diff --git a/.github/scripts/generate-tensorrt-test-matrix.py b/.github/scripts/generate-tensorrt-test-matrix.py index 17f61b9ccf..ab24336ee2 100644 --- a/.github/scripts/generate-tensorrt-test-matrix.py +++ b/.github/scripts/generate-tensorrt-test-matrix.py @@ -44,6 +44,14 @@ "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/zip/TensorRT-10.9.0.34.Windows.win10.cuda-12.8.zip", "strip_prefix": "TensorRT-10.9.0.34", }, + "10.10.0": { + "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.10.0/zip/TensorRT-10.10.0.31.Windows.win10.cuda-12.9.zip", + "strip_prefix": "TensorRT-10.10.0.31", + }, + "10.11.0": { + "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/zip/TensorRT-10.11.0.33.Windows.win10.cuda-12.9.zip", + "strip_prefix": "TensorRT-10.11.0.33", + }, }, "linux": { "10.3.0": { @@ -62,6 +70,14 @@ "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/tars/TensorRT-10.9.0.34.Linux.x86_64-gnu.cuda-12.8.tar.gz", "strip_prefix": "TensorRT-10.9.0.34", }, + "10.10.0": { + "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.10.0/tars/TensorRT-10.10.0.31.Linux.x86_64-gnu.cuda-12.9.tar.gz", + "strip_prefix": "TensorRT-10.10.0.31", + }, + "10.11.0": { + "urls": "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/tars/TensorRT-10.11.0.33.Linux.x86_64-gnu.cuda-12.9.tar.gz", + "strip_prefix": "TensorRT-10.11.0.33", + }, }, } @@ -69,6 +85,7 @@ def check_new_tensorrt_version( major: int = 10, patch_from: int = 0 ) -> tuple[bool, str, str, str, str]: + def check_file_availability(url: str) -> bool: try: response = requests.head(url, allow_redirects=True) diff --git a/MODULE.bazel b/MODULE.bazel index 5d15a52152..b7a18e9eaa 100644 --- a/MODULE.bazel +++ b/MODULE.bazel @@ -90,10 +90,10 @@ http_archive( http_archive( name = "torch_l4t", build_file = "@//third_party/libtorch:BUILD", + sha256 = "6eff643c0a7acda92734cc798338f733ff35c7df1a4434576f5ff7c66fc97319", strip_prefix = "torch", type = "zip", urls = ["https://pypi.jetson-ai-lab.dev/jp6/cu126/+f/6ef/f643c0a7acda9/torch-2.7.0-cp310-cp310-linux_aarch64.whl"], - sha256 = "6eff643c0a7acda92734cc798338f733ff35c7df1a4434576f5ff7c66fc97319" ) # Download these tarballs manually from the NVIDIA website @@ -103,18 +103,18 @@ http_archive( http_archive( name = "tensorrt", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/tars/TensorRT-10.9.0.34.Linux.x86_64-gnu.cuda-12.8.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/tars/TensorRT-10.11.0.33.Linux.x86_64-gnu.cuda-12.9.tar.gz", ], ) http_archive( name = "tensorrt_sbsa", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/tars/TensorRT-10.9.0.34.Linux.aarch64-gnu.cuda-12.8.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/tars/TensorRT-10.11.0.33.Linux.aarch64-gnu.cuda-12.9.tar.gz", ], ) @@ -130,9 +130,9 @@ http_archive( http_archive( name = "tensorrt_win", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/zip/TensorRT-10.9.0.34.Windows.win10.cuda-12.8.zip", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/zip/TensorRT-10.11.0.33.Windows.win10.cuda-12.9.zip", ], ) diff --git a/README.md b/README.md index f3b68e8dea..c5ae4f33d9 100644 --- a/README.md +++ b/README.md @@ -7,7 +7,7 @@ Torch-TensorRT [![Documentation](https://img.shields.io/badge/docs-master-brightgreen)](https://nvidia.github.io/Torch-TensorRT/) [![pytorch](https://img.shields.io/badge/PyTorch-2.8-green)](https://download.pytorch.org/whl/nightly/cu128) [![cuda](https://img.shields.io/badge/CUDA-12.8-green)](https://developer.nvidia.com/cuda-downloads) -[![trt](https://img.shields.io/badge/TensorRT-10.9.0-green)](https://github.com/nvidia/tensorrt-llm) +[![trt](https://img.shields.io/badge/TensorRT-10.11.0-green)](https://github.com/nvidia/tensorrt-llm) [![license](https://img.shields.io/badge/license-BSD--3--Clause-blue)](./LICENSE) [![Linux x86-64 Nightly Wheels](https://github.com/pytorch/TensorRT/actions/workflows/build-test-linux-x86_64.yml/badge.svg?branch=nightly)](https://github.com/pytorch/TensorRT/actions/workflows/build-test-linux-x86_64.yml) [![Linux SBSA Nightly Wheels](https://github.com/pytorch/TensorRT/actions/workflows/build-test-linux-aarch64.yml/badge.svg?branch=nightly)](https://github.com/pytorch/TensorRT/actions/workflows/build-test-linux-aarch64.yml) @@ -120,8 +120,8 @@ These are the following dependencies used to verify the testcases. Torch-TensorR - Bazel 8.1.1 - Libtorch 2.8.0.dev (latest nightly) -- CUDA 12.8 (CUDA 12.6 on Jetson) -- TensorRT 10.9 (TensorRT 10.3 on Jetson) +- CUDA 12.8 (CUDA 12.6 on Jetson) +- TensorRT 10.11 (TensorRT 10.3 on Jetson) ## Deprecation Policy diff --git a/dev_dep_versions.yml b/dev_dep_versions.yml index cd1dabab3b..492035a76f 100644 --- a/dev_dep_versions.yml +++ b/dev_dep_versions.yml @@ -1,2 +1,2 @@ __cuda_version__: "12.8" -__tensorrt_version__: "10.9.0" +__tensorrt_version__: "10.11.0" diff --git a/docker/README.md b/docker/README.md index 9880c3bf9b..2e4141e7c7 100644 --- a/docker/README.md +++ b/docker/README.md @@ -15,14 +15,14 @@ ### Instructions -- The example below uses TensorRT 10.9.0.34 +- The example below uses TensorRT 10.11.0.33 - 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=10.9.0 -f docker/Dockerfile -t torch_tensorrt:latest . +DOCKER_BUILDKIT=1 docker build --build-arg TENSORRT_VERSION=10.11.0 -f docker/Dockerfile -t torch_tensorrt:latest . ``` Run: diff --git a/pyproject.toml b/pyproject.toml index a28eb1b046..ab2e381c3a 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>=10.9.0,<10.10.0; 'tegra' not in platform_release", + "tensorrt-cu12>=10.11.0,<10.12.0; 'tegra' not in platform_release", "tensorrt>=10.3.0,<10.4.0; 'tegra' in platform_release", "torch>=2.8.0.dev,<2.9.0; 'tegra' not in platform_release", "torch>=2.7.0,<2.8.0; 'tegra' in platform_release", @@ -61,12 +61,12 @@ dependencies = [ "torch>=2.8.0.dev,<2.9.0; 'tegra' not in platform_release", "torch>=2.7.0,<2.8.0; 'tegra' in platform_release", - "tensorrt>=10.9.0,<10.10.0; 'tegra' not in platform_release", + "tensorrt>=10.11.0,<10.12.0; 'tegra' not in platform_release", "tensorrt>=10.3.0,<10.4.0; 'tegra' in platform_release", - "tensorrt-cu12>=10.9.0,<10.10.0; 'tegra' not in platform_release", - "tensorrt-cu12-bindings>=10.9.0,<10.10.0; 'tegra' not in platform_release", - "tensorrt-cu12-libs>=10.9.0,<10.10.0; 'tegra' not in platform_release", + "tensorrt-cu12>=10.11.0,<10.12.0; 'tegra' not in platform_release", + "tensorrt-cu12-bindings>=10.11.0,<10.12.0; 'tegra' not in platform_release", + "tensorrt-cu12-libs>=10.11.0,<10.12.0; 'tegra' not in platform_release", "packaging>=23", @@ -101,7 +101,6 @@ torchvision = [ quantization = ["nvidia-modelopt[all]>=0.27.1"] monitoring-tools = ["rich>=13.7.1"] jupyter = ["rich[jupyter]>=13.7.1"] -distributed = ["tensorrt-llm>=0.16.0"] [project.urls] Homepage = "https://pytorch.org/tensorrt" diff --git a/tests/py/dynamo/runtime/test_000_compilation_settings.py b/tests/py/dynamo/runtime/test_000_compilation_settings.py index 98b748d5e4..1f7a74fefd 100644 --- a/tests/py/dynamo/runtime/test_000_compilation_settings.py +++ b/tests/py/dynamo/runtime/test_000_compilation_settings.py @@ -1,4 +1,5 @@ import unittest +from importlib import metadata import tensorrt as trt import torch @@ -6,6 +7,8 @@ from torch.testing._internal.common_utils import TestCase, run_tests from torch_tensorrt.dynamo.utils import is_tegra_platform +from packaging.version import Version + from ..testing_utilities import DECIMALS_OF_AGREEMENT @@ -58,7 +61,7 @@ def forward(self, x): torch._dynamo.reset() @unittest.skipIf( - is_tegra_platform() and trt._version_ > "10.8", + is_tegra_platform() and Version(metadata.version("tensorrt")) > Version("10.8"), "DLA is not supported on Jetson platform starting TRT 10.8", ) def test_dla_args(self): diff --git a/toolchains/ci_workspaces/MODULE.bazel.tmpl b/toolchains/ci_workspaces/MODULE.bazel.tmpl index e3888c2584..562b55c6ce 100644 --- a/toolchains/ci_workspaces/MODULE.bazel.tmpl +++ b/toolchains/ci_workspaces/MODULE.bazel.tmpl @@ -75,18 +75,18 @@ http_archive = use_repo_rule("@bazel_tools//tools/build_defs/repo:http.bzl", "ht http_archive( name = "tensorrt", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/tars/TensorRT-10.9.0.34.Linux.x86_64-gnu.cuda-12.8.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/tars/TensorRT-10.11.0.33.Linux.x86_64-gnu.cuda-12.9.tar.gz", ], ) http_archive( name = "tensorrt_sbsa", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/tars/TensorRT-10.9.0.34.Linux.aarch64-gnu.cuda-12.8.tar.gz", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/tars/TensorRT-10.11.0.33.Linux.aarch64-gnu.cuda-12.9.tar.gz", ], ) @@ -102,9 +102,9 @@ http_archive( http_archive( name = "tensorrt_win", build_file = "@//third_party/tensorrt/archive:BUILD", - strip_prefix = "TensorRT-10.9.0.34", + strip_prefix = "TensorRT-10.11.0.33", urls = [ - "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.9.0/zip/TensorRT-10.9.0.34.Windows.win10.cuda-12.8.zip", + "https://developer.nvidia.com/downloads/compute/machine-learning/tensorrt/10.11.0/zip/TensorRT-10.11.0.33.Windows.win10.cuda-12.9.zip", ], ) diff --git a/uv.lock b/uv.lock index e909b6a4c3..e908b7069a 100644 --- a/uv.lock +++ b/uv.lock @@ -1,12 +1,33 @@ version = 1 +revision = 2 requires-python = ">=3.9" resolution-markers = [ - "python_full_version < '3.11' and sys_platform == 'linux'", - "python_full_version == '3.11.*' and sys_platform == 'linux'", - "python_full_version >= '3.12' and sys_platform == 'linux'", - "python_full_version < '3.11' and sys_platform == 'windows'", - "python_full_version == '3.11.*' and sys_platform == 'windows'", - "python_full_version >= '3.12' and sys_platform == 'windows'", + "python_full_version >= '3.12' and platform_machine != 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version >= '3.12' and platform_machine == 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine != 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version == '3.10.*' and platform_machine != 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version == '3.10.*' and platform_machine == 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version < '3.10' and platform_machine != 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version < '3.10' and platform_machine == 'aarch64' and 'tegra' not in platform_release and sys_platform == 'linux'", + "python_full_version >= '3.12' and platform_machine != 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version >= '3.12' and platform_machine == 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine == 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version == '3.10.*' and platform_machine == 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version == '3.11.*' and platform_machine != 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version == '3.10.*' and platform_machine != 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + "python_full_version < '3.10' and platform_machine != 'aarch64' and 'tegra' in platform_release and sys_platform == 'linux'", + 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