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Pulse snapshot for 10 February 2023

https://github.com/pytorch/pytorch

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Committers: summary • month-by-month • graphs: committers per month • commits per month • total committers

Issues: open • resolved • summary • month-by-month • age stats • time-to-close stats • graphs: opened/closed • increase/decrease

PRs: open • merged/closed • summary • month-by-month • age stats • time-to-close stats • graphs: opened/merged/closed • increase/decrease

🔗 Committer pulse

Committers Mo-
nthly
com-
mits 		Month range
Monthly Cu-
mula-
tive
New Uniq %New
41 185 22 2918 823 Jan 10 – Feb 10 2022 ending 12mo back
36 180 20 2954 697 Feb 10 – Mar 10 2022 ending 11mo back
58 211 27 3012 864 Mar 10 – Apr 10 2022 ending 10mo back
53 213 24 3065 887 Apr 10 – May 10 2022 ending 9mo back
62 230 26 3127 1193 May 10 – Jun 10 2022 ending 8mo back
52 226 23 3179 1004 Jun 10 – Jul 10 2022 ending 7mo back
61 255 23 3240 2267 Jul 10 – Aug 10 2022 ending 6mo back
53 225 23 3293 953 Aug 10 – Sep 10 2022 ending 5mo back
51 208 24 3344 949 Sep 10 – Oct 10 2022 ending 4mo back
62 219 28 3406 1162 Oct 10 – Nov 10 2022 ending 3mo back
48 215 22 3454 1076 Nov 10 – Dec 10 2022 ending 2mo back
24 174 13 3478 737 Dec 10 – Jan 10 2023 ending 1mo back
45 221 20 3523 1186 Jan 10 – Feb 10 2023 ending 11:23 UTC
Committerspermonth Produced by GNUPLOT 5.4 patchlevel 5 20 25 30 35 40 45 50 55 60 65 0 2 4 6 8 10 12 170 180 190 200 210 220 230 240 250 260 New committers Total committers Months before 10 February 2023 New committers Total committers New committers New committers Total committers Total committers 🔗 Committers per month – pytorch/pytorch

🔗 For the last 13 months:

Cumulative total committers grew by 605 (from 2918 to 3523) in 12 months.

Totalcommittersandnew Produced by GNUPLOT 5.4 patchlevel 5 12 14 16 18 20 22 24 26 28 0 2 4 6 8 10 12 2900 3000 3100 3200 3300 3400 3500 3600 New commiters percentage Cumulative total committers Months before 10 February 2023 New commiters percentage Cumulative total committers New commiters percentage New commiters percentage Cumulative total committers Cumulative total committers 🔗 Total committers and % new – pytorch/pytorch Commitspermonth Produced by GNUPLOT 5.4 patchlevel 5 600 800 1000 1200 1400 1600 1800 2000 2200 2400 0 2 4 6 8 10 12 Commits per month Months before 10 February 2023 Commitspermonth_plot_1 🔗 Commits per month – pytorch/pytorch

🔗 Issue and PR pulse

Issues PRs Month range
Clsd Opnd + - Mrgd Clsd Opnd + -
306 450 +144 58 996 1095 +41 Jan 10 – Feb 10 2022 ending 12mo back
333 453 +120 80 832 932 +20 Feb 10 – Mar 10 2022 ending 11mo back
258 461 +203 19 955 1067 +93 Mar 10 – Apr 10 2022 ending 10mo back
265 545 +280 1 1757 1084 -674 Apr 10 – May 10 2022 ending 9mo back
331 665 +334 44 2889 1462 -1471 May 10 – Jun 10 2022 ending 8mo back
278 519 +241 18 1851 1352 -517 Jun 10 – Jul 10 2022 ending 7mo back
332 639 +307 31 1602 1403 -230 Jul 10 – Aug 10 2022 ending 6mo back
277 560 +283 13 1119 1091 -41 Aug 10 – Sep 10 2022 ending 5mo back
326 611 +285 14 1180 1270 +76 Sep 10 – Oct 10 2022 ending 4mo back
472 718 +246 65 1484 1568 +19 Oct 10 – Nov 10 2022 ending 3mo back
300 510 +210 34 1188 1323 +101 Nov 10 – Dec 10 2022 ending 2mo back
428 460 +32 7 1105 907 -205 Dec 10 – Jan 10 2023 ending 1mo back
647 770 +123 17 1476 1452 -41 Jan 10 – Feb 10 2023 ending 11:23 UTC
IncreasedecreaseinopenissuesPRs Produced by GNUPLOT 5.4 patchlevel 5 0 50 100 150 200 250 300 350 0 2 4 6 8 10 12 -1600 -1400 -1200 -1000 -800 -600 -400 -200 0 200 Increase/decrease in open issues Increase/decrease in open PRs Months before 10 February 2023 Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open issues Increase/decrease in open issues Increase/decrease in open PRs Increase/decrease in open PRs 🔗 Increase/decrease in open issues/PRs – pytorch/pytorch

🔗 For the last 13 months:

Issuesclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 250 300 350 400 450 500 550 600 650 0 2 4 6 8 10 12 450 500 550 600 650 700 750 800 Issues closed Issues opened Months before 10 February 2023 Issues closed Issues opened Issues closed Issues closed Issues opened Issues opened 🔗 Issues closed and opened – pytorch/pytorch PRsmergedclosedandopened Produced by GNUPLOT 5.4 patchlevel 5 500 1000 1500 2000 2500 3000 0 2 4 6 8 10 12 900 1000 1100 1200 1300 1400 1500 1600 PRs merged+closed PRs opened Months before 10 February 2023 PRs merged+closed PRs opened PRs merged+closed PRs merged+closed PRs opened PRs opened 🔗 PRs merged/closed and opened – pytorch/pytorch

🔗 Open issues

10280 issues were open as of 10 Feb 2023

18.16 times as many issues currently open as the
average number of issues opened per month.

2.05 times as many closed issues as open issues.

Latest1000openissues Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-09 2021-08 2021-07 2021-06 2021-05 2021-04 2021-03 2021-02 2021-01 2020-12 2020-10 2020-09 2020-08 2020-06 2020-05 2020-04 2020-03 2020-01 2019-10 2019-09 2019-08 2019-06 2019-03 2018-10 2018-07 2018-05 2017-04 2017-01 Month created Number of issues still open Latest1000openissues_plot_2 210 243 110 76 82 50 39 14 21 13 11 27 11 5 5 4 6 5 7 6 3 4 1 3 3 3 7 1 1 1 2 3 1 6 1 1 2 3 1 2 2 1 1 1 1 Number of issues still open Number of issues still open Latest1000openissues_plot_2 Latest 1000 open issues

🔗 Age statistics for latest 1000 open issues
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 11 days 51 days 143 days 146 days 359 days 2213 days
Standard deviation: 255 days

🔗 Open PRs

759 PRs were open as of 10 Feb 2023

0.62 times as many PRs currently open as the
average number of PRs opened per month.

81.96 times as many closed PRs as open PRs.

Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-06 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-10 2021-05 2021-04 2019-11 2019-10 Month created Number of PRs still open _plot_2 243 161 139 114 27 20 24 7 4 3 1 1 1 5 1 2 2 2 1 1 Number of PRs still open Number of PRs still open _plot_2

🔗 Age statistics for all open PRs
Newest 1st Qu Median Mean 3rd Qu 𝜂90th Oldest
0 days 4 days 31 days 59 days 77 days 129 days 1227 days
Standard deviation: 99 days

🔗 Issues resolved

21047 issues were closed as of 10 Feb 2023

2.05 times as many closed issues as open issues.

37 percent ratio of total closed issues to total commits.

Latest1000closedissues Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-07 2022-05 2022-04 2022-03 2022-02 2022-01 2021-12 2021-11 2021-10 2021-08 2021-07 2021-06 2021-05 2021-02 2020-12 2020-11 2020-10 2020-09 2020-08 2020-07 2020-05 2020-04 2020-03 2020-02 2020-01 2019-12 2019-10 2019-08 2019-04 2019-03 2019-01 2018-11 2018-08 2018-07 2018-04 2018-03 2018-01 2017-10 2017-09 2017-04 2017-01 Month created Number of issues closed Latest1000closedissues_plot_2 249 500 172 5 6 1 1 3 1 4 3 2 2 3 1 1 1 3 3 1 1 1 1 1 1 1 1 1 4 1 2 2 1 2 2 2 2 1 1 1 2 1 1 1 1 1 1 1 Number of issues closed Number of issues closed Latest1000closedissues_plot_2 Latest 1000 closed issues

🔗 Time-to-close statistics for latest 1000 closed issues
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 0 days 7 days 101 days 85 days 259 days 1946 days
Standard deviation: 247 days

🔗 PRs merged/closed

62206 PRs were merged/closed as of 10 Feb 2023

81.96 times as many closed PRs as open PRs.

Latest1000mergedclosedPRs Produced by GNUPLOT 5.4 patchlevel 5 2023-02 2023-01 2022-12 2022-11 2022-10 2022-09 2022-08 2022-06 2022-04 2021-06 2019-08 Month created Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 604 349 13 21 4 2 2 2 1 1 1 Number of PRs merged/closed Number of PRs merged/closed Latest1000mergedclosedPRs_plot_2 Latest 1000 merged/closed PRs

🔗 Time-to-close statistics for latest 1000 merged/closed PRs
Fastest 1st Qu Median Mean 3rd Qu 𝜂90th Longest
0 days 0 days 1 days 19 days 8 days 52 days 1866 days
Standard deviation: 74 days

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