mirror of
https://github.com/saymrwulf/onnxruntime.git
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[Running CI] Update TensorRT to 10.4 (#22049)
### Description TensorRT 10.4 is GA now, update to 10.4 ### Motivation and Context <!-- - Why is this change required? What problem does it solve? - If it fixes an open issue, please link to the issue here. -->
This commit is contained in:
jingyanwangms
GitHub
parent
7880342e5e
commit
d0b0ecfdb9
32 changed files with 68 additions and 66 deletions
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@ -216,7 +216,7 @@
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"component": {
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"type": "git",
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"git": {
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"commitHash": "62bdde2a04fcd53c2409cb895ee18db445b7e755",
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"commitHash": "9f98e2ebe7507fe0774d06a44bbf4b0e82cc9ce7",
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"repositoryUrl": "https://github.com/onnx/onnx-tensorrt.git"
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},
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"comments": "onnx_tensorrt"
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@ -38,8 +38,8 @@ mimalloc;https://github.com/microsoft/mimalloc/archive/refs/tags/v2.1.1.zip;d5ee
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mp11;https://github.com/boostorg/mp11/archive/refs/tags/boost-1.82.0.zip;9bc9e01dffb64d9e0773b2e44d2f22c51aace063
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neural_speed;https://github.com/intel/neural-speed/archive/refs/tags/v0.3.zip;5ec64e3071edc7347ebd8a81679cf06e2bb9b851
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onnx;https://github.com/onnx/onnx/archive/refs/tags/v1.16.1.zip;2eb9198bb352757d5ff13977cbe0634898e0837c
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#use the latest commit of 10.3-GA
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onnx_tensorrt;https://github.com/onnx/onnx-tensorrt/archive/62bdde2a04fcd53c2409cb895ee18db445b7e755.zip;980a455b07dfa67aa70b9e49d37dd9d4cdf690a0
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# Use the latest commit of 10.4-GA-ORT-DDS
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onnx_tensorrt;https://github.com/onnx/onnx-tensorrt/archive/9f98e2ebe7507fe0774d06a44bbf4b0e82cc9ce7.zip;1d92137f424513bce20033ab4fb31cc0be8d1185
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protobuf;https://github.com/protocolbuffers/protobuf/archive/refs/tags/v21.12.zip;7cf2733949036c7d52fda017badcab093fe73bfa
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protoc_win64;https://github.com/protocolbuffers/protobuf/releases/download/v21.12/protoc-21.12-win64.zip;b4521f7ada5b260380f94c4bd7f1b7684c76969a
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protoc_win32;https://github.com/protocolbuffers/protobuf/releases/download/v21.12/protoc-21.12-win32.zip;3688010318192c46ce73213cdfb6b3e5656da874
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@ -17,8 +17,8 @@ from typing import List, Optional
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TRT_DOCKER_FILES = {
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"8.6.cuda_11_8_cudnn_8": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda11_8_tensorrt8_6",
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"8.6.cuda_12_3_cudnn_9": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda12_3_tensorrt8_6",
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"10.3.cuda_11_8_cudnn_8": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda11_tensorrt10",
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"10.3.cuda_12_5_cudnn_9": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda12_tensorrt10",
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"10.4.cuda_11_8_cudnn_8": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda11_tensorrt10",
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"10.4.cuda_12_5_cudnn_9": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_cuda12_tensorrt10",
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"BIN": "tools/ci_build/github/linux/docker/Dockerfile.ubuntu_tensorrt_bin",
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}
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@ -385,6 +385,8 @@ void InternalNumericalCheck(const Tensor& expected,
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EXPECT_TRUE(std::isnan(cur_actual[i])) << "Expected NaN. i:" << i;
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} else if (std::isinf(cur_expected[i])) { // Test infinity for equality
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EXPECT_EQ(cur_expected[i], cur_actual[i]) << "Expected infinity. i:" << i;
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} else if (std::isinf(cur_actual[i])) { // Handle cur_actual is inf but cur_expected is FLT_MAX case
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EXPECT_TRUE(cur_expected[i] == FLT_MAX) << "Expected infinity. i:" << i;
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} else {
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T tolerance = get_tolerance<T>(tolerance_params, cur_expected[i]);
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EXPECT_NEAR(cur_expected[i], cur_actual[i], tolerance) << "i:" << i;
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@ -2097,10 +2097,10 @@ def run_onnxruntime_tests(args, source_dir, ctest_path, build_dir, configs):
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if not args.disable_ml_ops and not args.use_tensorrt:
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run_subprocess([sys.executable, "onnxruntime_test_python_mlops.py"], cwd=cwd, dll_path=dll_path)
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if args.use_tensorrt:
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run_subprocess(
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[sys.executable, "onnxruntime_test_python_nested_control_flow_op.py"], cwd=cwd, dll_path=dll_path
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)
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# if args.use_tensorrt:
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# run_subprocess(
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# [sys.executable, "onnxruntime_test_python_nested_control_flow_op.py"], cwd=cwd, dll_path=dll_path
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# )
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try:
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import onnx # noqa: F401
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@ -83,7 +83,7 @@ variables:
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value: 11.8
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- name: win_trt_home
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value: $(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8
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value: $(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8
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- name: win_cuda_home
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value: $(Agent.TempDirectory)\v11.8
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@ -63,9 +63,9 @@ variables:
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value: ''
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- name: win_trt_home
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: $(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8
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value: $(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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value: $(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5
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value: $(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6
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- name: win_cuda_home
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: $(Agent.TempDirectory)\v11.8
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@ -44,9 +44,9 @@ variables:
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value: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_ubi8_gcc12:20240719.1
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- name: linux_trt_version
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: 10.3.0.26-1.cuda11.8
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value: 10.4.0.26-1.cuda11.8
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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value: 10.3.0.26-1.cuda12.5
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value: 10.4.0.26-1.cuda12.6
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jobs:
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- job: Linux_Build
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@ -8,12 +8,12 @@ parameters:
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- name: TrtVersion
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displayName: TensorRT Version
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type: string
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default: 10.3.cuda_12_5_cudnn_9
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default: 10.4.cuda_12_5_cudnn_9
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values:
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- 8.6.cuda_11_8_cudnn_8
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- 8.6.cuda_12_3_cudnn_9
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- 10.3.cuda_11_8_cudnn_8
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- 10.3.cuda_12_5_cudnn_9
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- 10.4.cuda_11_8_cudnn_8
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- 10.4.cuda_12_5_cudnn_9
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- BIN
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- name: UseTensorrtOssParser
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@ -61,7 +61,7 @@ stages:
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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DockerBuildArgs: "
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--build-arg BASEIMAGE=nvidia/cuda:12.2.2-devel-ubuntu20.04
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--build-arg TRT_VERSION=10.3.0.26-1+cuda12.5
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--build-arg TRT_VERSION=10.4.0.26-1+cuda12.6
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--build-arg BUILD_UID=$( id -u )
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"
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${{ else }}:
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@ -226,7 +226,7 @@ stages:
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BuildConfig: 'RelWithDebInfo'
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EnvSetupScript: setup_env_trt.bat
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buildArch: x64
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additionalBuildFlags: --enable_pybind --build_java --build_nodejs --use_cuda --cuda_home="$(Agent.TempDirectory)\v11.8" --enable_cuda_profiling --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86
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additionalBuildFlags: --enable_pybind --build_java --build_nodejs --use_cuda --cuda_home="$(Agent.TempDirectory)\v11.8" --enable_cuda_profiling --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86
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msbuildPlatform: x64
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isX86: false
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job_name_suffix: x64_RelWithDebInfo
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@ -55,7 +55,7 @@ stages:
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python_wheel_suffix: '_gpu'
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timeout: 480
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docker_base_image: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda11_x64_almalinux8_gcc11:20240531.1
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trt_version: '10.3.0.26-1.cuda11.8'
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trt_version: '10.4.0.26-1.cuda11.8'
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cuda_version: '11.8'
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@ -49,9 +49,9 @@ jobs:
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value: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_ubi8_gcc12:20240719.1
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- name: linux_trt_version
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: 10.3.0.26-1.cuda11.8
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value: 10.4.0.26-1.cuda11.8
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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value: 10.3.0.26-1.cuda12.5
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value: 10.4.0.26-1.cuda12.6
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pool: ${{ parameters.machine_pool }}
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steps:
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- checkout: self
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@ -78,9 +78,9 @@ stages:
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- name: linux_trt_version
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: 10.3.0.26-1.cuda11.8
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value: 10.4.0.26-1.cuda11.8
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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value: 10.3.0.26-1.cuda12.5
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value: 10.4.0.26-1.cuda12.5
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steps:
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- checkout: self
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clean: true
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@ -147,9 +147,9 @@ stages:
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value: '12'
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- name: linux_trt_version
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${{ if eq(parameters.CudaVersion, '11.8') }}:
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value: 10.3.0.26-1.cuda11.8
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value: 10.4.0.26-1.cuda11.8
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${{ if eq(parameters.CudaVersion, '12.2') }}:
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value: 10.3.0.26-1.cuda12.5
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value: 10.4.0.26-1.cuda12.6
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steps:
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- checkout: self # due to checkout multiple repos, the root directory is $(Build.SourcesDirectory)/onnxruntime
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submodules: false
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@ -65,9 +65,9 @@ stages:
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SpecificArtifact: ${{ parameters.SpecificArtifact }}
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BuildId: ${{ parameters.BuildId }}
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${{ if eq(parameters.cuda_version, '11.8') }}:
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EP_BUILD_FLAGS: --enable_lto --use_tensorrt --tensorrt_home=$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8 --cuda_home=$(Agent.TempDirectory)\v11.8 --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
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EP_BUILD_FLAGS: --enable_lto --use_tensorrt --tensorrt_home=$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8 --cuda_home=$(Agent.TempDirectory)\v11.8 --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
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${{ if eq(parameters.cuda_version, '12.2') }}:
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EP_BUILD_FLAGS: --enable_lto --use_tensorrt --tensorrt_home=$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5 --cuda_home=$(Agent.TempDirectory)\v12.2 --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
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EP_BUILD_FLAGS: --enable_lto --use_tensorrt --tensorrt_home=$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6 --cuda_home=$(Agent.TempDirectory)\v12.2 --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
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- ${{ if eq(parameters.enable_linux_gpu, true) }}:
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- template: ../templates/py-linux-gpu.yml
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@ -79,7 +79,7 @@ stages:
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cuda_version: ${{ parameters.cuda_version }}
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${{ if eq(parameters.cuda_version, '11.8') }}:
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docker_base_image: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda11_x64_almalinux8_gcc11:20240531.1
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trt_version: 10.3.0.26-1.cuda11.8
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trt_version: 10.4.0.26-1.cuda11.8
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${{ if eq(parameters.cuda_version, '12.2') }}:
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docker_base_image: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_ubi8_gcc12:20240719.1
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trt_version: 10.3.0.26-1.cuda12.5
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trt_version: 10.4.0.26-1.cuda12.6
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@ -11,7 +11,7 @@ steps:
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packageType: upack
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feed: '/7424c8e4-5c62-490e-95c4-79446f31017c'
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definition: '517c4f6f-5437-4392-a70d-4f15ec5be2f0'
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version: 1.0.184
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version: 1.0.188
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downloadPath: $(Build.BinariesDirectory)/deps
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# The private ADO project
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@ -22,7 +22,7 @@ steps:
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packageType: upack
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feed: '/4c7631f5-24c0-4307-8822-1aa8f180c325'
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definition: 'fd9dd5ad-b73e-4678-890e-edcf680dbc1a'
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version: 1.0.184
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version: 1.0.188
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downloadPath: $(Build.BinariesDirectory)/deps
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# You can add more ADO accounts at here.
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@ -13,10 +13,10 @@ parameters:
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- 12.2
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- name: TrtVersion
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type: string
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default: '10.3.0.26'
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default: '10.4.0.26'
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values:
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- 8.6.1.6
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- 10.3.0.26
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- 10.4.0.26
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steps:
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- ${{ if eq(parameters.DownloadCUDA, true) }}:
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@ -42,7 +42,7 @@ steps:
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- powershell: |
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Write-Host "##vso[task.setvariable variable=trtCudaVersion;]12.0"
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displayName: Set trtCudaVersion
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- ${{ if and(eq(parameters.CudaVersion, '12.2'), eq(parameters.TrtVersion, '10.3.0.26')) }}:
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- ${{ if and(eq(parameters.CudaVersion, '12.2'), eq(parameters.TrtVersion, '10.4.0.26')) }}:
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- powershell: |
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Write-Host "##vso[task.setvariable variable=trtCudaVersion;]12.5"
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displayName: Set trtCudaVersion
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@ -24,11 +24,11 @@ steps:
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displayName: 'Download Secondary CUDA SDK v${{ parameters.SecondaryCUDAVersion }}'
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- ${{ if eq(parameters.DownloadTRT, 'true') }}:
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- powershell: |
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azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" $(Agent.TempDirectory)
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displayName: 'Download TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8'
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azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" $(Agent.TempDirectory)
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displayName: 'Download TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8'
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- powershell: |
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azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5" $(Agent.TempDirectory)
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displayName: 'Download TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5'
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azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/local/TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6" $(Agent.TempDirectory)
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displayName: 'Download TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6'
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- task: BatchScript@1
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displayName: 'setup env'
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@ -22,10 +22,10 @@ parameters:
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- name: trt_version
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type: string
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default: '10.3.0.26-1.cuda11.8'
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default: '10.4.0.26-1.cuda11.8'
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values:
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- 10.3.0.26-1.cuda11.8
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- 10.3.0.26-1.cuda12.5
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- 10.4.0.26-1.cuda11.8
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- 10.4.0.26-1.cuda12.6
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- name: cuda_version
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type: string
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default: '11.8'
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@ -18,10 +18,10 @@ parameters:
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- name: trt_version
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type: string
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default: '10.3.0.26-1.cuda11.8'
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default: '10.4.0.26-1.cuda11.8'
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values:
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- 10.3.0.26-1.cuda11.8
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- 10.3.0.26-1.cuda12.5
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- 10.4.0.26-1.cuda11.8
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- 10.4.0.26-1.cuda12.6
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- name: cuda_version
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type: string
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default: '11.8'
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@ -381,7 +381,7 @@ stages:
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variables:
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CUDA_VERSION: '11.8'
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buildArch: x64
|
||||
EpBuildFlags: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_version=$(CUDA_VERSION) --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v$(CUDA_VERSION)" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80"
|
||||
EpBuildFlags: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_version=$(CUDA_VERSION) --cuda_home="C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v$(CUDA_VERSION)" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=37;50;52;60;61;70;75;80"
|
||||
EnvSetupScript: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
VSGenerator: 'Visual Studio 17 2022'
|
||||
|
|
|
|||
|
|
@ -298,7 +298,7 @@ stages:
|
|||
parameters:
|
||||
MACHINE_POOL: 'onnxruntime-Win2022-GPU-A10'
|
||||
PYTHON_VERSION: '3.8'
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
ENV_SETUP_SCRIPT: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
publish_symbols: ${{ parameters.publish_symbols }}
|
||||
|
|
@ -308,7 +308,7 @@ stages:
|
|||
parameters:
|
||||
MACHINE_POOL: 'onnxruntime-Win2022-GPU-A10'
|
||||
PYTHON_VERSION: '3.9'
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
ENV_SETUP_SCRIPT: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
publish_symbols: ${{ parameters.publish_symbols }}
|
||||
|
|
@ -318,7 +318,7 @@ stages:
|
|||
parameters:
|
||||
MACHINE_POOL: 'onnxruntime-Win2022-GPU-A10'
|
||||
PYTHON_VERSION: '3.10'
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
ENV_SETUP_SCRIPT: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
publish_symbols: ${{ parameters.publish_symbols }}
|
||||
|
|
@ -328,7 +328,7 @@ stages:
|
|||
parameters:
|
||||
MACHINE_POOL: 'onnxruntime-Win2022-GPU-A10'
|
||||
PYTHON_VERSION: '3.11'
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
ENV_SETUP_SCRIPT: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
publish_symbols: ${{ parameters.publish_symbols }}
|
||||
|
|
@ -338,7 +338,7 @@ stages:
|
|||
parameters:
|
||||
MACHINE_POOL: 'onnxruntime-Win2022-GPU-A10'
|
||||
PYTHON_VERSION: '3.12'
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
EP_BUILD_FLAGS: --use_tensorrt --tensorrt_home="$(Agent.TempDirectory)\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8" --cuda_home="$(Agent.TempDirectory)\v11.8" --cmake_extra_defines "CMAKE_CUDA_ARCHITECTURES=52;60;61;70;75;80"
|
||||
ENV_SETUP_SCRIPT: setup_env_gpu.bat
|
||||
EP_NAME: gpu
|
||||
publish_symbols: ${{ parameters.publish_symbols }}
|
||||
|
|
@ -506,7 +506,7 @@ stages:
|
|||
docker_base_image: onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda11_x64_almalinux8_gcc11:20240531.1
|
||||
extra_build_arg: ${{ parameters.build_py_parameters }}
|
||||
cmake_build_type: ${{ parameters.cmake_build_type }}
|
||||
trt_version: '10.3.0.26-1.cuda11.8'
|
||||
trt_version: '10.4.0.26-1.cuda11.8'
|
||||
cuda_version: '11.8'
|
||||
|
||||
- ${{ if eq(parameters.enable_windows_arm64_qnn, true) }}:
|
||||
|
|
|
|||
|
|
@ -39,9 +39,9 @@ parameters:
|
|||
variables:
|
||||
- name: win_trt_folder
|
||||
${{ if eq(parameters.CudaVersion, '11.8') }}:
|
||||
value: TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8
|
||||
value: TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8
|
||||
${{ if eq(parameters.CudaVersion, '12.2') }}:
|
||||
value: TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5
|
||||
value: TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6
|
||||
|
||||
jobs:
|
||||
- job: 'build'
|
||||
|
|
|
|||
|
|
@ -6,7 +6,7 @@
|
|||
|
||||
# Build base image with required system packages
|
||||
ARG BASEIMAGE=nvidia/cuda:12.5.1-cudnn-devel-ubi8
|
||||
ARG TRT_VERSION=10.3.0.26-1.cuda12.4
|
||||
ARG TRT_VERSION=10.4.0.26-1.cuda12.6
|
||||
FROM $BASEIMAGE AS base
|
||||
ARG TRT_VERSION
|
||||
ENV PATH /opt/python/cp38-cp38/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/src/tensorrt/bin:${PATH}
|
||||
|
|
|
|||
|
|
@ -6,7 +6,7 @@
|
|||
|
||||
# Build base image with required system packages
|
||||
ARG BASEIMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubi8
|
||||
ARG TRT_VERSION=10.3.0.26-1.cuda11.8
|
||||
ARG TRT_VERSION=10.4.0.26-1.cuda11.8
|
||||
FROM $BASEIMAGE AS base
|
||||
ARG TRT_VERSION
|
||||
ENV PATH /opt/python/cp38-cp38/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/src/tensorrt/bin:${PATH}
|
||||
|
|
|
|||
|
|
@ -6,7 +6,7 @@
|
|||
|
||||
# Build base image with required system packages
|
||||
ARG BASEIMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04
|
||||
ARG TRT_VERSION=10.3.0.26-1+cuda11.8
|
||||
ARG TRT_VERSION=10.4.0.26-1+cuda11.8
|
||||
ARG LD_LIBRARY_PATH_ARG=/usr/local/lib64:/usr/local/cuda/lib64
|
||||
FROM $BASEIMAGE AS base
|
||||
ARG TRT_VERSION
|
||||
|
|
|
|||
|
|
@ -6,7 +6,7 @@
|
|||
|
||||
# Build base image with required system packages
|
||||
ARG BASEIMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubuntu20.04
|
||||
ARG TRT_VERSION=10.3.0.26-1+cuda11.8
|
||||
ARG TRT_VERSION=10.4.0.26-1+cuda11.8
|
||||
ARG LD_LIBRARY_PATH_ARG=/usr/local/lib64:/usr/local/cuda/lib64
|
||||
FROM $BASEIMAGE AS base
|
||||
ARG TRT_VERSION
|
||||
|
|
|
|||
|
|
@ -31,7 +31,7 @@ RUN pip install --upgrade pip
|
|||
RUN pip install psutil setuptools>=68.2.2
|
||||
|
||||
# Install TensorRT
|
||||
RUN version="10.3.0.26-1+cuda11.8" &&\
|
||||
RUN version="10.4.0.26-1+cuda11.8" &&\
|
||||
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/7fa2af80.pub &&\
|
||||
apt-get update &&\
|
||||
apt-get install -y \
|
||||
|
|
@ -61,7 +61,7 @@ RUN if [ ! -d /usr/src/tensorrt/bin ] || [ ! -f /usr/src/tensorrt/bin/trtexec ];
|
|||
RUN apt-get install -y valgrind
|
||||
|
||||
# Build final image from base. Builds ORT.
|
||||
FROM base as final
|
||||
FROM base AS final
|
||||
ARG BUILD_USER=onnxruntimedev
|
||||
ARG BUILD_UID=1000
|
||||
RUN adduser --gecos 'onnxruntime Build User' --disabled-password $BUILD_USER --uid $BUILD_UID
|
||||
|
|
|
|||
|
|
@ -31,7 +31,7 @@ RUN pip install --upgrade pip
|
|||
RUN pip install setuptools>=68.2.2 psutil
|
||||
|
||||
# Install TensorRT
|
||||
RUN version="10.3.0.26-1+cuda12.5" &&\
|
||||
RUN version="10.4.0.26-1+cuda12.6" &&\
|
||||
apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/7fa2af80.pub &&\
|
||||
apt-get update &&\
|
||||
apt-get install -y \
|
||||
|
|
@ -61,7 +61,7 @@ RUN if [ ! -d /usr/src/tensorrt/bin ] || [ ! -f /usr/src/tensorrt/bin/trtexec ];
|
|||
RUN apt-get install -y valgrind
|
||||
|
||||
# Build final image from base. Builds ORT.
|
||||
FROM base as final
|
||||
FROM base AS final
|
||||
ARG BUILD_USER=onnxruntimedev
|
||||
ARG BUILD_UID=1000
|
||||
RUN adduser --gecos 'onnxruntime Build User' --disabled-password $BUILD_USER --uid $BUILD_UID
|
||||
|
|
|
|||
|
|
@ -5,7 +5,7 @@
|
|||
ARG BASEIMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubi8
|
||||
|
||||
FROM $BASEIMAGE
|
||||
ARG TRT_VERSION=10.3.0.26-1.cuda11.8
|
||||
ARG TRT_VERSION=10.4.0.26-1.cuda11.8
|
||||
|
||||
#Install TensorRT only if TRT_VERSION is not empty
|
||||
RUN if [ -n "${TRT_VERSION}" ]; then \
|
||||
|
|
|
|||
|
|
@ -6,10 +6,10 @@ if exist PATH=%AGENT_TEMPDIRECTORY%\v12.2\ (
|
|||
) else (
|
||||
set PATH=C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\extras\CUPTI\lib64;%PATH%
|
||||
)
|
||||
set PATH=%AGENT_TEMPDIRECTORY%\TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5\lib;%PATH%
|
||||
set PATH=%AGENT_TEMPDIRECTORY%\TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6\lib;%PATH%
|
||||
|
||||
@REM The default version is still cuda v12.2, because set cuda v11.8 after it
|
||||
set PATH=%PATH%;%AGENT_TEMPDIRECTORY%\TensorRT-10.3.0.26.Windows10.x86_64.cuda-11.8\lib
|
||||
set PATH=%PATH%;%AGENT_TEMPDIRECTORY%\TensorRT-10.4.0.26.Windows10.x86_64.cuda-11.8\lib
|
||||
if exist PATH=%AGENT_TEMPDIRECTORY%\v11.8\ (
|
||||
set PATH=%PATH%;%AGENT_TEMPDIRECTORY%\v11.8\bin;%AGENT_TEMPDIRECTORY%\v11.8\extras\CUPTI\lib64
|
||||
) else (
|
||||
|
|
|
|||
|
|
@ -6,6 +6,6 @@ if exist PATH=%AGENT_TEMPDIRECTORY%\v12.2\ (
|
|||
) else (
|
||||
set PATH=%PATH%;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\bin;C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v12.2\extras\CUPTI\lib64
|
||||
)
|
||||
set PATH=%AGENT_TEMPDIRECTORY%\TensorRT-10.3.0.26.Windows10.x86_64.cuda-12.5\lib;%PATH%
|
||||
set PATH=%AGENT_TEMPDIRECTORY%\TensorRT-10.4.0.26.Windows10.x86_64.cuda-12.6\lib;%PATH%
|
||||
set GRADLE_OPTS=-Dorg.gradle.daemon=false
|
||||
set CUDA_MODULE_LOADING=LAZY
|
||||
|
|
|
|||
Loading…
Reference in a new issue