update guidelines for the number of threads#1291
Merged
wanghan-iapcm merged 2 commits intodeepmodeling:develfrom Nov 22, 2021
Merged
update guidelines for the number of threads#1291wanghan-iapcm merged 2 commits intodeepmodeling:develfrom
wanghan-iapcm merged 2 commits intodeepmodeling:develfrom
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Setting `OMP_NUM_THREADS` to 3 may be faster than 6. It needs to be confirmed.
Codecov Report
@@ Coverage Diff @@
## devel #1291 +/- ##
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- Coverage 75.97% 75.90% -0.08%
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Files 91 91
Lines 7406 7416 +10
==========================================
+ Hits 5627 5629 +2
- Misses 1779 1787 +8
Continue to review full report at Codecov.
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| if "OMP_NUM_THREADS" not in os.environ or \ | ||
| "TF_INTRA_OP_PARALLELISM_THREADS" not in os.environ or \ | ||
| "TF_INTER_OP_PARALLELISM_THREADS" not in os.environ: | ||
| logging.warning( | ||
| "To get the best performance, it is recommended to adjust " | ||
| "the number of threads by setting the environment variables " | ||
| "OMP_NUM_THREADS, TF_INTRA_OP_PARALLELISM_THREADS, and " | ||
| "TF_INTER_OP_PARALLELISM_THREADS.") |
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Is it a good suggestion when the user train with GPU?
I think a user only need to adjust them when he/she uses CPU.
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#1284 is confirmed to be caused by improper configuration of threads.
wanghan-iapcm
approved these changes
Nov 22, 2021
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close #1284.