[MSC][M5.2] Enable quantize && prune with gym by wrapper #16702
Merged
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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.
Gym for msc works like autotvm to tvm. Gym use environment to evaluate compression strategy and agent will search the best strategy.
This PR:
python use_tools.py --prune --gym
to test auto compression.cc @Hzfengsy