ORT GPU build #5622
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -1,6 +1,6 @@ | ||
| package: ONNXRuntime | ||
| version: "%(tag_basename)s" | ||
| tag: v1.19.0 | ||
| source: https://github.com/microsoft/onnxruntime | ||
| requires: | ||
| - protobuf | ||
|
|
@@ -19,7 +19,61 @@ prepend_path: | |
|
|
||
| mkdir -p $INSTALLROOT | ||
|
|
||
| ORT_BUILD_FLAGS="" | ||
| case $ARCHITECTURE in | ||
| osx_*) | ||
| if [[ $ARCHITECTURE == *_x86-64 ]]; then | ||
| echo "Installing ONNXRuntime for MacOS (CPU version)" | ||
| else | ||
| echo "Installing ONNXRuntime for MacOS (Metal backend)" | ||
| fi | ||
| ;; | ||
| *) | ||
| if command -v rocminfo >/dev/null 2>&1; then | ||
|
There was a problem hiding this comment.
There was a problem hiding this comment. Good point, das check ich nochmal |
||
| echo "Installing ONNXRuntime for ROCm" | ||
| ORT_BUILD_FLAGS="\ | ||
| -Donnxruntime_USE_ROCM=ON \ | ||
| -Donnxruntime_USE_MIGRAPHX=ON \ | ||
| -Donnxruntime_ROCM_HOME=/opt/rocm \ | ||
| -DCMAKE_HIP_COMPILER=/opt/rocm/llvm/bin/clang++ \ | ||
| -D__HIP_PLATFORM_AMD__=1 \ | ||
| -DCMAKE_HIP_ARCHITECTURES=gfx906,gfx908 \ | ||
| -Donnxruntime_USE_COMPOSABLE_KERNEL=OFF \ | ||
| -Donnxruntime_USE_ROCBLAS_EXTENSION_API=ON \ | ||
| -Donnxruntime_USE_COMPOSABLE_KERNEL_CK_TILE=ON \ | ||
| -Donnxruntime_ENABLE_TRAINING=OFF \ | ||
| -Donnxruntime_DISABLE_RTTI=OFF \ | ||
| -DMSVC=OFF \ | ||
| " | ||
| elif command -v nvcc >/dev/null 2>&1; then | ||
| CUDA_VERSION=$(nvcc --version | grep "release" | awk '{print $NF}' | cut -d. -f1) | ||
| if [[ "$CUDA_VERSION" == "V11" ]]; then | ||
|
There was a problem hiding this comment. glaube CUDA 11 kannst du weglassen, und nur >=12 annehmen |
||
| echo "Installing ONNXRuntime for CUDA 11.x" | ||
| ORT_BUILD_FLAGS=" -Donnxruntime_USE_CUDA=ON \ | ||
| -DCUDA_TOOLKIT_ROOT_DIR=$CUDA_ROOT \ | ||
| -Donnxruntime_USE_CUDA_NHWC_OPS=ON \ | ||
| -Donnxruntime_CUDA_USE_TENSORRT=ON \ | ||
|
There was a problem hiding this comment. Wenn du tensorrt nutzt, musst du dann prüfen, ob das explicit installiert ist? Oder ist das immer beim CUDA SDK dabei? There was a problem hiding this comment. Scheint nicht automatisch mitzukommen (https://docs.nvidia.com/deeplearning/tensorrt/install-guide/index.html)... Ok da bau ich auch noch einen Check mit ein |
||
| " | ||
| elif [[ "$CUDA_VERSION" == "V12" ]]; then | ||
|
There was a problem hiding this comment. Was ist wenn ROCm und CUDA beides vorhanden ist? Können wir dann nicht beides bauen? There was a problem hiding this comment. Ne, die kann man nicht parallel bauen, es geht immer nur eins von beiden: https://github.com/microsoft/onnxruntime/blob/afd642a194b39138ad891e7bb2c8bca26d37b785/cmake/CMakeLists.txt#L288-L290 |
||
| echo "Installing ONNXRuntime for CUDA 12.x" | ||
| ORT_BUILD_FLAGS=" -Donnxruntime_USE_CUDA=ON \ | ||
| -DCUDA_TOOLKIT_ROOT_DIR=$CUDA_ROOT \ | ||
| -Donnxruntime_USE_CUDA_NHWC_OPS=ON \ | ||
| -Donnxruntime_CUDA_USE_TENSORRT=ON \ | ||
| " | ||
| else | ||
| echo "CUDA version is not 11.x or 12.x, installing ONNXRuntime basic CPU version" | ||
| ORT_BUILD_FLAGS="" | ||
| fi | ||
| else | ||
| echo "Installing ONNXRuntime basic CPU version" | ||
| ORT_BUILD_FLAGS="" | ||
| fi | ||
| ;; | ||
| esac | ||
|
|
||
| cmake "$SOURCEDIR/cmake" \ | ||
| $ORT_BUILD_FLAGS \ | ||
| -DCMAKE_INSTALL_PREFIX=$INSTALLROOT \ | ||
| -DCMAKE_BUILD_TYPE=Release \ | ||
| -DCMAKE_INSTALL_LIBDIR=lib \ | ||
|
|
@@ -35,8 +89,8 @@ cmake "$SOURCEDIR/cmake" | |
| ${PROTOBUF_ROOT:+-DProtobuf_PROTOC_EXECUTABLE=$PROTOBUF_ROOT/bin/protoc} \ | ||
| ${RE2_ROOT:+-DRE2_INCLUDE_DIR=${RE2_ROOT}/include} \ | ||
| ${BOOST_ROOT:+-DBOOST_INCLUDE_DIR=${BOOST_ROOT}/include} \ | ||
| -DCMAKE_CXX_FLAGS="$CXXFLAGS -Wno-unknown-warning -Wno-unknown-warning-option -Wno-pass-failed -Wno-error=unused-but-set-variable -Wno-pass-failed=transform-warning" \ | ||
| -DCMAKE_C_FLAGS="$CFLAGS -Wno-unknown-warning -Wno-unknown-warning-option -Wno-pass-failed -Wno-error=unused-but-set-variable -Wno-pass-failed=transform-warning" | ||
|
|
||
| cmake --build . -- ${JOBS:+-j$JOBS} install | ||
|
|
||
|
|
||
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Solche printouts würde ich weglassen, das ist ja hauptsächlich für debugging
There was a problem hiding this comment.
Choose a reason for hiding this comment
The reason will be displayed to describe this comment to others. Learn more.
Ja, aber ich nehme an das es auch einen macOS build gibt der die Mac GPU anspricht. Da muss ich nochmal ein bisschen rumsuchen, dann könnte man den if-Block nämlich nehmen um da die build flags rein zu packen. Aber ja, die print-outs nehm ich am Ende natürlich noch raus