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MKL-DNN RNN backward path enhancement (apache#17183)
* Flush memory before RNN backward primitive * Add gluon rnn unit test for gradients check * Cache reorder * Re-write rnn supporting check * Update OpSignature.AddSign to avoid potential hash collision for rnn-packed memory Get the data type from mkldnn memory descriptor when setting grad handle
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