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Posted to commits@tvm.apache.org by "mshr-h (via GitHub)" <gi...@apache.org> on 2024/09/08 11:09:37 UTC
[I] [Relax][PyTorch] `torch.export.ExportedProgram` support [tvm]
mshr-h opened a new issue, #17346:
URL: https://github.com/apache/tvm/issues/17346
This is a tracking issue for supporting PyTorch's `torch.export.ExportedProgram` importer in the Relax PyTorch frontend.
refs:
- #16531
- [torch.export IR Specification](https://pytorch.org/docs/stable/export.ir_spec.html)
- [torch.export Nightly Tutorial](https://pytorch.org/tutorials/intermediate/torch_export_nightly_tutorial.html)
- [Definition of the Core ATen Operator Set](https://pytorch.org/executorch/stable/ir-ops-set-definition.html)
- [IRs](https://pytorch.org/docs/stable/torch.compiler_ir.html)
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Re: [I] [Relax][PyTorch] Support `torch.export.ExportedProgram` in Relax PyTorch Frontend [tvm]
Posted by "mshr-h (via GitHub)" <gi...@apache.org>.
mshr-h commented on issue #17346:
URL: https://github.com/apache/tvm/issues/17346#issuecomment-2336645265
This is a comparison of the number of lines of source code.
Current `fx_graph_translator`.
```
$ tokei fx_translator.py
===============================================================================
Language Files Lines Code Comments Blanks
===============================================================================
Python 1 1947 1691 48 208
===============================================================================
Total 1 1947 1691 48 208
===============================================================================
```
New `fx_graph_translator` and`exportedprogram_translator`
```
$ tokei base_fx_graph_translator.py exportedprogram_translator.py fx_translator.py
===============================================================================
Language Files Lines Code Comments Blanks
===============================================================================
Python 3 2342 1975 113 254
===============================================================================
Total 3 2342 1975 113 254
===============================================================================
```
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Re: [I] [Relax][PyTorch] Support `torch.export.ExportedProgram` in Relax PyTorch Frontend [tvm]
Posted by "tqchen (via GitHub)" <gi...@apache.org>.
tqchen commented on issue #17346:
URL: https://github.com/apache/tvm/issues/17346#issuecomment-2350992486
we can decouple TVMC support here, since the new relax flow focuses on more modular python based flow. So we can conclude as long as the importer part finishes
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