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Posted to commits@tvm.apache.org by "Archermmt (via GitHub)" <gi...@apache.org> on 2024/09/09 10:34:20 UTC
[PR] [MSC][Refactor] Support dynamic shape [tvm]
Archermmt opened a new pull request, #17351:
URL: https://github.com/apache/tvm/pull/17351
Dynamic shapes are present by tir.Var in relax. This PR create MSCPrim to represent the PrimNode in tvm and codegen them in different frameworks.
Dynamic shapes are commonly used in LLM and transformer-based models. MSC records the PrimNode and the relations between PrimNodes as MSCPrims in DAG format, so that the dynamic dim can be described (e.x res_0.shape[0]*2) during codegen
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "Archermmt (via GitHub)" <gi...@apache.org>.
Archermmt commented on PR #17351:
URL: https://github.com/apache/tvm/pull/17351#issuecomment-2345782193
@tvm-bot rerun
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "Archermmt (via GitHub)" <gi...@apache.org>.
Archermmt commented on PR #17351:
URL: https://github.com/apache/tvm/pull/17351#issuecomment-2347333614
@tvm-bot rerun
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "Archermmt (via GitHub)" <gi...@apache.org>.
Archermmt commented on PR #17351:
URL: https://github.com/apache/tvm/pull/17351#issuecomment-2345777855
rerun @tvm-bot
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "tqchen (via GitHub)" <gi...@apache.org>.
tqchen merged PR #17351:
URL: https://github.com/apache/tvm/pull/17351
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "mshr-h (via GitHub)" <gi...@apache.org>.
mshr-h commented on PR #17351:
URL: https://github.com/apache/tvm/pull/17351#issuecomment-2350977649
@Archermmt
wasm ci was failing due to the usage of deprecated API. The issue was solved with https://github.com/apache/tvm/pull/17371
Need to rebase.
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Re: [PR] [MSC][Refactor] Support dynamic shape [tvm]
Posted by "Archermmt (via GitHub)" <gi...@apache.org>.
Archermmt commented on PR #17351:
URL: https://github.com/apache/tvm/pull/17351#issuecomment-2350378293
@tvm-bot rerun
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