Relay transform for rolling a known pattern into batch_matmul#14210
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masahi merged 1 commit intoapache:mainfrom Mar 9, 2023
Merged
Relay transform for rolling a known pattern into batch_matmul#14210masahi merged 1 commit intoapache:mainfrom
masahi merged 1 commit intoapache:mainfrom
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masahi
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Mar 9, 2023
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Sorry the class name should be CamelCase. I'll merge this, but when you send a new PR in the future, please fix them.
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Thank you @masahi for your quick review and help. I will keep the above changes in mind, when I create a new PR.
masahi
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Mar 9, 2023
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This PR contains relay pattern matching to roll a pattern containing strided_slice, qnn.dense, qnn.requantize, reshape, transpose, expand_dims and concatenate operators into batch_matmul operator.
https://discuss.tvm.apache.org/t/optimizing-qat-distilbert-int8-model/14182 contains more details.
@masahi @quic-sanirudh @arangasa @jverma-quic @kparzysz-quic