Run CI on pre

[avik-pal]

No description provided.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 82.62%. Comparing base (2e0aeb6) to head (52d2b86).

Additional details and impacted files

@@             Coverage Diff             @@
##             main     #739       +/-   ##
===========================================
- Coverage   95.63%   82.62%   -13.02%     
===========================================
  Files          54       54               
  Lines        2726     2728        +2     
===========================================
- Hits         2607     2254      -353     
- Misses        119      474      +355     

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[avik-pal]

@wsmoses is Enzyme currently not functional on 1.11-rc1? https://github.com/LuxDL/Lux.jl/actions/runs/9705757902/job/26788368870?pr=739#step:6:583

[github-actions]

Benchmark Results

Benchmark suite	Current: 52d2b86	Previous: 7453ca9	Ratio
Dense(2 => 2)/cpu/reverse/ReverseDiff (compiled)/(2, 128)	3643 ns	3609.25 ns	1.01
Dense(2 => 2)/cpu/reverse/Zygote/(2, 128)	7185.2 ns	7159.4 ns	1.00
Dense(2 => 2)/cpu/reverse/Tracker/(2, 128)	20979 ns	20979 ns	1
Dense(2 => 2)/cpu/reverse/ReverseDiff/(2, 128)	9744 ns	9662 ns	1.01
Dense(2 => 2)/cpu/reverse/Flux/(2, 128)	8988.8 ns	8897.875 ns	1.01
Dense(2 => 2)/cpu/reverse/SimpleChains/(2, 128)	4462.125 ns	4440.875 ns	1.00
Dense(2 => 2)/cpu/reverse/Enzyme/(2, 128)	1157.3642857142856 ns	1161.2888888888888 ns	1.00
Dense(2 => 2)/cpu/forward/NamedTuple/(2, 128)	1110.0430463576158 ns	1167.801652892562 ns	0.95
Dense(2 => 2)/cpu/forward/ComponentArray/(2, 128)	1183.144927536232 ns	1161.3426573426573 ns	1.02
Dense(2 => 2)/cpu/forward/Flux/(2, 128)	1804.921568627451 ns	1787.017543859649 ns	1.01
Dense(2 => 2)/cpu/forward/SimpleChains/(2, 128)	179.61904761904762 ns	180.16946778711485 ns	1.00
Dense(20 => 20)/cpu/reverse/ReverseDiff (compiled)/(20, 128)	17392 ns	17483 ns	0.99
Dense(20 => 20)/cpu/reverse/Zygote/(20, 128)	17102 ns	17082 ns	1.00
Dense(20 => 20)/cpu/reverse/Tracker/(20, 128)	37730 ns	39434 ns	0.96
Dense(20 => 20)/cpu/reverse/ReverseDiff/(20, 128)	29414 ns	29425 ns	1.00
Dense(20 => 20)/cpu/reverse/Flux/(20, 128)	21510 ns	21340 ns	1.01
Dense(20 => 20)/cpu/reverse/SimpleChains/(20, 128)	17292 ns	17423 ns	0.99
Dense(20 => 20)/cpu/reverse/Enzyme/(20, 128)	4338 ns	4356.714285714285 ns	1.00
Dense(20 => 20)/cpu/forward/NamedTuple/(20, 128)	3883.5 ns	3891.125 ns	1.00
Dense(20 => 20)/cpu/forward/ComponentArray/(20, 128)	3956.125 ns	3953.625 ns	1.00
Dense(20 => 20)/cpu/forward/Flux/(20, 128)	4870.428571428572 ns	4959.285714285715 ns	0.98
Dense(20 => 20)/cpu/forward/SimpleChains/(20, 128)	1653.1 ns	1662.1 ns	0.99
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 3, 128)	39187764 ns	38888215 ns	1.01
Conv((3, 3), 3 => 3)/cpu/reverse/Zygote/(64, 64, 3, 128)	58072499 ns	57605568.5 ns	1.01
Conv((3, 3), 3 => 3)/cpu/reverse/Tracker/(64, 64, 3, 128)	69540188 ns	76110500 ns	0.91
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff/(64, 64, 3, 128)	80951535.5 ns	88832752.5 ns	0.91
Conv((3, 3), 3 => 3)/cpu/reverse/Flux/(64, 64, 3, 128)	72371594 ns	72396661 ns	1.00
Conv((3, 3), 3 => 3)/cpu/reverse/SimpleChains/(64, 64, 3, 128)	12039265 ns	11959905 ns	1.01
Conv((3, 3), 3 => 3)/cpu/reverse/Enzyme/(64, 64, 3, 128)	17862841 ns	8440292 ns	2.12
Conv((3, 3), 3 => 3)/cpu/forward/NamedTuple/(64, 64, 3, 128)	7060722 ns	6984372.5 ns	1.01
Conv((3, 3), 3 => 3)/cpu/forward/ComponentArray/(64, 64, 3, 128)	7013804 ns	6969189 ns	1.01
Conv((3, 3), 3 => 3)/cpu/forward/Flux/(64, 64, 3, 128)	9977701 ns	10028737.5 ns	0.99
Conv((3, 3), 3 => 3)/cpu/forward/SimpleChains/(64, 64, 3, 128)	6394913 ns	6388121.5 ns	1.00
vgg16/cpu/reverse/Zygote/(32, 32, 3, 16)	760587414 ns	747089927 ns	1.02
vgg16/cpu/reverse/Zygote/(32, 32, 3, 64)	2577913279 ns	2571398611 ns	1.00
vgg16/cpu/reverse/Zygote/(32, 32, 3, 2)	145542924 ns	135189197.5 ns	1.08
vgg16/cpu/reverse/Tracker/(32, 32, 3, 16)	768746928 ns	795044361 ns	0.97
vgg16/cpu/reverse/Tracker/(32, 32, 3, 64)	2930427590 ns	2974976527 ns	0.99
vgg16/cpu/reverse/Tracker/(32, 32, 3, 2)	198466646.5 ns	197924414 ns	1.00
vgg16/cpu/reverse/Flux/(32, 32, 3, 16)	678651434 ns	676218931 ns	1.00
vgg16/cpu/reverse/Flux/(32, 32, 3, 64)	2645979889 ns	2614128502 ns	1.01
vgg16/cpu/reverse/Flux/(32, 32, 3, 2)	122486292 ns	122097223 ns	1.00
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 16)	174841194 ns	175936526 ns	0.99
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 64)	651748619 ns	676766451.5 ns	0.96
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 2)	45606254 ns	34662294 ns	1.32
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 16)	165166276 ns	166860963 ns	0.99
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 64)	647141722 ns	643674531 ns	1.01
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 2)	30108687 ns	30820168 ns	0.98
vgg16/cpu/forward/Flux/(32, 32, 3, 16)	187684927 ns	189842778 ns	0.99
vgg16/cpu/forward/Flux/(32, 32, 3, 64)	710956900.5 ns	715544549.5 ns	0.99
vgg16/cpu/forward/Flux/(32, 32, 3, 2)	37590140 ns	37965190 ns	0.99
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 64, 128)	1205515278.5 ns	1268173647.5 ns	0.95
Conv((3, 3), 64 => 64)/cpu/reverse/Zygote/(64, 64, 64, 128)	1887731195.5 ns	1863507518.5 ns	1.01
Conv((3, 3), 64 => 64)/cpu/reverse/Tracker/(64, 64, 64, 128)	2372684250 ns	2370054887 ns	1.00
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff/(64, 64, 64, 128)	2531976850 ns	2520547922 ns	1.00
Conv((3, 3), 64 => 64)/cpu/reverse/Flux/(64, 64, 64, 128)	1827041771.5 ns	1857510292 ns	0.98
Conv((3, 3), 64 => 64)/cpu/reverse/Enzyme/(64, 64, 64, 128)	559129456 ns	354818747 ns	1.58
Conv((3, 3), 64 => 64)/cpu/forward/NamedTuple/(64, 64, 64, 128)	323461020 ns	324634549 ns	1.00
Conv((3, 3), 64 => 64)/cpu/forward/ComponentArray/(64, 64, 64, 128)	324962874 ns	323578160 ns	1.00
Conv((3, 3), 64 => 64)/cpu/forward/Flux/(64, 64, 64, 128)	353832535.5 ns	358697801.5 ns	0.99
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 1, 128)	11886131 ns	11908179 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/Zygote/(64, 64, 1, 128)	17998825 ns	17897810 ns	1.01
Conv((3, 3), 1 => 1)/cpu/reverse/Tracker/(64, 64, 1, 128)	19347894 ns	19241672 ns	1.01
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff/(64, 64, 1, 128)	24040203 ns	23890653 ns	1.01
Conv((3, 3), 1 => 1)/cpu/reverse/Flux/(64, 64, 1, 128)	18041013 ns	18002442 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/SimpleChains/(64, 64, 1, 128)	1178391 ns	1175569 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/Enzyme/(64, 64, 1, 128)	5839355 ns	2533812 ns	2.30
Conv((3, 3), 1 => 1)/cpu/forward/NamedTuple/(64, 64, 1, 128)	2063498 ns	2059884 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/ComponentArray/(64, 64, 1, 128)	2043560.5 ns	2034923 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/Flux/(64, 64, 1, 128)	2081777 ns	2083660 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/SimpleChains/(64, 64, 1, 128)	203268.5 ns	201897.5 ns	1.01
Dense(200 => 200)/cpu/reverse/ReverseDiff (compiled)/(200, 128)	294096.5 ns	298047.5 ns	0.99
Dense(200 => 200)/cpu/reverse/Zygote/(200, 128)	267782.5 ns	268132 ns	1.00
Dense(200 => 200)/cpu/reverse/Tracker/(200, 128)	371185.5 ns	371825 ns	1.00
Dense(200 => 200)/cpu/reverse/ReverseDiff/(200, 128)	413299 ns	413544 ns	1.00
Dense(200 => 200)/cpu/reverse/Flux/(200, 128)	275477.5 ns	276592.5 ns	1.00
Dense(200 => 200)/cpu/reverse/SimpleChains/(200, 128)	412478 ns	410609 ns	1.00
Dense(200 => 200)/cpu/reverse/Enzyme/(200, 128)	83515 ns	83897 ns	1.00
Dense(200 => 200)/cpu/forward/NamedTuple/(200, 128)	81572 ns	82545 ns	0.99
Dense(200 => 200)/cpu/forward/ComponentArray/(200, 128)	84587 ns	83175 ns	1.02
Dense(200 => 200)/cpu/forward/Flux/(200, 128)	87202 ns	87343 ns	1.00
Dense(200 => 200)/cpu/forward/SimpleChains/(200, 128)	104435 ns	104725 ns	1.00
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 16, 128)	189634116 ns	194861098.5 ns	0.97
Conv((3, 3), 16 => 16)/cpu/reverse/Zygote/(64, 64, 16, 128)	327511973.5 ns	324081202.5 ns	1.01
Conv((3, 3), 16 => 16)/cpu/reverse/Tracker/(64, 64, 16, 128)	393033134 ns	389990696 ns	1.01
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff/(64, 64, 16, 128)	459381274.5 ns	456575304 ns	1.01
Conv((3, 3), 16 => 16)/cpu/reverse/Flux/(64, 64, 16, 128)	372746396 ns	373959015 ns	1.00
Conv((3, 3), 16 => 16)/cpu/reverse/SimpleChains/(64, 64, 16, 128)	339026014 ns	327240819 ns	1.04
Conv((3, 3), 16 => 16)/cpu/reverse/Enzyme/(64, 64, 16, 128)	101599587 ns	51445418 ns	1.97
Conv((3, 3), 16 => 16)/cpu/forward/NamedTuple/(64, 64, 16, 128)	44071402 ns	43855933 ns	1.00
Conv((3, 3), 16 => 16)/cpu/forward/ComponentArray/(64, 64, 16, 128)	43916065 ns	43754675.5 ns	1.00
Conv((3, 3), 16 => 16)/cpu/forward/Flux/(64, 64, 16, 128)	49981635 ns	49660295 ns	1.01
Conv((3, 3), 16 => 16)/cpu/forward/SimpleChains/(64, 64, 16, 128)	28450422 ns	28671480.5 ns	0.99
Dense(2000 => 2000)/cpu/reverse/ReverseDiff (compiled)/(2000, 128)	19140893 ns	19490250 ns	0.98
Dense(2000 => 2000)/cpu/reverse/Zygote/(2000, 128)	19684269 ns	19632651.5 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Tracker/(2000, 128)	23758626 ns	23428130 ns	1.01
Dense(2000 => 2000)/cpu/reverse/ReverseDiff/(2000, 128)	24329808.5 ns	24161134 ns	1.01
Dense(2000 => 2000)/cpu/reverse/Flux/(2000, 128)	19767984 ns	19690863 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Enzyme/(2000, 128)	6562636 ns	6542624 ns	1.00
Dense(2000 => 2000)/cpu/forward/NamedTuple/(2000, 128)	6590938 ns	6560769 ns	1.00
Dense(2000 => 2000)/cpu/forward/ComponentArray/(2000, 128)	6569890 ns	6508024.5 ns	1.01
Dense(2000 => 2000)/cpu/forward/Flux/(2000, 128)	6528597 ns	6522495 ns	1.00

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