TaoLv commented on issue #10580: inference results unstable in mxnet_mkl-1.2.0b20180416 URL: https://github.com/apache/incubator-mxnet/issues/10580#issuecomment-382236136 On latest master, this issue for @dwSun 's script can be resolved by removing below line from mkldnn_convolution.cc https://github.com/apache/incubator-mxnet/blob/master/src/operator/nn/mkldnn/mkldnn_convolution.cc#L286 ``` weight.MKLDNNDataReorderAsync(fwd.fwd_pd.weights_primitive_desc()); ``` However this change only works for inference. We still need more comprehensive solution for it. I feel that we can't push async operation to execution engine from an operator body. It may cause dead lock or data race. @zheng-da @pengzhao-intel please take a look.
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