More API updates #696

avik-pal · 2024-06-11T03:05:10Z

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Benchmark Results

Benchmark suite	Current: `006b710`	Previous: `f7f4551`	Ratio
`Dense(2 => 2)/cpu/reverse/ReverseDiff (compiled)/(2, 128)`	`3620.5` ns	`3700.75` ns	`0.98`
`Dense(2 => 2)/cpu/reverse/Zygote/(2, 128)`	`7208.5` ns	`7173.416666666666` ns	`1.00`
`Dense(2 => 2)/cpu/reverse/Tracker/(2, 128)`	`20999` ns	`21129` ns	`0.99`
`Dense(2 => 2)/cpu/reverse/ReverseDiff/(2, 128)`	`9678` ns	`9760.75` ns	`0.99`
`Dense(2 => 2)/cpu/reverse/Flux/(2, 128)`	`8940.375` ns	`9085` ns	`0.98`
`Dense(2 => 2)/cpu/reverse/SimpleChains/(2, 128)`	`4460.875` ns	`4523.5` ns	`0.99`
`Dense(2 => 2)/cpu/reverse/Enzyme/(2, 128)`	`1168` ns	`1158.1818181818182` ns	`1.01`
`Dense(2 => 2)/cpu/forward/NamedTuple/(2, 128)`	`1167.9083969465648` ns	`1117.313725490196` ns	`1.05`
`Dense(2 => 2)/cpu/forward/ComponentArray/(2, 128)`	`1189.4242424242425` ns	`1190.6204379562043` ns	`1.00`
`Dense(2 => 2)/cpu/forward/Flux/(2, 128)`	`1811.7551020408164` ns	`1784.6923076923076` ns	`1.02`
`Dense(2 => 2)/cpu/forward/SimpleChains/(2, 128)`	`180.16806722689077` ns	`180.12934631432546` ns	`1.00`
`Dense(20 => 20)/cpu/reverse/ReverseDiff (compiled)/(20, 128)`	`17312` ns	`17322` ns	`1.00`
`Dense(20 => 20)/cpu/reverse/Zygote/(20, 128)`	`16961` ns	`17012` ns	`1.00`
`Dense(20 => 20)/cpu/reverse/Tracker/(20, 128)`	`39554` ns	`39274` ns	`1.01`
`Dense(20 => 20)/cpu/reverse/ReverseDiff/(20, 128)`	`29575` ns	`29480` ns	`1.00`
`Dense(20 => 20)/cpu/reverse/Flux/(20, 128)`	`20198` ns	`21670.5` ns	`0.93`
`Dense(20 => 20)/cpu/reverse/SimpleChains/(20, 128)`	`17473` ns	`17322` ns	`1.01`
`Dense(20 => 20)/cpu/reverse/Enzyme/(20, 128)`	`4365.285714285715` ns	`4363.857142857143` ns	`1.00`
`Dense(20 => 20)/cpu/forward/NamedTuple/(20, 128)`	`3902.375` ns	`3877.125` ns	`1.01`
`Dense(20 => 20)/cpu/forward/ComponentArray/(20, 128)`	`3972.5` ns	`3962.375` ns	`1.00`
`Dense(20 => 20)/cpu/forward/Flux/(20, 128)`	`4912.142857142857` ns	`4940.571428571428` ns	`0.99`
`Dense(20 => 20)/cpu/forward/SimpleChains/(20, 128)`	`1657.1` ns	`1673.2` ns	`0.99`
`Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 3, 128)`	`50155976` ns	`49957369` ns	`1.00`
`Conv((3, 3), 3 => 3)/cpu/reverse/Zygote/(64, 64, 3, 128)`	`58224304` ns	`57581648` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/reverse/Tracker/(64, 64, 3, 128)`	`112124788` ns	`112009767.5` ns	`1.00`
`Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff/(64, 64, 3, 128)`	`108072819` ns	`106965049` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/reverse/Flux/(64, 64, 3, 128)`	`108313728` ns	`105768801` ns	`1.02`
`Conv((3, 3), 3 => 3)/cpu/reverse/SimpleChains/(64, 64, 3, 128)`	`12353903.5` ns	`11747527` ns	`1.05`
`Conv((3, 3), 3 => 3)/cpu/reverse/Enzyme/(64, 64, 3, 128)`	`17985557` ns	`17741547` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/forward/NamedTuple/(64, 64, 3, 128)`	`7092918` ns	`7001933.5` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/forward/ComponentArray/(64, 64, 3, 128)`	`7072285` ns	`7000243.5` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/forward/Flux/(64, 64, 3, 128)`	`18777626` ns	`18531441` ns	`1.01`
`Conv((3, 3), 3 => 3)/cpu/forward/SimpleChains/(64, 64, 3, 128)`	`6449416` ns	`6394361` ns	`1.01`
`vgg16/cpu/reverse/Zygote/(32, 32, 3, 16)`	`755965945` ns	`727979542` ns	`1.04`
`vgg16/cpu/reverse/Zygote/(32, 32, 3, 64)`	`2612943021` ns	`2579077526` ns	`1.01`
`vgg16/cpu/reverse/Zygote/(32, 32, 3, 2)`	`147224160` ns	`131352834.5` ns	`1.12`
`vgg16/cpu/reverse/Tracker/(32, 32, 3, 16)`	`979499881` ns	`969586753` ns	`1.01`
`vgg16/cpu/reverse/Tracker/(32, 32, 3, 64)`	`3636596128` ns	`3263278361` ns	`1.11`
`vgg16/cpu/reverse/Tracker/(32, 32, 3, 2)`	`241987648.5` ns	`226498384` ns	`1.07`
`vgg16/cpu/reverse/Flux/(32, 32, 3, 16)`	`730131690.5` ns	`873641593` ns	`0.84`
`vgg16/cpu/reverse/Flux/(32, 32, 3, 64)`	`3217207323` ns	`3046764407` ns	`1.06`
`vgg16/cpu/reverse/Flux/(32, 32, 3, 2)`	`133657243.5` ns	`131007272.5` ns	`1.02`
`vgg16/cpu/forward/NamedTuple/(32, 32, 3, 16)`	`196632127` ns	`174047082` ns	`1.13`
`vgg16/cpu/forward/NamedTuple/(32, 32, 3, 64)`	`655807247` ns	`645727264.5` ns	`1.02`
`vgg16/cpu/forward/NamedTuple/(32, 32, 3, 2)`	`45773534` ns	`45534194` ns	`1.01`
`vgg16/cpu/forward/ComponentArray/(32, 32, 3, 16)`	`166521523.5` ns	`164324255` ns	`1.01`
`vgg16/cpu/forward/ComponentArray/(32, 32, 3, 64)`	`636909498` ns	`642792641` ns	`0.99`
`vgg16/cpu/forward/ComponentArray/(32, 32, 3, 2)`	`30518906` ns	`29977065` ns	`1.02`
`vgg16/cpu/forward/Flux/(32, 32, 3, 16)`	`228545631` ns	`201738658` ns	`1.13`
`vgg16/cpu/forward/Flux/(32, 32, 3, 64)`	`909087816` ns	`918807028` ns	`0.99`
`vgg16/cpu/forward/Flux/(32, 32, 3, 2)`	`38124237` ns	`40275483` ns	`0.95`
`Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 64, 128)`	`1314252462.5` ns	`1293544406.5` ns	`1.02`
`Conv((3, 3), 64 => 64)/cpu/reverse/Zygote/(64, 64, 64, 128)`	`1879794792.5` ns	`1861728870` ns	`1.01`
`Conv((3, 3), 64 => 64)/cpu/reverse/Tracker/(64, 64, 64, 128)`	`2468781585` ns	`2468521111` ns	`1.00`
`Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff/(64, 64, 64, 128)`	`2614330051` ns	`2631348316` ns	`0.99`
`Conv((3, 3), 64 => 64)/cpu/reverse/Flux/(64, 64, 64, 128)`	`1931893594` ns	`1895453908` ns	`1.02`
`Conv((3, 3), 64 => 64)/cpu/reverse/Enzyme/(64, 64, 64, 128)`	`559431427` ns	`565985350` ns	`0.99`
`Conv((3, 3), 64 => 64)/cpu/forward/NamedTuple/(64, 64, 64, 128)`	`334300716.5` ns	`321376035` ns	`1.04`
`Conv((3, 3), 64 => 64)/cpu/forward/ComponentArray/(64, 64, 64, 128)`	`331102391` ns	`320502632` ns	`1.03`
`Conv((3, 3), 64 => 64)/cpu/forward/Flux/(64, 64, 64, 128)`	`371162812` ns	`486344616` ns	`0.76`
`Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 1, 128)`	`11747280` ns	`11994505.5` ns	`0.98`
`Conv((3, 3), 1 => 1)/cpu/reverse/Zygote/(64, 64, 1, 128)`	`17877355` ns	`17906521` ns	`1.00`
`Conv((3, 3), 1 => 1)/cpu/reverse/Tracker/(64, 64, 1, 128)`	`19365194.5` ns	`19110550.5` ns	`1.01`
`Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff/(64, 64, 1, 128)`	`23879500` ns	`23813093` ns	`1.00`
`Conv((3, 3), 1 => 1)/cpu/reverse/Flux/(64, 64, 1, 128)`	`17916538` ns	`17831210` ns	`1.00`
`Conv((3, 3), 1 => 1)/cpu/reverse/SimpleChains/(64, 64, 1, 128)`	`1171369` ns	`1157282` ns	`1.01`
`Conv((3, 3), 1 => 1)/cpu/reverse/Enzyme/(64, 64, 1, 128)`	`5825084` ns	`5758236.5` ns	`1.01`
`Conv((3, 3), 1 => 1)/cpu/forward/NamedTuple/(64, 64, 1, 128)`	`2068500` ns	`2047310.5` ns	`1.01`
`Conv((3, 3), 1 => 1)/cpu/forward/ComponentArray/(64, 64, 1, 128)`	`2053066` ns	`2030949` ns	`1.01`
`Conv((3, 3), 1 => 1)/cpu/forward/Flux/(64, 64, 1, 128)`	`2079156` ns	`2077663` ns	`1.00`
`Conv((3, 3), 1 => 1)/cpu/forward/SimpleChains/(64, 64, 1, 128)`	`198560` ns	`201106` ns	`0.99`
`Dense(200 => 200)/cpu/reverse/ReverseDiff (compiled)/(200, 128)`	`293789` ns	`293318` ns	`1.00`
`Dense(200 => 200)/cpu/reverse/Zygote/(200, 128)`	`267480` ns	`265260.5` ns	`1.01`
`Dense(200 => 200)/cpu/reverse/Tracker/(200, 128)`	`372696` ns	`366414` ns	`1.02`
`Dense(200 => 200)/cpu/reverse/ReverseDiff/(200, 128)`	`412611` ns	`408473` ns	`1.01`
`Dense(200 => 200)/cpu/reverse/Flux/(200, 128)`	`275945` ns	`273792` ns	`1.01`
`Dense(200 => 200)/cpu/reverse/SimpleChains/(200, 128)`	`412350` ns	`406058` ns	`1.02`
`Dense(200 => 200)/cpu/reverse/Enzyme/(200, 128)`	`83627` ns	`83516` ns	`1.00`
`Dense(200 => 200)/cpu/forward/NamedTuple/(200, 128)`	`82334` ns	`81513` ns	`1.01`
`Dense(200 => 200)/cpu/forward/ComponentArray/(200, 128)`	`82625` ns	`81592` ns	`1.01`
`Dense(200 => 200)/cpu/forward/Flux/(200, 128)`	`87624` ns	`86632` ns	`1.01`
`Dense(200 => 200)/cpu/forward/SimpleChains/(200, 128)`	`104495` ns	`104725` ns	`1.00`
`Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 16, 128)`	`206526267` ns	`199636923` ns	`1.03`
`Conv((3, 3), 16 => 16)/cpu/reverse/Zygote/(64, 64, 16, 128)`	`325189660` ns	`324677516.5` ns	`1.00`
`Conv((3, 3), 16 => 16)/cpu/reverse/Tracker/(64, 64, 16, 128)`	`432710461` ns	`437484335` ns	`0.99`
`Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff/(64, 64, 16, 128)`	`475197527` ns	`526587672` ns	`0.90`
`Conv((3, 3), 16 => 16)/cpu/reverse/Flux/(64, 64, 16, 128)`	`393647341` ns	`410366601.5` ns	`0.96`
`Conv((3, 3), 16 => 16)/cpu/reverse/SimpleChains/(64, 64, 16, 128)`	`341927878` ns	`323744332.5` ns	`1.06`
`Conv((3, 3), 16 => 16)/cpu/reverse/Enzyme/(64, 64, 16, 128)`	`100683335.5` ns	`102515100.5` ns	`0.98`
`Conv((3, 3), 16 => 16)/cpu/forward/NamedTuple/(64, 64, 16, 128)`	`44219653.5` ns	`43799747` ns	`1.01`
`Conv((3, 3), 16 => 16)/cpu/forward/ComponentArray/(64, 64, 16, 128)`	`43875022` ns	`43534417` ns	`1.01`
`Conv((3, 3), 16 => 16)/cpu/forward/Flux/(64, 64, 16, 128)`	`59365597` ns	`63896063` ns	`0.93`
`Conv((3, 3), 16 => 16)/cpu/forward/SimpleChains/(64, 64, 16, 128)`	`28384318` ns	`28176419` ns	`1.01`
`Dense(2000 => 2000)/cpu/reverse/ReverseDiff (compiled)/(2000, 128)`	`19414216` ns	`18931882` ns	`1.03`
`Dense(2000 => 2000)/cpu/reverse/Zygote/(2000, 128)`	`19719777` ns	`19487991` ns	`1.01`
`Dense(2000 => 2000)/cpu/reverse/Tracker/(2000, 128)`	`23403846` ns	`23372438.5` ns	`1.00`
`Dense(2000 => 2000)/cpu/reverse/ReverseDiff/(2000, 128)`	`24125480` ns	`24063046.5` ns	`1.00`
`Dense(2000 => 2000)/cpu/reverse/Flux/(2000, 128)`	`19641373` ns	`19611168.5` ns	`1.00`
`Dense(2000 => 2000)/cpu/reverse/Enzyme/(2000, 128)`	`6537235` ns	`6520318` ns	`1.00`
`Dense(2000 => 2000)/cpu/forward/NamedTuple/(2000, 128)`	`6527367` ns	`6498792` ns	`1.00`
`Dense(2000 => 2000)/cpu/forward/ComponentArray/(2000, 128)`	`6519883` ns	`6477998.5` ns	`1.01`
`Dense(2000 => 2000)/cpu/forward/Flux/(2000, 128)`	`6483175` ns	`6511497` ns	`1.00`

This comment was automatically generated by workflow using github-action-benchmark.

codecov · 2024-06-11T07:15:38Z

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 86.98%. Comparing base (f7f4551) to head (1e3d6a2).

❗ Current head 1e3d6a2 differs from pull request most recent head 006b710

Please upload reports for the commit 006b710 to get more accurate results.

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #696      +/-   ##
==========================================
- Coverage   87.34%   86.98%   -0.36%     
==========================================
  Files          50       50              
  Lines        2505     2505              
==========================================
- Hits         2188     2179       -9     
- Misses        317      326       +9

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More API updates

bb41d0c

github-actions bot reviewed Jun 11, 2024

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avik-pal force-pushed the ap/more_boltz_updates branch 3 times, most recently from fe58cfb to 1e3d6a2 Compare June 11, 2024 06:20

Remove current modules

006b710

avik-pal force-pushed the ap/more_boltz_updates branch from 1e3d6a2 to 006b710 Compare June 11, 2024 07:34

avik-pal merged commit edda7ec into main Jun 11, 2024
16 of 18 checks passed

avik-pal deleted the ap/more_boltz_updates branch June 11, 2024 07:34

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