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[TVMScript] Infer T.reads() for DeclBuffer nodes #16663
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tqchen
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[TVMScript] Infer T.reads() for DeclBuffer nodes #16663
tqchen
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Lunderberg:tvmscript_infer_decl_buffer_access_region
Mar 4, 2024
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Prior to this commit, the automatic `T.reads()` and `T.writes()` annotations were only generated for buffers appearing as function arguments, as `T.alloc_buffer` in a `T.block`, or as `T.match_buffer` in a `T.block`. However, inferred `T.reads()` for a buffer defined by the `"tir.BindParams"` pass would be erroneously missing. These annotations may be required for correct scheduling (see discussion in [PR#16660](apache#16660)). This commit updates the TVMScript parsing to infer `T.reads()` and `T.writes()` annotations for buffers defined with `DeclBuffer` nodes.
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Prior to this commit, the automatic `T.reads()` and `T.writes()` annotations were only generated for buffers appearing as function arguments, as `T.alloc_buffer` in a `T.block`, or as `T.match_buffer` in a `T.block`. However, inferred `T.reads()` for a buffer defined by the `"tir.BindParams"` pass would be erroneously missing. These annotations may be required for correct scheduling (see discussion in [PR#16660](apache#16660)). This commit updates the TVMScript parsing to infer `T.reads()` and `T.writes()` annotations for buffers defined with `DeclBuffer` nodes.
thaisacs
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Prior to this commit, the automatic `T.reads()` and `T.writes()` annotations were only generated for buffers appearing as function arguments, as `T.alloc_buffer` in a `T.block`, or as `T.match_buffer` in a `T.block`. However, inferred `T.reads()` for a buffer defined by the `"tir.BindParams"` pass would be erroneously missing. These annotations may be required for correct scheduling (see discussion in [PR#16660](apache#16660)). This commit updates the TVMScript parsing to infer `T.reads()` and `T.writes()` annotations for buffers defined with `DeclBuffer` nodes.
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Prior to this commit, the automatic
T.reads()
andT.writes()
annotations were only generated for buffers appearing as function arguments, asT.alloc_buffer
in aT.block
, or asT.match_buffer
in aT.block
. However, inferredT.reads()
for a buffer defined by the"tir.BindParams"
pass would be erroneously missing. These annotations may be required for correct scheduling (see discussion in PR#16660).This commit updates the TVMScript parsing to infer
T.reads()
andT.writes()
annotations for buffers defined withDeclBuffer
nodes.