From 6018cb4cf7606ce65eb2820ff12cb25e2eff669b Mon Sep 17 00:00:00 2001 From: lanluo-nvidia Date: Fri, 8 Nov 2024 17:01:27 -0800 Subject: [PATCH] upgrade tensorrt dependency --- .../workflows/build-test-tensorrt-linux.yml | 1 + .github/workflows/release-linux.yml | 1 + MODULE.bazel | 12 +- README.md | 2 +- dev_dep_versions.yml | 2 +- docker/README.md | 4 +- packaging/pre_build_script.sh | 14 +- packaging/pre_build_script_windows.sh | 8 +- pyproject.toml | 8 +- toolchains/ci_workspaces/MODULE.bazel.tmpl | 12 +- uv.lock | 269 +++++++----------- 11 files changed, 135 insertions(+), 198 deletions(-) diff --git a/.github/workflows/build-test-tensorrt-linux.yml b/.github/workflows/build-test-tensorrt-linux.yml index 3f4abb9add..6e86806066 100644 --- a/.github/workflows/build-test-tensorrt-linux.yml +++ b/.github/workflows/build-test-tensorrt-linux.yml @@ -1,6 +1,7 @@ name: Build and Test Torch-TensorRT on Linux with Future TensorRT Versions on: + pull_request: workflow_dispatch: permissions: diff --git a/.github/workflows/release-linux.yml b/.github/workflows/release-linux.yml index 53ed569725..3f910f553a 100644 --- a/.github/workflows/release-linux.yml +++ b/.github/workflows/release-linux.yml @@ -1,6 +1,7 @@ name: Release Linux wheels and tarball artifacts on: + pull_request: push: tags: # NOTE: Binary build pipelines should only get triggered on release candidate builds diff --git a/MODULE.bazel b/MODULE.bazel index add7821fcb..b7f52be76f 100644 --- a/MODULE.bazel +++ b/MODULE.bazel @@ -79,20 +79,20 @@ http_archive( http_archive( name = "tensorrt", build_file = "@//third_party/tensorrt/archive:BUILD", - sha256 = "adff1cd5abe5d87013806172351e58fd024e5bf0fc61d49ef4b84cd38ed99081", - strip_prefix = "TensorRT-10.3.0.26", + sha256 = "33d3c2f3f4c84dc7991a4337a6fde9ed33f5c8e5c4f03ac2eb6b994a382b03a0", + strip_prefix = "TensorRT-10.6.0.26", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.3.0/tars/TensorRT-10.3.0.26.Linux.x86_64-gnu.cuda-12.5.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.6.0/tars/TensorRT-10.6.0.26.Linux.x86_64-gnu.cuda-12.6.tar.gz", ], ) http_archive( name = "tensorrt_win", build_file = "@//third_party/tensorrt/archive:BUILD", - sha256 = "2bb4bcb79e8c33575816d874b0512ea28c302af1c06ee6d224da71aa182f75e0", - strip_prefix = "TensorRT-10.3.0.26", + sha256 = "6c6d92c108a1b3368423e8f69f08d31269830f1e4c9da43b37ba34a176797254", + strip_prefix = "TensorRT-10.6.0.26", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.3.0/zip/TensorRT-10.3.0.26.Windows.win10.cuda-12.5.zip", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.6.0/zip/TensorRT-10.6.0.26.Windows.win10.cuda-12.6.zip", ], ) diff --git a/README.md b/README.md index 1e6716f950..5ee8dd4df7 100644 --- a/README.md +++ b/README.md @@ -119,7 +119,7 @@ These are the following dependencies used to verify the testcases. Torch-TensorR - Bazel 6.3.2 - Libtorch 2.5.0.dev (latest nightly) (built with CUDA 12.4) - CUDA 12.4 -- TensorRT 10.3.0.26 +- TensorRT 10.6.0.26 ## Deprecation Policy diff --git a/dev_dep_versions.yml b/dev_dep_versions.yml index 3b23c49da3..527b83936e 100644 --- a/dev_dep_versions.yml +++ b/dev_dep_versions.yml @@ -1,2 +1,2 @@ __cuda_version__: "12.4" -__tensorrt_version__: "10.3.0" +__tensorrt_version__: ">=10.3.0,<=10.6.0" diff --git a/docker/README.md b/docker/README.md index 3d44f45b74..7435973b1a 100644 --- a/docker/README.md +++ b/docker/README.md @@ -17,14 +17,14 @@ Note: By default the container uses the `pre-cxx11-abi` version of Torch + Torch ### Instructions -- The example below uses TensorRT 10.3.0.26 +- The example below uses TensorRT 10.6.0.26 - See dependencies for a list of current default dependencies. > From root of Torch-TensorRT repo Build: ``` -DOCKER_BUILDKIT=1 docker build --build-arg TENSORRT_VERSION=10.3.0 -f docker/Dockerfile -t torch_tensorrt:latest . +DOCKER_BUILDKIT=1 docker build --build-arg TENSORRT_VERSION=10.6.0 -f docker/Dockerfile -t torch_tensorrt:latest . ``` Run: diff --git a/packaging/pre_build_script.sh b/packaging/pre_build_script.sh index 6b107b63b0..6acc19354b 100755 --- a/packaging/pre_build_script.sh +++ b/packaging/pre_build_script.sh @@ -23,18 +23,20 @@ export TORCH_INSTALL_PATH=$(python -c "import torch, os; print(os.path.dirname(t if [[ ${TENSORRT_VERSION} != "" ]]; then # this is the upgraded TensorRT version, replace current tensorrt version to the upgrade tensorRT version in the pyproject.toml + # example: __tensorrt_version__: ">=10.3.0,<=10.6.0" + # replace: tensorrt-cu12>=10.3.0,<=10.6.0 to tensorrt-cu12==10.7.0 current_version=$(cat dev_dep_versions.yml | grep __tensorrt_version__ | sed 's/__tensorrt_version__: //g' | sed 's/"//g') - sed -i -e "s/tensorrt-cu12==${current_version}/tensorrt-cu12==${TENSORRT_VERSION}/g" \ - -e "s/tensorrt-cu12-bindings==${current_version}/tensorrt-cu12-bindings==${TENSORRT_VERSION}/g" \ - -e "s/tensorrt-cu12-libs==${current_version}/tensorrt-cu12-libs==${TENSORRT_VERSION}/g" \ + sed -i -e "s/tensorrt-cu12${current_version}/tensorrt-cu12==${TENSORRT_VERSION}/g" \ + -e "s/tensorrt-cu12-bindings${current_version}/tensorrt-cu12-bindings==${TENSORRT_VERSION}/g" \ + -e "s/tensorrt-cu12-libs${current_version}/tensorrt-cu12-libs==${TENSORRT_VERSION}/g" \ pyproject.toml fi if [[ "${CU_VERSION::4}" < "cu12" ]]; then # replace dependencies from tensorrt-cu12-bindings/libs to tensorrt-cu11-bindings/libs - sed -i -e "s/tensorrt-cu12==/tensorrt-${CU_VERSION::4}==/g" \ - -e "s/tensorrt-cu12-bindings==/tensorrt-${CU_VERSION::4}-bindings==/g" \ - -e "s/tensorrt-cu12-libs==/tensorrt-${CU_VERSION::4}-libs==/g" \ + sed -i -e "s/tensorrt-cu12/tensorrt-${CU_VERSION::4}/g" \ + -e "s/tensorrt-cu12-bindings/tensorrt-${CU_VERSION::4}-bindings/g" \ + -e "s/tensorrt-cu12-libs/tensorrt-${CU_VERSION::4}-libs/g" \ pyproject.toml fi diff --git a/packaging/pre_build_script_windows.sh b/packaging/pre_build_script_windows.sh index 0912598bc0..e4b7d99b41 100644 --- a/packaging/pre_build_script_windows.sh +++ b/packaging/pre_build_script_windows.sh @@ -6,14 +6,12 @@ choco install bazelisk -y if [[ "${CU_VERSION::4}" < "cu12" ]]; then # replace dependencies from tensorrt-cu12-bindings/libs to tensorrt-cu11-bindings/libs - sed -i -e "s/tensorrt-cu12==/tensorrt-${CU_VERSION::4}==/g" \ - -e "s/tensorrt-cu12-bindings==/tensorrt-${CU_VERSION::4}-bindings==/g" \ - -e "s/tensorrt-cu12-libs==/tensorrt-${CU_VERSION::4}-libs==/g" \ + sed -i -e "s/tensorrt-cu12>=/tensorrt-${CU_VERSION::4}>=/g" \ + -e "s/tensorrt-cu12-bindings>=/tensorrt-${CU_VERSION::4}-bindings>=/g" \ + -e "s/tensorrt-cu12-libs>=/tensorrt-${CU_VERSION::4}-libs>=/g" \ pyproject.toml fi -#curl -Lo TensorRT.zip https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.3.0/zip/TensorRT-10.3.0.26.Windows.win10.cuda-12.5.zip -#unzip -o TensorRT.zip -d C:/ TORCH_TORCHVISION=$(grep "^torch" py/requirements.txt) INDEX_URL=https://download.pytorch.org/whl/${CHANNEL}/${CU_VERSION} diff --git a/pyproject.toml b/pyproject.toml index 1284e458f4..3d319419d3 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -8,7 +8,7 @@ requires = [ "cffi>=1.15.1", "typing-extensions>=4.7.0", "future>=0.18.3", - "tensorrt-cu12==10.3.0", + "tensorrt-cu12>=10.3.0,<=10.6.0", "torch>=2.6.0.dev,<2.7.0", "pybind11==2.6.2", "numpy", @@ -55,9 +55,9 @@ keywords = [ ] dependencies = [ "torch>=2.6.0.dev,<2.7.0", - "tensorrt-cu12==10.3.0", - "tensorrt-cu12-bindings==10.3.0", - "tensorrt-cu12-libs==10.3.0", + "tensorrt-cu12>=10.3.0,<=10.6.0", + "tensorrt-cu12-bindings>=10.3.0,<=10.6.0", + "tensorrt-cu12-libs>=10.3.0,<=10.6.0", "packaging>=23", "numpy", "typing-extensions>=4.7.0", diff --git a/toolchains/ci_workspaces/MODULE.bazel.tmpl b/toolchains/ci_workspaces/MODULE.bazel.tmpl index 49ad6f473a..142a021609 100644 --- a/toolchains/ci_workspaces/MODULE.bazel.tmpl +++ b/toolchains/ci_workspaces/MODULE.bazel.tmpl @@ -67,20 +67,20 @@ http_archive( http_archive( name = "tensorrt", build_file = "@//third_party/tensorrt/archive:BUILD", - sha256 = "adff1cd5abe5d87013806172351e58fd024e5bf0fc61d49ef4b84cd38ed99081", - strip_prefix = "TensorRT-10.3.0.26", + sha256 = "33d3c2f3f4c84dc7991a4337a6fde9ed33f5c8e5c4f03ac2eb6b994a382b03a0", + strip_prefix = "TensorRT-10.6.0.26", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.3.0/tars/TensorRT-10.3.0.26.Linux.x86_64-gnu.cuda-12.5.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.6.0/tars/TensorRT-10.6.0.26.Linux.x86_64-gnu.cuda-12.6.tar.gz", ], ) http_archive( name = "tensorrt_win", build_file = "@//third_party/tensorrt/archive:BUILD", - sha256 = 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