chore: rebase

pytorch · May 30, 2024 · 5f9753f · 5f9753f
2 parents 9aab410 + 1e272b4
commit 5f9753f
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diff --git a/.github/scripts/install-torch-tensorrt-windows.sh b/.github/scripts/install-torch-tensorrt-windows.sh
@@ -1,15 +1,13 @@
+#!/usr/bin/env bash
 set -eou pipefail
-source "${BUILD_ENV_FILE}"
+# Source conda so it's available to the script environment
+source ${BUILD_ENV_FILE}
+export EXTRA_INDEX_URL="https://download.pytorch.org/whl/nightly/${CU_VERSION}"
 
-# Install test index version of Torch and Torchvision
-${CONDA_RUN} ${PIP_INSTALL_TORCH} torchvision
-${CONDA_RUN} pip install pyyaml mpmath==1.3.0
+# Install all the dependencies required for Torch-TensorRT
+${CONDA_RUN} pip install --pre -r ${PWD}/tests/py/requirements.txt --use-deprecated=legacy-resolver --extra-index-url=${EXTRA_INDEX_URL}
 
-# Install TRT from PyPi
-TRT_VERSION=$(${CONDA_RUN} python -c "import yaml; print(yaml.safe_load(open('dev_dep_versions.yml', 'r'))['__tensorrt_version__'])")
-${CONDA_RUN} pip install tensorrt==${TRT_VERSION} tensorrt-${CU_VERSION::4}==${TRT_VERSION} tensorrt-${CU_VERSION::4}-bindings==${TRT_VERSION} tensorrt-${CU_VERSION::4}-libs==${TRT_VERSION} --extra-index-url https://pypi.nvidia.com
-
-# Install pre-built Torch-TRT
+# Install Torch-TensorRT
 ${CONDA_RUN} pip install ${RUNNER_ARTIFACT_DIR}/torch_tensorrt*.whl
 
-echo -e "Running test script";
+echo -e "Running test script";
diff --git a/.github/scripts/install-torch-tensorrt.sh b/.github/scripts/install-torch-tensorrt.sh
@@ -2,16 +2,12 @@
 set -eou pipefail
 # Source conda so it's available to the script environment
 source ${BUILD_ENV_FILE}
-${CONDA_RUN} ${PIP_INSTALL_TORCH} torchvision
-${CONDA_RUN} python -m pip install pyyaml mpmath==1.3.0
-export TRT_VERSION=$(${CONDA_RUN} python -c "import versions; versions.tensorrt_version()")
+export EXTRA_INDEX_URL="https://download.pytorch.org/whl/nightly/${CU_VERSION}"
 
-# Install TensorRT manually
-wget -q -P /opt/torch-tensorrt-builds/ https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.0.1/tars/TensorRT-10.0.1.6.Linux.x86_64-gnu.cuda-12.4.tar.gz
-tar -xzf /opt/torch-tensorrt-builds/TensorRT-10.0.1.6.Linux.x86_64-gnu.cuda-12.4.tar.gz -C /opt/torch-tensorrt-builds/
-python -m pip install /opt/torch-tensorrt-builds/TensorRT-10.0.1.6/python/tensorrt-10.0.1-cp${PYTHON_VERSION//./}-none-linux_x86_64.whl
+# Install all the dependencies required for Torch-TensorRT
+${CONDA_RUN} pip install --pre -r ${PWD}/tests/py/requirements.txt --use-deprecated=legacy-resolver --extra-index-url=${EXTRA_INDEX_URL}
 
 # Install Torch-TensorRT
-${CONDA_RUN} python -m pip install /opt/torch-tensorrt-builds/torch_tensorrt*+${CU_VERSION}*.whl
+${CONDA_RUN} pip install /opt/torch-tensorrt-builds/torch_tensorrt*.whl
 
-echo -e "Running test script";
+echo -e "Running test script";
diff --git a/.github/workflows/build-test-linux.yml b/.github/workflows/build-test-linux.yml
@@ -79,7 +79,6 @@ jobs:
         export LD_LIBRARY_PATH=/usr/lib64:$LD_LIBRARY_PATH
         pushd .
         cd tests/modules
-        ${CONDA_RUN} python -m pip install --pre -r ../py/requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python hub.py
         popd
         pushd .
@@ -113,7 +112,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dynamo_converters_test_results.xml -n 10 conversion/
         popd
 
@@ -141,7 +139,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dynamo_fe_test_results.xml --ir dynamo models/test_models_export.py
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dyn_models_export.xml --ir dynamo models/test_dyn_models.py
         popd
@@ -170,7 +167,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/export_serde_test_results.xml --ir dynamo models/test_export_serde.py
         popd
 
@@ -198,7 +194,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre  -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest -n 10 --junitxml=${RUNNER_TEST_RESULTS_DIR}/torch_compile_be_test_results.xml backend/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/torch_comple_be_e2e_test_results.xml --ir torch_compile models/test_models.py
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/torch_compile_dyn_models_export.xml --ir torch_compile models/test_dyn_models.py
@@ -228,7 +223,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_runtime_test_results.xml runtime/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_partitioning_test_results.xml partitioning/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_lowering_test_results.xml lowering/
@@ -257,6 +251,5 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/core
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_core_test_results.xml .
         popd
diff --git a/.github/workflows/build-test-windows.yml b/.github/workflows/build-test-windows.yml
@@ -72,7 +72,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dynamo_converters_test_results.xml -n 10 conversion/
         popd
 
@@ -98,7 +97,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dynamo_fe_test_results.xml --ir dynamo models/test_models_export.py
         ${CONDA_RUN} python -m pytest --junitxml=${RUNNER_TEST_RESULTS_DIR}/dyn_models_export.xml --ir dynamo models/test_dyn_models.py
         popd
@@ -125,7 +123,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest -n 10 --junitxml=${RUNNER_TEST_RESULTS_DIR}/torch_compile_be_test_results.xml backend/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/torch_comple_be_e2e_test_results.xml --ir torch_compile models/test_models.py
         popd
@@ -152,7 +149,6 @@ jobs:
         export USE_HOST_DEPS=1
         pushd .
         cd tests/py/dynamo
-        ${CONDA_RUN} python -m pip install --pre -r ../requirements.txt --use-deprecated=legacy-resolver
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_runtime_test_results.xml runtime/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_partitioning_test_results.xml partitioning/
         ${CONDA_RUN} python -m pytest -n 4 --junitxml=${RUNNER_TEST_RESULTS_DIR}/tests_py_dynamo_core_lowering_test_results.xml lowering/

diff --git a/docker/Dockerfile b/docker/Dockerfile
@@ -33,17 +33,10 @@ RUN pyenv install -v ${PYTHON_VERSION}
 RUN pyenv global ${PYTHON_VERSION}
 
 # Install TensorRT + dependencies
-RUN wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-ubuntu2204.pin
-RUN mv cuda-ubuntu2204.pin /etc/apt/preferences.d/cuda-repository-pin-600
-RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/7fa2af80.pub
-RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /"
-RUN apt-get update
-
 RUN apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub
 RUN add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /"
 RUN apt-get update
-
-RUN apt-get install -y libnvinfer8=${TENSORRT_VERSION}.* libnvinfer-plugin8=${TENSORRT_VERSION}.* libnvinfer-dev=${TENSORRT_VERSION}.* libnvinfer-plugin-dev=${TENSORRT_VERSION}.* libnvonnxparsers8=${TENSORRT_VERSION}.* libnvonnxparsers-dev=${TENSORRT_VERSION}.* libnvparsers8=${TENSORRT_VERSION}.*  libnvparsers-dev=${TENSORRT_VERSION}.* libnvinfer-headers-dev=${TENSORRT_VERSION}.* libnvinfer-headers-plugin-dev=${TENSORRT_VERSION}.*
+RUN TENSORRT_MAJOR_VERSION=`echo ${TENSORRT_VERSION} | cut -d '.' -f 1` && apt-get install -y libnvinfer${TENSORRT_MAJOR_VERSION}=${TENSORRT_VERSION}.* libnvinfer-plugin${TENSORRT_MAJOR_VERSION}=${TENSORRT_VERSION}.* libnvinfer-dev=${TENSORRT_VERSION}.* libnvinfer-plugin-dev=${TENSORRT_VERSION}.* libnvonnxparsers${TENSORRT_MAJOR_VERSION}=${TENSORRT_VERSION}.* libnvonnxparsers-dev=${TENSORRT_VERSION}.* 
 
 # Setup Bazel via Bazelisk
 RUN wget -q https://github.com/bazelbuild/bazelisk/releases/download/v1.17.0/bazelisk-linux-amd64 -O /usr/bin/bazel &&\

diff --git a/docker/README.md b/docker/README.md
@@ -3,7 +3,7 @@
 * Use `Dockerfile` to build a container which provides the exact development environment that our master branch is usually tested against.
 
 * The `Dockerfile` currently uses <a href="https://github.com/bazelbuild/bazelisk">Bazelisk</a> to select the Bazel version, and uses the exact library versions of Torch and CUDA listed in <a href="https://github.com/pytorch/TensorRT#dependencies">dependencies</a>.
-  * The desired version of TensorRT must be specified as build-args, with major and minor versions as in: `--build-arg TENSORRT_VERSION=a.b`
+  * The desired versions of TensorRT must be specified as build-args, with major and minor versions as in: `--build-arg TENSORRT_VERSION=a.b`
   * [**Optional**] The desired base image be changed by explicitly setting a base image, as in `--build-arg BASE_IMG=nvidia/cuda:11.8.0-devel-ubuntu22.04`, though this is optional
   * [**Optional**] Additionally, the desired Python version can be changed by explicitly setting a version, as in `--build-arg PYTHON_VERSION=3.10`, though this is optional as well.
 
@@ -17,14 +17,14 @@ Note: By default the container uses the `pre-cxx11-abi` version of Torch + Torch
 
 ### Instructions
 
-- The example below uses TensorRT 8.6
+- The example below uses TensorRT 10.0.1.6
 - See <a href="https://github.com/pytorch/TensorRT#dependencies">dependencies</a> for a list of current default dependencies.
 
 > From root of Torch-TensorRT repo
 
 Build:
 ```
-DOCKER_BUILDKIT=1 docker build --build-arg TENSORRT_VERSION=8.6 -f docker/Dockerfile -t torch_tensorrt:latest .
+DOCKER_BUILDKIT=1 docker build --build-arg TENSORRT_VERSION=10.0.1 -f docker/Dockerfile -t torch_tensorrt:latest .
 ```
 
 Run:

diff --git a/docs/_cpp_api/classtorch__tensorrt_1_1DataType.html b/docs/_cpp_api/classtorch__tensorrt_1_1DataType.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Class DataType &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Class DataType &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/classtorch__tensorrt_1_1Device_1_1DeviceType.html b/docs/_cpp_api/classtorch__tensorrt_1_1Device_1_1DeviceType.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Class Device::DeviceType &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Class Device::DeviceType &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/classtorch__tensorrt_1_1TensorFormat.html b/docs/_cpp_api/classtorch__tensorrt_1_1TensorFormat.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Class TensorFormat &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Class TensorFormat &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/classtorch__tensorrt_1_1ptq_1_1Int8CacheCalibrator.html b/docs/_cpp_api/classtorch__tensorrt_1_1ptq_1_1Int8CacheCalibrator.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Template Class Int8CacheCalibrator &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Template Class Int8CacheCalibrator &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/classtorch__tensorrt_1_1ptq_1_1Int8Calibrator.html b/docs/_cpp_api/classtorch__tensorrt_1_1ptq_1_1Int8Calibrator.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Template Class Int8Calibrator &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Template Class Int8Calibrator &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1a18d295a837ac71add5578860b55e5502.html b/docs/_cpp_api/define_macros_8h_1a18d295a837ac71add5578860b55e5502.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define STR &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define STR &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1a282fd3c0b1c3a215148ae372070e1268.html b/docs/_cpp_api/define_macros_8h_1a282fd3c0b1c3a215148ae372070e1268.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define TORCH_TENSORRT_PATCH_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define TORCH_TENSORRT_PATCH_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1a31398a6d4d27e28817afb0f0139e909e.html b/docs/_cpp_api/define_macros_8h_1a31398a6d4d27e28817afb0f0139e909e.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define TORCH_TENSORRT_MAJOR_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define TORCH_TENSORRT_MAJOR_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1a35703561b26b1a9d2738ad7d58b27827.html b/docs/_cpp_api/define_macros_8h_1a35703561b26b1a9d2738ad7d58b27827.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define TORCH_TENSORRT_MINOR_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define TORCH_TENSORRT_MINOR_VERSION &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1abd1465eb38256d3f22cc1426b23d516b.html b/docs/_cpp_api/define_macros_8h_1abd1465eb38256d3f22cc1426b23d516b.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define TORCHTRT_API &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define TORCHTRT_API &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1abe87b341f562fd1cf40b7672e4d759da.html b/docs/_cpp_api/define_macros_8h_1abe87b341f562fd1cf40b7672e4d759da.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define XSTR &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define XSTR &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>
 
 

diff --git a/docs/_cpp_api/define_macros_8h_1ad19939408f7be171a74a89928b36eb59.html b/docs/_cpp_api/define_macros_8h_1ad19939408f7be171a74a89928b36eb59.html
@@ -10,7 +10,7 @@
 
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
 
-  <title>Define TORCHTRT_HIDDEN &mdash; Torch-TensorRT v2.4.0.dev0+779d8d6 documentation</title>
+  <title>Define TORCHTRT_HIDDEN &mdash; Torch-TensorRT v2.4.0.dev0+7ec1060 documentation</title>
 
 
 
@@ -275,7 +275,7 @@
 
 
                 <div class="version">
-                  v2.4.0.dev0+779d8d6
+                  v2.4.0.dev0+7ec1060
                 </div>