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Posted to commits@tvm.apache.org by "Lunderberg (via GitHub)" <gi...@apache.org> on 2024/06/12 19:32:25 UTC
[PR] [Relax] Ignore dynamic parameters in RewriteDataflowReshape [tvm]
Lunderberg opened a new pull request, #17086:
URL: https://github.com/apache/tvm/pull/17086
The Relax transform `RewriteDataflowReshape` identifies TIR functions that are equivalent to `relax.op.reshape`, and replaces them with calls to `relax.op.reshape`. This is used as a precursor for simplifications that rely on the high-level knowledge that an operator is a reshape, but also require the low-level knowledge of the adjacent TIR PrimFuncs.
Prior to this commit, the `RewriteDataflowReshape` pass would only recognize static shapes, or dynamic shapes that could be inferred from the shapes of tensor arguments. This commit updates `RewriteDataflowReshape` to recognize cases where an extra symbolic variable has been provided.
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Re: [PR] [Relax] Ignore dynamic parameters in RewriteDataflowReshape [tvm]
Posted by "MasterJH5574 (via GitHub)" <gi...@apache.org>.
MasterJH5574 merged PR #17086:
URL: https://github.com/apache/tvm/pull/17086
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Re: [PR] [Relax] Ignore dynamic parameters in RewriteDataflowReshape [tvm]
Posted by "masahi (via GitHub)" <gi...@apache.org>.
masahi commented on PR #17086:
URL: https://github.com/apache/tvm/pull/17086#issuecomment-2163770121
cc @MasterJH5574
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