vinx13 commented on code in PR #16895:
URL: https://github.com/apache/tvm/pull/16895#discussion_r1569209004
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python/tvm/relax/backend/contrib/cublas.py:
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@@ -68,11 +69,30 @@ def _check_matmul(context: PatternCheckContext) -> bool:
# Rows number must be multiples of 4 for IGEMM
return False
elif lhs_dtype == "e4m3_float8" and rhs_dtype == "e4m3_float8":
- # Matrix dimensions must be multiples of 16. This requirement is
missing from the cuBLAS
- # docs, but it was observed during testing.
- if not isinstance(rhs_shape[-1], (tvm.tir.expr.IntImm, int)) or
rhs_shape[-1] % 16 != 0:
+ matmul_rhs_var = matmul_call.args[1]
+ rhs_transposed = False
+ if matmul_rhs_var in context.matched_bindings:
+ matmul_rhs_call = context.matched_bindings[matmul_rhs_var]
+ assert (
+ isinstance(matmul_rhs_call, tvm.relax.Call)
+ and matmul_rhs_call.op.name == "relax.permute_dims"
+ )
Review Comment:
`if matmul_rhs_var in context.matched_bindings:` this condition implies rhs
is transposed (it's the only pattern that rhs is another binding being
matched), so I added an assertion here, it won't crash if we have
non-transposed rhs
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