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Update cudnn from v8 to v9 across CUDA versions and x86/arm (#1847)
* Update cudnn to v9.1.0.70 for cuda11.8, cuda12.1, and cuda12.4 * Add CUDNN_VERSION variable * Remove 2 spaces for install_cu124 * trivial fix * Fix DEPS_LIST and DEPS_SONAME for x86 Update cudnn to v9 for arm cuda binary as well * libcudnn_adv_infer/libcudnn_adv_train becomes libcudnn_adv * Change DEPS due to cudnn v9 libraries name changes (and additions) * Fix lint * Add missing changes to cu121/cu124
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-61
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6 files changed

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lines changed

‎aarch64_linux/aarch64_wheel_ci_build.py‎

Lines changed: 8 additions & 7 deletions
Original file line numberDiff line numberDiff line change
@@ -65,7 +65,7 @@ def update_wheel(wheel_path) -> None:
6565
os.system(f"unzip {wheel_path} -d {folder}/tmp")
6666
libs_to_copy = [
6767
"/usr/local/cuda/extras/CUPTI/lib64/libcupti.so.12",
68-
"/usr/local/cuda/lib64/libcudnn.so.8",
68+
"/usr/local/cuda/lib64/libcudnn.so.9",
6969
"/usr/local/cuda/lib64/libcublas.so.12",
7070
"/usr/local/cuda/lib64/libcublasLt.so.12",
7171
"/usr/local/cuda/lib64/libcudart.so.12",
@@ -78,12 +78,13 @@ def update_wheel(wheel_path) -> None:
7878
"/usr/local/cuda/lib64/libnvJitLink.so.12",
7979
"/usr/local/cuda/lib64/libnvrtc.so.12",
8080
"/usr/local/cuda/lib64/libnvrtc-builtins.so.12.4",
81-
"/usr/local/cuda/lib64/libcudnn_adv_infer.so.8",
82-
"/usr/local/cuda/lib64/libcudnn_adv_train.so.8",
83-
"/usr/local/cuda/lib64/libcudnn_cnn_infer.so.8",
84-
"/usr/local/cuda/lib64/libcudnn_cnn_train.so.8",
85-
"/usr/local/cuda/lib64/libcudnn_ops_infer.so.8",
86-
"/usr/local/cuda/lib64/libcudnn_ops_train.so.8",
81+
"/usr/local/cuda/lib64/libcudnn_adv.so.9"
82+
"/usr/local/cuda/lib64/libcudnn_cnn.so.9"
83+
"/usr/local/cuda/lib64/libcudnn_graph.so.9"
84+
"/usr/local/cuda/lib64/libcudnn_ops.so.9"
85+
"/usr/local/cuda/lib64/libcudnn_engines_runtime_compiled.so.9"
86+
"/usr/local/cuda/lib64/libcudnn_engines_precompiled.so.9"
87+
"/usr/local/cuda/lib64/libcudnn_heuristic.so.9"
8788
"/opt/conda/envs/aarch64_env/lib/libgomp.so.1",
8889
"/opt/OpenBLAS/lib/libopenblas.so.0",
8990
"/acl/build/libarm_compute.so",

‎common/install_cuda.sh‎

Lines changed: 17 additions & 15 deletions
Original file line numberDiff line numberDiff line change
@@ -2,6 +2,8 @@
22

33
set -ex
44

5+
CUDNN_VERSION=9.1.0.70
6+
57
function install_cusparselt_040 {
68
# cuSparseLt license: https://docs.nvidia.com/cuda/cusparselt/license.html
79
mkdir tmp_cusparselt && pushd tmp_cusparselt
@@ -25,7 +27,7 @@ function install_cusparselt_052 {
2527
}
2628

2729
function install_118 {
28-
echo "Installing CUDA 11.8 and cuDNN 8.7 and NCCL 2.15 and cuSparseLt-0.4.0"
30+
echo "Installing CUDA 11.8 and cuDNN ${CUDNN_VERSION} and NCCL 2.15 and cuSparseLt-0.4.0"
2931
rm -rf /usr/local/cuda-11.8 /usr/local/cuda
3032
# install CUDA 11.8.0 in the same container
3133
wget -q https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run
@@ -36,10 +38,10 @@ function install_118 {
3638

3739
# cuDNN license: https://developer.nvidia.com/cudnn/license_agreement
3840
mkdir tmp_cudnn && cd tmp_cudnn
39-
wget -q https://developer.download.nvidia.com/compute/redist/cudnn/v8.7.0/local_installers/11.8/cudnn-linux-x86_64-8.7.0.84_cuda11-archive.tar.xz -O cudnn-linux-x86_64-8.7.0.84_cuda11-archive.tar.xz
40-
tar xf cudnn-linux-x86_64-8.7.0.84_cuda11-archive.tar.xz
41-
cp -a cudnn-linux-x86_64-8.7.0.84_cuda11-archive/include/* /usr/local/cuda/include/
42-
cp -a cudnn-linux-x86_64-8.7.0.84_cuda11-archive/lib/* /usr/local/cuda/lib64/
41+
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
42+
tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive.tar.xz
43+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive/include/* /usr/local/cuda/include/
44+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda11-archive/lib/* /usr/local/cuda/lib64/
4345
cd ..
4446
rm -rf tmp_cudnn
4547

@@ -58,7 +60,7 @@ function install_118 {
5860
}
5961

6062
function install_121 {
61-
echo "Installing CUDA 12.1 and cuDNN 8.9 and NCCL 2.20.5 and cuSparseLt-0.5.2"
63+
echo "Installing CUDA 12.1 and cuDNN ${CUDNN_VERSION} and NCCL 2.20.5 and cuSparseLt-0.5.2"
6264
rm -rf /usr/local/cuda-12.1 /usr/local/cuda
6365
# install CUDA 12.1.0 in the same container
6466
wget -q https://developer.download.nvidia.com/compute/cuda/12.1.1/local_installers/cuda_12.1.1_530.30.02_linux.run
@@ -69,10 +71,10 @@ function install_121 {
6971

7072
# cuDNN license: https://developer.nvidia.com/cudnn/license_agreement
7173
mkdir tmp_cudnn && cd tmp_cudnn
72-
wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz -O cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz
73-
tar xf cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz
74-
cp -a cudnn-linux-x86_64-8.9.2.26_cuda12-archive/include/* /usr/local/cuda/include/
75-
cp -a cudnn-linux-x86_64-8.9.2.26_cuda12-archive/lib/* /usr/local/cuda/lib64/
74+
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
75+
tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz
76+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/include/* /usr/local/cuda/include/
77+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/lib/* /usr/local/cuda/lib64/
7678
cd ..
7779
rm -rf tmp_cudnn
7880

@@ -91,7 +93,7 @@ function install_121 {
9193
}
9294

9395
function install_124 {
94-
echo "Installing CUDA 12.4 and cuDNN 8.9 and NCCL 2.20.5 and cuSparseLt-0.5.2"
96+
echo "Installing CUDA 12.4 and cuDNN ${CUDNN_VERSION} and NCCL 2.20.5 and cuSparseLt-0.5.2"
9597
rm -rf /usr/local/cuda-12.4 /usr/local/cuda
9698
# install CUDA 12.4.0 in the same container
9799
wget -q https://developer.download.nvidia.com/compute/cuda/12.4.0/local_installers/cuda_12.4.0_550.54.14_linux.run
@@ -102,10 +104,10 @@ function install_124 {
102104

103105
# cuDNN license: https://developer.nvidia.com/cudnn/license_agreement
104106
mkdir tmp_cudnn && cd tmp_cudnn
105-
wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-x86_64/cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz -O cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz
106-
tar xf cudnn-linux-x86_64-8.9.2.26_cuda12-archive.tar.xz
107-
cp -a cudnn-linux-x86_64-8.9.2.26_cuda12-archive/include/* /usr/local/cuda/include/
108-
cp -a cudnn-linux-x86_64-8.9.2.26_cuda12-archive/lib/* /usr/local/cuda/lib64/
107+
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
108+
tar xf cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive.tar.xz
109+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/include/* /usr/local/cuda/include/
110+
cp -a cudnn-linux-x86_64-${CUDNN_VERSION}_cuda12-archive/lib/* /usr/local/cuda/lib64/
109111
cd ..
110112
rm -rf tmp_cudnn
111113

‎common/install_cuda_aarch64.sh‎

Lines changed: 5 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -14,7 +14,7 @@ function install_cusparselt_052 {
1414
}
1515

1616
function install_124 {
17-
echo "Installing CUDA 12.4 and cuDNN 8.9 and NCCL 2.20.5 and cuSparseLt-0.5.2"
17+
echo "Installing CUDA 12.4 and cuDNN 9.1 and NCCL 2.20.5 and cuSparseLt-0.5.2"
1818
rm -rf /usr/local/cuda-12.4 /usr/local/cuda
1919
# install CUDA 12.4.0 in the same container
2020
wget -q https://developer.download.nvidia.com/compute/cuda/12.4.0/local_installers/cuda_12.4.0_550.54.14_linux_sbsa.run
@@ -25,10 +25,10 @@ function install_124 {
2525

2626
# cuDNN license: https://developer.nvidia.com/cudnn/license_agreement
2727
mkdir tmp_cudnn && cd tmp_cudnn
28-
wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-sbsa/cudnn-linux-sbsa-8.9.2.26_cuda12-archive.tar.xz -O cudnn-linux-sbsa-8.9.2.26_cuda12-archive.tar.xz
29-
tar xf cudnn-linux-sbsa-8.9.2.26_cuda12-archive.tar.xz
30-
cp -a cudnn-linux-sbsa-8.9.2.26_cuda12-archive/include/* /usr/local/cuda/include/
31-
cp -a cudnn-linux-sbsa-8.9.2.26_cuda12-archive/lib/* /usr/local/cuda/lib64/
28+
wget -q https://developer.download.nvidia.com/compute/cudnn/redist/cudnn/linux-sbsa/cudnn-linux-sbsa-9.1.0.70_cuda12-archive.tar.xz -O cudnn-linux-sbsa-9.1.0.70_cuda12-archive.tar.xz
29+
tar xf cudnn-linux-sbsa-9.1.0.70_cuda12-archive.tar.xz
30+
cp -a cudnn-linux-sbsa-9.1.0.70_cuda12-archive/include/* /usr/local/cuda/include/
31+
cp -a cudnn-linux-sbsa-9.1.0.70_cuda12-archive/lib/* /usr/local/cuda/lib64/
3232
cd ..
3333
rm -rf tmp_cudnn
3434

‎conda/pytorch-nightly/build.sh‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -59,12 +59,12 @@ if [[ -n "$build_with_cuda" ]]; then
5959
if [[ $CUDA_VERSION == 11.8* ]]; then
6060
TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;3.7+PTX;9.0"
6161
#for cuda 11.8 include all dynamic loading libraries
62-
DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda-11.8/extras/CUPTI/lib64/libcupti.so.11.8 /usr/local/cuda/lib64/libcusparseLt.so.0)
62+
DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.9 /usr/local/cuda-11.8/extras/CUPTI/lib64/libcupti.so.11.8 /usr/local/cuda/lib64/libcusparseLt.so.0)
6363
elif [[ $CUDA_VERSION == 12.1* || $CUDA_VERSION == 12.4* ]]; then
6464
# cuda 12 does not support sm_3x
6565
TORCH_CUDA_ARCH_LIST="$TORCH_CUDA_ARCH_LIST;9.0"
66-
# for cuda 12.1 (12.4) we use cudnn 8.8 (8.9) and include all dynamic loading libraries
67-
DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.8 /usr/local/cuda/extras/CUPTI/lib64/libcupti.so.12 /usr/local/cuda/lib64/libcusparseLt.so.0)
66+
# for cuda 12.1 (12.4) we use cudnn 9.1 and include all dynamic loading libraries
67+
DEPS_LIST=(/usr/local/cuda/lib64/libcudnn*.so.9 /usr/local/cuda/extras/CUPTI/lib64/libcupti.so.12 /usr/local/cuda/lib64/libcusparseLt.so.0)
6868
fi
6969
if [[ -n "$OVERRIDE_TORCH_CUDA_ARCH_LIST" ]]; then
7070
TORCH_CUDA_ARCH_LIST="$OVERRIDE_TORCH_CUDA_ARCH_LIST"

‎manywheel/build_cuda.sh‎

Lines changed: 32 additions & 28 deletions
Original file line numberDiff line numberDiff line change
@@ -149,13 +149,14 @@ if [[ $CUDA_VERSION == "12.1" || $CUDA_VERSION == "12.4" ]]; then
149149
if [[ -z "$PYTORCH_EXTRA_INSTALL_REQUIREMENTS" ]]; then
150150
echo "Bundling with cudnn and cublas."
151151
DEPS_LIST+=(
152-
"/usr/local/cuda/lib64/libcudnn_adv_infer.so.8"
153-
"/usr/local/cuda/lib64/libcudnn_adv_train.so.8"
154-
"/usr/local/cuda/lib64/libcudnn_cnn_infer.so.8"
155-
"/usr/local/cuda/lib64/libcudnn_cnn_train.so.8"
156-
"/usr/local/cuda/lib64/libcudnn_ops_infer.so.8"
157-
"/usr/local/cuda/lib64/libcudnn_ops_train.so.8"
158-
"/usr/local/cuda/lib64/libcudnn.so.8"
152+
"/usr/local/cuda/lib64/libcudnn_adv.so.9"
153+
"/usr/local/cuda/lib64/libcudnn_cnn.so.9"
154+
"/usr/local/cuda/lib64/libcudnn_graph.so.9"
155+
"/usr/local/cuda/lib64/libcudnn_ops.so.9"
156+
"/usr/local/cuda/lib64/libcudnn_engines_runtime_compiled.so.9"
157+
"/usr/local/cuda/lib64/libcudnn_engines_precompiled.so.9"
158+
"/usr/local/cuda/lib64/libcudnn_heuristic.so.9"
159+
"/usr/local/cuda/lib64/libcudnn.so.9"
159160
"/usr/local/cuda/lib64/libcublas.so.12"
160161
"/usr/local/cuda/lib64/libcublasLt.so.12"
161162
"/usr/local/cuda/lib64/libcudart.so.12"
@@ -164,13 +165,14 @@ if [[ $CUDA_VERSION == "12.1" || $CUDA_VERSION == "12.4" ]]; then
164165
"/usr/local/cuda/lib64/libnvrtc-builtins.so"
165166
)
166167
DEPS_SONAME+=(
167-
"libcudnn_adv_infer.so.8"
168-
"libcudnn_adv_train.so.8"
169-
"libcudnn_cnn_infer.so.8"
170-
"libcudnn_cnn_train.so.8"
171-
"libcudnn_ops_infer.so.8"
172-
"libcudnn_ops_train.so.8"
173-
"libcudnn.so.8"
168+
"libcudnn_adv.so.9"
169+
"libcudnn_cnn.so.9"
170+
"libcudnn_graph.so.9"
171+
"libcudnn_ops.so.9"
172+
"libcudnn_engines_runtime_compiled.so.9"
173+
"libcudnn_engines_precompiled.so.9"
174+
"libcudnn_heuristic.so.9"
175+
"libcudnn.so.9"
174176
"libcublas.so.12"
175177
"libcublasLt.so.12"
176178
"libcudart.so.12"
@@ -215,13 +217,14 @@ elif [[ $CUDA_VERSION == "11.8" ]]; then
215217
if [[ -z "$PYTORCH_EXTRA_INSTALL_REQUIREMENTS" ]]; then
216218
echo "Bundling with cudnn and cublas."
217219
DEPS_LIST+=(
218-
"/usr/local/cuda/lib64/libcudnn_adv_infer.so.8"
219-
"/usr/local/cuda/lib64/libcudnn_adv_train.so.8"
220-
"/usr/local/cuda/lib64/libcudnn_cnn_infer.so.8"
221-
"/usr/local/cuda/lib64/libcudnn_cnn_train.so.8"
222-
"/usr/local/cuda/lib64/libcudnn_ops_infer.so.8"
223-
"/usr/local/cuda/lib64/libcudnn_ops_train.so.8"
224-
"/usr/local/cuda/lib64/libcudnn.so.8"
220+
"/usr/local/cuda/lib64/libcudnn_adv.so.9"
221+
"/usr/local/cuda/lib64/libcudnn_cnn.so.9"
222+
"/usr/local/cuda/lib64/libcudnn_graph.so.9"
223+
"/usr/local/cuda/lib64/libcudnn_ops.so.9"
224+
"/usr/local/cuda/lib64/libcudnn_engines_runtime_compiled.so.9"
225+
"/usr/local/cuda/lib64/libcudnn_engines_precompiled.so.9"
226+
"/usr/local/cuda/lib64/libcudnn_heuristic.so.9"
227+
"/usr/local/cuda/lib64/libcudnn.so.9"
225228
"/usr/local/cuda/lib64/libcublas.so.11"
226229
"/usr/local/cuda/lib64/libcublasLt.so.11"
227230
"/usr/local/cuda/lib64/libcudart.so.11.0"
@@ -230,13 +233,14 @@ elif [[ $CUDA_VERSION == "11.8" ]]; then
230233
"/usr/local/cuda/lib64/libnvrtc-builtins.so.11.8"
231234
)
232235
DEPS_SONAME+=(
233-
"libcudnn_adv_infer.so.8"
234-
"libcudnn_adv_train.so.8"
235-
"libcudnn_cnn_infer.so.8"
236-
"libcudnn_cnn_train.so.8"
237-
"libcudnn_ops_infer.so.8"
238-
"libcudnn_ops_train.so.8"
239-
"libcudnn.so.8"
236+
"libcudnn_adv.so.9"
237+
"libcudnn_cnn.so.9"
238+
"libcudnn_graph.so.9"
239+
"libcudnn_ops.so.9"
240+
"libcudnn_engines_runtime_compiled.so.9"
241+
"libcudnn_engines_precompiled.so.9"
242+
"libcudnn_heuristic.so.9"
243+
"libcudnn.so.9"
240244
"libcublas.so.11"
241245
"libcublasLt.so.11"
242246
"libcudart.so.11.0"

‎windows/internal/cuda_install.bat‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -36,7 +36,7 @@ if not exist "%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%" (
3636
set "ARGS=cuda_profiler_api_11.8 thrust_11.8 nvcc_11.8 cuobjdump_11.8 nvprune_11.8 nvprof_11.8 cupti_11.8 cublas_11.8 cublas_dev_11.8 cudart_11.8 cufft_11.8 cufft_dev_11.8 curand_11.8 curand_dev_11.8 cusolver_11.8 cusolver_dev_11.8 cusparse_11.8 cusparse_dev_11.8 npp_11.8 npp_dev_11.8 nvrtc_11.8 nvrtc_dev_11.8 nvml_dev_11.8 nvtx_11.8"
3737
)
3838

39-
set CUDNN_FOLDER=cudnn-windows-x86_64-8.7.0.84_cuda11-archive
39+
set CUDNN_FOLDER=cudnn-windows-x86_64-9.1.0.70_cuda11-archive
4040
set CUDNN_LIB_FOLDER="lib"
4141
set "CUDNN_INSTALL_ZIP=%CUDNN_FOLDER%.zip"
4242
if not exist "%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%" (
@@ -63,7 +63,7 @@ if not exist "%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%" (
6363
set "ARGS=cuda_profiler_api_12.1 thrust_12.1 nvcc_12.1 cuobjdump_12.1 nvprune_12.1 nvprof_12.1 cupti_12.1 cublas_12.1 cublas_dev_12.1 cudart_12.1 cufft_12.1 cufft_dev_12.1 curand_12.1 curand_dev_12.1 cusolver_12.1 cusolver_dev_12.1 cusparse_12.1 cusparse_dev_12.1 npp_12.1 npp_dev_12.1 nvrtc_12.1 nvrtc_dev_12.1 nvml_dev_12.1 nvjitlink_12.1 nvtx_12.1"
6464
)
6565

66-
set CUDNN_FOLDER=cudnn-windows-x86_64-8.9.2.26_cuda12-archive
66+
set CUDNN_FOLDER=cudnn-windows-x86_64-9.1.0.70_cuda12-archive
6767
set CUDNN_LIB_FOLDER="lib"
6868
set "CUDNN_INSTALL_ZIP=%CUDNN_FOLDER%.zip"
6969
if not exist "%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%" (
@@ -90,7 +90,7 @@ if not exist "%SRC_DIR%\temp_build\%CUDA_INSTALL_EXE%" (
9090
set "ARGS=cuda_profiler_api_12.4 thrust_12.4 nvcc_12.4 cuobjdump_12.4 nvprune_12.4 nvprof_12.4 cupti_12.4 cublas_12.4 cublas_dev_12.4 cudart_12.4 cufft_12.4 cufft_dev_12.4 curand_12.4 curand_dev_12.4 cusolver_12.4 cusolver_dev_12.4 cusparse_12.4 cusparse_dev_12.4 npp_12.4 npp_dev_12.4 nvrtc_12.4 nvrtc_dev_12.4 nvml_dev_12.4 nvjitlink_12.4 nvtx_12.4"
9191
)
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set CUDNN_FOLDER=cudnn-windows-x86_64-8.9.7.29_cuda12-archive
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set CUDNN_FOLDER=cudnn-windows-x86_64-9.1.0.70_cuda12-archive
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set CUDNN_LIB_FOLDER="lib"
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set "CUDNN_INSTALL_ZIP=%CUDNN_FOLDER%.zip"
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if not exist "%SRC_DIR%\temp_build\%CUDNN_INSTALL_ZIP%" (

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