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Update nvcr.io/nvidia/cuda Docker tag to v12 #14016

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Update nvcr.io/nvidia/cuda Docker tag to v12 #14016

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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:11.8.0-cudnn8-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04
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@gemini-code-assist gemini-code-assist bot Apr 8, 2026

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critical

This update to CUDA 12.2.2 is incompatible with the TensorFlow version (2.12.0) used in this example's requirements.txt. According to the official TensorFlow documentation, TensorFlow 2.12.0 requires CUDA 11.8. This mismatch will likely cause runtime errors and prevent GPU utilization.

To resolve this, please revert to a CUDA version compatible with TensorFlow 2.12.0.

Reference: TensorFlow build configurations

FROM nvcr.io/nvidia/cuda:11.8.0-cudnn8-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:11.8.0-cudnn8-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04
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@gemini-code-assist gemini-code-assist bot Apr 8, 2026

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critical

This update to CUDA 12.2.2 is incompatible with the TensorFlow version (2.12.0) used in this example's requirements.txt. According to the official TensorFlow documentation, TensorFlow 2.12.0 requires CUDA 11.8. This mismatch will likely cause runtime errors and prevent GPU utilization.

To resolve this, please revert to a CUDA version compatible with TensorFlow 2.12.0.

Reference: TensorFlow build configurations

FROM nvcr.io/nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04


WORKDIR /pipeline

Expand Down
2 changes: 1 addition & 1 deletion dataflow/gpu-examples/tensorflow-minimal/Dockerfile
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Open in desktop
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:11.8.0-cudnn8-runtime-ubuntu22.04
FROM nvcr.io/nvidia/cuda:12.2.2-cudnn8-runtime-ubuntu22.04
Copy link
Copy Markdown
Contributor

@gemini-code-assist gemini-code-assist bot Apr 8, 2026

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critical

This update to CUDA 12.2.2 is incompatible with the TensorFlow version (2.12.0) used in this example's requirements.txt. According to the official TensorFlow documentation, TensorFlow 2.12.0 requires CUDA 11.8. This mismatch will likely cause runtime errors and prevent GPU utilization.

To resolve this, please revert to a CUDA version compatible with TensorFlow 2.12.0.

Reference: TensorFlow build configurations

FROM nvcr.io/nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04


WORKDIR /pipeline

Expand Down