[Unity][MSC][M4.1] Add plugin && plugin_builder, enable build and test in different frameworks #16397
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Hzfengsy
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…t in different frameworks (apache#16397) * add plugin building * minor fix
tqchen
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Jan 24, 2024
…nd test in different frameworks (#16397) (#16460) [Unity][MSC][M4.1] Add plugin && plugin_builder, enable build and test in different frameworks (#16397) * add plugin building * minor fix Co-authored-by: Archermmt <[email protected]>
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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 Milestone 4 for MSC: Add plugin builder, enable plugin wrap in different frameworks.
To limit each PR in reviewable size, the Milestone 4 will be split into some steps:
[M4.1] Add plugin && plugin_builder, enable build and test in different frameworks.
[M4.2] Enable plugin with manager, test plugins in compile pipeline.
[M4.3] Enable auto generate plugin kernel with script.
Plugin Builder build the plugins from kernel source or kernel libs. Plugin will be build according to framework register style and able to be called by python api.
The plugin builder in MSC enable dispatching cu/cpu kernels in different frameworks, so that we can use tvm together with HPC team, 3rd party kernel libs, and so on.
cc @Hzfengsy