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Note: cuDNN 9 is also common with CUDA 12.x Added faster compute capabilities : 9.0
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Optimized TensorFlow CUDA Support for CUDA 12.8 My Comments: This pull request updates TensorFlow's CUDA support to ensure compatibility and optimal performance with CUDA 12.8. Key changes include:
Ensured that the advanced CUDA features like Tensor Core usage, memory management, asynchronous operations, and CUDA Graphs are aligned with the latest CUDA best practices. These updates provide the following benefits:
I have tested these changes on an Ubuntu 22.04 system with an NVIDIA RTX 4090, CUDA 12.8, and cuDNN 8.9. Please let me know if you have any questions or require further information. Ready for review. Thank you! |
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#777 Note: cuDNN 9 is also common with CUDA 12.x
#1322 Added faster compute capabilities: 9.0