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A comment on Introducing Amazon EC2 P3 Instances. Parent comment
https://github.com/tensorflow/tensorflow/releases/tag/v1.4.0...
All our prebuilt binaries have been built with CUDA 8 and cuDNN 6. We anticipate releasing TensorFlow 1.5 with CUDA 9 and cuDNN 7.
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https://github.com/tensorflow/tensorflow/releases/tag/v1.4.0...