ykim362 opened a new pull request #7931: MKL-DNN integration: request for reviews URL: https://github.com/apache/incubator-mxnet/pull/7931 **This PR is a beta version for the code reviews. There are several known issues which are being debugged.** # MKL-DNN A new open-source deep learning library providing IA optimized DNN kernels. https://github.com/01org/mkl-dnn # Advantages ## More functionalities New functionalities will be mainly added to MKL-DNN rather than MKLML library. Below are two examples. 1. Fused RNN cell (To be added) 2. int8 inference (To be added) ## Performance optimization As of Sep. 18 2017. * all units are (img/sec) Alexnet Inference (BS:256): 1474 (MKLML) --> 1568 (MKL-DNN) inception-bn inference (BS:32): 454 (MKLML) --> 483 (MKL-DNN) on Skylake 20-core machine (6148) Resnet 50 inference (BS: 32): 99 (MKLML) --> 116 (MKL-DNN) # Known issues - Convergence (resnet training) ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org
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