https://github.com/halide/Halide
Revision 2e229f53a56457db81322aaa553089d04579c11d authored by Evan Lee on 04 August 2021, 04:54:30 UTC, committed by GitHub on 04 August 2021, 04:54:30 UTC
Conducted experiments to analyze the performance effects of adding 4000+ synthesized rewrite rules to Halide.
Narrowed down the rules to 11 rewrite rules whose associative & commutative variants are added in this PR.
With these rewrite rules, Halide achieves >10% peak memory reductions in 192 cases in apps including camera_pipe, harris, nl_means, and stencil_chain, which is similar to the results (with all 4000+ rules) from this paper - https://dl.acm.org/doi/pdf/10.1145/3428234
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History
Tip revision: 2e229f53a56457db81322aaa553089d04579c11d authored by Evan Lee on 04 August 2021, 04:54:30 UTC
Rewrite Rules Evaluation Project - Merging Relevant Synthesized Rewrite Rules (#6174)
Tip revision: 2e229f5
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CMakeLists.txt -rw-r--r-- 5.5 KB
CMakePresets.json -rw-r--r-- 5.2 KB
CODE_OF_CONDUCT.md -rw-r--r-- 3.5 KB
LICENSE.txt -rw-r--r-- 3.2 KB
Makefile -rw-r--r-- 101.3 KB
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README_rungen.md -rw-r--r-- 12.1 KB
README_webassembly.md -rw-r--r-- 8.6 KB
run-clang-format.sh -rwxr-xr-x 1.4 KB
run-clang-tidy.sh -rwxr-xr-x 3.2 KB

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