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 I'm getting this error in my terminal:

I tensorflow/core/common_runtime/bfc_allocator.cc:702] Stats: 

Limit:                 11332668621

InUse:                 11332668416

MaxInUse:              11332668416

NumAllocs:                      13

MaxAllocSize:          11332445440

here p2.xlarge instance would have 61 GiB memory, so where I'm wrong?

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The memory is 61GB is for p2.xlarge instance and CPU memory is 12 GB and I guess you have used your CPU memory.

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