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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2019/10/10 22:42:05 UTC

[GitHub] [incubator-mxnet] marcoabreu commented on issue #16431: [RFC] MXNet Multithreaded Inference Interface

marcoabreu commented on issue #16431: [RFC] MXNet Multithreaded Inference Interface
URL: https://github.com/apache/incubator-mxnet/issues/16431#issuecomment-540828556
 
 
   Great proposal!
   
   Few questions from my end:
   
   1. Will the new C-API functions be threadsafe in general? Speak, I can invoke them at any point in time from any thread without the need of a lock, sticky-thread or a thread hierarchy? (I'm thinking of the thread-safety being done on the backend level)
   2. Will this also support the GPU use-case? Speak, the parameters are only copied into GPU memory once in the same fashion as you're describing for the CPU?
   3. Do you think there's a path forward to make all inference-related C-APIs threadsafe instead of splitting off another execution branch?

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