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Posted to dev@tvm.apache.org by Xiaocenxiaocen via TVM Discuss <no...@discuss.tvm.ai> on 2020/05/24 10:45:09 UTC

[TVM Discuss] [Development/RFC] [RFC][Tensor Core] Optimization of Winograd conv2d on Tensor Core


For winograd impl with large batch size, maybe you can refer to this paper https://dl.acm.org/doi/pdf/10.1145/3332466.3374520.   
They implement an assembler for Volta/Turing architecture and use CHWN layout for large batch winograd algorithm.





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[TVM Discuss] [Development/RFC] [RFC][Tensor Core] Optimization of Winograd conv2d on Tensor Core

Posted by Shawn Wu via TVM Discuss <no...@discuss.tvm.ai>.


Hi xiaocenxiaocen,

Thanks. I will follow up this paper.

Best wishes,
Shawn Wu





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