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chore(deps): update nvcr.io/nvidia/cuda docker tag to v13 #14699

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chore(deps): update nvcr.io/nvidia/cuda docker tag to v13 #14699

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2 changes: 1 addition & 1 deletion dataflow/gpu-examples/tensorflow-landsat-prime/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
# NVIDIA CUDA container: https://catalog.ngc.nvidia.com/orgs/nvidia/containers/cuda
# Supported NVIDIA images: https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/supported-tags.md
# TensorFlow/CUDA compatibility: https://www.tensorflow.org/install/source#gpu
FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:13.4.3-cudnn-runtime-ubuntu22.04

@gemini-code-assist gemini-code-assist Bot Oct 27, 2026

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critical

Upgrading the base image to CUDA 13.4.3 is incompatible with TensorFlow 2.21.0 (specified in requirements.txt). TensorFlow 2.21.0 is built against CUDA 12.x and will fail to find the expected CUDA 12 shared libraries (such as libcudart.so.12) at runtime, breaking GPU acceleration. Please revert this change to keep a compatible CUDA 12.x base image.

FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04


WORKDIR /pipeline

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2 changes: 1 addition & 1 deletion dataflow/gpu-examples/tensorflow-landsat/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
# NVIDIA CUDA container: https://catalog.ngc.nvidia.com/orgs/nvidia/containers/cuda
# Supported NVIDIA images: https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/supported-tags.md
# TensorFlow/CUDA compatibility: https://www.tensorflow.org/install/source#gpu
FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:13.4.3-cudnn-runtime-ubuntu22.04

@gemini-code-assist gemini-code-assist Bot Oct 27, 2026

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critical

Upgrading the base image to CUDA 13.4.3 is incompatible with TensorFlow 2.21.0 (specified in requirements.txt). TensorFlow 2.21.0 is built against CUDA 12.x and will fail to find the expected CUDA 12 shared libraries (such as libcudart.so.12) at runtime, breaking GPU acceleration. Please revert this change to keep a compatible CUDA 12.x base image.

FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04


WORKDIR /pipeline

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2 changes: 1 addition & 1 deletion dataflow/gpu-examples/tensorflow-minimal/Dockerfile
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Original file line number Diff line number Diff line change
Expand Up @@ -15,7 +15,7 @@
# NVIDIA CUDA container: https://catalog.ngc.nvidia.com/orgs/nvidia/containers/cuda
# Supported NVIDIA images: https://gitlab.com/nvidia/container-images/cuda/blob/master/doc/supported-tags.md
# TensorFlow/CUDA compatibility: https://www.tensorflow.org/install/source#gpu
FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:13.4.3-cudnn-runtime-ubuntu22.04

@gemini-code-assist gemini-code-assist Bot Oct 27, 2026

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critical

Upgrading the base image to CUDA 13.4.3 is incompatible with TensorFlow 2.21.0 (specified in requirements.txt). TensorFlow 2.21.0 is built against CUDA 12.x and will fail to find the expected CUDA 12 shared libraries (such as libcudart.so.12) at runtime, breaking GPU acceleration. Please revert this change to keep a compatible CUDA 12.x base image.

FROM nvcr.io/nvidia/cuda:12.5.1-cudnn-runtime-ubuntu22.04


WORKDIR /pipeline

Expand Down
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