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Posted to dev@tvm.apache.org by Thierry via TVM Discuss <no...@discuss.tvm.ai> on 2019/07/25 05:48:25 UTC

[TVM Discuss] [RFC] About the tensorization interface


what do you mean exaclty by "imperfect loop tiling"?

On the first issue, tensorization lets us essentially inline high-performance code that implements a matrix-matrix or matrix-vector multiplication inner-loop body. This is very useful when targeting special hardware intrinsics, like performing AVX512 based GEMV, or invoking an accelerator's tensor core ISA, or performing neat tricks like bit-serial operations with vectorized popcount on ARM CPUs.





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