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Stronger chain detection in LoopCarry pass #8016

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Jan 9, 2024
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@vksnk vksnk commented Jan 2, 2024

can_prove is stronger than graph_equal, because it doesn't require index expressions to be exactly the same, but evalutate to the same value. I kept the graph_equal check, because it's faster and should be executed before the more expensive check.

In one of the internal workloads, I see that with this change, what was previously split into three different chains of 4-, 2-, 3- values, is correctly combined into one long chain of lenght 9-.

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vksnk commented Jan 3, 2024

Also, fixed a bug when indices with different types are compared.

BTW, as far as I know, this pass is only used in Hexagon and Xtensa backends.

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vksnk commented Jan 4, 2024

All tests are green now.

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abadams commented Jan 4, 2024

See the comment up at line 250. It's not safe to use can_prove on a boolean Expr after doing substitute_in_all_lets. To make it safe to call, you have to call common_subexpression_elimination on the Expr first.

Note that this gets called on every pair of indices, so it has quadratic complexity in the IR size. I worry that this will stall for very large unrolled stencils. It's worth writing a test of a very large case. If it does indeed stall, we might need a better algorithm. One could for example hash the expressions and look for hash collisions, where by "hash" I mean substitute in some arbitrary values for the variables and constant-fold, and then only do can_prove on exprs that have the same hash.

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vksnk commented Jan 4, 2024

See the comment up at line 250. It's not safe to use can_prove on a boolean Expr after doing substitute_in_all_lets. To make it safe to call, you have to call common_subexpression_elimination on the Expr first.

Note that this gets called on every pair of indices, so it has quadratic complexity in the IR size. I worry that this will stall for very large unrolled stencils. It's worth writing a test of a very large case. If it does indeed stall, we might need a better algorithm. One could for example hash the expressions and look for hash collisions, where by "hash" I mean substitute in some arbitrary values for the variables and constant-fold, and then only do can_prove on exprs that have the same hash.

Thanks a lot, this is very helpful!

I changed it to apply CSE first and only then run can_prove. Also, added a test which triggers loop_carry on the loop with large number of indices and the compilation time seems to be fine.

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vksnk commented Jan 8, 2024

I don't think test failures are related.

@vksnk vksnk merged commit 91b063d into main Jan 9, 2024
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ardier pushed a commit to ardier/Halide-mutation that referenced this pull request Mar 3, 2024
* Stronger chain detection in LoopCarry

* Make sure that types are the same

* Add a comment

* Run CSE before calling can_prove

* Test for loop carry

* clang-tidy

* Add missing override

* Update comments
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3 participants