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narendasannarendasan
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refactor(//py)!: Build system is now PEP517 compatible
BREAKING CHANGE: A ton of files have been moved in order to support PEP517 standards based builds. Users are now advised to use commands such as the following: Editable installs: python -m pip install --verbose --pre -e . [if necessary add --index-url to access nightly builds of pytorch] Wheel files: python -m pip wheel --verbose --pre . [if necessary add --index-url to access nightly builds of pytorch] --config-setting="--build-option=<options you would pass to setup.py>" -w dist Alternative build processes are also supported pypa/build: python -m build --wheel --skip-dependency-check --no-isolation > Skip dependency check means you need to install py/requirements.txt first due to issues with TensorRT's python package Signed-off-by: Naren Dasan <[email protected]> Signed-off-by: Naren Dasan <[email protected]> tools: adding a pyproject.toml linter Signed-off-by: Naren Dasan <[email protected]> Signed-off-by: Naren Dasan <[email protected]> chore: update CI for new build path Signed-off-by: Naren Dasan <[email protected]> Signed-off-by: Naren Dasan <[email protected]> Adding no deps flag refactor: Formally define package contents in setup.py Signed-off-by: Naren Dasan <[email protected]> Signed-off-by: Naren Dasan <[email protected]>
1 parent 50aeb5e commit 4b0c448

22 files changed

+545
-396
lines changed

‎.circleci/config.yml

+125-64
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‎.gitignore

+2-1
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@@ -66,4 +66,5 @@ bazel-tensorrt
6666
*.cache
6767
*cifar-10-batches-py*
6868
bazel-project
69-
build/
69+
build/
70+
wheelhouse/

‎.pre-commit-config.yaml

+4
Original file line numberDiff line numberDiff line change
@@ -30,6 +30,10 @@ repos:
3030
args:
3131
- --warnings=all
3232
- id: buildifier-lint
33+
- repo: https://github.com/abravalheri/validate-pyproject
34+
rev: v0.13
35+
hooks:
36+
- id: validate-pyproject
3337
- repo: local
3438
hooks:
3539
- id: dont-commit-upstream

‎docker/Dockerfile

+5-3
Original file line numberDiff line numberDiff line change
@@ -1,3 +1,5 @@
1+
# syntax=docker/dockerfile:1
2+
13
# Base image starts with CUDA
24
ARG BASE_IMG=nvidia/cuda:12.1.1-devel-ubuntu22.04
35
FROM ${BASE_IMG} as base
@@ -50,7 +52,7 @@ RUN apt-get update
5052
RUN apt-get install -y libnvinfer8=${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}.*
5153

5254
# Setup Bazel via Bazelisk
53-
RUN wget -q https://github.com/bazelbuild/bazelisk/releases/download/v1.16.0/bazelisk-linux-amd64 -O /usr/bin/bazel &&\
55+
RUN wget -q https://github.com/bazelbuild/bazelisk/releases/download/v1.17.0/bazelisk-linux-amd64 -O /usr/bin/bazel &&\
5456
chmod a+x /usr/bin/bazel
5557

5658
# Build Torch-TensorRT in an auxillary container
@@ -99,12 +101,12 @@ COPY . /opt/torch_tensorrt
99101
RUN mkdir -p "/opt/python3/" &&\
100102
ln -s "`pyenv which python | xargs dirname | xargs dirname`/lib/python$PYTHON_VERSION/site-packages" "/opt/python3/"
101103

102-
COPY --from=torch-tensorrt-builder /workspace/torch_tensorrt/src/py/dist/ .
104+
COPY --from=torch-tensorrt-builder /workspace/torch_tensorrt/src/dist/ .
103105

104106
RUN cp /opt/torch_tensorrt/docker/WORKSPACE.docker /opt/torch_tensorrt/WORKSPACE
105107
RUN pip install -r /opt/torch_tensorrt/py/requirements.txt
106108
RUN pip install tensorrt==${TENSORRT_VERSION}.*
107-
RUN pip install *.whl && rm -fr /workspace/torch_tensorrt/py/dist/* *.whl
109+
RUN pip install *.whl && rm -fr /workspace/torch_tensorrt/dist/* *.whl
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109111
WORKDIR /opt/torch_tensorrt
110112

‎docker/WORKSPACE.docker

+24-14
Original file line numberDiff line numberDiff line change
@@ -1,36 +1,39 @@
11
workspace(name = "Torch-TensorRT")
22

33
load("@bazel_tools//tools/build_defs/repo:http.bzl", "http_archive")
4-
load("@bazel_tools//tools/build_defs/repo:git.bzl", "git_repository")
54

65
http_archive(
76
name = "rules_python",
8-
sha256 = "778197e26c5fbeb07ac2a2c5ae405b30f6cb7ad1f5510ea6fdac03bded96cc6f",
9-
url = "https://github.com/bazelbuild/rules_python/releases/download/0.2.0/rules_python-0.2.0.tar.gz",
7+
sha256 = "863ba0fa944319f7e3d695711427d9ad80ba92c6edd0b7c7443b84e904689539",
8+
strip_prefix = "rules_python-0.22.0",
9+
url = "https://github.com/bazelbuild/rules_python/releases/download/0.22.0/rules_python-0.22.0.tar.gz",
1010
)
1111

12-
load("@rules_python//python:pip.bzl", "pip_install")
12+
load("@rules_python//python:repositories.bzl", "py_repositories")
13+
14+
py_repositories()
1315

1416
http_archive(
1517
name = "rules_pkg",
16-
sha256 = "038f1caa773a7e35b3663865ffb003169c6a71dc995e39bf4815792f385d837d",
18+
sha256 = "8f9ee2dc10c1ae514ee599a8b42ed99fa262b757058f65ad3c384289ff70c4b8",
1719
urls = [
18-
"https://mirror.bazel.build/github.com/bazelbuild/rules_pkg/releases/download/0.4.0/rules_pkg-0.4.0.tar.gz",
19-
"https://github.com/bazelbuild/rules_pkg/releases/download/0.4.0/rules_pkg-0.4.0.tar.gz",
20+
"https://mirror.bazel.build/github.com/bazelbuild/rules_pkg/releases/download/0.9.1/rules_pkg-0.9.1.tar.gz",
21+
"https://github.com/bazelbuild/rules_pkg/releases/download/0.9.1/rules_pkg-0.9.1.tar.gz",
2022
],
2123
)
2224

2325
load("@rules_pkg//:deps.bzl", "rules_pkg_dependencies")
2426

2527
rules_pkg_dependencies()
2628

27-
git_repository(
29+
http_archive(
2830
name = "googletest",
29-
commit = "703bd9caab50b139428cea1aaff9974ebee5742e",
30-
remote = "https://github.com/google/googletest",
31-
shallow_since = "1570114335 -0400",
31+
sha256 = "755f9a39bc7205f5a0c428e920ddad092c33c8a1b46997def3f1d4a82aded6e1",
32+
strip_prefix = "googletest-5ab508a01f9eb089207ee87fd547d290da39d015",
33+
urls = ["https://github.com/google/googletest/archive/5ab508a01f9eb089207ee87fd547d290da39d015.zip"],
3234
)
3335

36+
3437
# CUDA should be installed on the system locally
3538
new_local_repository(
3639
name = "cuda",
@@ -79,7 +82,14 @@ new_local_repository(
7982
#########################################################################
8083
# Testing Dependencies (optional - comment out on aarch64)
8184
#########################################################################
82-
pip_install(
83-
name = "pylinter_deps",
84-
requirements = "//tools/linter:requirements.txt",
85+
86+
load("@rules_python//python:pip.bzl", "pip_parse")
87+
88+
pip_parse(
89+
name = "devtools_deps",
90+
requirements = "//:requirements-dev.txt",
8591
)
92+
93+
load("@devtools_deps//:requirements.bzl", "install_deps")
94+
95+
install_deps()

‎docker/dist-build.sh

-24
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@@ -1,24 +0,0 @@
1-
#!/bin/bash
2-
3-
TOP_DIR=$(cd $(dirname $0); pwd)/..
4-
5-
if [[ -z "${USE_CXX11}" ]]; then
6-
BUILD_CMD="python setup.py bdist_wheel"
7-
else
8-
BUILD_CMD="python setup.py bdist_wheel --use-cxx11-abi"
9-
fi
10-
11-
cd ${TOP_DIR} \
12-
&& mkdir -p dist && cd py \
13-
&& pip install -r requirements.txt \
14-
&& pip install wheel
15-
16-
# Build Torch-TRT
17-
MAX_JOBS=1 LANG=en_US.UTF-8 LANGUAGE=en_US:en LC_ALL=en_US.UTF-8 ${BUILD_CMD} $* || exit 1
18-
19-
pip3 install ipywidgets --trusted-host pypi.org --trusted-host pypi.python.org --trusted-host=files.pythonhosted.org
20-
jupyter nbextension enable --py widgetsnbextension
21-
pip3 install timm
22-
23-
# test install
24-
pip3 uninstall -y torch_tensorrt && pip3 install ${TOP_DIR}/py/dist/*.whl

‎py/Dockerfile

-11
This file was deleted.

‎py/build_whl.sh

-44
This file was deleted.

‎py/ci/Dockerfile.ci

+2-2
Original file line numberDiff line numberDiff line change
@@ -1,11 +1,11 @@
1-
FROM pytorch/manylinux-builder:cuda11.7
1+
FROM pytorch/manylinux-builder:cuda12.1
22
ARG trt_version
33

44
RUN echo -e "Installing with TensorRT ${trt_version}"
55

66
RUN yum install -y ninja-build tensorrt-${trt_version}.*
77

8-
RUN wget https://github.com/bazelbuild/bazelisk/releases/download/v1.11.0/bazelisk-linux-amd64 \
8+
RUN wget https://github.com/bazelbuild/bazelisk/releases/download/v1.17.0/bazelisk-linux-amd64 \
99
&& mv bazelisk-linux-amd64 /usr/bin/bazel \
1010
&& chmod +x /usr/bin/bazel
1111

‎py/ci/build_manifest.txt

+1
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@@ -1,4 +1,5 @@
11
py38
22
py39
33
py310
4+
py311
45
libtorchtrt_pre_cxx11_abi

‎py/ci/build_whl.sh

+49-46
Original file line numberDiff line numberDiff line change
@@ -8,84 +8,87 @@ export PROJECT_DIR=/workspace/project
88

99
cp -r $CUDA_HOME /usr/local/cuda
1010

11-
py37() {
12-
cd /workspace/project/py
13-
PY_BUILD_CODE=cp37-cp37m
14-
PY_VERSION=3.7
15-
PY_NAME=python${PY_VERSION}
16-
PY_DIR=/opt/python/${PY_BUILD_CODE}
17-
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
18-
${PY_DIR}/bin/python -m pip install --upgrade pip
19-
${PY_DIR}/bin/python -m pip install -r requirements.txt
20-
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
21-
${PY_DIR}/bin/python setup.py bdist_wheel --release --ci
22-
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${PY_PKG_DIR}/torch/lib:${PY_PKG_DIR}/tensorrt/:${CUDA_HOME}/lib64:${CUDA_HOME}/lib64/stubs ${PY_DIR}/bin/python -m auditwheel repair $(cat ${PROJECT_DIR}/py/ci/soname_excludes.params) --plat manylinux_2_17_x86_64 dist/torch_tensorrt-*-${PY_BUILD_CODE}-linux_x86_64.whl
11+
build_wheel() {
12+
$1/bin/python -m pip install --upgrade pip
13+
$1/bin/python -m pip wheel . --config-setting="--build-option=--release" --config-setting="--build-option=--ci" -w dist
14+
}
15+
16+
patch_wheel() {
17+
$2/bin/python -m pip install auditwheel
18+
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$1/torch/lib:$1/tensorrt/:${CUDA_HOME}/lib64:${CUDA_HOME}/lib64/stubs $2/bin/python -m auditwheel repair $(cat ${PROJECT_DIR}/py/ci/soname_excludes.params) --plat manylinux_2_34_x86_64 dist/torch_tensorrt-*-$3-linux_x86_64.whl
2319
}
2420

2521
py38() {
26-
cd /workspace/project/py
22+
cd /workspace/project
2723
PY_BUILD_CODE=cp38-cp38
2824
PY_VERSION=3.8
2925
PY_NAME=python${PY_VERSION}
3026
PY_DIR=/opt/python/${PY_BUILD_CODE}
3127
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
32-
${PY_DIR}/bin/python -m pip install --upgrade pip
33-
${PY_DIR}/bin/python -m pip install -r requirements.txt
34-
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
35-
${PY_DIR}/bin/python setup.py bdist_wheel --release --ci
36-
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${PY_PKG_DIR}/torch/lib:${PY_PKG_DIR}/tensorrt/:${CUDA_HOME}/lib64:${CUDA_HOME}/lib64/stubs ${PY_DIR}/bin/python -m auditwheel repair $(cat ${PROJECT_DIR}/py/ci/soname_excludes.params) --plat manylinux_2_17_x86_64 dist/torch_tensorrt-*-${PY_BUILD_CODE}-linux_x86_64.whl
28+
build_wheel ${PY_DIR}
29+
patch_wheel ${PY_PKG_DIR} ${PY_DIR} ${PY_BUILD_CODE}
3730
}
3831

3932
py39() {
40-
cd /workspace/project/py
33+
cd /workspace/project
4134
PY_BUILD_CODE=cp39-cp39
4235
PY_VERSION=3.9
4336
PY_NAME=python${PY_VERSION}
4437
PY_DIR=/opt/python/${PY_BUILD_CODE}
4538
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
46-
${PY_DIR}/bin/python -m pip install --upgrade pip
47-
${PY_DIR}/bin/python -m pip install -r requirements.txt
48-
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
49-
${PY_DIR}/bin/python setup.py bdist_wheel --release --ci
50-
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${PY_PKG_DIR}/torch/lib:${PY_PKG_DIR}/tensorrt/:${CUDA_HOME}/lib64:${CUDA_HOME}/lib64/stubs ${PY_DIR}/bin/python -m auditwheel repair $(cat ${PROJECT_DIR}/py/ci/soname_excludes.params) --plat manylinux_2_17_x86_64 dist/torch_tensorrt-*-${PY_BUILD_CODE}-linux_x86_64.whl
39+
build_wheel ${PY_DIR}
40+
patch_wheel ${PY_PKG_DIR} ${PY_DIR} ${PY_BUILD_CODE}
5141
}
5242

5343
py310() {
54-
cd /workspace/project/py
44+
cd /workspace/project
5545
PY_BUILD_CODE=cp310-cp310
5646
PY_VERSION=3.10
5747
PY_NAME=python${PY_VERSION}
5848
PY_DIR=/opt/python/${PY_BUILD_CODE}
5949
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
60-
${PY_DIR}/bin/python -m pip install --upgrade pip
61-
${PY_DIR}/bin/python -m pip install -r requirements.txt
62-
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
63-
${PY_DIR}/bin/python setup.py bdist_wheel --release --ci
64-
LD_LIBRARY_PATH=$LD_LIBRARY_PATH:${PY_PKG_DIR}/torch/lib:${PY_PKG_DIR}/tensorrt/:${CUDA_HOME}/lib64:${CUDA_HOME}/lib64/stubs ${PY_DIR}/bin/python -m auditwheel repair $(cat ${PROJECT_DIR}/py/ci/soname_excludes.params) --plat manylinux_2_17_x86_64 dist/torch_tensorrt-*-${PY_BUILD_CODE}-linux_x86_64.whl
50+
build_wheel ${PY_DIR}
51+
patch_wheel ${PY_PKG_DIR} ${PY_DIR} ${PY_BUILD_CODE}
6552
}
6653

67-
#build_py311() {
68-
# /opt/python/cp311-cp311/bin/python -m pip install -r requirements.txt
69-
# /opt/python/cp311-cp311/bin/python setup.py bdist_wheel --release --ci
70-
# #auditwheel repair --plat manylinux2014_x86_64
71-
#}
54+
py311() {
55+
cd /workspace/project
56+
PY_BUILD_CODE=cp311-cp311
57+
PY_VERSION=3.11
58+
PY_NAME=python${PY_VERSION}
59+
PY_DIR=/opt/python/${PY_BUILD_CODE}
60+
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
61+
build_wheel ${PY_DIR}
62+
patch_wheel ${PY_PKG_DIR} ${PY_DIR} ${PY_BUILD_CODE}
63+
}
64+
65+
py312() {
66+
cd /workspace/project
67+
PY_BUILD_CODE=cp312-cp312
68+
PY_VERSION=3.12
69+
PY_NAME=python${PY_VERSION}
70+
PY_DIR=/opt/python/${PY_BUILD_CODE}
71+
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
72+
build_wheel ${PY_DIR}
73+
patch_wheel ${PY_PKG_DIR} ${PY_DIR} ${PY_BUILD_CODE}
74+
}
7275

7376
libtorchtrt() {
74-
cd /workspace/project/py
77+
cd /workspace/project
7578
mkdir -p /workspace/project/py/wheelhouse
7679
PY_BUILD_CODE=cp310-cp310
7780
PY_VERSION=3.10
7881
PY_NAME=python${PY_VERSION}
7982
PY_DIR=/opt/python/${PY_BUILD_CODE}
8083
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
8184
${PY_DIR}/bin/python -m pip install --upgrade pip
82-
${PY_DIR}/bin/python -m pip install -r requirements.txt
85+
${PY_DIR}/bin/python -m pip install -r py/requirements.txt
8386
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
8487
bazel build //:libtorchtrt --platforms //toolchains:ci_rhel_x86_64_linux -c opt --noshow_progress
85-
CUDA_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __cuda_version__;print(__cuda_version__)")
86-
TORCHTRT_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __version__;print(__version__)")
87-
TRT_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __tensorrt_version__;print(__tensorrt_version__)")
88-
CUDNN_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __cudnn_version__;print(__cudnn_version__)")
88+
CUDA_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.cuda_version()")
89+
TORCHTRT_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.torch_tensorrt_version()")
90+
TRT_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.tensorrt_version()")
91+
CUDNN_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.cudnn_version()")
8992
TORCH_VERSION=$(${PY_DIR}/bin/python -c "from torch import __version__;print(__version__.split('+')[0])")
9093
cp ${PROJECT_DIR}/bazel-bin/libtorchtrt.tar.gz ${PROJECT_DIR}/py/wheelhouse/libtorchtrt-${TORCHTRT_VERSION}-cudnn${CUDNN_VERSION}-tensorrt${TRT_VERSION}-cuda${CUDA_VERSION}-libtorch${TORCH_VERSION}-x86_64-linux.tar.gz
9194
}
@@ -99,13 +102,13 @@ libtorchtrt_pre_cxx11_abi() {
99102
PY_DIR=/opt/python/${PY_BUILD_CODE}
100103
PY_PKG_DIR=${PY_DIR}/lib/${PY_NAME}/site-packages/
101104
${PY_DIR}/bin/python -m pip install --upgrade pip
102-
${PY_DIR}/bin/python -m pip install -r requirements.txt
105+
${PY_DIR}/bin/python -m pip install -r ${PROJECT_DIR}/py/requirements.txt
103106
${PY_DIR}/bin/python -m pip install setuptools wheel auditwheel
104107
bazel build //:libtorchtrt --config pre_cxx11_abi --platforms //toolchains:ci_rhel_x86_64_linux -c opt --noshow_progress
105-
CUDA_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __cuda_version__;print(__cuda_version__)")
106-
TORCHTRT_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __version__;print(__version__)")
107-
TRT_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __tensorrt_version__;print(__tensorrt_version__)")
108-
CUDNN_VERSION=$(cd ${PROJECT_DIR}/py && ${PY_DIR}/bin/python3 -c "from versions import __cudnn_version__;print(__cudnn_version__)")
108+
CUDA_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.cuda_version()")
109+
TORCHTRT_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.torch_tensorrt_version()")
110+
TRT_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.tensorrt_version()")
111+
CUDNN_VERSION=$(cd ${PROJECT_DIR} && ${PY_DIR}/bin/python3 -c "import versions; versions.cudnn_version()")
109112
TORCH_VERSION=$(${PY_DIR}/bin/python -c "from torch import __version__;print(__version__.split('+')[0])")
110113
cp ${PROJECT_DIR}/bazel-bin/libtorchtrt.tar.gz ${PROJECT_DIR}/py/wheelhouse/libtorchtrt-${TORCHTRT_VERSION}-pre-cxx11-abi-cudnn${CUDNN_VERSION}-tensorrt${TRT_VERSION}-cuda${CUDA_VERSION}-libtorch${TORCH_VERSION}-x86_64-linux.tar.gz
111114
}

‎py/ci/soname_excludes.params

+6
Original file line numberDiff line numberDiff line change
@@ -31,3 +31,9 @@
3131
--exclude libcublasLt.so.11
3232
--exclude libnvinfer.so.8
3333
--exclude libcudnn.so.8
34+
--exclude libcublas.so.12
35+
--exclude libcublasLt.so.12
36+
--exclude libcublas.so.12.1.3.1
37+
--exclude libcublasLt.so.12.1.3.1
38+
--exclude libcudart.so.11.8.89
39+
--exclude libcudart.so.11

‎py/requirements.txt

+1
Original file line numberDiff line numberDiff line change
@@ -6,3 +6,4 @@ torch==2.1.0.dev20230703+cu121
66
torchvision==0.16.0.dev20230703+cu121
77
--extra-index-url https://pypi.ngc.nvidia.com
88
tensorrt==8.6.1
9+
pyyaml

‎py/versions.py

-4
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