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From Mei Ye via TVM Discuss <>
Subject [TVM Discuss] [Development] Google lasted work: MLIR Primer
Date Sun, 07 Apr 2019 17:05:10 GMT

In my vision, there could be a vendor-neutral library that implements higher level MLIR dialect
operators in lower (algebraic) level.   There could be a graph optimizer, a tensor optimizer
and a traditional compiler optimizer.   Graph optimizer does higher level graph optimizations
like fusion as well as serves as a driver.  It partitions graph, inlines operators from the
vendor-neutral library and directs selected partitions to the tensor optimizer.   It also
invokes traditional compilers for traditional global optimizations.   It should also accommodate
vendor-specific libraries by keeping them as intrinsics to be lowered into function/kernel
calls.   Tensor compiler will not see the dialects.

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Tianqi Chen, UW, Seattle, WA, 98105, United States
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