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Posted to commits@tvm.apache.org by "Lunderberg (via GitHub)" <gi...@apache.org> on 2024/08/30 18:10:19 UTC
[PR] [Relax] Easier use of Function.bind_params with relax.op.create.* [tvm]
Lunderberg opened a new pull request, #17323:
URL: https://github.com/apache/tvm/pull/17323
The `Function.bind_params` method requires all bound values to have `StructInfo` annotations. While these are generated on construction for `relax::Constant` and `relax::PrimValue`, the most common cases of bound values, other useful expression such as `relax.op.zeros(shape,dtype)` do not have `StructInfo` until they are normalized. In addition, because `Function.bind_params` may be used in contexts that do not have a `relax.BlockBuilder` available, performing this normalization is not straightforward.
This commit updates the constructors for Relax operations within the `tvm.relax.op.create` namespace to infer their `StructInfo` on construction, if it is possible to do so. This allows these operations to be used inside `Function.bind_params`.
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Re: [PR] [Relax] Easier use of Function.bind_params with relax.op.create.* [tvm]
Posted by "Lunderberg (via GitHub)" <gi...@apache.org>.
Lunderberg commented on PR #17323:
URL: https://github.com/apache/tvm/pull/17323#issuecomment-2352883690
Rebase onto main, since the CI failures were caused by https://github.com/apache/tvm/pull/17371.
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Re: [PR] [Relax] Easier use of Function.bind_params with relax.op.create.* [tvm]
Posted by "tqchen (via GitHub)" <gi...@apache.org>.
tqchen closed pull request #17323: [Relax] Easier use of Function.bind_params with relax.op.create.*
URL: https://github.com/apache/tvm/pull/17323
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