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feat(machine-learning): support cuda 12 (#7569)

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* feat: support cuda12

* fix: group optional

* move to cuda 12

* pr feedback
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martin 2024-03-03 05:36:16 +01:00 committed by GitHub
parent fd3503e77d
commit 8ce18b3403
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3 changed files with 25 additions and 16 deletions
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2
machine-learning/Dockerfile
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@ -39,7 +39,7 @@ FROM python:3.11-slim-bookworm@sha256:ce81dc539f0aedc9114cae640f8352fad83d37461c
FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 as prod-openvino FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 as prod-openvino
USER root USER root
FROM nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04@sha256:85fb7ac694079fff1061a0140fd5b5a641997880e12112d92589c3bbb1e8b7ca as prod-cuda FROM nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04@sha256:8b51b1fe922964d73c482a267b5b519e990d90bf744ec7a40419923737caff6d as prod-cuda
COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3 COPY --from=builder-cuda /usr/local/bin/python3 /usr/local/bin/python3
COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11 COPY --from=builder-cuda /usr/local/lib/python3.11 /usr/local/lib/python3.11

32
machine-learning/poetry.lock generated
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@ -1,4 +1,4 @@
# This file is automatically @generated by Poetry 1.6.1 and should not be changed by hand. # This file is automatically @generated by Poetry 1.8.1 and should not be changed by hand.
[[package]] [[package]]
name = "aiocache" name = "aiocache"
@ -2030,21 +2030,21 @@ sympy = "*"
[[package]] [[package]]
name = "onnxruntime-gpu" name = "onnxruntime-gpu"
version = "1.17.0" version = "1.17.1"
description = "ONNX Runtime is a runtime accelerator for Machine Learning models" description = "ONNX Runtime is a runtime accelerator for Machine Learning models"
optional = false optional = false
python-versions = "*" python-versions = "*"
files = [ files = [
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{file = "onnxruntime_gpu-1.17.0-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:1d0e3805cd1c024aba7f4ae576fd08545fc27530a2aaad2b3c8ac0ee889fbd05"}, {file = "onnxruntime_gpu-1.17.1-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:27aeaa36385e459b3867577ed7f68c1756de79aa68f57141d4ae2a31c84f6a33"},
{file = "onnxruntime_gpu-1.17.0-cp39-cp39-win_amd64.whl", hash = "sha256:fc1da5b93363ee600b5b220b04eeec51ad2c2b3e96f0b7615b16b8a173c88001"}, {file = "onnxruntime_gpu-1.17.1-cp39-cp39-win_amd64.whl", hash = "sha256:8b46094ea348aff6c6494402ac4260e2d2aba0522ae13e1ae29d98a29384ed70"},
] ]
[package.dependencies] [package.dependencies]
@ -2055,6 +2055,11 @@ packaging = "*"
protobuf = "*" protobuf = "*"
sympy = "*" sympy = "*"
[package.source]
type = "legacy"
url = "https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple"
reference = "cuda12"
[[package]] [[package]]
name = "onnxruntime-openvino" name = "onnxruntime-openvino"
version = "1.15.0" version = "1.15.0"
@ -2628,7 +2633,6 @@ files = [
{file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"}, {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
{file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_10_9_x86_64.whl", hash = "sha256:855fb52b0dc35af121542a76b9a84f8d1cd886ea97c84703eaa6d88e37a2ad28"},
{file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"}, {file = "PyYAML-6.0.1-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:40df9b996c2b73138957fe23a16a4f0ba614f4c0efce1e9406a184b6d07fa3a9"},
{file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a08c6f0fe150303c1c6b71ebcd7213c2858041a7e01975da3a99aed1e7a378ef"},
{file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"}, {file = "PyYAML-6.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6c22bec3fbe2524cde73d7ada88f6566758a8f7227bfbf93a408a9d86bcc12a0"},
{file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"}, {file = "PyYAML-6.0.1-cp312-cp312-musllinux_1_1_x86_64.whl", hash = "sha256:8d4e9c88387b0f5c7d5f281e55304de64cf7f9c0021a3525bd3b1c542da3b0e4"},
{file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"}, {file = "PyYAML-6.0.1-cp312-cp312-win32.whl", hash = "sha256:d483d2cdf104e7c9fa60c544d92981f12ad66a457afae824d146093b8c294c54"},
@ -3619,4 +3623,4 @@ testing = ["coverage (>=5.0.3)", "zope.event", "zope.testing"]
[metadata] [metadata]
lock-version = "2.0" lock-version = "2.0"
python-versions = ">=3.10,<3.12" python-versions = ">=3.10,<3.12"
content-hash = "c982d5c5fee76ca102d823010a538f287ac98583f330ebee3c0775c5f42f117d" content-hash = "c947090d326e81179054b7ce4dded311df8b7ca5a56680d5e9459cf8ca18df1a"

7
machine-learning/pyproject.toml
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@ -45,7 +45,7 @@ onnxruntime = "^1.15.0"
optional = true optional = true
[tool.poetry.group.cuda.dependencies] [tool.poetry.group.cuda.dependencies]
onnxruntime-gpu = "^1.15.0" onnxruntime-gpu = {version = "^1.17.0", source = "cuda12"}
[tool.poetry.group.openvino] [tool.poetry.group.openvino]
optional = true optional = true
@ -59,6 +59,11 @@ optional = true
[tool.poetry.group.armnn.dependencies] [tool.poetry.group.armnn.dependencies]
onnxruntime = "^1.15.0" onnxruntime = "^1.15.0"
[[tool.poetry.source]]
name = "cuda12"
url = "https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/"
priority = "explicit"
[build-system] [build-system]
requires = ["poetry-core"] requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api" build-backend = "poetry.core.masonry.api"