WIP for scalar_mul_add #3454
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WIP for scalar_mul_add #3454
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pfultz2
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Sep 18, 2024
src/simplify_algebra.cpp
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| @@ -440,11 +440,44 @@ struct find_mul_add | |||
| auto x_ins = r.instructions["x"]; | |||
| assert(x_ins != b_ins); | |||
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| if(a_ins->get_shape().scalar()) | |||
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This should also check that it goes into convolution or gemm for the exception. It should also be done in the matcher.
aarushjain29
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Draft PR
In the current example from SD Clip, there are 2 key kernels add_kernel and mul_add_kernel. After the computation of these kernels are completed, their results are fed into an mlir kernel which I think is a convolution.
I am implementing a scalar_mul_add in simplify_algebra. This will specifically handle where the multiplication operation is scalar and followed by a convolution. If these cases are met then directly perform a * (x+b) without expanding or rewriting it.
There needs to be an exception in mul_add. If the multiplication is scalar then it should not match and hence rewrite will not be done.