Mark unexported symbols as public

[avik-pal]

No description provided.

[github-actions]

Benchmark Results

Benchmark suite	Current: 74dbea3	Previous: 500ce6e	Ratio
Dense(2 => 2)/cpu/reverse/ReverseDiff (compiled)/(2, 128)	3678 ns	3670.625 ns	1.00
Dense(2 => 2)/cpu/reverse/Zygote/(2, 128)	7240.166666666667 ns	7170 ns	1.01
Dense(2 => 2)/cpu/reverse/Tracker/(2, 128)	21420 ns	20769 ns	1.03
Dense(2 => 2)/cpu/reverse/ReverseDiff/(2, 128)	9866.4 ns	9808.6 ns	1.01
Dense(2 => 2)/cpu/reverse/Flux/(2, 128)	9098.8 ns	9057 ns	1.00
Dense(2 => 2)/cpu/reverse/SimpleChains/(2, 128)	4484.625 ns	4458.375 ns	1.01
Dense(2 => 2)/cpu/reverse/Enzyme/(2, 128)	1170.404255319149 ns	1156.63309352518 ns	1.01
Dense(2 => 2)/cpu/forward/NamedTuple/(2, 128)	1180.8666666666666 ns	1116.3910256410256 ns	1.06
Dense(2 => 2)/cpu/forward/ComponentArray/(2, 128)	1183.3823529411766 ns	1161.716535433071 ns	1.02
Dense(2 => 2)/cpu/forward/Flux/(2, 128)	1814.4888888888888 ns	1786.5762711864406 ns	1.02
Dense(2 => 2)/cpu/forward/SimpleChains/(2, 128)	180.23783031988873 ns	180.16946778711485 ns	1.00
Dense(20 => 20)/cpu/reverse/ReverseDiff (compiled)/(20, 128)	17342 ns	17303 ns	1.00
Dense(20 => 20)/cpu/reverse/Zygote/(20, 128)	16972 ns	16842 ns	1.01
Dense(20 => 20)/cpu/reverse/Tracker/(20, 128)	39904 ns	37350 ns	1.07
Dense(20 => 20)/cpu/reverse/ReverseDiff/(20, 128)	29555 ns	29465 ns	1.00
Dense(20 => 20)/cpu/reverse/Flux/(20, 128)	20177 ns	20008 ns	1.01
Dense(20 => 20)/cpu/reverse/SimpleChains/(20, 128)	17562.5 ns	17302 ns	1.02
Dense(20 => 20)/cpu/reverse/Enzyme/(20, 128)	4341 ns	4326.714285714285 ns	1.00
Dense(20 => 20)/cpu/forward/NamedTuple/(20, 128)	3817.125 ns	3881 ns	0.98
Dense(20 => 20)/cpu/forward/ComponentArray/(20, 128)	3926 ns	3971.25 ns	0.99
Dense(20 => 20)/cpu/forward/Flux/(20, 128)	4820.428571428572 ns	4939.285714285715 ns	0.98
Dense(20 => 20)/cpu/forward/SimpleChains/(20, 128)	1660.1 ns	1661.2 ns	1.00
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 3, 128)	40825253 ns	39566002 ns	1.03
Conv((3, 3), 3 => 3)/cpu/reverse/Zygote/(64, 64, 3, 128)	57736098.5 ns	57817186.5 ns	1.00
Conv((3, 3), 3 => 3)/cpu/reverse/Tracker/(64, 64, 3, 128)	81252613 ns	76439301.5 ns	1.06
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff/(64, 64, 3, 128)	91841744 ns	89230208 ns	1.03
Conv((3, 3), 3 => 3)/cpu/reverse/Flux/(64, 64, 3, 128)	77570237.5 ns	72947797 ns	1.06
Conv((3, 3), 3 => 3)/cpu/reverse/SimpleChains/(64, 64, 3, 128)	11826991 ns	12283939 ns	0.96
Conv((3, 3), 3 => 3)/cpu/reverse/Enzyme/(64, 64, 3, 128)	8461945 ns	18266174 ns	0.46
Conv((3, 3), 3 => 3)/cpu/forward/NamedTuple/(64, 64, 3, 128)	7039065.5 ns	7087651.5 ns	0.99
Conv((3, 3), 3 => 3)/cpu/forward/ComponentArray/(64, 64, 3, 128)	6962513 ns	7053892 ns	0.99
Conv((3, 3), 3 => 3)/cpu/forward/Flux/(64, 64, 3, 128)	12112555.5 ns	10037590.5 ns	1.21
Conv((3, 3), 3 => 3)/cpu/forward/SimpleChains/(64, 64, 3, 128)	6401639 ns	6385632.5 ns	1.00
vgg16/cpu/reverse/Zygote/(32, 32, 3, 16)	774155746 ns	744192429 ns	1.04
vgg16/cpu/reverse/Zygote/(32, 32, 3, 64)	2600328668 ns	2529267648 ns	1.03
vgg16/cpu/reverse/Zygote/(32, 32, 3, 2)	134664742.5 ns	133990620 ns	1.01
vgg16/cpu/reverse/Tracker/(32, 32, 3, 16)	899782753 ns	856466066 ns	1.05
vgg16/cpu/reverse/Tracker/(32, 32, 3, 64)	3189324294 ns	2915702638 ns	1.09
vgg16/cpu/reverse/Tracker/(32, 32, 3, 2)	228314420 ns	190288122 ns	1.20
vgg16/cpu/reverse/Flux/(32, 32, 3, 16)	746565751 ns	688070141 ns	1.09
vgg16/cpu/reverse/Flux/(32, 32, 3, 64)	3012508548 ns	2648522858 ns	1.14
vgg16/cpu/reverse/Flux/(32, 32, 3, 2)	126386088 ns	133940212 ns	0.94
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 16)	174378311.5 ns	174835827.5 ns	1.00
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 64)	656927377 ns	645332934 ns	1.02
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 2)	34507920.5 ns	45844367 ns	0.75
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 16)	164989992 ns	164919695.5 ns	1.00
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 64)	646493795 ns	643636841 ns	1.00
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 2)	30711458 ns	30301490 ns	1.01
vgg16/cpu/forward/Flux/(32, 32, 3, 16)	212836194 ns	205859449.5 ns	1.03
vgg16/cpu/forward/Flux/(32, 32, 3, 64)	786615528 ns	711150021 ns	1.11
vgg16/cpu/forward/Flux/(32, 32, 3, 2)	36394715 ns	37960867 ns	0.96
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 64, 128)	1212485361.5 ns	1240278369.5 ns	0.98
Conv((3, 3), 64 => 64)/cpu/reverse/Zygote/(64, 64, 64, 128)	1866384274.5 ns	1871750095 ns	1.00
Conv((3, 3), 64 => 64)/cpu/reverse/Tracker/(64, 64, 64, 128)	2405394158 ns	2304779837 ns	1.04
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff/(64, 64, 64, 128)	2499819503 ns	2474043096 ns	1.01
Conv((3, 3), 64 => 64)/cpu/reverse/Flux/(64, 64, 64, 128)	1941307620.5 ns	1812136576.5 ns	1.07
Conv((3, 3), 64 => 64)/cpu/reverse/Enzyme/(64, 64, 64, 128)	355965168 ns	558749714 ns	0.64
Conv((3, 3), 64 => 64)/cpu/forward/NamedTuple/(64, 64, 64, 128)	325783420 ns	313383451 ns	1.04
Conv((3, 3), 64 => 64)/cpu/forward/ComponentArray/(64, 64, 64, 128)	323533607 ns	318846679 ns	1.01
Conv((3, 3), 64 => 64)/cpu/forward/Flux/(64, 64, 64, 128)	359938393 ns	405806236.5 ns	0.89
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 1, 128)	11938102 ns	12061919 ns	0.99
Conv((3, 3), 1 => 1)/cpu/reverse/Zygote/(64, 64, 1, 128)	17787630 ns	17848949 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/Tracker/(64, 64, 1, 128)	19055984 ns	19097389 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff/(64, 64, 1, 128)	23861769 ns	23808385.5 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/Flux/(64, 64, 1, 128)	17818299 ns	17792638.5 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/SimpleChains/(64, 64, 1, 128)	1165204 ns	1166213 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/Enzyme/(64, 64, 1, 128)	2523677 ns	5885370 ns	0.43
Conv((3, 3), 1 => 1)/cpu/forward/NamedTuple/(64, 64, 1, 128)	2050387 ns	2057561 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/ComponentArray/(64, 64, 1, 128)	2032955 ns	2032929 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/Flux/(64, 64, 1, 128)	2077036.5 ns	2076976.5 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/SimpleChains/(64, 64, 1, 128)	199401 ns	199575 ns	1.00
Dense(200 => 200)/cpu/reverse/ReverseDiff (compiled)/(200, 128)	295791 ns	293621 ns	1.01
Dense(200 => 200)/cpu/reverse/Zygote/(200, 128)	269617 ns	266003.5 ns	1.01
Dense(200 => 200)/cpu/reverse/Tracker/(200, 128)	374126 ns	367151.5 ns	1.02
Dense(200 => 200)/cpu/reverse/ReverseDiff/(200, 128)	412268 ns	409057.5 ns	1.01
Dense(200 => 200)/cpu/reverse/Flux/(200, 128)	276976 ns	274845.5 ns	1.01
Dense(200 => 200)/cpu/reverse/SimpleChains/(200, 128)	407669 ns	407115 ns	1.00
Dense(200 => 200)/cpu/reverse/Enzyme/(200, 128)	83455 ns	83356 ns	1.00
Dense(200 => 200)/cpu/forward/NamedTuple/(200, 128)	82294 ns	81453 ns	1.01
Dense(200 => 200)/cpu/forward/ComponentArray/(200, 128)	83786 ns	82124 ns	1.02
Dense(200 => 200)/cpu/forward/Flux/(200, 128)	87983.5 ns	87284 ns	1.01
Dense(200 => 200)/cpu/forward/SimpleChains/(200, 128)	104674 ns	104837 ns	1.00
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 16, 128)	192752808 ns	194652677 ns	0.99
Conv((3, 3), 16 => 16)/cpu/reverse/Zygote/(64, 64, 16, 128)	325229597.5 ns	328747337.5 ns	0.99
Conv((3, 3), 16 => 16)/cpu/reverse/Tracker/(64, 64, 16, 128)	414689113 ns	388541316 ns	1.07
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff/(64, 64, 16, 128)	461458109.5 ns	456882676 ns	1.01
Conv((3, 3), 16 => 16)/cpu/reverse/Flux/(64, 64, 16, 128)	377925298 ns	371080365 ns	1.02
Conv((3, 3), 16 => 16)/cpu/reverse/SimpleChains/(64, 64, 16, 128)	336784813.5 ns	322888448 ns	1.04
Conv((3, 3), 16 => 16)/cpu/reverse/Enzyme/(64, 64, 16, 128)	51549866 ns	101545073 ns	0.51
Conv((3, 3), 16 => 16)/cpu/forward/NamedTuple/(64, 64, 16, 128)	44193837.5 ns	43675935 ns	1.01
Conv((3, 3), 16 => 16)/cpu/forward/ComponentArray/(64, 64, 16, 128)	43985377 ns	43493025 ns	1.01
Conv((3, 3), 16 => 16)/cpu/forward/Flux/(64, 64, 16, 128)	61473765.5 ns	49863360.5 ns	1.23
Conv((3, 3), 16 => 16)/cpu/forward/SimpleChains/(64, 64, 16, 128)	28189830 ns	28345237 ns	0.99
Dense(2000 => 2000)/cpu/reverse/ReverseDiff (compiled)/(2000, 128)	19147621 ns	18886629 ns	1.01
Dense(2000 => 2000)/cpu/reverse/Zygote/(2000, 128)	19672268 ns	19675975 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Tracker/(2000, 128)	23654835 ns	23456548 ns	1.01
Dense(2000 => 2000)/cpu/reverse/ReverseDiff/(2000, 128)	24318886.5 ns	24255304 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Flux/(2000, 128)	19752375 ns	19689698 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Enzyme/(2000, 128)	6554490.5 ns	6529775.5 ns	1.00
Dense(2000 => 2000)/cpu/forward/NamedTuple/(2000, 128)	6601618 ns	6508346.5 ns	1.01
Dense(2000 => 2000)/cpu/forward/ComponentArray/(2000, 128)	6539783 ns	6470790 ns	1.01
Dense(2000 => 2000)/cpu/forward/Flux/(2000, 128)	6543254.5 ns	6520109 ns	1.00

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