chore: update all AMDGPU compats

[avik-pal]

No description provided.

[github-actions]

Benchmark Results (ASV)

	main	38a046b...	main/38a046b9cd6843...
basics/overhead	0.2 ± 0.0044 μs	0.2 ± 0.004 μs	0.998
time_to_load	1.01 ± 0.0091 s	1.01 ± 0.0074 s	1.01

Benchmark Plots

A plot of the benchmark results have been uploaded as an artifact to the workflow run for this PR.
Go to "Actions"->"Benchmark a pull request"->[the most recent run]->"Artifacts" (at the bottom).

[github-actions]

Benchmark Results

Benchmark suite	Current: 38a046b	Previous: b6171a6	Ratio
Dense(2 => 2)/cpu/reverse/ReverseDiff (compiled)/(2, 128)	3650.625 ns	3675.625 ns	0.99
Dense(2 => 2)/cpu/reverse/Zygote/(2, 128)	7918.083333333334 ns	8093.5 ns	0.98
Dense(2 => 2)/cpu/reverse/Tracker/(2, 128)	21340 ns	21210 ns	1.01
Dense(2 => 2)/cpu/reverse/ReverseDiff/(2, 128)	9775 ns	9748.2 ns	1.00
Dense(2 => 2)/cpu/reverse/Flux/(2, 128)	9016.8 ns	9167.2 ns	0.98
Dense(2 => 2)/cpu/reverse/SimpleChains/(2, 128)	4402.666666666667 ns	4470.875 ns	0.98
Dense(2 => 2)/cpu/reverse/Enzyme/(2, 128)	4914.125 ns	4956.875 ns	0.99
Dense(2 => 2)/cpu/forward/NamedTuple/(2, 128)	2347.4 ns	2373.4 ns	0.99
Dense(2 => 2)/cpu/forward/ComponentArray/(2, 128)	2373.4 ns	2270.3 ns	1.05
Dense(2 => 2)/cpu/forward/Flux/(2, 128)	1793.5357142857142 ns	1790.017543859649 ns	1.00
Dense(2 => 2)/cpu/forward/SimpleChains/(2, 128)	179.49579831932772 ns	179.70239774330042 ns	1.00
Dense(20 => 20)/cpu/reverse/ReverseDiff (compiled)/(20, 128)	17283 ns	17562.5 ns	0.98
Dense(20 => 20)/cpu/reverse/Zygote/(20, 128)	34264 ns	24787 ns	1.38
Dense(20 => 20)/cpu/reverse/Tracker/(20, 128)	38973 ns	38393 ns	1.02
Dense(20 => 20)/cpu/reverse/ReverseDiff/(20, 128)	29706 ns	29025 ns	1.02
Dense(20 => 20)/cpu/reverse/Flux/(20, 128)	19727 ns	21590 ns	0.91
Dense(20 => 20)/cpu/reverse/SimpleChains/(20, 128)	17287.5 ns	17092 ns	1.01
Dense(20 => 20)/cpu/reverse/Enzyme/(20, 128)	25688 ns	25648 ns	1.00
Dense(20 => 20)/cpu/forward/NamedTuple/(20, 128)	19888 ns	20248 ns	0.98
Dense(20 => 20)/cpu/forward/ComponentArray/(20, 128)	20639 ns	14448 ns	1.43
Dense(20 => 20)/cpu/forward/Flux/(20, 128)	4937.857142857143 ns	4846.285714285715 ns	1.02
Dense(20 => 20)/cpu/forward/SimpleChains/(20, 128)	1662.1 ns	1659.2 ns	1.00
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 3, 128)	116312647 ns	77690170 ns	1.50
Conv((3, 3), 3 => 3)/cpu/reverse/Zygote/(64, 64, 3, 128)	75943610.5 ns	76782338 ns	0.99
Conv((3, 3), 3 => 3)/cpu/reverse/Tracker/(64, 64, 3, 128)	172264656.5 ns	155414925 ns	1.11
Conv((3, 3), 3 => 3)/cpu/reverse/ReverseDiff/(64, 64, 3, 128)	192675811.5 ns	167638289.5 ns	1.15
Conv((3, 3), 3 => 3)/cpu/reverse/Flux/(64, 64, 3, 128)	179833271 ns	142842293.5 ns	1.26
Conv((3, 3), 3 => 3)/cpu/reverse/SimpleChains/(64, 64, 3, 128)	11909358.5 ns	11557321.5 ns	1.03
Conv((3, 3), 3 => 3)/cpu/reverse/Enzyme/(64, 64, 3, 128)	220741819 ns	199234044.5 ns	1.11
Conv((3, 3), 3 => 3)/cpu/forward/NamedTuple/(64, 64, 3, 128)	15366998.5 ns	15528408.5 ns	0.99
Conv((3, 3), 3 => 3)/cpu/forward/ComponentArray/(64, 64, 3, 128)	15503678.5 ns	15540189 ns	1.00
Conv((3, 3), 3 => 3)/cpu/forward/Flux/(64, 64, 3, 128)	41156139 ns	30661456 ns	1.34
Conv((3, 3), 3 => 3)/cpu/forward/SimpleChains/(64, 64, 3, 128)	6318391.5 ns	6376663 ns	0.99
vgg16/cpu/reverse/Zygote/(32, 32, 3, 16)	1063380917.5 ns	1064055959.5 ns	1.00
vgg16/cpu/reverse/Zygote/(32, 32, 3, 64)	2893008446 ns	2970205700 ns	0.97
vgg16/cpu/reverse/Zygote/(32, 32, 3, 2)	196260977 ns	178121161 ns	1.10
vgg16/cpu/reverse/Tracker/(32, 32, 3, 16)	1395460301 ns	1320655778 ns	1.06
vgg16/cpu/reverse/Tracker/(32, 32, 3, 64)	3625063869 ns	3516351096 ns	1.03
vgg16/cpu/reverse/Tracker/(32, 32, 3, 2)	395182584 ns	344809509 ns	1.15
vgg16/cpu/reverse/Flux/(32, 32, 3, 16)	1585273830 ns	1431616033 ns	1.11
vgg16/cpu/reverse/Flux/(32, 32, 3, 64)	4260488961 ns	4058579611 ns	1.05
vgg16/cpu/reverse/Flux/(32, 32, 3, 2)	452914238 ns	436008182 ns	1.04
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 16)	374779030 ns	381866129 ns	0.98
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 64)	901899645 ns	905256978 ns	1.00
vgg16/cpu/forward/NamedTuple/(32, 32, 3, 2)	55190309 ns	54567006.5 ns	1.01
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 16)	367367750 ns	382293897 ns	0.96
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 64)	899735410.5 ns	870357323.5 ns	1.03
vgg16/cpu/forward/ComponentArray/(32, 32, 3, 2)	55597522 ns	54472914.5 ns	1.02
vgg16/cpu/forward/Flux/(32, 32, 3, 16)	526827152 ns	551222188 ns	0.96
vgg16/cpu/forward/Flux/(32, 32, 3, 64)	1479861454 ns	1387168504 ns	1.07
vgg16/cpu/forward/Flux/(32, 32, 3, 2)	167765083 ns	164122645 ns	1.02
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 64, 128)	1314817844.5 ns	1180058919 ns	1.11
Conv((3, 3), 64 => 64)/cpu/reverse/Zygote/(64, 64, 64, 128)	1575014115 ns	1610297742 ns	0.98
Conv((3, 3), 64 => 64)/cpu/reverse/Tracker/(64, 64, 64, 128)	2398467933 ns	2289727615.5 ns	1.05
Conv((3, 3), 64 => 64)/cpu/reverse/ReverseDiff/(64, 64, 64, 128)	2427384218 ns	2640437136 ns	0.92
Conv((3, 3), 64 => 64)/cpu/reverse/Flux/(64, 64, 64, 128)	2180036687 ns	2193753011.5 ns	0.99
Conv((3, 3), 64 => 64)/cpu/reverse/Enzyme/(64, 64, 64, 128)	2237899044 ns	2122924359 ns	1.05
Conv((3, 3), 64 => 64)/cpu/forward/NamedTuple/(64, 64, 64, 128)	285419226 ns	282003619 ns	1.01
Conv((3, 3), 64 => 64)/cpu/forward/ComponentArray/(64, 64, 64, 128)	285127178.5 ns	286261947 ns	1.00
Conv((3, 3), 64 => 64)/cpu/forward/Flux/(64, 64, 64, 128)	456543369 ns	437257287 ns	1.04
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 1, 128)	12020070 ns	11806435 ns	1.02
Conv((3, 3), 1 => 1)/cpu/reverse/Zygote/(64, 64, 1, 128)	34753186 ns	34527638 ns	1.01
Conv((3, 3), 1 => 1)/cpu/reverse/Tracker/(64, 64, 1, 128)	16664217 ns	16364743 ns	1.02
Conv((3, 3), 1 => 1)/cpu/reverse/ReverseDiff/(64, 64, 1, 128)	21264382 ns	21004093 ns	1.01
Conv((3, 3), 1 => 1)/cpu/reverse/Flux/(64, 64, 1, 128)	15351989 ns	15284140 ns	1.00
Conv((3, 3), 1 => 1)/cpu/reverse/SimpleChains/(64, 64, 1, 128)	1193025 ns	1148921.5 ns	1.04
Conv((3, 3), 1 => 1)/cpu/reverse/Enzyme/(64, 64, 1, 128)	35851437.5 ns	35777843.5 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/NamedTuple/(64, 64, 1, 128)	4515987 ns	4500694 ns	1.00
Conv((3, 3), 1 => 1)/cpu/forward/ComponentArray/(64, 64, 1, 128)	4589579 ns	4506207 ns	1.02
Conv((3, 3), 1 => 1)/cpu/forward/Flux/(64, 64, 1, 128)	2002427.5 ns	2045686 ns	0.98
Conv((3, 3), 1 => 1)/cpu/forward/SimpleChains/(64, 64, 1, 128)	244667 ns	196300 ns	1.25
Dense(200 => 200)/cpu/reverse/ReverseDiff (compiled)/(200, 128)	381681 ns	378068 ns	1.01
Dense(200 => 200)/cpu/reverse/Zygote/(200, 128)	304498 ns	314462 ns	0.97
Dense(200 => 200)/cpu/reverse/Tracker/(200, 128)	388380 ns	377972 ns	1.03
Dense(200 => 200)/cpu/reverse/ReverseDiff/(200, 128)	517516 ns	520691 ns	0.99
Dense(200 => 200)/cpu/reverse/Flux/(200, 128)	294910 ns	289716 ns	1.02
Dense(200 => 200)/cpu/reverse/SimpleChains/(200, 128)	409033 ns	401777 ns	1.02
Dense(200 => 200)/cpu/reverse/Enzyme/(200, 128)	430443 ns	425321 ns	1.01
Dense(200 => 200)/cpu/forward/NamedTuple/(200, 128)	164637 ns	157406 ns	1.05
Dense(200 => 200)/cpu/forward/ComponentArray/(200, 128)	155045 ns	162456 ns	0.95
Dense(200 => 200)/cpu/forward/Flux/(200, 128)	93285 ns	91953 ns	1.01
Dense(200 => 200)/cpu/forward/SimpleChains/(200, 128)	104535 ns	104407 ns	1.00
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff (compiled)/(64, 64, 16, 128)	312422589 ns	297649242 ns	1.05
Conv((3, 3), 16 => 16)/cpu/reverse/Zygote/(64, 64, 16, 128)	290463113 ns	287837994 ns	1.01
Conv((3, 3), 16 => 16)/cpu/reverse/Tracker/(64, 64, 16, 128)	571203973 ns	545531151.5 ns	1.05
Conv((3, 3), 16 => 16)/cpu/reverse/ReverseDiff/(64, 64, 16, 128)	683798344 ns	655809148 ns	1.04
Conv((3, 3), 16 => 16)/cpu/reverse/Flux/(64, 64, 16, 128)	590381756 ns	554893727 ns	1.06
Conv((3, 3), 16 => 16)/cpu/reverse/SimpleChains/(64, 64, 16, 128)	339651259 ns	316084028.5 ns	1.07
Conv((3, 3), 16 => 16)/cpu/reverse/Enzyme/(64, 64, 16, 128)	615147910.5 ns	583442251.5 ns	1.05
Conv((3, 3), 16 => 16)/cpu/forward/NamedTuple/(64, 64, 16, 128)	40167611.5 ns	40159465 ns	1.00
Conv((3, 3), 16 => 16)/cpu/forward/ComponentArray/(64, 64, 16, 128)	39800524 ns	40173961.5 ns	0.99
Conv((3, 3), 16 => 16)/cpu/forward/Flux/(64, 64, 16, 128)	107566981.5 ns	96663497 ns	1.11
Conv((3, 3), 16 => 16)/cpu/forward/SimpleChains/(64, 64, 16, 128)	29363022 ns	28321531 ns	1.04
Dense(2000 => 2000)/cpu/reverse/ReverseDiff (compiled)/(2000, 128)	21121686 ns	21078472 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Zygote/(2000, 128)	17433210 ns	17393481 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Tracker/(2000, 128)	22824955.5 ns	22657728 ns	1.01
Dense(2000 => 2000)/cpu/reverse/ReverseDiff/(2000, 128)	26452674 ns	28019412 ns	0.94
Dense(2000 => 2000)/cpu/reverse/Flux/(2000, 128)	19392595 ns	19298592.5 ns	1.00
Dense(2000 => 2000)/cpu/reverse/Enzyme/(2000, 128)	20920397.5 ns	20720819 ns	1.01
Dense(2000 => 2000)/cpu/forward/NamedTuple/(2000, 128)	6135208.5 ns	6086608 ns	1.01
Dense(2000 => 2000)/cpu/forward/ComponentArray/(2000, 128)	6112049 ns	6101998 ns	1.00
Dense(2000 => 2000)/cpu/forward/Flux/(2000, 128)	6475517 ns	6509879.5 ns	0.99

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