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Mixed-precision training cannot work well (got NaN when processing) with specific cuDNN versions.
According to our experiments, cuda=11.0.3, CUDNN_VERSION=8.0.5.39 has this issue and it was solved in a newer cuDNN version. (eg. cuda=11.6.0, CUDNN_VERSION=8.4.0.27).
Mixed-precision training cannot work well (got NaN when processing) with specific cuDNN versions.
According to our experiments,
cuda=11.0.3, CUDNN_VERSION=8.0.5.39
has this issue and it was solved in a newer cuDNN version. (eg.cuda=11.6.0, CUDNN_VERSION=8.4.0.27
).Please check this issue (sony/nnabla-examples#373) for more details.
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