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[Unity][MSC][M0.3] MSCGraph Builder #15615

Merged
merged 4 commits into from
Aug 30, 2023
Merged

[Unity][MSC][M0.3] MSCGraph Builder #15615

merged 4 commits into from
Aug 30, 2023

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Archermmt
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@Archermmt Archermmt commented Aug 23, 2023

This is a pull request for MSC(Multi-System Compile)
RFC: https://discuss.tvm.apache.org/t/rfc-unity-msc-introduction-to-multi-system-compiler/15251/5
Tracking issue: #15233

This is the first part of Milestone 0: Build MSCGraph core parts. Enable translation between Relay, Relax and MSCGraph without loss information.

To limit each PR in reviewable size, the Milestone 0 will be split into 5 steps:
M0.1: Passes for set name and layout for expressions (src/contrib/msc/transform)
M0.2: MSCGraph core (src/contrib/msc/core/ir/graph && python/tvm/contrib/msc/core/ir/graph)
M0.3: MSCGraph Builder (src/contrib/msc/core/ir/graph_builder)
M0.4: Codegen (src/contrib/msc/core/codegen, src/contrib/msc/framework/tvm/codegen)
M0.5: Translation test (relax/relay test && related helper modules in python)

This PR add test for GraphBuilder and MSCGraph.

GraphBuilder translate relax/relay function to MSCGraph. Implement of GraphBuilder is similar to GraphCreator in: https://github.com/apache/tvm/blob/unity/src/relax/transform/fuse_ops.cc

The MSCGraph built form relax will be used as "IR" in all MSC process. This PR test MSCGraph by check the consistency. To keep the unittest clean and tiny, MSCGraph.inspect() is used as the readable "hash" of a MSCGraph. A inspect extract all the important infos in graph to dict, and can be used as the abstract of the graph.

cc @Hzfengsy

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tvm-bot commented Aug 23, 2023

Thanks for contributing to TVM! Please refer to the contributing guidelines https://tvm.apache.org/docs/contribute/ for useful information and tips. Please request code reviews from Reviewers by @-ing them in a comment.

Generated by tvm-bot

@github-actions github-actions bot requested a review from Hzfengsy August 24, 2023 22:49
@Hzfengsy Hzfengsy merged commit 14d9cf8 into apache:unity Aug 30, 2023
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3 participants