sxjscience commented on issue #10016: MxNet hangs up during bind.
URL: 
https://github.com/apache/incubator-mxnet/issues/10016#issuecomment-371244313
 
 
   Hi @kandoiNikhil , what kind of GPU are you using? Sometimes it's due to the 
JIT compilation. You can cache the result of the JIT compilation following the 
guide in 
https://devblogs.nvidia.com/cuda-pro-tip-understand-fat-binaries-jit-caching/. 
For example, you may set `CUDA_CACHE_MAXSIZE` to a large value and set 
`CUDA_CACHE_PATH` to a position that contains enough storage.

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