[MSC][M5.1] Build wrapper to support compression #16668
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Archermmt
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Hzfengsy
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Lunderberg
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* add wrapper * minor fix
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* add wrapper * minor fix
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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 5 for MSC: Add MSCWrapper as compression toolchain.
To limit each PR in reviewable size, the Milestone 5 will be split into some steps:
[M5.1] Build wrapper to support compression.
[M5.2] Enable quantize && prune with gym by wrapper.
[M5.3] Support torch.dynamo for dynamic models.
Wrapper simplify the usage of MSC. An example is added in gallery to show how to use MSC in QAT/Prune/Distillation processes and deploy model with tvm.