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Title: bpo-41513: Make steps after the loop consistent with the loop body by rhettinger · Pull Request #22315 · python/cpython · GitHub

Open Graph Title: bpo-41513: Make steps after the loop consistent with the loop body by rhettinger · Pull Request #22315 · python/cpython

X Title: bpo-41513: Make steps after the loop consistent with the loop body by rhettinger · Pull Request #22315 · python/cpython

Description: Make the post-loop code more consistent with the loop body. Improves internal accuracy by not prematurely combining the separate accumulators. Accuracy measurements. "hypot3" is current baseline. "hypot12" includes this PR. Column 1 is the number of dimensions. Column 2 is the weighted average number of bits of accuracy (higher is better). Column 3 is the algorithm. Column 4 has counts for number of bits of accuracy, (104, 111) means 111 cases where the accuracy was 104 bits: $ python3.9 best_frac.py n=2 108.69 hypot3 [(104, 111), (105, 1924), (106, 10415), ... n=2 108.93 hypot12 [(104, 43), (105, 926), (106, 7569), ... n=3 108.22 hypot3 [(103, 1), (104, 170), (105, 3060), (106, 13216), ... n=3 108.47 hypot12 [(104, 55), (105, 1355), (106, 9510), ... n=5 107.96 hypot3 [(103, 4), (104, 300), (105, 4188), (106, 15269), ... n=5 108.17 hypot12 [(104, 133), (105, 1772), (106, 12429), ... n=10 107.77 hypot3 [(103, 20), (104, 920), (105, 6295), (106, 17161), ... n=10 107.97 hypot12 [(103, 2), (104, 357), (105, 3351), (106, 15103), ... n=20 107.74 hypot3 [(103, 56), (104, 895), (105, 6319), (106, 17725), ... n=20 107.91 hypot12 [(103, 13), (104, 390), (105, 3898), (106, 15418), ... n=50 107.54 hypot3 [(103, 35), (104, 1068), (105, 8344), (106, 20028), ... n=50 107.70 hypot12 [(103, 8), (104, 484), (105, 5360), (106, 18953), ... n=100 107.17 hypot3 [(102, 1), (103, 138), (104, 2516), (105, 11646), (106, 24699), ... n=100 107.30 hypot12 [(102, 1), (103, 37), (104, 1513), (105, 9966), (106, 23976), ... n=1000 104.64 hypot3 [(100, 12), (101, 661), (102, 6047), (103, 19302), (104, 27590), (105, 21319), (106, 12119), ... n=1000 104.70 hypot12 [(100, 11), (101, 595), (102, 5524), (103, 18350), (104, 27514), (105, 21928), (106, 12718), ... https://bugs.python.org/issue41513

Open Graph Description: Make the post-loop code more consistent with the loop body. Improves internal accuracy by not prematurely combining the separate accumulators. Accuracy measurements. "hypot3" is current ...

X Description: Make the post-loop code more consistent with the loop body. Improves internal accuracy by not prematurely combining the separate accumulators. Accuracy measurements. "hypot3" is ...

Opengraph URL: https://github.com/python/cpython/pull/22315

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d38e1ac Make fractional value accumulation consistent inside and outside the … rhettinger Sep 18, 2020 https://github.com/python/cpython/pull/22315/commits/d38e1ac95060bd83a93007748dd988ae559f1bd8
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