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tensorflow/docs_src/install/install_windows.md
@@ -38,9 +38,10 @@ installed on your system:
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[NVIDIA documentation](https://developer.nvidia.com/cuda-gpus) for a
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list of supported GPU cards.
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-If you have an earlier version of the preceding packages, please
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-upgrade to the specified versions.
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-
+If you have a different version of one of the preceding packages, please
+change to the specified versions. In particular, the cuDNN version
+must match exactly: TensorFlow will not load if it cannot find `cuDNN64_5.dll`.
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+To use a different version of cuDNN, you must build from source.
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## Determine how to install TensorFlow
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