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

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merged 4 commits into from
Mar 3, 2024
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feat(machine-learning): support cuda 12 #7569

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fbc6d52
feat: support cuda12
martabal Mar 2, 2024
23be9b9
fix: group optional
martabal Mar 2, 2024
5666488
move to cuda 12
martabal Mar 2, 2024
1a8ddde
pr feedback
martabal Mar 2, 2024
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2 changes: 1 addition & 1 deletion machine-learning/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,7 @@ FROM python:3.11-slim-bookworm@sha256:ce81dc539f0aedc9114cae640f8352fad83d37461c
FROM openvino/ubuntu22_runtime:2023.1.0@sha256:002842a9005ba01543b7169ff6f14ecbec82287f09c4d1dd37717f0a8e8754a7 as prod-openvino
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/lib/python3.11 /usr/local/lib/python3.11
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32 changes: 18 additions & 14 deletions machine-learning/poetry.lock
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7 changes: 6 additions & 1 deletion machine-learning/pyproject.toml
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Expand Up @@ -45,7 +45,7 @@ onnxruntime = "^1.15.0"
optional = true

[tool.poetry.group.cuda.dependencies]
onnxruntime-gpu = "^1.15.0"
onnxruntime-gpu = {version = "^1.17.0", source = "cuda12"}

[tool.poetry.group.openvino]
optional = true
Expand All @@ -59,6 +59,11 @@ optional = true
[tool.poetry.group.armnn.dependencies]
onnxruntime = "^1.15.0"

[[tool.poetry.source]]
name = "cuda12"
url = "https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/onnxruntime-cuda-12/pypi/simple/"
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priority = "explicit"

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"
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