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‎.github/scripts/generate-tensorrt-test-matrix.py

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#!/usr/bin/env python3
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import argparse
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import copy
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import json
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import sys
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CUDA_VERSIONS_DICT = {
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"nightly": ["cu121"],
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"test": ["cu121", "cu124"],
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"release": ["cu121", "cu124"],
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}
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PYTHON_VERSIONS_DICT = {
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"nightly": ["3.9"],
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"test": ["3.9", "3.12"],
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"release": ["3.9", "3.12"],
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}
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TENSORRT_VERSIONS_DICT = {
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"windows": {
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"10.4": {
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"urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.4.0/zip/TensorRT-10.4.0.26.Windows.win10.cuda-12.6.zip",
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"strip_prefix": "TensorRT-10.4.0.26",
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"sha256": "3a7de83778b9e9f812fd8901e07e0d7d6fc54ce633fcff2e340f994df2c6356c",
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},
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"10.5": {
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"urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.5.0/zip/TensorRT-10.5.0.18.Windows.win10.cuda-12.6.zip",
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"strip_prefix": "TensorRT-10.5.0.18",
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"sha256": "e6436f4164db4e44d727354dccf7d93755efb70d6fbfd6fa95bdfeb2e7331b24",
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},
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},
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"linux": {
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"10.4": {
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"urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.4.0/tars/TensorRT-10.4.0.26.Linux.x86_64-gnu.cuda-12.6.tar.gz",
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"strip_prefix": "TensorRT-10.4.0.26",
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"sha256": "cb0273ecb3ba4db8993a408eedd354712301a6c7f20704c52cdf9f78aa97bbdb",
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},
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"10.5": {
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"urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.5.0/tars/TensorRT-10.5.0.18.Linux.x86_64-gnu.cuda-12.6.tar.gz",
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"strip_prefix": "TensorRT-10.5.0.18",
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"sha256": "f404d379d639552a3e026cd5267213bd6df18a4eb899d6e47815bbdb34854958",
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},
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},
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}
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def main(args: list[str]) -> None:
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"--matrix",
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help="matrix",
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type=str,
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default="",
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)
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options = parser.parse_args(args)
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if options.matrix == "":
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raise Exception(f"--matrix is empty, please provide the matrix json str")
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matrix_dict = json.loads(options.matrix)
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includes = matrix_dict["include"]
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assert len(includes) > 0
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channel = includes[0].channel
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if "windows" in includes[0].validation_runner:
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arch = "windows"
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elif "linux" in includes[0].validation_runner:
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arch = "linux"
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else:
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raise Exception(
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f"{includes[0].validation_runner} is not the supported arch, currently only support windows and linux"
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)
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cuda_versions = CUDA_VERSIONS_DICT[channel]
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python_versions = PYTHON_VERSIONS_DICT[channel]
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tensorrt_versions = TENSORRT_VERSIONS_DICT[arch]
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filtered_includes = []
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for item in includes:
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if (
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item["desired_cuda"] in cuda_versions
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and item["python_version"] in python_versions
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):
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for _, tensorrt_json in tensorrt_versions.items():
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new_item = copy.deepcopy(item)
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new_item["tensorrt"] = tensorrt_json
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filtered_includes.append(new_item)
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filtered_matrix_dict = {}
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filtered_matrix_dict["include"] = filtered_includes
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print(json.dumps(filtered_matrix_dict))
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if __name__ == "__main__":
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main(sys.argv[1:])

‎.github/workflows/build-tensorrt-linux.yml

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name: Build Torch-TensorRT wheel on Linux
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on:
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workflow_call:
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inputs:
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repository:
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description: 'Repository to checkout, defaults to ""'
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default: ""
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type: string
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ref:
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description: 'Reference to checkout, defaults to "nightly"'
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default: "nightly"
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type: string
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test-infra-repository:
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description: "Test infra repository to use"
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default: "pytorch/test-infra"
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type: string
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test-infra-ref:
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description: "Test infra reference to use"
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default: ""
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type: string
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build-matrix:
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description: "Build matrix to utilize"
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default: ""
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type: string
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pre-script:
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description: "Pre script to run prior to build"
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default: ""
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type: string
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post-script:
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description: "Post script to run prior to build"
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default: ""
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type: string
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smoke-test-script:
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description: "Script for Smoke Test for a specific domain"
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default: ""
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type: string
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env-var-script:
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description: "Script that sets Domain-Specific Environment Variables"
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default: ""
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type: string
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package-name:
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description: "Name of the actual python package that is imported"
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default: ""
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type: string
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trigger-event:
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description: "Trigger Event in caller that determines whether or not to upload"
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default: ""
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type: string
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cache-path:
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description: "The path(s) on the runner to cache or restore. The path is relative to repository."
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default: ""
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type: string
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cache-key:
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description: "The key created when saving a cache and the key used to search for a cache."
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default: ""
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type: string
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architecture:
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description: Architecture to build for x86_64 for default Linux, or aarch64 for Linux aarch64 builds
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required: false
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type: string
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default: x86_64
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submodules:
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description: Works as stated in actions/checkout, but the default value is recursive
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required: false
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type: string
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default: recursive
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setup-miniconda:
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description: Set to true if setup-miniconda is needed
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required: false
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type: boolean
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default: true
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permissions:
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id-token: write
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contents: read
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jobs:
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build:
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strategy:
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fail-fast: false
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matrix: ${{ fromJSON(inputs.build-matrix) }}
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env:
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PYTHON_VERSION: ${{ matrix.python_version }}
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PACKAGE_TYPE: wheel
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REPOSITORY: ${{ inputs.repository }}
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REF: ${{ inputs.ref }}
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CU_VERSION: ${{ matrix.desired_cuda }}
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UPLOAD_TO_BASE_BUCKET: ${{ matrix.upload_to_base_bucket }}
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ARCH: ${{ inputs.architecture }}
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TENSORRT_STRIP_PREFIX: ${{ matrix.tensorrt.strip_prefix }}
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TENSORRT_URLS: ${{ matrix.tensorrt.urls }}
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TENSORRT_SHA256: ${{ matrix.tensorrt.sha256 }}
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name: release_${{ matrix.build_name }}
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runs-on: ${{ matrix.validation_runner }}
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container:
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image: ${{ matrix.container_image }}
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options: ${{ matrix.gpu_arch_type == 'cuda' && '--gpus all' || ' ' }}
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# If a build is taking longer than 120 minutes on these runners we need
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# to have a conversation
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timeout-minutes: 120
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steps:
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- name: Clean workspace
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shell: bash -l {0}
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run: |
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set -x
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echo "::group::Cleanup debug output"
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rm -rf "${GITHUB_WORKSPACE}"
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mkdir -p "${GITHUB_WORKSPACE}"
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if [[ "${{ inputs.architecture }}" = "aarch64" ]]; then
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rm -rf "${RUNNER_TEMP}/*"
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fi
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echo "::endgroup::"
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- uses: actions/checkout@v3
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with:
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# Support the use case where we need to checkout someone's fork
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repository: ${{ inputs.test-infra-repository }}
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ref: ${{ inputs.test-infra-ref }}
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path: test-infra
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- uses: actions/checkout@v3
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if: ${{ env.ARCH == 'aarch64' }}
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with:
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# Support the use case where we need to checkout someone's fork
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repository: "pytorch/builder"
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ref: "main"
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path: builder
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- name: Set linux aarch64 CI
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if: ${{ inputs.architecture == 'aarch64' }}
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shell: bash -l {0}
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env:
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DESIRED_PYTHON: ${{ matrix.python_version }}
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run: |
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set +e
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# TODO: This is temporary aarch64 setup script, this should be integrated into aarch64 docker.
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${GITHUB_WORKSPACE}/builder/aarch64_linux/aarch64_ci_setup.sh
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echo "/opt/conda/bin" >> $GITHUB_PATH
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set -e
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- uses: ./test-infra/.github/actions/set-channel
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- name: Set PYTORCH_VERSION
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if: ${{ env.CHANNEL == 'test' }}
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run: |
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# When building RC, set the version to be the current candidate version,
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# otherwise, leave it alone so nightly will pick up the latest
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echo "PYTORCH_VERSION=${{ matrix.stable_version }}" >> "${GITHUB_ENV}"
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- uses: ./test-infra/.github/actions/setup-binary-builds
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env:
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PLATFORM: ${{ inputs.architecture == 'aarch64' && 'linux-aarch64' || ''}}
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with:
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repository: ${{ inputs.repository }}
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ref: ${{ inputs.ref }}
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submodules: ${{ inputs.submodules }}
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setup-miniconda: ${{ inputs.setup-miniconda }}
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python-version: ${{ env.PYTHON_VERSION }}
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cuda-version: ${{ env.CU_VERSION }}
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arch: ${{ env.ARCH }}
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- name: Combine Env Var and Build Env Files
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if: ${{ inputs.env-var-script != '' }}
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working-directory: ${{ inputs.repository }}
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shell: bash -l {0}
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run: |
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cat "${{ inputs.env-var-script }}" >> "${BUILD_ENV_FILE}"
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- name: Install torch dependency
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shell: bash -l {0}
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run: |
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set -x
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# shellcheck disable=SC1090
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source "${BUILD_ENV_FILE}"
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# shellcheck disable=SC2086
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${CONDA_RUN} ${PIP_INSTALL_TORCH}
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- name: Run Pre-Script with Caching
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if: ${{ inputs.pre-script != '' }}
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uses: ./test-infra/.github/actions/run-script-with-cache
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with:
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cache-path: ${{ inputs.cache-path }}
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cache-key: ${{ inputs.cache-key }}
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repository: ${{ inputs.repository }}
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script: ${{ inputs.pre-script }}
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- name: Build clean
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working-directory: ${{ inputs.repository }}
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shell: bash -l {0}
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run: |
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set -x
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source "${BUILD_ENV_FILE}"
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${CONDA_RUN} python setup.py clean
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- name: Build the wheel (bdist_wheel)
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working-directory: ${{ inputs.repository }}
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shell: bash -l {0}
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run: |
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set -x
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source "${BUILD_ENV_FILE}"
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${CONDA_RUN} python setup.py bdist_wheel
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- name: Run Post-Script
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if: ${{ inputs.post-script != '' }}
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uses: ./test-infra/.github/actions/run-script-with-cache
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with:
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repository: ${{ inputs.repository }}
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script: ${{ inputs.post-script }}
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- name: Smoke Test
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shell: bash -l {0}
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env:
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PACKAGE_NAME: ${{ inputs.package-name }}
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SMOKE_TEST_SCRIPT: ${{ inputs.smoke-test-script }}
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run: |
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set -x
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source "${BUILD_ENV_FILE}"
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# TODO: add smoke test for the auditwheel tarball built
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# NB: Only upload to GitHub after passing smoke tests
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- name: Upload wheel to GitHub
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continue-on-error: true
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uses: actions/upload-artifact@v3
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with:
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name: ${{ env.ARTIFACT_NAME }}
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path: ${{ inputs.repository }}/dist
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concurrency:
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group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref_name }}-${{ inputs.repository }}-${{ github.event_name == 'workflow_dispatch' }}-${{ inputs.job-name }}-${{ inputs.cxx11-tarball-release }}
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cancel-in-progress: true

‎.github/workflows/build-test-tensorrt-linux.yml

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name: Build and test Torch-TensorRT on Linux
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on:
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pull_request:
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workflow_dispatch:
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permissions:
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id-token: write
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contents: read
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packages: write
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jobs:
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generate-matrix:
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uses: pytorch/test-infra/.github/workflows/generate_binary_build_matrix.yml@main
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with:
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package-type: wheel
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os: linux
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test-infra-repository: pytorch/test-infra
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test-infra-ref: main
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with-rocm: false
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with-cpu: false
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generate-tensorrt-matrix:
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needs: [generate-matrix]
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outputs:
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matrix: ${{ steps.generate.outputs.matrix }}
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runs-on: ubuntu-latest
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steps:
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- uses: actions/setup-python@v4
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with:
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python-version: '3.10'
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- uses: actions/checkout@v3
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with:
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repository: pytorch/tensorrt
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- name: Generate tensorrt matrix
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id: generate
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run: |
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set -eou pipefail
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MATRIX_BLOB=${{ toJSON(needs.generate-matrix.outputs.matrix) }}
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MATRIX_BLOB="$(python3 .github/scripts/generate-tensorrt-test-matrix.py --matrix "${MATRIX_BLOB}")"
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echo "${MATRIX_BLOB}"
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echo "matrix=${MATRIX_BLOB}" >> "${GITHUB_OUTPUT}"
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build:
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needs: [generate-tensorrt-matrix]
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name: Build torch-tensorrt whl package
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strategy:
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fail-fast: false
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matrix:
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include:
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- repository: pytorch/tensorrt
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pre-script: packaging/pre_build_script.sh
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env-var-script: packaging/env_vars.txt
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post-script: packaging/post_build_script.sh
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smoke-test-script: packaging/smoke_test_script.sh
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package-name: torch_tensorrt
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uses: ./.github/workflows/build-torch-tensorrt-linux.yml
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with:
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repository: ${{ matrix.repository }}
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ref: ""
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test-infra-repository: pytorch/test-infra
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test-infra-ref: main
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build-matrix: ${{ needs.generate-tensorrt-matrix.outputs.matrix }}
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pre-script: ${{ matrix.pre-script }}
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env-var-script: ${{ matrix.env-var-script }}
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post-script: ${{ matrix.post-script }}
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package-name: ${{ matrix.package-name }}
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smoke-test-script: ${{ matrix.smoke-test-script }}
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trigger-event: ${{ github.event_name }}

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