ZhennanQin commented on issue #15576: Multi-threaded inference broken with MKLDNN URL: https://github.com/apache/incubator-mxnet/issues/15576#issuecomment-512699786 For MKLDNN, it doesn't support multi-threading before v1.0 because it shares internal scratch memory for all operators. So simultaneously running 2 mkldnn operators in same process can't guarantee to provide correct result. Currently we suggest to switch to multi-instance with shared memory for multi-threading purpose.
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