diff --git a/common/install_cuda.sh b/common/install_cuda.sh deleted file mode 100644 index 2088447a7..000000000 --- a/common/install_cuda.sh +++ /dev/null @@ -1,239 +0,0 @@ -#!/bin/bash - -set -ex - -NCCL_VERSION=v2.21.5-1 -CUDNN_VERSION=9.1.0.70 - -function install_cusparselt_040 { - # cuSparseLt license: https://docs.nvidia.com/cuda/cusparselt/license.html - mkdir tmp_cusparselt && pushd tmp_cusparselt - wget -q https://developer.download.nvidia.com/compute/cusparselt/redist/libcusparse_lt/linux-x86_64/libcusparse_lt-linux-x86_64-0.4.0.7-archive.tar.xz - tar xf libcusparse_lt-linux-x86_64-0.4.0.7-archive.tar.xz - cp -a libcusparse_lt-linux-x86_64-0.4.0.7-archive/include/* /usr/local/cuda/include/ - cp -a libcusparse_lt-linux-x86_64-0.4.0.7-archive/lib/* /usr/local/cuda/lib64/ - popd - rm -rf tmp_cusparselt -} - -function install_cusparselt_052 { - # cuSparseLt license: https://docs.nvidia.com/cuda/cusparselt/license.html - mkdir tmp_cusparselt && pushd tmp_cusparselt - wget -q https://developer.download.nvidia.com/compute/cusparselt/redist/libcusparse_lt/linux-x86_64/libcusparse_lt-linux-x86_64-0.5.2.1-archive.tar.xz - tar xf libcusparse_lt-linux-x86_64-0.5.2.1-archive.tar.xz - cp -a libcusparse_lt-linux-x86_64-0.5.2.1-archive/include/* /usr/local/cuda/include/ - cp -a libcusparse_lt-linux-x86_64-0.5.2.1-archive/lib/* /usr/local/cuda/lib64/ - popd - rm -rf tmp_cusparselt -} - -function install_118 { - echo "Installing CUDA 11.8 and cuDNN ${CUDNN_VERSION} and NCCL ${NCCL_VERSION} and cuSparseLt-0.4.0" - rm -rf /usr/local/cuda-11.8 /usr/local/cuda - # install CUDA 11.8.0 in the same container - wget -q https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run - chmod +x cuda_11.8.0_520.61.05_linux.run - ./cuda_11.8.0_520.61.05_linux.run --toolkit --silent - rm -f cuda_11.8.0_520.61.05_linux.run - rm -f /usr/local/cuda && ln -s /usr/local/cuda-11.8 /usr/local/cuda - - # cuDNN license: https://developer.nvidia.com/cudnn/license_agreement - mkdir tmp_cudnn && cd tmp_cudnn - wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive.tar.xz -O cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive.tar.xz - tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive.tar.xz - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive/include/* /usr/local/cuda/include/ - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf tmp_cudnn - - # NCCL license: https://docs.nvidia.com/deeplearning/nccl/#licenses - # Follow build: https://github.com/NVIDIA/nccl/tree/master?tab=readme-ov-file#build - git clone -b $NCCL_VERSION --depth 1 https://github.com/NVIDIA/nccl.git - cd nccl && make -j src.build - cp -a build/include/* /usr/local/cuda/include/ - cp -a build/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf nccl - - install_cusparselt_040 - - ldconfig -} - -function install_121 { - echo "Installing CUDA 12.1 and cuDNN ${CUDNN_VERSION} and NCCL ${NCCL_VERSION} and cuSparseLt-0.5.2" - rm -rf /usr/local/cuda-12.1 /usr/local/cuda - # install CUDA 12.1.0 in the same container - wget -q https://developer.download.nvidia.com/compute/cuda/12.1.1/local_installers/cuda_12.1.1_530.30.02_linux.run - chmod +x cuda_12.1.1_530.30.02_linux.run - ./cuda_12.1.1_530.30.02_linux.run --toolkit --silent - rm -f cuda_12.1.1_530.30.02_linux.run - rm -f /usr/local/cuda && ln -s /usr/local/cuda-12.1 /usr/local/cuda - - # cuDNN license: https://developer.nvidia.com/cudnn/license_agreement - mkdir tmp_cudnn && cd tmp_cudnn - wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz -O cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz - tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/include/* /usr/local/cuda/include/ - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf tmp_cudnn - - # NCCL license: https://docs.nvidia.com/deeplearning/nccl/#licenses - # Follow build: https://github.com/NVIDIA/nccl/tree/master?tab=readme-ov-file#build - git clone -b $NCCL_VERSION --depth 1 https://github.com/NVIDIA/nccl.git - cd nccl && make -j src.build - cp -a build/include/* /usr/local/cuda/include/ - cp -a build/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf nccl - - install_cusparselt_052 - - ldconfig -} - -function install_124 { - echo "Installing CUDA 12.4 and cuDNN ${CUDNN_VERSION} and NCCL ${NCCL_VERSION} and cuSparseLt-0.5.2" - rm -rf /usr/local/cuda-12.4 /usr/local/cuda - # install CUDA 12.4.0 in the same container - wget -q https://developer.download.nvidia.com/compute/cuda/12.4.0/local_installers/cuda_12.4.0_550.54.14_linux.run - chmod +x cuda_12.4.0_550.54.14_linux.run - ./cuda_12.4.0_550.54.14_linux.run --toolkit --silent - rm -f cuda_12.4.0_550.54.14_linux.run - rm -f /usr/local/cuda && ln -s /usr/local/cuda-12.4 /usr/local/cuda - - # cuDNN license: https://developer.nvidia.com/cudnn/license_agreement - mkdir tmp_cudnn && cd tmp_cudnn - wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz -O cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz - tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/include/* /usr/local/cuda/include/ - cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf tmp_cudnn - - # NCCL license: https://docs.nvidia.com/deeplearning/nccl/#licenses - # Follow build: https://github.com/NVIDIA/nccl/tree/master?tab=readme-ov-file#build - git clone -b $NCCL_VERSION --depth 1 https://github.com/NVIDIA/nccl.git - cd nccl && make -j src.build - cp -a build/include/* /usr/local/cuda/include/ - cp -a build/lib/* /usr/local/cuda/lib64/ - cd .. - rm -rf nccl - - install_cusparselt_052 - - ldconfig -} - -function prune_118 { - echo "Pruning CUDA 11.8 and cuDNN" - ##################################################################################### - # CUDA 11.8 prune static libs - ##################################################################################### - export NVPRUNE="/usr/local/cuda-11.8/bin/nvprune" - export CUDA_LIB_DIR="/usr/local/cuda-11.8/lib64" - - export GENCODE="-gencode arch=compute_35,code=sm_35 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - export GENCODE_CUDNN="-gencode arch=compute_35,code=sm_35 -gencode arch=compute_37,code=sm_37 -gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - - if [[ -n "$OVERRIDE_GENCODE" ]]; then - export GENCODE=$OVERRIDE_GENCODE - fi - - # all CUDA libs except CuDNN and CuBLAS (cudnn and cublas need arch 3.7 included) - ls $CUDA_LIB_DIR/ | grep "\.a" | grep -v "culibos" | grep -v "cudart" | grep -v "cudnn" | grep -v "cublas" | grep -v "metis" \ - | xargs -I {} bash -c \ - "echo {} && $NVPRUNE $GENCODE $CUDA_LIB_DIR/{} -o $CUDA_LIB_DIR/{}" - - # prune CuDNN and CuBLAS - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublas_static.a -o $CUDA_LIB_DIR/libcublas_static.a - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublasLt_static.a -o $CUDA_LIB_DIR/libcublasLt_static.a - - ##################################################################################### - # CUDA 11.8 prune visual tools - ##################################################################################### - export CUDA_BASE="/usr/local/cuda-11.8/" - rm -rf $CUDA_BASE/libnvvp $CUDA_BASE/nsightee_plugins $CUDA_BASE/nsight-compute-2022.3.0 $CUDA_BASE/nsight-systems-2022.4.2/ -} - -function prune_121 { - echo "Pruning CUDA 12.1" - ##################################################################################### - # CUDA 12.1 prune static libs - ##################################################################################### - export NVPRUNE="/usr/local/cuda-12.1/bin/nvprune" - export CUDA_LIB_DIR="/usr/local/cuda-12.1/lib64" - - export GENCODE="-gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - export GENCODE_CUDNN="-gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - - if [[ -n "$OVERRIDE_GENCODE" ]]; then - export GENCODE=$OVERRIDE_GENCODE - fi - - # all CUDA libs except CuDNN and CuBLAS - ls $CUDA_LIB_DIR/ | grep "\.a" | grep -v "culibos" | grep -v "cudart" | grep -v "cudnn" | grep -v "cublas" | grep -v "metis" \ - | xargs -I {} bash -c \ - "echo {} && $NVPRUNE $GENCODE $CUDA_LIB_DIR/{} -o $CUDA_LIB_DIR/{}" - - # prune CuDNN and CuBLAS - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublas_static.a -o $CUDA_LIB_DIR/libcublas_static.a - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublasLt_static.a -o $CUDA_LIB_DIR/libcublasLt_static.a - - ##################################################################################### - # CUDA 12.1 prune visual tools - ##################################################################################### - export CUDA_BASE="/usr/local/cuda-12.1/" - rm -rf $CUDA_BASE/libnvvp $CUDA_BASE/nsightee_plugins $CUDA_BASE/nsight-compute-2023.1.0 $CUDA_BASE/nsight-systems-2023.1.2/ -} - -function prune_124 { - echo "Pruning CUDA 12.4" - ##################################################################################### - # CUDA 12.4 prune static libs - ##################################################################################### - export NVPRUNE="/usr/local/cuda-12.4/bin/nvprune" - export CUDA_LIB_DIR="/usr/local/cuda-12.4/lib64" - - export GENCODE="-gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - export GENCODE_CUDNN="-gencode arch=compute_50,code=sm_50 -gencode arch=compute_60,code=sm_60 -gencode arch=compute_61,code=sm_61 -gencode arch=compute_70,code=sm_70 -gencode arch=compute_75,code=sm_75 -gencode arch=compute_80,code=sm_80 -gencode arch=compute_86,code=sm_86 -gencode arch=compute_90,code=sm_90" - - if [[ -n "$OVERRIDE_GENCODE" ]]; then - export GENCODE=$OVERRIDE_GENCODE - fi - if [[ -n "$OVERRIDE_GENCODE_CUDNN" ]]; then - export GENCODE_CUDNN=$OVERRIDE_GENCODE_CUDNN - fi - - # all CUDA libs except CuDNN and CuBLAS - ls $CUDA_LIB_DIR/ | grep "\.a" | grep -v "culibos" | grep -v "cudart" | grep -v "cudnn" | grep -v "cublas" | grep -v "metis" \ - | xargs -I {} bash -c \ - "echo {} && $NVPRUNE $GENCODE $CUDA_LIB_DIR/{} -o $CUDA_LIB_DIR/{}" - - # prune CuDNN and CuBLAS - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublas_static.a -o $CUDA_LIB_DIR/libcublas_static.a - $NVPRUNE $GENCODE_CUDNN $CUDA_LIB_DIR/libcublasLt_static.a -o $CUDA_LIB_DIR/libcublasLt_static.a - - ##################################################################################### - # CUDA 12.1 prune visual tools - ##################################################################################### - export CUDA_BASE="/usr/local/cuda-12.4/" - rm -rf $CUDA_BASE/libnvvp $CUDA_BASE/nsightee_plugins $CUDA_BASE/nsight-compute-2024.1.0 $CUDA_BASE/nsight-systems-2023.4.4/ -} - -# idiomatic parameter and option handling in sh -while test $# -gt 0 -do - case "$1" in - 11.8) install_118; prune_118 - ;; - 12.1) install_121; prune_121 - ;; - 12.4) install_124; prune_124 - ;; - *) echo "bad argument $1"; exit 1 - ;; - esac - shift -done diff --git a/manywheel/build_cuda.sh b/manywheel/build_cuda.sh index cf2d34d8d..4eda14a39 100644 --- a/manywheel/build_cuda.sh +++ b/manywheel/build_cuda.sh @@ -85,20 +85,6 @@ case ${CUDA_VERSION} in ;; esac -if [[ -n "$OVERRIDE_TORCH_CUDA_ARCH_LIST" ]]; then - TORCH_CUDA_ARCH_LIST="$OVERRIDE_TORCH_CUDA_ARCH_LIST" - - # Prune CUDA again with new arch list. Unfortunately, we need to re-install CUDA to prune it again - override_gencode="" - for arch in ${TORCH_CUDA_ARCH_LIST//;/ } ; do - arch_code=$(echo "$arch" | tr -d .) - override_gencode="${override_gencode}-gencode arch=compute_$arch_code,code=sm_$arch_code " - done - - export OVERRIDE_GENCODE=$override_gencode - bash "$(dirname "$SCRIPTPATH")"/common/install_cuda.sh "${CUDA_VERSION}" -fi - export TORCH_CUDA_ARCH_LIST=${TORCH_CUDA_ARCH_LIST} echo "${TORCH_CUDA_ARCH_LIST}"