Skip to content

Upgrade to TensorRT 10.11 #3557

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 6 commits into from
Jun 8, 2025
Merged

Upgrade to TensorRT 10.11 #3557

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
6 commits
Select commit Hold shift + click to select a range
95932e8
add more tensorrt version
lanluo-nvidia Jun 6, 2025
7c6db95
test
lanluo-nvidia Jun 6, 2025
3c09df7
add more tensorrt version
lanluo-nvidia Jun 6, 2025
111b1fa
test
lanluo-nvidia Jun 6, 2025
ff6c2d0
upgrade tensorrt to 10.11
lanluo-nvidia Jun 6, 2025
0f86603
resolve comments
lanluo-nvidia Jun 7, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
17 changes: 17 additions & 0 deletions .github/scripts/generate-tensorrt-test-matrix.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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": {
Expand All @@ -62,13 +70,22 @@
"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",
},
},
}


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)
Expand Down
14 changes: 7 additions & 7 deletions MODULE.bazel
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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
Expand All @@ -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",
],
)

Expand All @@ -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",
],
)

Expand Down
6 changes: 3 additions & 3 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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)
Expand Down Expand Up @@ -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

Expand Down
2 changes: 1 addition & 1 deletion dev_dep_versions.yml
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,2 +1,2 @@
__cuda_version__: "12.8"
__tensorrt_version__: "10.9.0"
__tensorrt_version__: "10.11.0"
4 changes: 2 additions & 2 deletions docker/README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -15,14 +15,14 @@

### Instructions

- The example below uses TensorRT 10.9.0.34
- The example below uses TensorRT 10.11.0.33
- 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=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:
Expand Down
11 changes: 5 additions & 6 deletions pyproject.toml
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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",
Expand Down Expand Up @@ -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",

Expand Down Expand Up @@ -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"
Expand Down
5 changes: 4 additions & 1 deletion tests/py/dynamo/runtime/test_000_compilation_settings.py
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -1,11 +1,14 @@
import unittest
from importlib import metadata

import tensorrt as trt
import torch
import torch_tensorrt
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


Expand Down Expand Up @@ -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):
Expand Down
12 changes: 6 additions & 6 deletions toolchains/ci_workspaces/MODULE.bazel.tmpl
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -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",
],
)

Expand All @@ -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",
],
)

Expand Down
Loading
Loading