,12 @@ import io -import numpy as np import PIL.Image import torch +from torchvision.transforms.functional import pil_to_tensor + __all__ = ["pil"] def pil(file: io.IOBase, mode: str = "RGB") -> torch.Tensor: - image = PIL.Image.open(file).convert(mode.upper()) - return torch.from_numpy(np.array(image, copy=True)).permute((2, 0, 1)) + return pil_to_tensor(PIL.Image.open(file).convert(mode.upper())) diff --git a/torchvision/prototype/datasets/utils/_dataset.py b/torchvision/prototype/datasets/utils/_dataset.py index 78ccc0a0186..b3cf53afc8d 100644 --- a/torchvision/prototype/datasets/utils/_dataset.py +++ b/torchvision/prototype/datasets/utils/_dataset.py @@ -98,7 +98,7 @@ def __init__( self, name: str, *, - categories: Union[int, Sequence[str], str, pathlib.Path], + categories: Optional[Union[int, Sequence[str], str, pathlib.Path]] = None, citation: Optional[str] = None, homepage: Optional[str] = None, license: Optional[str] = None, @@ -106,7 +106,9 @@ def __init__( ) -> None: self.name = name.lower() - if isinstance(categories, int): + if categories is None: + categories = [] + elif isinstance(categories, int): categories = [str(label) for label in range(categories)] elif isinstance(categories, (str, pathlib.Path)): with open(pathlib.Path(categories).expanduser().resolve(), "r") as fh: @@ -198,7 +200,6 @@ def _make_datapipe( resource_dps: List[IterDataPipe], *, config: DatasetConfig, - shuffler: Optional[Callable[[IterDataPipe], IterDataPipe]], decoder: Optional[Callable[[io.IOBase], torch.Tensor]], ) -> IterDataPipe[Dict[str, Any]]: pass @@ -208,7 +209,6 @@ def to_datapipe( root: Union[str, pathlib.Path], *, config: Optional[DatasetConfig] = None, - shuffler: Optional[Callable[[IterDataPipe], IterDataPipe]] = None, decoder: Optional[Callable[[io.IOBase], torch.Tensor]] = None, ) -> IterDataPipe[Dict[str, Any]]: if not config: @@ -217,4 +217,4 @@ def to_datapipe( resource_dps = [ resource.to_datapipe(root) for resource in self.resources(config) ] - return self._make_datapipe(resource_dps, config=config, shuffler=shuffler, decoder=decoder) + return self._make_datapipe(resource_dps, config=config, decoder=decoder) diff --git a/torchvision/prototype/datasets/utils/_internal.py b/torchvision/prototype/datasets/utils/_internal.py index f378c5da29d..ad4f70145d5 100644 --- a/torchvision/prototype/datasets/utils/_internal.py +++ b/torchvision/prototype/datasets/utils/_internal.py @@ -4,10 +4,14 @@ __all__ = [ + "INFINITE_BUFFER_SIZE", "sequence_to_str", "add_suggestion", ] +# pseudo-infinite until a true infinite buffer is supported by all datapipes +INFINITE_BUFFER_SIZE = 1_000_000_000 + def sequence_to_str(seq: Sequence, separate_last: str = "") -> str: if len(seq) == 1: From a9d710a8ae9df7922981ffc79ec5102a8a927352 Mon Sep 17 00:00:00 2001 From: Aditya Oke <47158509+oke-aditya@users.noreply.github.com> Date: Wed, 29 Sep 2021 13:20:11 +0530 Subject: [PATCH 6/7] Rewrite gallery example for masks to boxes. (#4484) * start writing example * Update example * Add PenFudan Files * Update example * Remove unused files * Update file and adopt changes * Create links, fix float Co-authored-by: Nicolas Hug --- docs/source/ops.rst | 2 + docs/source/utils.rst | 2 + gallery/assets/FudanPed00054.png | Bin 0 -> 316358 bytes gallery/assets/FudanPed00054_mask.png | Bin 0 -> 2358 bytes gallery/plot_repurposing_annotations.py | 209 +++++++++++++++++++----- 5 files changed, 173 insertions(+), 40 deletions(-) create mode 100644 gallery/assets/FudanPed00054.png create mode 100644 gallery/assets/FudanPed00054_mask.png diff --git a/docs/source/ops.rst b/docs/source/ops.rst index 5fd4b75e59d..f4f03bdb298 100644 --- a/docs/source/ops.rst +++ b/docs/source/ops.rst @@ -1,3 +1,5 @@ +.. _ops: + torchvision.ops =============== diff --git a/docs/source/utils.rst b/docs/source/utils.rst index acaf785d817..b0a2d743d4e 100644 --- a/docs/source/utils.rst +++ b/docs/source/utils.rst @@ -1,3 +1,5 @@ +.. _utils: + 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""" -import os.path -import PIL.Image -import matplotlib.patches -import matplotlib.pyplot -import numpy + +import os +import numpy as np import torch -from torchvision.ops import masks_to_boxes +import matplotlib.pyplot as plt + +import torchvision.transforms.functional as F + + +ASSETS_DIRECTORY = "assets" -ASSETS_DIRECTORY = "../test/assets" +plt.rcParams["savefig.bbox"] = "tight" + + +def show(imgs): + if not isinstance(imgs, list): + imgs = [imgs] + fix, axs = plt.subplots(ncols=len(imgs), squeeze=False) + for i, img in enumerate(imgs): + img = img.detach() + img = F.to_pil_image(img) + axs[0, i].imshow(np.asarray(img)) + axs[0, i].set(xticklabels=[], yticklabels=[], xticks=[], yticks=[]) -matplotlib.pyplot.rcParams["savefig.bbox"] = "tight" #################################### # Masks @@ -26,9 +41,9 @@ # In tasks like instance and panoptic segmentation, masks are commonly defined, and are defined by this package, # as a multi-dimensional array (e.g. a NumPy array or a PyTorch tensor) with the following shape: # -# (objects, height, width) +# (num_objects, height, width) # -# Where objects is the number of annotated objects in the image. Each (height, width) object corresponds to exactly +# Where num_objects is the number of annotated objects in the image. Each (height, width) object corresponds to exactly # one object. For example, if your input image has the dimensions 224 x 224 and has four annotated objects the shape # of your masks annotation has the following shape: # @@ -36,40 +51,154 @@ # # A nice property of masks is that they can be easily repurposed to be used in methods to solve a variety of object # localization tasks. -# -# Masks to bounding boxes -# ---------------------------------------- -# For example, the masks to bounding_boxes operation can be used to transform masks into bounding boxes that can be -# used in methods like Faster RCNN and YOLO. -with PIL.Image.open(os.path.join(ASSETS_DIRECTORY, "masks.tiff")) as image: - masks = torch.zeros((image.n_frames, image.height, image.width), dtype=torch.int) +#################################### +# Converting Masks to Bounding Boxes +# ----------------------------------------------- +# For example, the :func:`~torchvision.ops.masks_to_boxes` operation can be used to +# transform masks into bounding boxes that can be +# used as input to detection models such as FasterRCNN and RetinaNet. +# We will take images and masks from the `PenFudan Dataset `_. + + +from torchvision.io import read_image + +img_path = os.path.join(ASSETS_DIRECTORY, "FudanPed00054.png") +mask_path = os.path.join(ASSETS_DIRECTORY, "FudanPed00054_mask.png") +img = read_image(img_path) +mask = read_image(mask_path) + + +######################### +# Here the masks are represented as a PNG Image, with floating point values. +# Each pixel is encoded as different colors, with 0 being background. +# Notice that the spatial dimensions of image and mask match. + +print(mask.size()) +print(img.size()) +print(mask) + +############################ + +# We get the unique colors, as these would be the object ids. +obj_ids = torch.unique(mask) + +# first id is the background, so remove it. +obj_ids = obj_ids[1:] + +# split the color-encoded mask into a set of boolean masks. +# Note that this snippet would work as well if the masks were float values instead of ints. +masks = mask == obj_ids[:, None, None] + +######################## +# Now the masks are a boolean tensor. +# The first dimension in this case 3 and denotes the number of instances: there are 3 people in the image. +# The other two dimensions are height and width, which are equal to the dimensions of the image. +# For each instance, the boolean tensors represent if the particular pixel +# belongs to the segmentation mask of the image. + +print(masks.size()) +print(masks) + +#################################### +# Let us visualize an image and plot its corresponding segmentation masks. +# We will use the :func:`~torchvision.utils.draw_segmentation_masks` to draw the segmentation masks. + +from torchvision.utils import draw_segmentation_masks + +drawn_masks = [] +for mask in masks: + drawn_masks.append(draw_segmentation_masks(img, mask, alpha=0.8, colors="blue")) + +show(drawn_masks) + +#################################### +# To convert the boolean masks into bounding boxes. +# We will use the :func:`~torchvision.ops.masks_to_boxes` from the torchvision.ops module +# It returns the boxes in ``(xmin, ymin, xmax, ymax)`` format. + +from torchvision.ops import masks_to_boxes + +boxes = masks_to_boxes(masks) +print(boxes.size()) +print(boxes) + +#################################### +# As the shape denotes, there are 3 boxes and in ``(xmin, ymin, xmax, ymax)`` format. +# These can be visualized very easily with :func:`~torchvision.utils.draw_bounding_boxes` utility +# provided in :ref:`torchvision.utils `. + +from torchvision.utils import draw_bounding_boxes + +drawn_boxes = draw_bounding_boxes(img, boxes, colors="red") +show(drawn_boxes) + +################################### +# These boxes can now directly be used by detection models in torchvision. +# Here is demo with a Faster R-CNN model loaded from +# :func:`~torchvision.models.detection.fasterrcnn_resnet50_fpn` + +from torchvision.models.detection import fasterrcnn_resnet50_fpn + +model = fasterrcnn_resnet50_fpn(pretrained=True, progress=False) +print(img.size()) + +img = F.convert_image_dtype(img, torch.float) +target = {} +target["boxes"] = boxes +target["labels"] = labels = torch.ones((masks.size(0),), dtype=torch.int64) +detection_outputs = model(img.unsqueeze(0), [target]) + + +#################################### +# Converting Segmentation Dataset to Detection Dataset +# ---------------------------------------------------- +# +# With this utility it becomes very simple to convert a segmentation dataset to a detection dataset. +# With this we can now use a segmentation dataset to train a detection model. +# One can similarly convert panoptic dataset to detection dataset. +# Here is an example where we re-purpose the dataset from the +# `PenFudan Detection Tutorial `_. - for index in range(image.n_frames): - image.seek(index) +class SegmentationToDetectionDataset(torch.utils.data.Dataset): + def __init__(self, root, transforms): + self.root = root + self.transforms = transforms + # load all image files, sorting them to + # ensure that they are aligned + self.imgs = list(sorted(os.listdir(os.path.join(root, "PNGImages")))) + self.masks = list(sorted(os.listdir(os.path.join(root, "PedMasks")))) - frame = numpy.array(image) + def __getitem__(self, idx): + # load images and masks + img_path = os.path.join(self.root, "PNGImages", self.imgs[idx]) + mask_path = os.path.join(self.root, "PedMasks", self.masks[idx]) - masks[index] = torch.tensor(frame) + img = read_image(img_path) + mask = read_image(mask_path) -bounding_boxes = masks_to_boxes(masks) + img = F.convert_image_dtype(img, dtype=torch.float) + mask = F.convert_image_dtype(mask, dtype=torch.float) -figure = matplotlib.pyplot.figure() + # We get the unique colors, as these would be the object ids. + obj_ids = torch.unique(mask) -a = figure.add_subplot(121) -b = figure.add_subplot(122) + # first id is the background, so remove it. + obj_ids = obj_ids[1:] -labeled_image = torch.sum(masks, 0) + # split the color-encoded mask into a set of boolean masks. + masks = mask == obj_ids[:, None, None] -a.imshow(labeled_image) -b.imshow(labeled_image) + boxes = masks_to_boxes(masks) -for bounding_box in bounding_boxes: - x0, y0, x1, y1 = bounding_box + # there is only one class + labels = torch.ones((masks.shape[0],), dtype=torch.int64) - rectangle = matplotlib.patches.Rectangle((x0, y0), x1 - x0, y1 - y0, linewidth=1, edgecolor="r", facecolor="none") + target = {} + target["boxes"] = boxes + target["labels"] = labels - b.add_patch(rectangle) + if self.transforms is not None: + img, target = self.transforms(img, target) -a.set(xticklabels=[], yticklabels=[], xticks=[], yticks=[]) -b.set(xticklabels=[], yticklabels=[], xticks=[], yticks=[]) + return img, target From b5d81f02771c97018e8d6aa44255d8ae705137fb Mon Sep 17 00:00:00 2001 From: Aditya Oke <47158509+oke-aditya@users.noreply.github.com> Date: Wed, 29 Sep 2021 18:01:41 +0530 Subject: [PATCH 7/7] Add JIT tests (#4472) Co-authored-by: Francisco Massa --- test/test_ops.py | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/test/test_ops.py b/test/test_ops.py index 8ab23f3ff64..9823cb1a81a 100644 --- a/test/test_ops.py +++ b/test/test_ops.py @@ -959,6 +959,14 @@ def area_check(box, expected, tolerance=1e-4): expected = torch.tensor([605113.875, 600495.1875, 592247.25]) area_check(box_tensor, expected) + def test_box_area_jit(self): + box_tensor = torch.tensor([[0, 0, 100, 100], [0, 0, 0, 0]], dtype=torch.float) + TOLERANCE = 1e-3 + expected = ops.box_area(box_tensor) + scripted_fn = torch.jit.script(ops.box_area) + scripted_area = scripted_fn(box_tensor) + torch.testing.assert_close(scripted_area, expected, rtol=0.0, atol=TOLERANCE) + class TestBoxIou: def test_iou(self): @@ -980,6 +988,14 @@ def iou_check(box, expected, tolerance=1e-4): expected = torch.tensor([[1.0, 0.9933, 0.9673], [0.9933, 1.0, 0.9737], [0.9673, 0.9737, 1.0]]) iou_check(box_tensor, expected, tolerance=0.002 if dtype == torch.float16 else 1e-4) + def test_iou_jit(self): + box_tensor = torch.tensor([[0, 0, 100, 100], [0, 0, 50, 50], [200, 200, 300, 300]], dtype=torch.float) + TOLERANCE = 1e-3 + expected = ops.box_iou(box_tensor, box_tensor) + scripted_fn = torch.jit.script(ops.box_iou) + scripted_iou = scripted_fn(box_tensor, box_tensor) + torch.testing.assert_close(scripted_iou, expected, rtol=0.0, atol=TOLERANCE) + class TestGenBoxIou: def test_gen_iou(self): @@ -1001,6 +1017,14 @@ def gen_iou_check(box, expected, tolerance=1e-4): expected = torch.tensor([[1.0, 0.9933, 0.9673], [0.9933, 1.0, 0.9737], [0.9673, 0.9737, 1.0]]) gen_iou_check(box_tensor, expected, tolerance=0.002 if dtype == torch.float16 else 1e-3) + def test_giou_jit(self): + box_tensor = torch.tensor([[0, 0, 100, 100], [0, 0, 50, 50], [200, 200, 300, 300]], dtype=torch.float) + TOLERANCE = 1e-3 + expected = ops.generalized_box_iou(box_tensor, box_tensor) + scripted_fn = torch.jit.script(ops.generalized_box_iou) + scripted_iou = scripted_fn(box_tensor, box_tensor) + torch.testing.assert_close(scripted_iou, expected, rtol=0.0, atol=TOLERANCE) + class TestMasksToBoxes: def test_masks_box(self):