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Worksharing-For Optimizations #94
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computablee
added
bug
Something isn't working
performance
Something needs optimization
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Oct 17, 2023
Codecov ReportAttention:
Additional details and impacted files@@ Coverage Diff @@
## main #94 +/- ##
==========================================
- Coverage 99.54% 99.44% -0.10%
==========================================
Files 12 12
Lines 1092 1080 -12
Branches 101 103 +2
==========================================
- Hits 1087 1074 -13
- Partials 5 6 +1
☔ View full report in Codecov by Sentry. |
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Which issue are you addressing?
Closes #14 and #46. Makes progress towards #16. Fixes an erroneous
Ordered_works
test. Fixed an issue with chunk size inference onstatic
scheduling.How have you addressed the issue?
I have implemented a lock-free dynamic scheduler which drastically outperforms the prior scheduler when the chunk size is set to be very small. Additionally, I have applied AggressiveInlining attributes around the core scheduler code, making small improvements to performance here and there. These inlining attributes improve performance of all 3 primary schedulers, as well as some of the code for calculating collapse indices. A lock-free guided scheduler was not implemented after testing, because the amount of lock contentions was decided to be minuscule compared to dynamic, and a lock free scheduler was not likely to make much of a difference, if at all.
How have you tested your patch?
The HeatTransfer benchmark was used on my personal system with an i5-8400T CPU. Proper benchmarking protocols were used, and the results were analyzed constantly throughout optimization. For the non-optimization stuff, unit tests were altered and tested. All unit tests currently pass.