feat: lower wrap to pad + rotate + select #1779
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wsmoses
reviewed
Dec 15, 2025
| // | ||
| // Pattern: wrap(x, lhs=L, rhs=R) => | ||
| // p0 = pad(x, lhs=L, rhs=R) | ||
| // p1 = rotate(p0, L) |
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I think the comment [presumably copilot generated] about the amount to rotate is wrong
wsmoses
reviewed
Dec 15, 2025
|
|
||
| // Only apply if there's no sharding (for now, to be conservative) | ||
| if (mlir::sdy::getSharding(wrap)) | ||
| return failure(); |
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I think this is wrong, we instead only want to apply if there are multiple devices along the relevant axis, x/ref:
wsmoses
reviewed
Dec 15, 2025
Collaborator
Author
module {
sdy.mesh @mesh = <["x"=12]>
func.func @wrap(%arg0: tensor<2304xf64> {enzymexla.memory_effects = [], sdy.sharding = #sdy.sharding<@mesh, [{"x"}]>}) -> (tensor<2308xf64> {sdy.sharding = #sdy.sharding<@mesh, [{"x":(1)4}]>}, tensor<2304xf64> {sdy.sharding = #sdy.sharding<@mesh, [{"x"}]>}) attributes {enzymexla.memory_effects = []} {
%0 = "enzymexla.wrap"(%arg0) <{dimension = 0 : i64, lhs = 2 : i64, rhs = 2 : i64}> {sdy.sharding = #sdy.sharding_per_value<[<@mesh, [{"x"}]>]>} : (tensor<2304xf64>) -> tensor<2308xf64>
return %0, %arg0 : tensor<2308xf64>, tensor<2304xf64>
}
} |
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EnzymeJAX Benchmarks
Details
| Benchmark suite | Current: 10118c1 | Previous: 86e1b64 | Ratio |
|---|---|---|---|
actmtch / JaXPipe / cpu / Primal |
0.0000045299610001166 s |
0.000004636931999812077 s |
0.98 |
actmtch / Jax / cpu / Primal |
0.000004577215000153956 s |
0.000004719617999853654 s |
0.97 |
actmtch / HLOOpt / cpu / Primal |
0.000005361985000035929 s |
0.000005350891000034608 s |
1.00 |
actmtch / PartOpt / cpu / Primal |
0.00000462241199966229 s |
0.000004611802999988868 s |
1.00 |
actmtch / IPartOpt / cpu / Primal |
0.000004610322000189626 s |
0.000004777574999934586 s |
0.96 |
actmtch / DefOpt / cpu / Primal |
0.0000052765870000257564 s |
0.000005497881999872334 s |
0.96 |
actmtch / IDefOpt / cpu / Primal |
0.000005268874000194046 s |
0.000005338425999980245 s |
0.99 |
actmtch / JaXPipe / cpu / Forward |
0.000008057844000177284 s |
0.000008428625000306056 s |
0.96 |
actmtch / Jax / cpu / Forward |
0.000007149969000238343 s |
0.000007338081000398233 s |
0.97 |
actmtch / HLOOpt / cpu / Forward |
0.00000805282100009208 s |
0.000008496758000092086 s |
0.95 |
actmtch / PartOpt / cpu / Forward |
0.000008222218999890175 s |
0.000008535670000128447 s |
0.96 |
actmtch / IPartOpt / cpu / Forward |
0.000008276198000203295 s |
0.000008308252000006178 s |
1.00 |
actmtch / DefOpt / cpu / Forward |
0.000008242905999850336 s |
0.000008441143999789346 s |
0.98 |
actmtch / IDefOpt / cpu / Forward |
0.000008068217000072763 s |
0.000008768393000082142 s |
0.92 |
actmtch / JaXPipe / cpu / PreRev |
0.00000812727900029131 s |
0.000008287999999993189 s |
0.98 |
actmtch / JaXPipe / cpu / PostRev |
0.000007230410999909509 s |
0.000007200694999937696 s |
1.00 |
actmtch / JaXPipe / cpu / BothRev |
0.000008216351000100986 s |
0.00000871547399992778 s |
0.94 |
actmtch / Jax / cpu / BothRev |
0.000007246890999795141 s |
0.000007500232999973378 s |
0.97 |
actmtch / HLOOpt / cpu / PreRev |
0.00000815659299996696 s |
0.00000867037599982723 s |
0.94 |
actmtch / HLOOpt / cpu / PostRev |
0.000008225118000154907 s |
0.000008888202999969507 s |
0.93 |
actmtch / HLOOpt / cpu / BothRev |
0.000008150235999892175 s |
0.000008229554000081407 s |
0.99 |
actmtch / PartOpt / cpu / PreRev |
0.000008202576000257977 s |
0.000008290669999951206 s |
0.99 |
actmtch / PartOpt / cpu / PostRev |
0.000007291269999768701 s |
0.0000072005239999271 s |
1.01 |
actmtch / PartOpt / cpu / BothRev |
0.0000081754349998846 s |
0.000008615386999736075 s |
0.95 |
actmtch / IPartOpt / cpu / PreRev |
0.000008276182999907178 s |
0.000008524846999989677 s |
0.97 |
actmtch / IPartOpt / cpu / PostRev |
0.000007169010999859893 s |
0.000007177027999659913 s |
1.00 |
actmtch / IPartOpt / cpu / BothRev |
0.000008269523999842931 s |
0.000008280796000235568 s |
1.00 |
actmtch / DefOpt / cpu / PreRev |
0.00000822872200023994 s |
0.000008250992000284895 s |
1.00 |
actmtch / DefOpt / cpu / PostRev |
0.000008215345999815326 s |
0.000008581278999827191 s |
0.96 |
actmtch / DefOpt / cpu / BothRev |
0.000008178049999969517 s |
0.000008228536000387976 s |
0.99 |
actmtch / IDefOpt / cpu / PreRev |
0.000008161081000253034 s |
0.000008299637000163784 s |
0.98 |
actmtch / IDefOpt / cpu / PostRev |
0.000008525416999873414 s |
0.000008786022000094817 s |
0.97 |
actmtch / IDefOpt / cpu / BothRev |
0.00000812784699974145 s |
0.000008339888000136852 s |
0.97 |
actmtch / JaXPipe / cpu / Primal |
0.000009191176010062918 s |
0.000004636931999812077 s |
1.98 |
actmtch / Jax / cpu / Primal |
0.000008887110991054214 s |
0.000004719617999853654 s |
1.88 |
actmtch / HLOOpt / cpu / Primal |
0.000011173737002536654 s |
0.000005350891000034608 s |
2.09 |
actmtch / PartOpt / cpu / Primal |
0.000009484587993938476 s |
0.000004611802999988868 s |
2.06 |
actmtch / IPartOpt / cpu / Primal |
0.000009237318998202682 s |
0.000004777574999934586 s |
1.93 |
actmtch / DefOpt / cpu / Primal |
0.000011297891003778203 s |
0.000005497881999872334 s |
2.05 |
actmtch / IDefOpt / cpu / Primal |
0.000011848056004964749 s |
0.000005338425999980245 s |
2.22 |
actmtch / JaXPipe / cpu / Forward |
0.000016533181988052092 s |
0.000008428625000306056 s |
1.96 |
actmtch / Jax / cpu / Forward |
0.000013543048000428826 s |
0.000007338081000398233 s |
1.85 |
actmtch / HLOOpt / cpu / Forward |
0.000017598741993424483 s |
0.000008496758000092086 s |
2.07 |
actmtch / PartOpt / cpu / Forward |
0.000017484486001194455 s |
0.000008535670000128447 s |
2.05 |
actmtch / IPartOpt / cpu / Forward |
0.000017366724991006776 s |
0.000008308252000006178 s |
2.09 |
actmtch / DefOpt / cpu / Forward |
0.000017703909004922023 s |
0.000008441143999789346 s |
2.10 |
actmtch / IDefOpt / cpu / Forward |
0.00001723610100452788 s |
0.000008768393000082142 s |
1.97 |
actmtch / JaXPipe / cpu / PreRev |
0.000017512406993773767 s |
0.000008287999999993189 s |
2.11 |
actmtch / JaXPipe / cpu / PostRev |
0.000013056537994998508 s |
0.000007200694999937696 s |
1.81 |
actmtch / JaXPipe / cpu / BothRev |
0.000016699525993317367 s |
0.00000871547399992778 s |
1.92 |
actmtch / Jax / cpu / BothRev |
0.000013746545009780675 s |
0.000007500232999973378 s |
1.83 |
actmtch / HLOOpt / cpu / PreRev |
0.000016706055990653112 s |
0.00000867037599982723 s |
1.93 |
actmtch / HLOOpt / cpu / PostRev |
0.0000168785290006781 s |
0.000008888202999969507 s |
1.90 |
actmtch / HLOOpt / cpu / BothRev |
0.000016689140000380577 s |
0.000008229554000081407 s |
2.03 |
actmtch / PartOpt / cpu / PreRev |
0.000015867715002968906 s |
0.000008290669999951206 s |
1.91 |
actmtch / PartOpt / cpu / PostRev |
0.000013477265994879416 s |
0.0000072005239999271 s |
1.87 |
actmtch / PartOpt / cpu / BothRev |
0.00001586031100305263 s |
0.000008615386999736075 s |
1.84 |
actmtch / IPartOpt / cpu / PreRev |
0.00001584362100402359 s |
0.000008524846999989677 s |
1.86 |
actmtch / IPartOpt / cpu / PostRev |
0.000012797029994544573 s |
0.000007177027999659913 s |
1.78 |
actmtch / IPartOpt / cpu / BothRev |
0.000015911960988887584 s |
0.000008280796000235568 s |
1.92 |
actmtch / DefOpt / cpu / PreRev |
0.00001673686499998439 s |
0.000008250992000284895 s |
2.03 |
actmtch / DefOpt / cpu / PostRev |
0.000015769174002343788 s |
0.000008581278999827191 s |
1.84 |
actmtch / DefOpt / cpu / BothRev |
0.000016130427000462078 s |
0.000008228536000387976 s |
1.96 |
actmtch / IDefOpt / cpu / PreRev |
0.000017240025990759022 s |
0.000008299637000163784 s |
2.08 |
actmtch / IDefOpt / cpu / PostRev |
0.000017443910997826606 s |
0.000008786022000094817 s |
1.99 |
actmtch / IDefOpt / cpu / BothRev |
0.000016715403995476665 s |
0.000008339888000136852 s |
2.00 |
actmtch / JaXPipe / tpu / Primal |
0.0001494256990008 s |
0.0001546464879938 s |
0.97 |
actmtch / Jax / tpu / Primal |
0.0001483012979988 s |
0.000154498238 s |
0.96 |
actmtch / HLOOpt / tpu / Primal |
0.0001497533590008 s |
0.0001552490979956 s |
0.96 |
actmtch / PartOpt / tpu / Primal |
0.0001468739679985 s |
0.0001544243680109 s |
0.95 |
actmtch / IPartOpt / tpu / Primal |
0.0001482718289989 s |
0.0001532149480044 s |
0.97 |
actmtch / DefOpt / tpu / Primal |
0.0001501222380029 s |
0.0001522199379978 s |
0.99 |
actmtch / IDefOpt / tpu / Primal |
0.0001509769980002 s |
0.0001514220480021 s |
1.00 |
actmtch / JaXPipe / tpu / Forward |
0.0002065500880016 s |
0.0002295606469997 s |
0.90 |
actmtch / Jax / tpu / Forward |
0.0002010671980024 s |
0.0002344534669973 s |
0.86 |
actmtch / HLOOpt / tpu / Forward |
0.0002042577780011 s |
0.0002271625269931 s |
0.90 |
actmtch / PartOpt / tpu / Forward |
0.000204925897 s |
0.0002398950170027 s |
0.85 |
actmtch / IPartOpt / tpu / Forward |
0.0002227783769994 s |
0.0002373626269982 s |
0.94 |
actmtch / DefOpt / tpu / Forward |
0.0002232551079978 s |
0.0002031761869875 s |
1.10 |
actmtch / IDefOpt / tpu / Forward |
0.0002261912479989 s |
0.0002275427169952 s |
0.99 |
actmtch / JaXPipe / tpu / PreRev |
0.0001995166380002 s |
0.000224054227001 s |
0.89 |
actmtch / JaXPipe / tpu / PostRev |
0.0002259357670009 s |
0.0002249988969997 s |
1.00 |
actmtch / JaXPipe / tpu / BothRev |
0.0002145352480001 s |
0.0002269542269932 s |
0.95 |
actmtch / Jax / tpu / BothRev |
0.0002080836480017 s |
0.0002332477369927 s |
0.89 |
actmtch / HLOOpt / tpu / PreRev |
0.0002078556380001 s |
0.0002403364860074 s |
0.86 |
actmtch / HLOOpt / tpu / PostRev |
0.0002226973779979 s |
0.0002400932969903 s |
0.93 |
actmtch / HLOOpt / tpu / BothRev |
0.0002315838670001 s |
0.0002499117859988 s |
0.93 |
actmtch / PartOpt / tpu / PreRev |
0.0002310206479996 s |
0.0002526792569988 s |
0.91 |
actmtch / PartOpt / tpu / PostRev |
0.0002195997880007 s |
0.0002437325659993 s |
0.90 |
actmtch / PartOpt / tpu / BothRev |
0.000221660287003 s |
0.0002488670959864 s |
0.89 |
actmtch / IPartOpt / tpu / PreRev |
0.0002158240779972 s |
0.0002293830769922 s |
0.94 |
actmtch / IPartOpt / tpu / PostRev |
0.0001956414880005 s |
0.000223271077004 s |
0.88 |
actmtch / IPartOpt / tpu / BothRev |
0.0002116664280001 s |
0.0002268755569966 s |
0.93 |
actmtch / DefOpt / tpu / PreRev |
0.0002114262579998 s |
0.0001934849069948 s |
1.09 |
actmtch / DefOpt / tpu / PostRev |
0.0001952002180005 s |
0.0001937454870057 s |
1.01 |
actmtch / DefOpt / tpu / BothRev |
0.0001976461880003 s |
0.0002096888969972 s |
0.94 |
actmtch / IDefOpt / tpu / PreRev |
0.000195777867997 s |
0.0002088126570015 s |
0.94 |
actmtch / IDefOpt / tpu / PostRev |
0.0002026392480001 s |
0.0002115977280045 s |
0.96 |
actmtch / IDefOpt / tpu / BothRev |
0.0002172186679999 s |
0.0002063776769937 s |
1.05 |
actmtch / JaXPipe / cpu / Primal |
0.000006355577999784145 s |
0.000004636931999812077 s |
1.37 |
actmtch / Jax / cpu / Primal |
0.000006425103999390558 s |
0.000004719617999853654 s |
1.36 |
actmtch / HLOOpt / cpu / Primal |
0.0000079413220000788 s |
0.000005350891000034608 s |
1.48 |
actmtch / PartOpt / cpu / Primal |
0.000006394222999915655 s |
0.000004611802999988868 s |
1.39 |
actmtch / IPartOpt / cpu / Primal |
0.000006702116999804275 s |
0.000004777574999934586 s |
1.40 |
actmtch / DefOpt / cpu / Primal |
0.000008019383999453567 s |
0.000005497881999872334 s |
1.46 |
actmtch / IDefOpt / cpu / Primal |
0.000007667847000448092 s |
0.000005338425999980245 s |
1.44 |
actmtch / JaXPipe / cpu / Forward |
0.000010793462999572512 s |
0.000008428625000306056 s |
1.28 |
actmtch / Jax / cpu / Forward |
0.000009568552000018828 s |
0.000007338081000398233 s |
1.30 |
actmtch / HLOOpt / cpu / Forward |
0.000011394384000595891 s |
0.000008496758000092086 s |
1.34 |
actmtch / PartOpt / cpu / Forward |
0.000011453406999862635 s |
0.000008535670000128447 s |
1.34 |
actmtch / IPartOpt / cpu / Forward |
0.000011520304000441683 s |
0.000008308252000006178 s |
1.39 |
actmtch / DefOpt / cpu / Forward |
0.000011405139000089549 s |
0.000008441143999789346 s |
1.35 |
actmtch / IDefOpt / cpu / Forward |
0.000011444951000157744 s |
0.000008768393000082142 s |
1.31 |
actmtch / JaXPipe / cpu / PreRev |
0.000011478022000119382 s |
0.000008287999999993189 s |
1.38 |
actmtch / JaXPipe / cpu / PostRev |
0.000009039665999807769 s |
0.000007200694999937696 s |
1.26 |
actmtch / JaXPipe / cpu / BothRev |
0.000011537101000612892 s |
0.00000871547399992778 s |
1.32 |
actmtch / Jax / cpu / BothRev |
0.000009765650000190362 s |
0.000007500232999973378 s |
1.30 |
actmtch / HLOOpt / cpu / PreRev |
0.000011562245000277472 s |
0.00000867037599982723 s |
1.33 |
actmtch / HLOOpt / cpu / PostRev |
0.000011490280999169044 s |
0.000008888202999969507 s |
1.29 |
actmtch / HLOOpt / cpu / BothRev |
0.0000117564450001737 s |
0.000008229554000081407 s |
1.43 |
actmtch / PartOpt / cpu / PreRev |
0.000011784283999986655 s |
0.000008290669999951206 s |
1.42 |
actmtch / PartOpt / cpu / PostRev |
0.00001010363800014602 s |
0.0000072005239999271 s |
1.40 |
actmtch / PartOpt / cpu / BothRev |
0.000011222982000617777 s |
0.000008615386999736075 s |
1.30 |
actmtch / IPartOpt / cpu / PreRev |
0.00001186483000037697 s |
0.000008524846999989677 s |
1.39 |
actmtch / IPartOpt / cpu / PostRev |
0.000009635903999878793 s |
0.000007177027999659913 s |
1.34 |
actmtch / IPartOpt / cpu / BothRev |
0.00001105148700025893 s |
0.000008280796000235568 s |
1.33 |
actmtch / DefOpt / cpu / PreRev |
0.00001156390999949508 s |
0.000008250992000284895 s |
1.40 |
actmtch / DefOpt / cpu / PostRev |
0.000011022707999472914 s |
0.000008581278999827191 s |
1.28 |
actmtch / DefOpt / cpu / BothRev |
0.000011607542000092508 s |
0.000008228536000387976 s |
1.41 |
actmtch / IDefOpt / cpu / PreRev |
0.000010984703999383785 s |
0.000008299637000163784 s |
1.32 |
actmtch / IDefOpt / cpu / PostRev |
0.00001155529999959981 s |
0.000008786022000094817 s |
1.32 |
actmtch / IDefOpt / cpu / BothRev |
0.00001146782100022392 s |
0.000008339888000136852 s |
1.38 |
actmtch / JaXPipe / cpu / Primal |
0.000004316458000175771 s |
0.000004636931999812077 s |
0.93 |
actmtch / Jax / cpu / Primal |
0.000004070832999786944 s |
0.000004719617999853654 s |
0.86 |
actmtch / HLOOpt / cpu / Primal |
0.000004709124999862979 s |
0.000005350891000034608 s |
0.88 |
actmtch / PartOpt / cpu / Primal |
0.000004203457998301019 s |
0.000004611802999988868 s |
0.91 |
actmtch / IPartOpt / cpu / Primal |
0.0000042239169997628775 s |
0.000004777574999934586 s |
0.88 |
actmtch / DefOpt / cpu / Primal |
0.000004807625000466942 s |
0.000005497881999872334 s |
0.87 |
actmtch / IDefOpt / cpu / Primal |
0.000004556125000817701 s |
0.000005338425999980245 s |
0.85 |
actmtch / JaXPipe / cpu / Forward |
0.000006984582998484257 s |
0.000008428625000306056 s |
0.83 |
actmtch / Jax / cpu / Forward |
0.000006357792000926565 s |
0.000007338081000398233 s |
0.87 |
actmtch / HLOOpt / cpu / Forward |
0.00000728154100033862 s |
0.000008496758000092086 s |
0.86 |
actmtch / PartOpt / cpu / Forward |
0.00000720954200005508 s |
0.000008535670000128447 s |
0.84 |
actmtch / IPartOpt / cpu / Forward |
0.000007075625000652508 s |
0.000008308252000006178 s |
0.85 |
actmtch / DefOpt / cpu / Forward |
0.000007089291999363922 s |
0.000008441143999789346 s |
0.84 |
actmtch / IDefOpt / cpu / Forward |
0.000007133416000215221 s |
0.000008768393000082142 s |
0.81 |
actmtch / JaXPipe / cpu / PreRev |
0.000007206374999441323 s |
0.000008287999999993189 s |
0.87 |
actmtch / JaXPipe / cpu / PostRev |
0.000006259458999920753 s |
0.000007200694999937696 s |
0.87 |
actmtch / JaXPipe / cpu / BothRev |
0.000007124249999833409 s |
0.00000871547399992778 s |
0.82 |
actmtch / Jax / cpu / BothRev |
0.000006187749999298831 s |
0.000007500232999973378 s |
0.83 |
actmtch / HLOOpt / cpu / PreRev |
0.000007168915999500314 s |
0.00000867037599982723 s |
0.83 |
actmtch / HLOOpt / cpu / PostRev |
0.0000070951659999991536 s |
0.000008888202999969507 s |
0.80 |
actmtch / HLOOpt / cpu / BothRev |
0.000007085374998496263 s |
0.000008229554000081407 s |
0.86 |
actmtch / PartOpt / cpu / PreRev |
0.000006995166999331559 s |
0.000008290669999951206 s |
0.84 |
actmtch / PartOpt / cpu / PostRev |
0.0000061934999994264216 s |
0.0000072005239999271 s |
0.86 |
actmtch / PartOpt / cpu / BothRev |
0.000007328125000640284 s |
0.000008615386999736075 s |
0.85 |
actmtch / IPartOpt / cpu / PreRev |
0.0000072657920009078225 s |
0.000008524846999989677 s |
0.85 |
actmtch / IPartOpt / cpu / PostRev |
0.000006387166999047622 s |
0.000007177027999659913 s |
0.89 |
actmtch / IPartOpt / cpu / BothRev |
0.000007197875000201748 s |
0.000008280796000235568 s |
0.87 |
actmtch / DefOpt / cpu / PreRev |
0.00000712708399987605 s |
0.000008250992000284895 s |
0.86 |
actmtch / DefOpt / cpu / PostRev |
0.000007044916001177625 s |
0.000008581278999827191 s |
0.82 |
actmtch / DefOpt / cpu / BothRev |
0.000007171417000790825 s |
0.000008228536000387976 s |
0.87 |
actmtch / IDefOpt / cpu / PreRev |
0.000007122917000742745 s |
0.000008299637000163784 s |
0.86 |
actmtch / IDefOpt / cpu / PostRev |
0.000007051167000099667 s |
0.000008786022000094817 s |
0.80 |
actmtch / IDefOpt / cpu / BothRev |
0.000007108584000889095 s |
0.000008339888000136852 s |
0.85 |
add_one / JaXPipe / cpu / Primal |
0.000004932380999889574 s |
0.0000048850390003281065 s |
1.01 |
add_one / Jax / cpu / Primal |
0.000004926460000206134 s |
0.000004920786000184307 s |
1.00 |
add_one / HLOOpt / cpu / Primal |
0.000004897119999895949 s |
0.000004952208000304381 s |
0.99 |
add_one / PartOpt / cpu / Primal |
0.000004973641000105999 s |
0.000004947922000155813 s |
1.01 |
add_one / IPartOpt / cpu / Primal |
0.0000048592729999654695 s |
0.000004921656000078656 s |
0.99 |
add_one / DefOpt / cpu / Primal |
0.000004935197000122571 s |
0.000004982176999874354 s |
0.99 |
add_one / IDefOpt / cpu / Primal |
0.000004890952000096149 s |
0.000004865242000050784 s |
1.01 |
add_one / JaXPipe / cpu / Forward |
0.000007953333999921597 s |
0.00000821217299971977 s |
0.97 |
add_one / Jax / cpu / Forward |
0.00000795754199998555 s |
0.000008164802999999665 s |
0.97 |
add_one / HLOOpt / cpu / Forward |
0.000007983809000052134 s |
0.000008242255999903137 s |
0.97 |
add_one / PartOpt / cpu / Forward |
0.00000797015799980727 s |
0.000008328763999998046 s |
0.96 |
add_one / IPartOpt / cpu / Forward |
0.000007914217000234202 s |
0.00000821803100006946 s |
0.96 |
add_one / DefOpt / cpu / Forward |
0.000007957867999721202 s |
0.00000817095899992637 s |
0.97 |
add_one / IDefOpt / cpu / Forward |
0.00000797153800021988 s |
0.00000825533399984124 s |
0.97 |
add_one / JaXPipe / cpu / PreRev |
0.000008643833999940397 s |
0.000009501315999841609 s |
0.91 |
add_one / JaXPipe / cpu / PostRev |
0.000008821057000204746 s |
0.00000941132199977801 s |
0.94 |
add_one / JaXPipe / cpu / BothRev |
0.000008732308000162447 s |
0.000009168089000013423 s |
0.95 |
add_one / Jax / cpu / BothRev |
0.00000877341300019907 s |
0.00000962215199979255 s |
0.91 |
add_one / HLOOpt / cpu / PreRev |
0.000008668725000006816 s |
0.000009425587999885465 s |
0.92 |
add_one / HLOOpt / cpu / PostRev |
0.000008743435999804205 s |
0.000009441856000194094 s |
0.93 |
add_one / HLOOpt / cpu / BothRev |
0.000008743653999772505 s |
0.00000941290399987338 s |
0.93 |
add_one / PartOpt / cpu / PreRev |
0.000008463525000024674 s |
0.000009261635999791906 s |
0.91 |
add_one / PartOpt / cpu / PostRev |
0.000008640806000130396 s |
0.000009491723999872193 s |
0.91 |
add_one / PartOpt / cpu / BothRev |
0.000008661072999984754 s |
0.000009074992000023483 s |
0.95 |
add_one / IPartOpt / cpu / PreRev |
0.000008666546999847923 s |
0.0000090912959999514 s |
0.95 |
add_one / IPartOpt / cpu / PostRev |
0.000008840593000059017 s |
0.000009447262000321643 s |
0.94 |
add_one / IPartOpt / cpu / BothRev |
0.0000086621590003233 s |
0.000009446809999644756 s |
0.92 |
add_one / DefOpt / cpu / PreRev |
0.000008784321000348428 s |
0.000009214174000135244 s |
0.95 |
add_one / DefOpt / cpu / PostRev |
0.000008768103999955201 s |
0.000009314504000030864 s |
0.94 |
add_one / DefOpt / cpu / BothRev |
0.00000868277500012482 s |
0.000009156780000012076 s |
0.95 |
add_one / IDefOpt / cpu / PreRev |
0.000008745658999941952 s |
0.000009332145000371385 s |
0.94 |
add_one / IDefOpt / cpu / PostRev |
0.000009109199000249646 s |
0.00000987840999960099 s |
0.92 |
add_one / IDefOpt / cpu / BothRev |
0.000008745211999666935 s |
0.000009309305999977368 s |
0.94 |
add_one / JaXPipe / cpu / Primal |
0.000009015497009386308 s |
0.0000048850390003281065 s |
1.85 |
add_one / Jax / cpu / Primal |
0.00000943399200332351 s |
0.000004920786000184307 s |
1.92 |
add_one / HLOOpt / cpu / Primal |
0.000009696160996099934 s |
0.000004952208000304381 s |
1.96 |
add_one / PartOpt / cpu / Primal |
0.000009242066007573157 s |
0.000004947922000155813 s |
1.87 |
add_one / IPartOpt / cpu / Primal |
0.000008921628003008664 s |
0.000004921656000078656 s |
1.81 |
add_one / DefOpt / cpu / Primal |
0.000009742784997797572 s |
0.000004982176999874354 s |
1.96 |
add_one / IDefOpt / cpu / Primal |
0.000009232255004462786 s |
0.000004865242000050784 s |
1.90 |
add_one / JaXPipe / cpu / Forward |
0.000014035172993317246 s |
0.00000821217299971977 s |
1.71 |
add_one / Jax / cpu / Forward |
0.000014121104992227629 s |
0.000008164802999999665 s |
1.73 |
add_one / HLOOpt / cpu / Forward |
0.000014116345002548768 s |
0.000008242255999903137 s |
1.71 |
add_one / PartOpt / cpu / Forward |
0.000015249552991008386 s |
0.000008328763999998046 s |
1.83 |
add_one / IPartOpt / cpu / Forward |
0.000014514872003928758 s |
0.00000821803100006946 s |
1.77 |
add_one / DefOpt / cpu / Forward |
0.00001545262099534739 s |
0.00000817095899992637 s |
1.89 |
add_one / IDefOpt / cpu / Forward |
0.000014708424001582898 s |
0.00000825533399984124 s |
1.78 |
add_one / JaXPipe / cpu / PreRev |
0.000016047458004322833 s |
0.000009501315999841609 s |
1.69 |
add_one / JaXPipe / cpu / PostRev |
0.000015418779003084638 s |
0.00000941132199977801 s |
1.64 |
add_one / JaXPipe / cpu / BothRev |
0.00001620298600755632 s |
0.000009168089000013423 s |
1.77 |
add_one / Jax / cpu / BothRev |
0.000016330008991644717 s |
0.00000962215199979255 s |
1.70 |
add_one / HLOOpt / cpu / PreRev |
0.000016273902001557872 s |
0.000009425587999885465 s |
1.73 |
add_one / HLOOpt / cpu / PostRev |
0.000016524518010555765 s |
0.000009441856000194094 s |
1.75 |
add_one / HLOOpt / cpu / BothRev |
0.000016317379995598457 s |
0.00000941290399987338 s |
1.73 |
add_one / PartOpt / cpu / PreRev |
0.00001626003099954687 s |
0.000009261635999791906 s |
1.76 |
add_one / PartOpt / cpu / PostRev |
0.00001623075899260584 s |
0.000009491723999872193 s |
1.71 |
add_one / PartOpt / cpu / BothRev |
0.000015223984999465755 s |
0.000009074992000023483 s |
1.68 |
add_one / IPartOpt / cpu / PreRev |
0.00001631308200012427 s |
0.0000090912959999514 s |
1.79 |
add_one / IPartOpt / cpu / PostRev |
0.000016427595997811295 s |
0.000009447262000321643 s |
1.74 |
add_one / IPartOpt / cpu / BothRev |
0.00001628866800456308 s |
0.000009446809999644756 s |
1.72 |
add_one / DefOpt / cpu / PreRev |
0.000016221241996390747 s |
0.000009214174000135244 s |
1.76 |
add_one / DefOpt / cpu / PostRev |
0.000016262874007225037 s |
0.000009314504000030864 s |
1.75 |
add_one / DefOpt / cpu / BothRev |
0.00001631155700306408 s |
0.000009156780000012076 s |
1.78 |
add_one / IDefOpt / cpu / PreRev |
0.000016303053998854013 s |
0.000009332145000371385 s |
1.75 |
add_one / IDefOpt / cpu / PostRev |
0.00001615898500313051 s |
0.00000987840999960099 s |
1.64 |
add_one / IDefOpt / cpu / BothRev |
0.000016485839005326852 s |
0.000009309305999977368 s |
1.77 |
add_one / JaXPipe / tpu / Primal |
0.0001433994990002 s |
0.0001424953690002 s |
1.01 |
add_one / Jax / tpu / Primal |
0.000152013087998 s |
0.0001452083979966 s |
1.05 |
add_one / HLOOpt / tpu / Primal |
0.0001539577579969 s |
0.0001589023779961 s |
0.97 |
add_one / PartOpt / tpu / Primal |
0.0001540675489995 s |
0.000159565828013 s |
0.97 |
add_one / IPartOpt / tpu / Primal |
0.0001433406489995 s |
0.0001612239679961 s |
0.89 |
add_one / DefOpt / tpu / Primal |
0.000143810147998 s |
0.0001584909680095 s |
0.91 |
add_one / IDefOpt / tpu / Primal |
0.0001436098690028 s |
0.0001541935880086 s |
0.93 |
add_one / JaXPipe / tpu / Forward |
0.0002157619579993 s |
0.0002269053560012 s |
0.95 |
add_one / Jax / tpu / Forward |
0.0002162953180013 s |
0.0002292465869977 s |
0.94 |
add_one / HLOOpt / tpu / Forward |
0.000220336448001 s |
0.0002305859369953 s |
0.96 |
add_one / PartOpt / tpu / Forward |
0.0002234014669993 s |
0.0002317091069999 s |
0.96 |
add_one / IPartOpt / tpu / Forward |
0.0002259161769979 s |
0.0002260781670047 s |
1.00 |
add_one / DefOpt / tpu / Forward |
0.0001888076380018 s |
0.0002279137369914 s |
0.83 |
add_one / IDefOpt / tpu / Forward |
0.0001852331379996 s |
0.0002503549559914 s |
0.74 |
add_one / JaXPipe / tpu / PreRev |
0.0001926532279976 s |
0.0002413710269902 s |
0.80 |
add_one / JaXPipe / tpu / PostRev |
0.0001926478380009 s |
0.0002278076270013 s |
0.85 |
add_one / JaXPipe / tpu / BothRev |
0.0001929761280007 s |
0.0002416278169985 s |
0.80 |
add_one / Jax / tpu / BothRev |
0.000192899767997 s |
0.0002439571459981 s |
0.79 |
add_one / HLOOpt / tpu / PreRev |
0.0001946400980014 s |
0.0002538085870037 s |
0.77 |
add_one / HLOOpt / tpu / PostRev |
0.0001945118080002 s |
0.0002386475160019 s |
0.82 |
add_one / HLOOpt / tpu / BothRev |
0.0001960046979984 s |
0.0002303117370029 s |
0.85 |
add_one / PartOpt / tpu / PreRev |
0.0002249923070012 s |
0.0002437227470072 s |
0.92 |
add_one / PartOpt / tpu / PostRev |
0.000221872127 s |
0.0002308103370014 s |
0.96 |
add_one / PartOpt / tpu / BothRev |
0.0002263879580023 s |
0.0002458728269994 s |
0.92 |
add_one / IPartOpt / tpu / PreRev |
0.0002098938480012 s |
0.0002410055169893 s |
0.87 |
add_one / IPartOpt / tpu / PostRev |
0.0001979135180008 s |
0.0002389820870012 s |
0.83 |
add_one / IPartOpt / tpu / BothRev |
0.000194993858 s |
0.0002388352370035 s |
0.82 |
add_one / DefOpt / tpu / PreRev |
0.0001867971079991 s |
0.0002301713159977 s |
0.81 |
add_one / DefOpt / tpu / PostRev |
0.0001845483879988 s |
0.0002272426970012 s |
0.81 |
add_one / DefOpt / tpu / BothRev |
0.0001821719379986 s |
0.0002384888060041 s |
0.76 |
add_one / IDefOpt / tpu / PreRev |
0.0001839445080004 s |
0.0002341510069963 s |
0.79 |
add_one / IDefOpt / tpu / PostRev |
0.0001837725780023 s |
0.0002331965969933 s |
0.79 |
add_one / IDefOpt / tpu / BothRev |
0.0001834672080003 s |
0.0002282231069984 s |
0.80 |
add_one / JaXPipe / cpu / Primal |
0.000006598670000130369 s |
0.0000048850390003281065 s |
1.35 |
add_one / Jax / cpu / Primal |
0.000006687381000119785 s |
0.000004920786000184307 s |
1.36 |
add_one / HLOOpt / cpu / Primal |
0.00000693245399997977 s |
0.000004952208000304381 s |
1.40 |
add_one / PartOpt / cpu / Primal |
0.000006963445000110369 s |
0.000004947922000155813 s |
1.41 |
add_one / IPartOpt / cpu / Primal |
0.000006725218999235949 s |
0.000004921656000078656 s |
1.37 |
add_one / DefOpt / cpu / Primal |
0.000006666628999482782 s |
0.000004982176999874354 s |
1.34 |
add_one / IDefOpt / cpu / Primal |
0.0000066697580004984045 s |
0.000004865242000050784 s |
1.37 |
add_one / JaXPipe / cpu / Forward |
0.0000099777859995811 s |
0.00000821217299971977 s |
1.21 |
add_one / Jax / cpu / Forward |
0.00001044860999991215 s |
0.000008164802999999665 s |
1.28 |
add_one / HLOOpt / cpu / Forward |
0.000010263962999488284 s |
0.000008242255999903137 s |
1.25 |
add_one / PartOpt / cpu / Forward |
0.000009877469999992171 s |
0.000008328763999998046 s |
1.19 |
add_one / IPartOpt / cpu / Forward |
0.000010399168999356332 s |
0.00000821803100006946 s |
1.27 |
add_one / DefOpt / cpu / Forward |
0.000010050177999801236 s |
0.00000817095899992637 s |
1.23 |
add_one / IDefOpt / cpu / Forward |
0.000010294882999914987 s |
0.00000825533399984124 s |
1.25 |
add_one / JaXPipe / cpu / PreRev |
0.000010701192999476916 s |
0.000009501315999841609 s |
1.13 |
add_one / JaXPipe / cpu / PostRev |
0.000011237028999858012 s |
0.00000941132199977801 s |
1.19 |
add_one / JaXPipe / cpu / BothRev |
0.000011142285999994784 s |
0.000009168089000013423 s |
1.22 |
add_one / Jax / cpu / BothRev |
0.000011249948000113364 s |
0.00000962215199979255 s |
1.17 |
add_one / HLOOpt / cpu / PreRev |
0.00001137395200021274 s |
0.000009425587999885465 s |
1.21 |
add_one / HLOOpt / cpu / PostRev |
0.0000111928149999585 s |
0.000009441856000194094 s |
1.19 |
add_one / HLOOpt / cpu / BothRev |
0.000011250625000684522 s |
0.00000941290399987338 s |
1.20 |
add_one / PartOpt / cpu / PreRev |
0.00001136408499951358 s |
0.000009261635999791906 s |
1.23 |
add_one / PartOpt / cpu / PostRev |
0.000011237921999963874 s |
0.000009491723999872193 s |
1.18 |
add_one / PartOpt / cpu / BothRev |
0.000010580434000075912 s |
0.000009074992000023483 s |
1.17 |
add_one / IPartOpt / cpu / PreRev |
0.0000112166070002786 s |
0.0000090912959999514 s |
1.23 |
add_one / IPartOpt / cpu / PostRev |
0.00001121535699985543 s |
0.000009447262000321643 s |
1.19 |
add_one / IPartOpt / cpu / BothRev |
0.00001127505500062398 s |
0.000009446809999644756 s |
1.19 |
add_one / DefOpt / cpu / PreRev |
0.000011264845999903628 s |
0.000009214174000135244 s |
1.22 |
add_one / DefOpt / cpu / PostRev |
0.000011243032000493258 s |
0.000009314504000030864 s |
1.21 |
add_one / DefOpt / cpu / BothRev |
0.000011242339999625984 s |
0.000009156780000012076 s |
1.23 |
add_one / IDefOpt / cpu / PreRev |
0.000011389584999960788 s |
0.000009332145000371385 s |
1.22 |
add_one / IDefOpt / cpu / PostRev |
0.00001126453999950172 s |
0.00000987840999960099 s |
1.14 |
add_one / IDefOpt / cpu / BothRev |
0.000010641014000611904 s |
0.000009309305999977368 s |
1.14 |
add_one / JaXPipe / cpu / Primal |
0.000004142957999647479 s |
0.0000048850390003281065 s |
0.85 |
add_one / Jax / cpu / Primal |
0.000004246708000209765 s |
0.000004920786000184307 s |
0.86 |
add_one / HLOOpt / cpu / Primal |
0.000004077167001014459 s |
0.000004952208000304381 s |
0.82 |
add_one / PartOpt / cpu / Primal |
0.000004115416000786354 s |
0.000004947922000155813 s |
0.83 |
add_one / IPartOpt / cpu / Primal |
0.000004153666999627603 s |
0.000004921656000078656 s |
0.84 |
add_one / DefOpt / cpu / Primal |
0.000004195665998850018 s |
0.000004982176999874354 s |
0.84 |
add_one / IDefOpt / cpu / Primal |
0.000004209750000882196 s |
0.000004865242000050784 s |
0.87 |
add_one / JaXPipe / cpu / Forward |
0.000006359167000482557 s |
0.00000821217299971977 s |
0.77 |
add_one / Jax / cpu / Forward |
0.000006398792000254616 s |
0.000008164802999999665 s |
0.78 |
add_one / HLOOpt / cpu / Forward |
0.000006508917000246584 s |
0.000008242255999903137 s |
0.79 |
add_one / PartOpt / cpu / Forward |
0.000006376166000336525 s |
0.000008328763999998046 s |
0.77 |
add_one / IPartOpt / cpu / Forward |
0.000006298124999375432 s |
0.00000821803100006946 s |
0.77 |
add_one / DefOpt / cpu / Forward |
0.000006421958998544142 s |
0.00000817095899992637 s |
0.79 |
add_one / IDefOpt / cpu / Forward |
0.0000064409579990751806 s |
0.00000825533399984124 s |
0.78 |
add_one / JaXPipe / cpu / PreRev |
0.000007563957999082049 s |
0.000009501315999841609 s |
0.80 |
add_one / JaXPipe / cpu / PostRev |
0.000007740208999166498 s |
0.00000941132199977801 s |
0.82 |
add_one / JaXPipe / cpu / BothRev |
0.000007378915999652236 s |
0.000009168089000013423 s |
0.80 |
add_one / Jax / cpu / BothRev |
0.000007390542001303402 s |
0.00000962215199979255 s |
0.77 |
add_one / HLOOpt / cpu / PreRev |
0.000007398707999527687 s |
0.000009425587999885465 s |
0.78 |
add_one / HLOOpt / cpu / PostRev |
0.000007297124999240623 s |
0.000009441856000194094 s |
0.77 |
add_one / HLOOpt / cpu / BothRev |
0.000007368832999418373 s |
0.00000941290399987338 s |
0.78 |
add_one / PartOpt / cpu / PreRev |
0.000007347583999944618 s |
0.000009261635999791906 s |
0.79 |
add_one / PartOpt / cpu / PostRev |
0.000007486167000024579 s |
0.000009491723999872193 s |
0.79 |
add_one / PartOpt / cpu / BothRev |
0.000007607459001519601 s |
0.000009074992000023483 s |
0.84 |
add_one / IPartOpt / cpu / PreRev |
0.000007072750000588713 s |
0.0000090912959999514 s |
0.78 |
add_one / IPartOpt / cpu / PostRev |
0.000007432832999256788 s |
0.000009447262000321643 s |
0.79 |
add_one / IPartOpt / cpu / BothRev |
0.000007375584000328672 s |
0.000009446809999644756 s |
0.78 |
add_one / DefOpt / cpu / PreRev |
0.0000072822500005713665 s |
0.000009214174000135244 s |
0.79 |
add_one / DefOpt / cpu / PostRev |
0.000007426374999340623 s |
0.000009314504000030864 s |
0.80 |
add_one / DefOpt / cpu / BothRev |
0.000007327249999434571 s |
0.000009156780000012076 s |
0.80 |
add_one / IDefOpt / cpu / PreRev |
0.000007375209001111215 s |
0.000009332145000371385 s |
0.79 |
add_one / IDefOpt / cpu / PostRev |
0.000007216125000923057 s |
0.00000987840999960099 s |
0.73 |
add_one / IDefOpt / cpu / BothRev |
0.00000769054100055655 s |
0.000009309305999977368 s |
0.83 |
add_two / JaXPipe / cpu / Primal |
0.000005118977999700291 s |
0.000005080867999822658 s |
1.01 |
add_two / Jax / cpu / Primal |
0.000005114555000091059 s |
0.000005192537999846536 s |
0.98 |
add_two / HLOOpt / cpu / Primal |
0.000005009562999930495 s |
0.0000051408899998932615 s |
0.97 |
add_two / PartOpt / cpu / Primal |
0.000005111451000175294 s |
0.000005256336999991617 s |
0.97 |
add_two / IPartOpt / cpu / Primal |
0.000005082786999992095 s |
0.000005084167000404705 s |
1.00 |
add_two / DefOpt / cpu / Primal |
0.000005102188999899227 s |
0.000005136123000283988 s |
0.99 |
add_two / IDefOpt / cpu / Primal |
0.000005103487000269524 s |
0.00000513761299998805 s |
0.99 |
add_two / JaXPipe / cpu / Forward |
0.000008095167000192305 s |
0.000008366127000044798 s |
0.97 |
add_two / Jax / cpu / Forward |
0.000008112816999982896 s |
0.000008403917000123329 s |
0.97 |
add_two / HLOOpt / cpu / Forward |
0.000008085573999778718 s |
0.000008459104999928968 s |
0.96 |
add_two / PartOpt / cpu / Forward |
0.000008159721000083665 s |
0.000008435409999947297 s |
0.97 |
add_two / IPartOpt / cpu / Forward |
0.000008082209000349394 s |
0.000008442723999905866 s |
0.96 |
add_two / DefOpt / cpu / Forward |
0.000008128110000143352 s |
0.000008493671999985963 s |
0.96 |
add_two / IDefOpt / cpu / Forward |
0.000008136330000070303 s |
0.000008518900000126451 s |
0.96 |
add_two / JaXPipe / cpu / PreRev |
0.000011070343000028515 s |
0.000011574934999771358 s |
0.96 |
add_two / JaXPipe / cpu / PostRev |
0.000010788781999963249 s |
0.00001150728699985848 s |
0.94 |
add_two / JaXPipe / cpu / BothRev |
0.000010696140000163723 s |
0.000011603482000282385 s |
0.92 |
add_two / Jax / cpu / BothRev |
0.000010645975999977964 s |
0.000011376233999726536 s |
0.94 |
add_two / HLOOpt / cpu / PreRev |
0.000010511810000025434 s |
0.000011577757999930328 s |
0.91 |
add_two / HLOOpt / cpu / PostRev |
0.000010657101000106195 s |
0.00001148730099976092 s |
0.93 |
add_two / HLOOpt / cpu / BothRev |
0.000010560757999883208 s |
0.000011218454999834649 s |
0.94 |
add_two / PartOpt / cpu / PreRev |
0.000010609581000153412 s |
0.000011547868999969068 s |
0.92 |
add_two / PartOpt / cpu / PostRev |
0.0000106687200000124 s |
0.00001167669999995269 s |
0.91 |
add_two / PartOpt / cpu / BothRev |
0.000010285495999596605 s |
0.00001242230899970309 s |
0.83 |
add_two / IPartOpt / cpu / PreRev |
0.000010703101999752109 s |
0.000012114686000131767 s |
0.88 |
add_two / IPartOpt / cpu / PostRev |
0.000010487358000318636 s |
0.000011636294999789243 s |
0.90 |
add_two / IPartOpt / cpu / BothRev |
0.00001055090099998779 s |
0.000011568424999950368 s |
0.91 |
add_two / DefOpt / cpu / PreRev |
0.00001062629200032461 s |
0.000011757789000057528 s |
0.90 |
add_two / DefOpt / cpu / PostRev |
0.000010448147000261089 s |
0.000011533652000252914 s |
0.91 |
add_two / DefOpt / cpu / BothRev |
0.000010592405999886975 s |
0.000011625819000073534 s |
0.91 |
add_two / IDefOpt / cpu / PreRev |
0.00001065628900005322 s |
0.000011610262999965926 s |
0.92 |
add_two / IDefOpt / cpu / PostRev |
0.00001105930099993202 s |
0.000011931012999866652 s |
0.93 |
add_two / IDefOpt / cpu / BothRev |
0.000010736190999978134 s |
0.000011534400999607895 s |
0.93 |
add_two / JaXPipe / cpu / Primal |
0.00000977473300008569 s |
0.000005080867999822658 s |
1.92 |
add_two / Jax / cpu / Primal |
0.000010340141991036944 s |
0.000005192537999846536 s |
1.99 |
add_two / HLOOpt / cpu / Primal |
0.000010318398009985686 s |
0.0000051408899998932615 s |
2.01 |
add_two / PartOpt / cpu / Primal |
0.000009836879995418711 s |
0.000005256336999991617 s |
1.87 |
add_two / IPartOpt / cpu / Primal |
0.00000983915499818977 s |
0.000005084167000404705 s |
1.94 |
add_two / DefOpt / cpu / Primal |
0.00000977370199689176 s |
0.000005136123000283988 s |
1.90 |
add_two / IDefOpt / cpu / Primal |
0.00001034531299956143 s |
0.00000513761299998805 s |
2.01 |
add_two / JaXPipe / cpu / Forward |
0.000014931987010641024 s |
0.000008366127000044798 s |
1.78 |
add_two / Jax / cpu / Forward |
0.00001564660000440199 s |
0.000008403917000123329 s |
1.86 |
add_two / HLOOpt / cpu / Forward |
0.000014998486993135884 s |
0.000008459104999928968 s |
1.77 |
add_two / PartOpt / cpu / Forward |
0.000015737541994894856 s |
0.000008435409999947297 s |
1.87 |
add_two / IPartOpt / cpu / Forward |
0.000014847116995952093 s |
0.000008442723999905866 s |
1.76 |
add_two / DefOpt / cpu / Forward |
0.00001552795099269133 s |
0.000008493671999985963 s |
1.83 |
add_two / IDefOpt / cpu / Forward |
0.00001507103101175744 s |
0.000008518900000126451 s |
1.77 |
add_two / JaXPipe / cpu / PreRev |
0.00001930297499347944 s |
0.000011574934999771358 s |
1.67 |
add_two / JaXPipe / cpu / PostRev |
0.000019419365999056025 s |
0.00001150728699985848 s |
1.69 |
add_two / JaXPipe / cpu / BothRev |
0.00001913109999441076 s |
0.000011603482000282385 s |
1.65 |
add_two / Jax / cpu / BothRev |
0.00001904900699446444 s |
0.000011376233999726536 s |
1.67 |
add_two / HLOOpt / cpu / PreRev |
0.000018920538990641946 s |
0.000011577757999930328 s |
1.63 |
add_two / HLOOpt / cpu / PostRev |
0.0000188694550015498 s |
0.00001148730099976092 s |
1.64 |
add_two / HLOOpt / cpu / BothRev |
0.000019219952009734697 s |
0.000011218454999834649 s |
1.71 |
add_two / PartOpt / cpu / PreRev |
0.000019096427000476977 s |
0.000011547868999969068 s |
1.65 |
add_two / PartOpt / cpu / PostRev |
0.000019039000995690003 s |
0.00001167669999995269 s |
1.63 |
add_two / PartOpt / cpu / BothRev |
0.000018308401995454917 s |
0.00001242230899970309 s |
1.47 |
add_two / IPartOpt / cpu / PreRev |
0.000018969103010022083 s |
0.000012114686000131767 s |
1.57 |
add_two / IPartOpt / cpu / PostRev |
0.000019025622998015025 s |
0.000011636294999789243 s |
1.64 |
add_two / IPartOpt / cpu / BothRev |
0.000018941301997983828 s |
0.000011568424999950368 s |
1.64 |
add_two / DefOpt / cpu / PreRev |
0.00001906253199558705 s |
0.000011757789000057528 s |
1.62 |
add_two / DefOpt / cpu / PostRev |
0.00001917582900205161 s |
0.000011533652000252914 s |
1.66 |
add_two / DefOpt / cpu / BothRev |
0.000018280491000041367 s |
0.000011625819000073534 s |
1.57 |
add_two / IDefOpt / cpu / PreRev |
0.000019184695003787056 s |
0.000011610262999965926 s |
1.65 |
add_two / IDefOpt / cpu / PostRev |
0.00001900063299399335 s |
0.000011931012999866652 s |
1.59 |
add_two / IDefOpt / cpu / BothRev |
0.000018899743998190387 s |
0.000011534400999607895 s |
1.64 |
add_two / JaXPipe / tpu / Primal |
0.0001319986789967 s |
0.0001525676780001 s |
0.87 |
add_two / Jax / tpu / Primal |
0.0001335498989974 s |
0.0001644765770033 s |
0.81 |
add_two / HLOOpt / tpu / Primal |
0.0001299663589998 s |
0.0001547735880012 s |
0.84 |
add_two / PartOpt / tpu / Primal |
0.0001297280990002 s |
0.0001544919080042 s |
0.84 |
add_two / IPartOpt / tpu / Primal |
0.0001299444389987 s |
0.0001499910179991 s |
0.87 |
add_two / DefOpt / tpu / Primal |
0.0001401923190023 s |
0.0001505319480056 s |
0.93 |
add_two / IDefOpt / tpu / Primal |
0.0001302449190006 s |
0.0001497904479911 s |
0.87 |
add_two / JaXPipe / tpu / Forward |
0.0001789898780007 s |
0.0002184995970019 s |
0.82 |
add_two / Jax / tpu / Forward |
0.0001799734890009 s |
0.0002180198069981 s |
0.83 |
add_two / HLOOpt / tpu / Forward |
0.0001768355579988 s |
0.000241963856999 s |
0.73 |
add_two / PartOpt / tpu / Forward |
0.0001767154180015 s |
0.0002421403059997 s |
0.73 |
add_two / IPartOpt / tpu / Forward |
0.0001886465179995 s |
0.0002408322370029 s |
0.78 |
add_two / DefOpt / tpu / Forward |
0.000178470199 s |
0.0002126421270077 s |
0.84 |
add_two / IDefOpt / tpu / Forward |
0.0001839035779994 s |
0.0002211525069869 s |
0.83 |
add_two / JaXPipe / tpu / PreRev |
0.0002184931079973 s |
0.0002271472869906 s |
0.96 |
add_two / JaXPipe / tpu / PostRev |
0.0002161825479997 s |
0.0002648974969924 s |
0.82 |
add_two / JaXPipe / tpu / BothRev |
0.000225682627999 s |
0.0002474729469977 s |
0.91 |
add_two / Jax / tpu / BothRev |
0.0002407859570012 s |
0.0002462080660043 s |
0.98 |
add_two / HLOOpt / tpu / PreRev |
0.0002428291369978 s |
0.0002485970559937 s |
0.98 |
add_two / HLOOpt / tpu / PostRev |
0.0002393027379985 s |
0.0002473455870058 s |
0.97 |
add_two / HLOOpt / tpu / BothRev |
0.0002258064470006 s |
0.0002549336570082 s |
0.89 |
add_two / PartOpt / tpu / PreRev |
0.0002318754679981 s |
0.0002526827870024 s |
0.92 |
add_two / PartOpt / tpu / PostRev |
0.0002176117080016 s |
0.0002470480560004 s |
0.88 |
add_two / PartOpt / tpu / BothRev |
0.0002179802270002 s |
0.0002538300269952 s |
0.86 |
add_two / IPartOpt / tpu / PreRev |
0.0002223866080021 s |
0.0002434535170032 s |
0.91 |
add_two / IPartOpt / tpu / PostRev |
0.0002432030179988 s |
0.0002449120370001 s |
0.99 |
add_two / IPartOpt / tpu / BothRev |
0.0001911262579997 s |
0.0002483845960086 s |
0.77 |
add_two / DefOpt / tpu / PreRev |
0.0002010318780012 s |
0.0002355243670026 s |
0.85 |
add_two / DefOpt / tpu / PostRev |
0.0002267215579995 s |
0.0002632046159997 s |
0.86 |
add_two / DefOpt / tpu / BothRev |
0.0002161770679995 s |
0.0002688344869966 s |
0.80 |
add_two / IDefOpt / tpu / PreRev |
0.0002149769780007 s |
0.0002651815459976 s |
0.81 |
add_two / IDefOpt / tpu / PostRev |
0.0002260519179981 s |
0.0002523760960029 s |
0.90 |
add_two / IDefOpt / tpu / BothRev |
0.0002355003169977 s |
0.0002518104659975 s |
0.94 |
add_two / JaXPipe / cpu / Primal |
0.000006846487000075285 s |
0.000005080867999822658 s |
1.35 |
add_two / Jax / cpu / Primal |
0.000007160148000366462 s |
0.000005192537999846536 s |
1.38 |
add_two / HLOOpt / cpu / Primal |
0.000006857038999442011 s |
0.0000051408899998932615 s |
1.33 |
add_two / PartOpt / cpu / Primal |
0.000007114924000234168 s |
0.000005256336999991617 s |
1.35 |
add_two / IPartOpt / cpu / Primal |
0.000006910787000379059 s |
0.000005084167000404705 s |
1.36 |
add_two / DefOpt / cpu / Primal |
0.000007167893000769255 s |
0.000005136123000283988 s |
1.40 |
add_two / IDefOpt / cpu / Primal |
0.000007239176999974006 s |
0.00000513761299998805 s |
1.41 |
add_two / JaXPipe / cpu / Forward |
0.000010602350999761257 s |
0.000008366127000044798 s |
1.27 |
add_two / Jax / cpu / Forward |
0.000010524938999878942 s |
0.000008403917000123329 s |
1.25 |
add_two / HLOOpt / cpu / Forward |
0.000010469904999808931 s |
0.000008459104999928968 s |
1.24 |
add_two / PartOpt / cpu / Forward |
0.000010533068999393436 s |
0.000008435409999947297 s |
1.25 |
add_two / IPartOpt / cpu / Forward |
0.000010120183999788424 s |
0.000008442723999905866 s |
1.20 |
add_two / DefOpt / cpu / Forward |
0.000010555050999755622 s |
0.000008493671999985963 s |
1.24 |
add_two / IDefOpt / cpu / Forward |
0.000010187604999373434 s |
0.000008518900000126451 s |
1.20 |
add_two / JaXPipe / cpu / PreRev |
0.000013280359000418684 s |
0.000011574934999771358 s |
1.15 |
add_two / JaXPipe / cpu / PostRev |
0.000013215895999564965 s |
0.00001150728699985848 s |
1.15 |
add_two / JaXPipe / cpu / BothRev |
0.000013543304999984684 s |
0.000011603482000282385 s |
1.17 |
add_two / Jax / cpu / BothRev |
0.000013321159000042826 s |
0.000011376233999726536 s |
1.17 |
add_two / HLOOpt / cpu / PreRev |
0.000013320639000085068 s |
0.000011577757999930328 s |
1.15 |
add_two / HLOOpt / cpu / PostRev |
0.000013100277000376082 s |
0.00001148730099976092 s |
1.14 |
add_two / HLOOpt / cpu / BothRev |
0.000012966907999725664 s |
0.000011218454999834649 s |
1.16 |
add_two / PartOpt / cpu / PreRev |
0.000013124097999934748 s |
0.000011547868999969068 s |
1.14 |
add_two / PartOpt / cpu / PostRev |
0.00001263425500019366 s |
0.00001167669999995269 s |
1.08 |
add_two / PartOpt / cpu / BothRev |
0.000012539100000140025 s |
0.00001242230899970309 s |
1.01 |
add_two / IPartOpt / cpu / PreRev |
0.00001265703199987911 s |
0.000012114686000131767 s |
1.04 |
add_two / IPartOpt / cpu / PostRev |
0.000013109041999996406 s |
0.000011636294999789243 s |
1.13 |
add_two / IPartOpt / cpu / BothRev |
0.000013180990000364543 s |
0.000011568424999950368 s |
1.14 |
add_two / DefOpt / cpu / PreRev |
0.000012801853999917512 s |
0.000011757789000057528 s |
1.09 |
add_two / DefOpt / cpu / PostRev |
0.00001318671299941343 s |
0.000011533652000252914 s |
1.14 |
add_two / DefOpt / cpu / BothRev |
0.000013370140000006358 s |
0.000011625819000073534 s |
1.15 |
add_two / IDefOpt / cpu / PreRev |
0.000013262383999972371 s |
0.000011610262999965926 s |
1.14 |
add_two / IDefOpt / cpu / PostRev |
0.00001322326100034843 s |
0.000011931012999866652 s |
1.11 |
add_two / IDefOpt / cpu / BothRev |
0.00001267147499947896 s |
0.000011534400999607895 s |
1.10 |
add_two / JaXPipe / cpu / Primal |
0.000004242416998749832 s |
0.000005080867999822658 s |
0.83 |
add_two / Jax / cpu / Primal |
0.000004254874998878222 s |
0.000005192537999846536 s |
0.82 |
add_two / HLOOpt / cpu / Primal |
0.000004278500000509666 s |
0.0000051408899998932615 s |
0.83 |
add_two / PartOpt / cpu / Primal |
0.000004299624999475782 s |
0.000005256336999991617 s |
0.82 |
add_two / IPartOpt / cpu / Primal |
0.000004306666000047698 s |
0.000005084167000404705 s |
0.85 |
add_two / DefOpt / cpu / Primal |
0.000004340915998909623 s |
0.000005136123000283988 s |
0.85 |
add_two / IDefOpt / cpu / Primal |
0.000004263791999619571 s |
0.00000513761299998805 s |
0.83 |
add_two / JaXPipe / cpu / Forward |
0.000006728749998728745 s |
0.000008366127000044798 s |
0.80 |
add_two / Jax / cpu / Forward |
0.000006800625000323635 s |
0.000008403917000123329 s |
0.81 |
add_two / HLOOpt / cpu / Forward |
0.000006718292001096415 s |
0.000008459104999928968 s |
0.79 |
add_two / PartOpt / cpu / Forward |
0.0000068646250001620505 s |
0.000008435409999947297 s |
0.81 |
add_two / IPartOpt / cpu / Forward |
0.000006803124999350985 s |
0.000008442723999905866 s |
0.81 |
add_two / DefOpt / cpu / Forward |
0.000006776791999072884 s |
0.000008493671999985963 s |
0.80 |
add_two / IDefOpt / cpu / Forward |
0.000006886000001031789 s |
0.000008518900000126451 s |
0.81 |
add_two / JaXPipe / cpu / PreRev |
0.000009052833000168905 s |
0.000011574934999771358 s |
0.78 |
add_two / JaXPipe / cpu / PostRev |
0.000009165666000626516 s |
0.00001150728699985848 s |
0.80 |
add_two / JaXPipe / cpu / BothRev |
0.00000905820899970422 s |
0.000011603482000282385 s |
0.78 |
add_two / Jax / cpu / BothRev |
0.000009010707999550504 s |
0.000011376233999726536 s |
0.79 |
add_two / HLOOpt / cpu / PreRev |
0.000009337375000541216 s |
0.000011577757999930328 s |
0.81 |
add_two / HLOOpt / cpu / PostRev |
0.000008918417001041235 s |
0.00001148730099976092 s |
0.78 |
add_two / HLOOpt / cpu / BothRev |
0.000009121832999881009 s |
0.000011218454999834649 s |
0.81 |
add_two / PartOpt / cpu / PreRev |
0.000009052583000084268 s |
0.000011547868999969068 s |
0.78 |
add_two / PartOpt / cpu / PostRev |
0.00000929737499973271 s |
0.00001167669999995269 s |
0.80 |
add_two / PartOpt / cpu / BothRev |
0.00000925324999843724 s |
0.00001242230899970309 s |
0.74 |
add_two / IPartOpt / cpu / PreRev |
0.000008972499999799766 s |
0.000012114686000131767 s |
0.74 |
add_two / IPartOpt / cpu / PostRev |
0.00000906287499856262 s |
0.000011636294999789243 s |
0.78 |
add_two / IPartOpt / cpu / BothRev |
0.000009004875000755419 s |
0.000011568424999950368 s |
0.78 |
add_two / DefOpt / cpu / PreRev |
0.000009226042000591406 s |
0.000011757789000057528 s |
0.78 |
add_two / DefOpt / cpu / PostRev |
0.000009369249999508613 s |
0.000011533652000252914 s |
0.81 |
add_two / DefOpt / cpu / BothRev |
0.000008918417001041235 s |
0.000011625819000073534 s |
0.77 |
add_two / IDefOpt / cpu / PreRev |
0.000009099624998270884 s |
0.000011610262999965926 s |
0.78 |
add_two / IDefOpt / cpu / PostRev |
0.000008985041999039821 s |
0.000011931012999866652 s |
0.75 |
add_two / IDefOpt / cpu / BothRev |
0.000009195083001031887 s |
0.000011534400999607895 s |
0.80 |
cache / JaXPipe / cpu / Primal |
0.000004558178000024782 s |
0.000004575982999995176 s |
1.00 |
cache / Jax / cpu / Primal |
0.000004580729999815958 s |
0.000004666996999731055 s |
0.98 |
cache / HLOOpt / cpu / Primal |
0.000004560885000046255 s |
0.000004673993999858794 s |
0.98 |
cache / PartOpt / cpu / Primal |
0.000004664080999646103 s |
0.000004564974999993865 s |
1.02 |
cache / IPartOpt / cpu / Primal |
0.000004552361999685672 s |
0.000004624869000053877 s |
0.98 |
cache / DefOpt / cpu / Primal |
0.000004535525000392226 s |
0.000004628285000308096 s |
0.98 |
cache / IDefOpt / cpu / Primal |
0.000004558593000183464 s |
0.0000046499770000991706 s |
0.98 |
cache / JaXPipe / cpu / Forward |
0.000010500285000034638 s |
0.00001136775100030718 s |
0.92 |
cache / Jax / cpu / Forward |
0.000010488629000064977 s |
0.00001049189800005479 s |
1.00 |
cache / HLOOpt / cpu / Forward |
0.00001068800899975031 s |
0.00001063311600000816 s |
1.01 |
cache / PartOpt / cpu / Forward |
0.000010544191999997563 s |
0.00001067541500015068 s |
0.99 |
cache / IPartOpt / cpu / Forward |
0.00001064364099966042 s |
0.00001067055099974823 s |
1.00 |
cache / DefOpt / cpu / Forward |
0.0000106517359999998 s |
0.000010597639000025082 s |
1.01 |
cache / IDefOpt / cpu / Forward |
0.00001062646299988046 s |
0.000010612531999868223 s |
1.00 |
cache / JaXPipe / cpu / PreRev |
0.000011770648000037908 s |
0.000012042373999975098 s |
0.98 |
cache / JaXPipe / cpu / PostRev |
0.00001538356900027793 s |
0.000016236587000094005 s |
0.95 |
cache / JaXPipe / cpu / BothRev |
0.000011667871999634372 s |
0.00001204540699973222 s |
0.97 |
cache / Jax / cpu / BothRev |
0.000015557510000235196 s |
0.000015298953000183246 s |
1.02 |
cache / HLOOpt / cpu / PreRev |
0.000012131621999742491 s |
0.000012405600999954914 s |
0.98 |
cache / HLOOpt / cpu / PostRev |
0.000011476912000034643 s |
0.000012751912000112498 s |
0.90 |
cache / HLOOpt / cpu / BothRev |
0.0000117592589999731 s |
0.000011982242999692972 s |
0.98 |
cache / PartOpt / cpu / PreRev |
0.000012015312999665184 s |
0.000012156407000020409 s |
0.99 |
cache / PartOpt / cpu / PostRev |
0.000015567158999601817 s |
0.000015377945000182082 s |
1.01 |
cache / PartOpt / cpu / BothRev |
0.000012146126000061486 s |
0.000012499437000315083 s |
0.97 |
cache / IPartOpt / cpu / PreRev |
0.000011958688000049733 s |
0.00001265410200039696 s |
0.95 |
cache / IPartOpt / cpu / PostRev |
0.000015016359000128432 s |
0.00001583533500024714 s |
0.95 |
cache / IPartOpt / cpu / BothRev |
0.000011770880999847576 s |
0.000011905549999937648 s |
0.99 |
cache / DefOpt / cpu / PreRev |
0.000011823371999980736 s |
0.000011710178000157612 s |
1.01 |
cache / DefOpt / cpu / PostRev |
0.000011918254000192974 s |
0.000012503419999575272 s |
0.95 |
cache / DefOpt / cpu / BothRev |
0.000011870779000219044 s |
0.000012038314000164973 s |
0.99 |
cache / IDefOpt / cpu / PreRev |
0.000012169426999662393 s |
0.00001224342399973466 s |
0.99 |
cache / IDefOpt / cpu / PostRev |
0.000012138001000039367 s |
0.000012162211000031676 s |
1.00 |
cache / IDefOpt / cpu / BothRev |
0.000012253524000243488 s |
0.000012486879999869416 s |
0.98 |
cache / JaXPipe / cpu / Primal |
0.000009699285990791395 s |
0.000004575982999995176 s |
2.12 |
cache / Jax / cpu / Primal |
0.00000964448699960485 s |
0.000004666996999731055 s |
2.07 |
cache / HLOOpt / cpu / Primal |
0.0000099036039900966 s |
0.000004673993999858794 s |
2.12 |
cache / PartOpt / cpu / Primal |
0.00000960800399479922 s |
0.000004564974999993865 s |
2.10 |
cache / IPartOpt / cpu / Primal |
0.000009493318997556344 s |
0.000004624869000053877 s |
2.05 |
cache / DefOpt / cpu / Primal |
0.000010516226990148426 s |
0.000004628285000308096 s |
2.27 |
cache / IDefOpt / cpu / Primal |
0.000010281746988766827 s |
0.0000046499770000991706 s |
2.21 |
cache / JaXPipe / cpu / Forward |
0.000015501864996622316 s |
0.00001136775100030718 s |
1.36 |
cache / Jax / cpu / Forward |
0.00001553510400117375 s |
0.00001049189800005479 s |
1.48 |
cache / HLOOpt / cpu / Forward |
0.000014789843000471592 s |
0.00001063311600000816 s |
1.39 |
cache / PartOpt / cpu / Forward |
0.000015795315004652364 s |
0.00001067541500015068 s |
1.48 |
cache / IPartOpt / cpu / Forward |
0.000015381411998532713 s |
0.00001067055099974823 s |
1.44 |
cache / DefOpt / cpu / Forward |
0.00001539010400301777 s |
0.000010597639000025082 s |
1.45 |
cache / IDefOpt / cpu / Forward |
0.00001501157799793873 s |
0.000010612531999868223 s |
1.41 |
cache / JaXPipe / cpu / PreRev |
0.00001573492999887094 s |
0.000012042373999975098 s |
1.31 |
cache / JaXPipe / cpu / PostRev |
0.00001799531299911905 s |
0.000016236587000094005 s |
1.11 |
cache / JaXPipe / cpu / BothRev |
0.000016215374998864717 s |
0.00001204540699973222 s |
1.35 |
cache / Jax / cpu / BothRev |
0.00001794288599921856 s |
0.000015298953000183246 s |
1.17 |
cache / HLOOpt / cpu / PreRev |
0.000016235888004302977 s |
0.000012405600999954914 s |
1.31 |
cache / HLOOpt / cpu / PostRev |
0.000016067649004980922 s |
0.000012751912000112498 s |
1.26 |
cache / HLOOpt / cpu / BothRev |
0.00001574633400014136 s |
0.000011982242999692972 s |
1.31 |
cache / PartOpt / cpu / PreRev |
0.000015716617999714798 s |
0.000012156407000020409 s |
1.29 |
cache / PartOpt / cpu / PostRev |
0.00001826181699289009 s |
0.000015377945000182082 s |
1.19 |
cache / PartOpt / cpu / BothRev |
0.000015824636997422203 s |
0.000012499437000315083 s |
1.27 |
cache / IPartOpt / cpu / PreRev |
0.000016225635001319462 s |
0.00001265410200039696 s |
1.28 |
cache / IPartOpt / cpu / PostRev |
0.0000179628780024359 s |
0.00001583533500024714 s |
1.13 |
cache / IPartOpt / cpu / BothRev |
0.000015605459993821568 s |
0.000011905549999937648 s |
1.31 |
cache / DefOpt / cpu / PreRev |
0.000015706678008427842 s |
0.000011710178000157612 s |
1.34 |
cache / DefOpt / cpu / PostRev |
0.000016237207004451192 s |
0.000012503419999575272 s |
1.30 |
cache / DefOpt / cpu / BothRev |
0.00001566751299833413 s |
0.000012038314000164973 s |
1.30 |
cache / IDefOpt / cpu / PreRev |
0.000016190541005926207 s |
0.00001224342399973466 s |
1.32 |
cache / IDefOpt / cpu / PostRev |
0.00001612697400560137 s |
0.000012162211000031676 s |
1.33 |
cache / IDefOpt / cpu / BothRev |
0.000016063527000369503 s |
0.000012486879999869416 s |
1.29 |
cache / JaXPipe / tpu / Primal |
0.0001281002389987 s |
0.000142184028009 s |
0.90 |
cache / Jax / tpu / Primal |
0.0001312684289987 s |
0.0001413489480037 s |
0.93 |
cache / HLOOpt / tpu / Primal |
0.000130796808 s |
0.0001489835880056 s |
0.88 |
cache / PartOpt / tpu / Primal |
0.0001301655690003 s |
0.000154872708008 s |
0.84 |
cache / IPartOpt / tpu / Primal |
0.0001283768590001 s |
0.0001531051980127 s |
0.84 |
cache / DefOpt / tpu / Primal |
0.0001298993790005 s |
0.0001411839089996 s |
0.92 |
cache / IDefOpt / tpu / Primal |
0.0001301586379995 s |
0.000140299769002 s |
0.93 |
cache / JaXPipe / tpu / Forward |
0.0002278939070019 s |
0.0002217120569985 s |
1.03 |
cache / Jax / tpu / Forward |
0.000225609377001 s |
0.0002246939070028 s |
1.00 |
cache / HLOOpt / tpu / Forward |
0.0002213751470007 s |
0.0002047117670008 s |
1.08 |
cache / PartOpt / tpu / Forward |
0.0001789180479972 s |
0.0002005020170036 s |
0.89 |
cache / IPartOpt / tpu / Forward |
0.0001913558279993 s |
0.0002460709370061 s |
0.78 |
cache / DefOpt / tpu / Forward |
0.0001787020179981 s |
0.0002165464770077 s |
0.83 |
cache / IDefOpt / tpu / Forward |
0.0001780178379995 s |
0.000219136626998 s |
0.81 |
cache / JaXPipe / tpu / PreRev |
0.0001909762680006 s |
0.0002329080060007 s |
0.82 |
cache / JaXPipe / tpu / PostRev |
0.0001805357080011 s |
0.0002503216570039 s |
0.72 |
cache / JaXPipe / tpu / BothRev |
0.0002148028480005 s |
0.0002410689469979 s |
0.89 |
cache / Jax / tpu / BothRev |
0.0002304640469992 s |
0.0002040914569952 s |
1.13 |
cache / HLOOpt / tpu / PreRev |
0.0002400485080033 s |
0.0002335835270059 s |
1.03 |
cache / HLOOpt / tpu / PostRev |
0.0002527250769999 s |
0.0002364490370091 s |
1.07 |
cache / HLOOpt / tpu / BothRev |
0.0002522485180015 s |
0.0002285928170022 s |
1.10 |
cache / PartOpt / tpu / PreRev |
0.000203728288001 s |
0.0002457146160013 s |
0.83 |
cache / PartOpt / tpu / PostRev |
0.0002036152780019 s |
0.0002546736259973 s |
0.80 |
cache / PartOpt / tpu / BothRev |
0.0002088468580004 s |
0.0002319014269887 s |
0.90 |
cache / IPartOpt / tpu / PreRev |
0.0001990060280004 s |
0.000206258487 s |
0.96 |
cache / IPartOpt / tpu / PostRev |
0.0001999722979999 s |
0.0002335111669963 s |
0.86 |
cache / IPartOpt / tpu / BothRev |
0.0002121523679998 s |
0.0002211973869998 s |
0.96 |
cache / DefOpt / tpu / PreRev |
0.0002078385879976 s |
0.0002317453770083 s |
0.90 |
cache / DefOpt / tpu / PostRev |
0.0002230458869998 s |
0.0002154150669957 s |
1.04 |
cache / DefOpt / tpu / BothRev |
0.0002239310479999 s |
0.0002089320469967 s |
1.07 |
cache / IDefOpt / tpu / PreRev |
0.000201794307999 s |
0.0002188809070066 s |
0.92 |
cache / IDefOpt / tpu / PostRev |
0.0002097069280025 s |
0.0002688266170007 s |
0.78 |
cache / IDefOpt / tpu / BothRev |
0.0002095771580025 s |
0.0002348282669991 s |
0.89 |
cache / JaXPipe / cpu / Primal |
0.0000062822569998388645 s |
0.000004575982999995176 s |
1.37 |
cache / Jax / cpu / Primal |
0.000006694497999887972 s |
0.000004666996999731055 s |
1.43 |
cache / HLOOpt / cpu / Primal |
0.000006391180000719032 s |
0.000004673993999858794 s |
1.37 |
cache / PartOpt / cpu / Primal |
0.0000067274680004629775 s |
0.000004564974999993865 s |
1.47 |
cache / IPartOpt / cpu / Primal |
0.000006256148000829853 s |
0.000004624869000053877 s |
1.35 |
cache / DefOpt / cpu / Primal |
0.000006341559000247799 s |
0.000004628285000308096 s |
1.37 |
cache / IDefOpt / cpu / Primal |
0.000006252626000787131 s |
0.0000046499770000991706 s |
1.34 |
cache / JaXPipe / cpu / Forward |
0.000022257964999880643 s |
0.00001136775100030718 s |
1.96 |
cache / Jax / cpu / Forward |
0.00001983876499980397 s |
0.00001049189800005479 s |
1.89 |
cache / HLOOpt / cpu / Forward |
0.000022392351000235067 s |
0.00001063311600000816 s |
2.11 |
cache / PartOpt / cpu / Forward |
0.00002076868800031661 s |
0.00001067541500015068 s |
1.95 |
cache / IPartOpt / cpu / Forward |
0.0000219927939997433 s |
0.00001067055099974823 s |
2.06 |
cache / DefOpt / cpu / Forward |
0.00002216291099921364 s |
0.000010597639000025082 s |
2.09 |
cache / IDefOpt / cpu / Forward |
0.00002190574900032516 s |
0.000010612531999868223 s |
2.06 |
cache / JaXPipe / cpu / PreRev |
0.00002759741499994561 s |
0.000012042373999975098 s |
2.29 |
cache / JaXPipe / cpu / PostRev |
0.00003456513400033145 s |
0.000016236587000094005 s |
2.13 |
cache / JaXPipe / cpu / BothRev |
0.000028094238999983645 s |
0.00001204540699973222 s |
2.33 |
cache / Jax / cpu / BothRev |
0.00003367246800007706 s |
0.000015298953000183246 s |
2.20 |
cache / HLOOpt / cpu / PreRev |
0.000024549351000132447 s |
0.000012405600999954914 s |
1.98 |
cache / HLOOpt / cpu / PostRev |
0.000026593727999170368 s |
0.000012751912000112498 s |
2.09 |
cache / HLOOpt / cpu / BothRev |
0.000027628257000287703 s |
0.000011982242999692972 s |
2.31 |
cache / PartOpt / cpu / PreRev |
0.00002645521500016912 s |
0.000012156407000020409 s |
2.18 |
cache / PartOpt / cpu / PostRev |
0.000035887199999706355 s |
0.000015377945000182082 s |
2.33 |
cache / PartOpt / cpu / BothRev |
0.00002721763599947735 s |
0.000012499437000315083 s |
2.18 |
cache / IPartOpt / cpu / PreRev |
0.00002870440100014093 s |
0.00001265410200039696 s |
2.27 |
cache / IPartOpt / cpu / PostRev |
0.00003411077700002352 s |
0.00001583533500024714 s |
2.15 |
cache / IPartOpt / cpu / BothRev |
0.000027623740999842997 s |
0.000011905549999937648 s |
2.32 |
cache / DefOpt / cpu / PreRev |
0.000024685321000106343 s |
0.000011710178000157612 s |
2.11 |
cache / DefOpt / cpu / PostRev |
0.000011577098000088882 s |
0.000012503419999575272 s |
0.93 |
cache / DefOpt / cpu / BothRev |
0.000011984118999862404 s |
0.000012038314000164973 s |
1.00 |
cache / IDefOpt / cpu / PreRev |
0.00001107143300032476 s |
0.00001224342399973466 s |
0.90 |
cache / IDefOpt / cpu / PostRev |
0.000011534135000147215 s |
0.000012162211000031676 s |
0.95 |
cache / IDefOpt / cpu / BothRev |
0.000011929491000046257 s |
0.000012486879999869416 s |
0.96 |
cache / JaXPipe / cpu / Primal |
0.00000379245899966918 s |
0.000004575982999995176 s |
0.83 |
cache / Jax / cpu / Primal |
0.000003814333000264014 s |
0.000004666996999731055 s |
0.82 |
cache / HLOOpt / cpu / Primal |
0.0000037987499999871935 s |
0.000004673993999858794 s |
0.81 |
cache / PartOpt / cpu / Primal |
0.000003829875000519678 s |
0.000004564974999993865 s |
0.84 |
cache / IPartOpt / cpu / Primal |
0.000003921124998669257 s |
0.000004624869000053877 s |
0.85 |
cache / DefOpt / cpu / Primal |
0.000003844999999273568 s |
0.000004628285000308096 s |
0.83 |
cache / IDefOpt / cpu / Primal |
0.000003810708998571499 s |
0.0000046499770000991706 s |
0.82 |
cache / JaXPipe / cpu / Forward |
0.000007611249999172287 s |
0.00001136775100030718 s |
0.67 |
cache / Jax / cpu / Forward |
0.000007762541999909444 s |
0.00001049189800005479 s |
0.74 |
cache / HLOOpt / cpu / Forward |
0.000007458625001163455 s |
0.00001063311600000816 s |
0.70 |
cache / PartOpt / cpu / Forward |
0.000006453124999097781 s |
0.00001067541500015068 s |
0.60 |
cache / IPartOpt / cpu / Forward |
0.000006408500001271023 s |
0.00001067055099974823 s |
0.60 |
cache / DefOpt / cpu / Forward |
0.000006354249999276362 s |
0.000010597639000025082 s |
0.60 |
cache / IDefOpt / cpu / Forward |
0.000006606583001484978 s |
0.000010612531999868223 s |
0.62 |
cache / JaXPipe / cpu / PreRev |
0.000006326542001261259 s |
0.000012042373999975098 s |
0.53 |
cache / JaXPipe / cpu / PostRev |
0.000007264667001436464 s |
0.000016236587000094005 s |
0.45 |
cache / JaXPipe / cpu / BothRev |
0.000006758666000678204 s |
0.00001204540699973222 s |
0.56 |
cache / Jax / cpu / BothRev |
0.000007269042000189074 s |
0.000015298953000183246 s |
0.48 |
cache / HLOOpt / cpu / PreRev |
0.000006454500000472763 s |
0.000012405600999954914 s |
0.52 |
cache / HLOOpt / cpu / PostRev |
0.000007060416999593145 s |
0.000012751912000112498 s |
0.55 |
cache / HLOOpt / cpu / BothRev |
0.0000063111250001384175 s |
0.000011982242999692972 s |
0.53 |
cache / PartOpt / cpu / PreRev |
0.000006396041999323643 s |
0.000012156407000020409 s |
0.53 |
cache / PartOpt / cpu / PostRev |
0.000007369208000454818 s |
0.000015377945000182082 s |
0.48 |
cache / PartOpt / cpu / BothRev |
0.000007268833000125596 s |
0.000012499437000315083 s |
0.58 |
cache / IPartOpt / cpu / PreRev |
0.000006780040999728954 s |
0.00001265410200039696 s |
0.54 |
cache / IPartOpt / cpu / PostRev |
0.000007504249999328749 s |
0.00001583533500024714 s |
0.47 |
cache / IPartOpt / cpu / BothRev |
0.000006395874999725493 s |
0.000011905549999937648 s |
0.54 |
cache / DefOpt / cpu / PreRev |
0.000006829334000940435 s |
0.000011710178000157612 s |
0.58 |
cache / DefOpt / cpu / PostRev |
0.0000066037500000675205 s |
0.000012503419999575272 s |
0.53 |
cache / DefOpt / cpu / BothRev |
0.000006682875000478816 s |
0.000012038314000164973 s |
0.56 |
cache / IDefOpt / cpu / PreRev |
0.000006610125001316192 s |
0.00001224342399973466 s |
0.54 |
cache / IDefOpt / cpu / PostRev |
0.000006482667000454967 s |
0.000012162211000031676 s |
0.53 |
cache / IDefOpt / cpu / BothRev |
0.000006731540999680874 s |
0.000012486879999869416 s |
0.54 |
Concat / JaXPipe / cpu / Primal |
0.000004872655999861308 s |
0.000004939047999869217 s |
0.99 |
Concat / Jax / cpu / Primal |
0.0000049150940003528375 s |
0.000004843181000069308 s |
1.01 |
Concat / HLOOpt / cpu / Primal |
0.00000492558599989934 s |
0.000004942303000007086 s |
1.00 |
Concat / PartOpt / cpu / Primal |
0.000004858528000113438 s |
0.000004996727999696305 s |
0.97 |
Concat / IPartOpt / cpu / Primal |
0.000004906862000098045 s |
0.000004889934999937395 s |
1.00 |
Concat / DefOpt / cpu / Primal |
0.000004827173999728984 s |
0.000004951481000261993 s |
0.97 |
Concat / IDefOpt / cpu / Primal |
0.000004950259999986883 s |
0.000004861807999986923 s |
1.02 |
Concat / JaXPipe / cpu / Forward |
0.000007830689000002166 s |
0.000008248830999946221 s |
0.95 |
Concat / Jax / cpu / Forward |
0.000008146168000166653 s |
0.000008327013000325678 s |
0.98 |
Concat / HLOOpt / cpu / Forward |
0.000007949609000206692 s |
0.0000084533599997485 s |
0.94 |
Concat / PartOpt / cpu / Forward |
0.0000080094600002667 s |
0.00000840995600037786 s |
0.95 |
Concat / IPartOpt / cpu / Forward |
0.000008058878000156255 s |
0.000008529969000392157 s |
0.94 |
Concat / DefOpt / cpu / Forward |
0.000007811001000391115 s |
0.000008378356999855896 s |
0.93 |
Concat / IDefOpt / cpu / Forward |
0.000007918422000329883 s |
0.00000818939600003432 s |
0.97 |
Concat / JaXPipe / cpu / PreRev |
0.000008678657000018575 s |
0.000008995436000077462 s |
0.96 |
Concat / JaXPipe / cpu / PostRev |
0.000008867488000305457 s |
0.000008983029999853898 s |
0.99 |
Concat / JaXPipe / cpu / BothRev |
0.000008713759999864124 s |
0.000008940564000113227 s |
0.97 |
Concat / Jax / cpu / BothRev |
0.000008687931000167736 s |
0.000009066506999715784 s |
0.96 |
Concat / HLOOpt / cpu / PreRev |
0.000008858207000230322 s |
0.000008967304000179865 s |
0.99 |
Concat / HLOOpt / cpu / PostRev |
0.000008715124999980617 s |
0.000008959386999777053 s |
0.97 |
Concat / HLOOpt / cpu / BothRev |
0.000008657120000407303 s |
0.000008867255000041041 s |
0.98 |
Concat / PartOpt / cpu / PreRev |
0.00000882802600017385 s |
0.000009178495000014664 s |
0.96 |
Concat / PartOpt / cpu / PostRev |
0.000008568108999952529 s |
0.000008785590000115917 s |
0.98 |
Concat / PartOpt / cpu / BothRev |
0.000008602614000210452 s |
0.00000908587100002478 s |
0.95 |
Concat / IPartOpt / cpu / PreRev |
0.000008756443000038417 s |
0.00000908922500002518 s |
0.96 |
Concat / IPartOpt / cpu / PostRev |
0.000008556934000353068 s |
0.000008804947000044194 s |
0.97 |
Concat / IPartOpt / cpu / BothRev |
0.000008708887000011601 s |
0.00000893408299998555 s |
0.97 |
Concat / DefOpt / cpu / PreRev |
0.000008781145000284596 s |
0.000008969920999788883 s |
0.98 |
Concat / DefOpt / cpu / PostRev |
0.000008594038999945042 s |
0.000009070109000276717 s |
0.95 |
Concat / DefOpt / cpu / BothRev |
0.00000871665100021346 s |
0.000009019390999583266 s |
0.97 |
Concat / IDefOpt / cpu / PreRev |
0.000008769023999775527 s |
0.000009060632999990049 s |
0.97 |
Concat / IDefOpt / cpu / PostRev |
0.000008995679000236122 s |
0.000009514783999748032 s |
0.95 |
Concat / IDefOpt / cpu / BothRev |
0.000008633244000066042 s |
0.000009312462999787386 s |
0.93 |
Concat / JaXPipe / cpu / Primal |
0.000009614861002773975 s |
0.000004939047999869217 s |
1.95 |
Concat / Jax / cpu / Primal |
0.000009563463987433352 s |
0.000004843181000069308 s |
1.97 |
Concat / HLOOpt / cpu / Primal |
0.00001000868900155183 s |
0.000004942303000007086 s |
2.03 |
Concat / PartOpt / cpu / Primal |
0.000009648777995607815 s |
0.000004996727999696305 s |
1.93 |
Concat / IPartOpt / cpu / Primal |
0.000009260062011890114 s |
0.000004889934999937395 s |
1.89 |
Concat / DefOpt / cpu / Primal |
0.000010072256001876667 s |
0.000004951481000261993 s |
2.03 |
Concat / IDefOpt / cpu / Primal |
0.00000937354500638321 s |
0.000004861807999986923 s |
1.93 |
Concat / JaXPipe / cpu / Forward |
0.00001520269300090149 s |
0.000008248830999946221 s |
1.84 |
Concat / Jax / cpu / Forward |
0.00001528736400359776 s |
0.000008327013000325678 s |
1.84 |
Concat / HLOOpt / cpu / Forward |
0.00001562072699016426 s |
0.0000084533599997485 s |
1.85 |
Concat / PartOpt / cpu / Forward |
0.000015404436009703202 s |
0.00000840995600037786 s |
1.83 |
Concat / IPartOpt / cpu / Forward |
0.000014437656005611644 s |
0.000008529969000392157 s |
1.69 |
Concat / DefOpt / cpu / Forward |
0.000014722364998306148 s |
0.000008378356999855896 s |
1.76 |
Concat / IDefOpt / cpu / Forward |
0.000015230823002639229 s |
0.00000818939600003432 s |
1.86 |
Concat / JaXPipe / cpu / PreRev |
0.000016588753001997247 s |
0.000008995436000077462 s |
1.84 |
Concat / JaXPipe / cpu / PostRev |
0.00001639333600178361 s |
0.000008983029999853898 s |
1.82 |
Concat / JaXPipe / cpu / BothRev |
0.000016552229993976653 s |
0.000008940564000113227 s |
1.85 |
Concat / Jax / cpu / BothRev |
0.000016601268987869843 s |
0.000009066506999715784 s |
1.83 |
Concat / HLOOpt / cpu / PreRev |
0.000016410691998316905 s |
0.000008967304000179865 s |
1.83 |
Concat / HLOOpt / cpu / PostRev |
0.000016472089002490976 s |
0.000008959386999777053 s |
1.84 |
Concat / HLOOpt / cpu / BothRev |
0.000016426961999968626 s |
0.000008867255000041041 s |
1.85 |
Concat / PartOpt / cpu / PreRev |
0.000016443129003164357 s |
0.000009178495000014664 s |
1.79 |
Concat / PartOpt / cpu / PostRev |
0.00001641056899097748 s |
0.000008785590000115917 s |
1.87 |
Concat / PartOpt / cpu / BothRev |
0.00001539446499373298 s |
0.00000908587100002478 s |
1.69 |
Concat / IPartOpt / cpu / PreRev |
0.00001633014899562113 s |
0.00000908922500002518 s |
1.80 |
Concat / IPartOpt / cpu / PostRev |
0.000016244580008788033 s |
0.000008804947000044194 s |
1.84 |
Concat / IPartOpt / cpu / BothRev |
0.000016453000003821216 s |
0.00000893408299998555 s |
1.84 |
Concat / DefOpt / cpu / PreRev |
0.000016483016996062362 s |
0.000008969920999788883 s |
1.84 |
Concat / DefOpt / cpu / PostRev |
0.000015705853002145886 s |
0.000009070109000276717 s |
1.73 |
Concat / DefOpt / cpu / BothRev |
0.000015535573998931796 s |
0.000009019390999583266 s |
1.72 |
Concat / IDefOpt / cpu / PreRev |
0.000015530475007835774 s |
0.000009060632999990049 s |
1.71 |
Concat / IDefOpt / cpu / PostRev |
0.000016738486010581255 s |
0.000009514783999748032 s |
1.76 |
Concat / IDefOpt / cpu / BothRev |
0.00001654153800336644 s |
0.000009312462999787386 s |
1.78 |
Concat / JaXPipe / tpu / Primal |
0.0001473385989993 s |
0.0001538148980034 s |
0.96 |
Concat / Jax / tpu / Primal |
0.0001486636779991 s |
0.0001440487080108 s |
1.03 |
Concat / HLOOpt / tpu / Primal |
0.0001492293480005 s |
0.000141675398001 s |
1.05 |
Concat / PartOpt / tpu / Primal |
0.0001337373080023 s |
0.0001411229479999 s |
0.95 |
Concat / IPartOpt / tpu / Primal |
0.0001334645790011 s |
0.0001399710179975 s |
0.95 |
Concat / DefOpt / tpu / Primal |
0.0001355442079984 s |
0.000139844787991 s |
0.97 |
Concat / IDefOpt / tpu / Primal |
0.0001470820289978 s |
0.0001424421080009 s |
1.03 |
Concat / JaXPipe / tpu / Forward |
0.0002260054879989 s |
0.0002185489170078 s |
1.03 |
Concat / Jax / tpu / Forward |
0.0002345176769995 s |
0.0002272991070058 s |
1.03 |
Concat / HLOOpt / tpu / Forward |
0.0002380747470015 s |
0.0002139511370041 s |
1.11 |
Concat / PartOpt / tpu / Forward |
0.0002341700979995 s |
0.0002125794569874 s |
1.10 |
Concat / IPartOpt / tpu / Forward |
0.0002215591979984 s |
0.0002220670770038 s |
1.00 |
Concat / DefOpt / tpu / Forward |
0.0002216389970017 s |
0.000208313916999 s |
1.06 |
Concat / IDefOpt / tpu / Forward |
0.0002218622679974 s |
0.0002097956380021 s |
1.06 |
Concat / JaXPipe / tpu / PreRev |
0.0001917788179998 s |
0.0002230698269995 s |
0.86 |
Concat / JaXPipe / tpu / PostRev |
0.0001981115779999 s |
0.0002369156569911 s |
0.84 |
Concat / JaXPipe / tpu / BothRev |
0.0002260311070021 s |
0.0002556597259972 s |
0.88 |
Concat / Jax / tpu / BothRev |
0.0002037262470003 s |
0.0002389402970002 s |
0.85 |
Concat / HLOOpt / tpu / PreRev |
0.0002214491969971 s |
0.0002290688770008 s |
0.97 |
Concat / HLOOpt / tpu / PostRev |
0.0002237542980001 s |
0.0002326123770035 s |
0.96 |
Concat / HLOOpt / tpu / BothRev |
0.0001923052079982 s |
0.0002302159359969 s |
0.84 |
Concat / PartOpt / tpu / PreRev |
0.0001924981179981 s |
0.000224107107002 s |
0.86 |
Concat / PartOpt / tpu / PostRev |
0.0001920592479982 s |
0.0002407051359914 s |
0.80 |
Concat / PartOpt / tpu / BothRev |
0.0002035964280003 s |
0.0002285259360069 s |
0.89 |
Concat / IPartOpt / tpu / PreRev |
0.0002164904579985 s |
0.0002215806669992 s |
0.98 |
Concat / IPartOpt / tpu / PostRev |
0.0002159064580009 s |
0.0002220241769973 s |
0.97 |
Concat / IPartOpt / tpu / BothRev |
0.0001928298079983 s |
0.000230005987003 s |
0.84 |
Concat / DefOpt / tpu / PreRev |
0.000192474958003 s |
0.000230683147005 s |
0.83 |
Concat / DefOpt / tpu / PostRev |
0.0001914503879997 s |
0.0002520451869932 s |
0.76 |
Concat / DefOpt / tpu / BothRev |
0.0001944801479985 s |
0.0002443437469919 s |
0.80 |
Concat / IDefOpt / tpu / PreRev |
0.0001919588579985 s |
0.0002370433570031 s |
0.81 |
Concat / IDefOpt / tpu / PostRev |
0.000258778247 s |
0.0002366506469988 s |
1.09 |
Concat / IDefOpt / tpu / BothRev |
0.0002582732279988 s |
0.0002517551869968 s |
1.03 |
Concat / JaXPipe / cpu / Primal |
0.000006724817000758776 s |
0.000004939047999869217 s |
1.36 |
Concat / Jax / cpu / Primal |
0.000006617163999180775 s |
0.000004843181000069308 s |
1.37 |
Concat / HLOOpt / cpu / Primal |
0.0000069961270000931104 s |
0.000004942303000007086 s |
1.42 |
Concat / PartOpt / cpu / Primal |
0.0000066767339994839855 s |
0.000004996727999696305 s |
1.34 |
Concat / IPartOpt / cpu / Primal |
0.00000706670799991116 s |
0.000004889934999937395 s |
1.45 |
Concat / DefOpt / cpu / Primal |
0.000006467019999945478 s |
0.000004951481000261993 s |
1.31 |
Concat / IDefOpt / cpu / Primal |
0.000006953195999813033 s |
0.000004861807999986923 s |
1.43 |
Concat / JaXPipe / cpu / Forward |
0.000010452432999954908 s |
0.000008248830999946221 s |
1.27 |
Concat / Jax / cpu / Forward |
0.000010156547999940812 s |
0.000008327013000325678 s |
1.22 |
Concat / HLOOpt / cpu / Forward |
0.000010446579000017664 s |
0.0000084533599997485 s |
1.24 |
Concat / PartOpt / cpu / Forward |
0.000010247582999909354 s |
0.00000840995600037786 s |
1.22 |
Concat / IPartOpt / cpu / Forward |
0.000010431305000565772 s |
0.000008529969000392157 s |
1.22 |
Concat / DefOpt / cpu / Forward |
0.000010370154000156617 s |
0.000008378356999855896 s |
1.24 |
Concat / IDefOpt / cpu / Forward |
0.000009834499999669788 s |
0.00000818939600003432 s |
1.20 |
Concat / JaXPipe / cpu / PreRev |
0.000010458746000040264 s |
0.000008995436000077462 s |
1.16 |
Concat / JaXPipe / cpu / PostRev |
0.000011239585000112127 s |
0.000008983029999853898 s |
1.25 |
Concat / JaXPipe / cpu / BothRev |
0.000011263276000136102 s |
0.000008940564000113227 s |
1.26 |
Concat / Jax / cpu / BothRev |
0.000011299205999421246 s |
0.000009066506999715784 s |
1.25 |
Concat / HLOOpt / cpu / PreRev |
0.00001119312699938746 s |
0.000008967304000179865 s |
1.25 |
Concat / HLOOpt / cpu / PostRev |
0.00001120637500025623 s |
0.000008959386999777053 s |
1.25 |
Concat / HLOOpt / cpu / BothRev |
0.000011547010000867886 s |
0.000008867255000041041 s |
1.30 |
Concat / PartOpt / cpu / PreRev |
0.000011215864999940094 s |
0.000009178495000014664 s |
1.22 |
Concat / PartOpt / cpu / PostRev |
0.000011305384000479534 s |
0.000008785590000115917 s |
1.29 |
Concat / PartOpt / cpu / BothRev |
0.000010880069999984698 s |
0.00000908587100002478 s |
1.20 |
Concat / IPartOpt / cpu / PreRev |
0.00001133582300008129 s |
0.00000908922500002518 s |
1.25 |
Concat / IPartOpt / cpu / PostRev |
0.000011475848000372934 s |
0.000008804947000044194 s |
1.30 |
Concat / IPartOpt / cpu / BothRev |
0.000011330302000715165 s |
0.00000893408299998555 s |
1.27 |
Concat / DefOpt / cpu / PreRev |
0.000011256830999627707 s |
0.000008969920999788883 s |
1.25 |
Concat / DefOpt / cpu / PostRev |
0.0000113732780000646 s |
0.000009070109000276717 s |
1.25 |
Concat / DefOpt / cpu / BothRev |
0.000011251302000346186 s |
0.000009019390999583266 s |
1.25 |
Concat / IDefOpt / cpu / PreRev |
0.00001138154799991753 s |
0.000009060632999990049 s |
1.26 |
Concat / IDefOpt / cpu / PostRev |
0.000011025980000340497 s |
0.000009514783999748032 s |
1.16 |
Concat / IDefOpt / cpu / BothRev |
0.000011407672999666828 s |
0.000009312462999787386 s |
1.22 |
Concat / JaXPipe / cpu / Primal |
0.000004304708001654945 s |
0.000004939047999869217 s |
0.87 |
Concat / Jax / cpu / Primal |
0.000004153959000177565 s |
0.000004843181000069308 s |
0.86 |
Concat / HLOOpt / cpu / Primal |
0.000004118832999665755 s |
0.000004942303000007086 s |
0.83 |
Concat / PartOpt / cpu / Primal |
0.00000419612500081712 s |
0.000004996727999696305 s |
0.84 |
Concat / IPartOpt / cpu / Primal |
0.000004197250000288477 s |
0.000004889934999937395 s |
0.86 |
Concat / DefOpt / cpu / Primal |
0.000004081707998921047 s |
0.000004951481000261993 s |
0.82 |
Concat / IDefOpt / cpu / Primal |
0.00000415045899899269 s |
0.000004861807999986923 s |
0.85 |
Concat / JaXPipe / cpu / Forward |
0.00000652204099969822 s |
0.000008248830999946221 s |
0.79 |
Concat / Jax / cpu / Forward |
0.000006776583000828396 s |
0.000008327013000325678 s |
0.81 |
Concat / HLOOpt / cpu / Forward |
0.000006449458000133746 s |
0.0000084533599997485 s |
0.76 |
Concat / PartOpt / cpu / Forward |
0.000006466333001299063 s |
0.00000840995600037786 s |
0.77 |
Concat / IPartOpt / cpu / Forward |
0.000006607082999835256 s |
0.000008529969000392157 s |
0.77 |
Concat / DefOpt / cpu / Forward |
0.000006468834000770584 s |
0.000008378356999855896 s |
0.77 |
Concat / IDefOpt / cpu / Forward |
0.000006469500000093831 s |
0.00000818939600003432 s |
0.79 |
Concat / JaXPipe / cpu / PreRev |
0.000007564249999632011 s |
0.000008995436000077462 s |
0.84 |
Concat / JaXPipe / cpu / PostRev |
0.000007636500000444357 s |
0.000008983029999853898 s |
0.85 |
Concat / JaXPipe / cpu / BothRev |
0.000007660166998903151 s |
0.000008940564000113227 s |
0.86 |
Concat / Jax / cpu / BothRev |
0.000007452165998984128 s |
0.000009066506999715784 s |
0.82 |
Concat / HLOOpt / cpu / PreRev |
0.00000791291700079455 s |
0.000008967304000179865 s |
0.88 |
Concat / HLOOpt / cpu / PostRev |
0.000007746833998680814 s |
0.000008959386999777053 s |
0.86 |
Concat / HLOOpt / cpu / BothRev |
0.0000078179590000218 s |
0.000008867255000041041 s |
0.88 |
Concat / PartOpt / cpu / PreRev |
0.000007539791000453988 s |
0.000009178495000014664 s |
0.82 |
Concat / PartOpt / cpu / PostRev |
0.00000758562500050175 s |
0.000008785590000115917 s |
0.86 |
Concat / PartOpt / cpu / BothRev |
0.00000755570900037128 s |
0.00000908587100002478 s |
0.83 |
Concat / IPartOpt / cpu / PreRev |
0.000007567874999949708 s |
0.00000908922500002518 s |
0.83 |
Concat / IPartOpt / cpu / PostRev |
0.000007635292000486515 s |
0.000008804947000044194 s |
0.87 |
Concat / IPartOpt / cpu / BothRev |
0.000007747916999505833 s |
0.00000893408299998555 s |
0.87 |
Concat / DefOpt / cpu / PreRev |
0.000007566082998891943 s |
0.000008969920999788883 s |
0.84 |
Concat / DefOpt / cpu / PostRev |
0.000007729875000222819 s |
0.000009070109000276717 s |
0.85 |
Concat / DefOpt / cpu / BothRev |
0.000007439291999617126 s |
0.000009019390999583266 s |
0.82 |
Concat / IDefOpt / cpu / PreRev |
0.000007615292000991758 s |
0.000009060632999990049 s |
0.84 |
Concat / IDefOpt / cpu / PostRev |
0.000007802500000252621 s |
0.000009514783999748032 s |
0.82 |
Concat / IDefOpt / cpu / BothRev |
0.000007655875000637025 s |
0.000009312462999787386 s |
0.82 |
const_scatter / JaXPipe / cpu / Primal |
0.000004441876999862871 s |
0.000004542799000319064 s |
0.98 |
const_scatter / Jax / cpu / Primal |
0.000004854619999605348 s |
0.000004650534000120387 s |
1.04 |
const_scatter / HLOOpt / cpu / Primal |
0.000005377568999847427 s |
0.0000051625879996208825 s |
1.04 |
const_scatter / PartOpt / cpu / Primal |
0.0000048039509997579445 s |
0.000004559268000321026 s |
1.05 |
const_scatter / IPartOpt / cpu / Primal |
0.000004770255000039469 s |
0.000004530303999672469 s |
1.05 |
const_scatter / DefOpt / cpu / Primal |
0.000005375845000344271 s |
0.000005501718999767036 s |
0.98 |
const_scatter / IDefOpt / cpu / Primal |
0.000005398519000209489 s |
0.0000055223960002877 s |
0.98 |
const_scatter / JaXPipe / cpu / Forward |
0.000008505422999860458 s |
0.000008633642999939184 s |
0.99 |
const_scatter / Jax / cpu / Forward |
0.000007366068000010273 s |
0.000007494850000057341 s |
0.98 |
const_scatter / HLOOpt / cpu / Forward |
0.000008083885999894847 s |
0.000008732538999993266 s |
0.93 |
const_scatter / PartOpt / cpu / Forward |
0.000008504634000018995 s |
0.000008779532000062318 s |
0.97 |
const_scatter / IPartOpt / cpu / Forward |
0.000008507405999807816 s |
0.000008696373000020684 s |
0.98 |
const_scatter / DefOpt / cpu / Forward |
0.000008454078999875491 s |
0.000008708545999979833 s |
0.97 |
const_scatter / IDefOpt / cpu / Forward |
0.000008472515999983443 s |
0.000008717046000128904 s |
0.97 |
const_scatter / JaXPipe / cpu / PreRev |
0.00007110065100005159 s |
0.00007161169999972117 s |
0.99 |
const_scatter / JaXPipe / cpu / PostRev |
0.00006923139999980776 s |
0.00007047341699990284 s |
0.98 |
const_scatter / JaXPipe / cpu / BothRev |
0.00007136399599994547 s |
0.00007227439399957802 s |
0.99 |
const_scatter / Jax / cpu / BothRev |
0.00006924508999964019 s |
0.0000714204979999522 s |
0.97 |
const_scatter / HLOOpt / cpu / PreRev |
0.00007078447200001392 s |
0.00007220322499961185 s |
0.98 |
const_scatter / HLOOpt / cpu / PostRev |
0.00007068642100011858 s |
0.00007206444399980683 s |
0.98 |
const_scatter / HLOOpt / cpu / BothRev |
0.00007110985600002096 s |
0.00007172203199979777 s |
0.99 |
const_scatter / PartOpt / cpu / PreRev |
0.0000711019620002844 s |
0.00007173033200024292 s |
0.99 |
const_scatter / PartOpt / cpu / PostRev |
0.00007048570500001006 s |
0.00007152284500034511 s |
0.99 |
const_scatter / PartOpt / cpu / BothRev |
0.00007038470999987112 s |
0.00007332012000006216 s |
0.96 |
const_scatter / IPartOpt / cpu / PreRev |
0.00007143647600014446 s |
0.00007257949099994221 s |
0.98 |
const_scatter / IPartOpt / cpu / PostRev |
0.00006961133300001166 s |
0.00007136845700006233 s |
0.98 |
const_scatter / IPartOpt / cpu / BothRev |
0.00007060549100015123 s |
0.00007329381999988983 s |
0.96 |
const_scatter / DefOpt / cpu / PreRev |
0.00007110296600012589 s |
0.0000727158619997681 s |
0.98 |
const_scatter / DefOpt / cpu / PostRev |
0.00006990278100010982 s |
0.00007316291400002229 s |
0.96 |
const_scatter / DefOpt / cpu / BothRev |
0.00007165142000030756 s |
0.00007292089499969733 s |
0.98 |
const_scatter / IDefOpt / cpu / PreRev |
0.00007116049200021734 s |
0.00007341511699996773 s |
0.97 |
const_scatter / IDefOpt / cpu / PostRev |
0.00007107838599995375 s |
0.00007293481199985763 s |
0.97 |
const_scatter / IDefOpt / cpu / BothRev |
0.00007126421400016625 s |
0.0000732721690001199 s |
0.97 |
const_scatter / JaXPipe / cpu / Primal |
0.00000883192200853955 s |
0.000004542799000319064 s |
1.94 |
const_scatter / Jax / cpu / Primal |
0.000009053350004251116 s |
0.000004650534000120387 s |
1.95 |
const_scatter / HLOOpt / cpu / Primal |
0.000010301014990545807 s |
0.0000051625879996208825 s |
2.00 |
const_scatter / PartOpt / cpu / Primal |
0.000009076080998056568 s |
0.000004559268000321026 s |
1.99 |
const_scatter / IPartOpt / cpu / Primal |
0.000009567562010488473 s |
0.000004530303999672469 s |
2.11 |
const_scatter / DefOpt / cpu / Primal |
0.000010076103993924335 s |
0.000005501718999767036 s |
1.83 |
const_scatter / IDefOpt / cpu / Primal |
0.000010249345999909563 s |
0.0000055223960002877 s |
1.86 |
const_scatter / JaXPipe / cpu / Forward |
0.00001616965500579681 s |
0.000008633642999939184 s |
1.87 |
const_scatter / Jax / cpu / Forward |
0.00001303681600256823 s |
0.000007494850000057341 s |
1.74 |
const_scatter / HLOOpt / cpu / Forward |
0.000015380176002508962 s |
0.000008732538999993266 s |
1.76 |
const_scatter / PartOpt / cpu / Forward |
0.00001532675699854735 s |
0.000008779532000062318 s |
1.75 |
const_scatter / IPartOpt / cpu / Forward |
0.000015357487995061094 s |
0.000008696373000020684 s |
1.77 |
const_scatter / DefOpt / cpu / Forward |
0.000016338444009306842 s |
0.000008708545999979833 s |
1.88 |
const_scatter / IDefOpt / cpu / Forward |
0.000016004318997147492 s |
0.000008717046000128904 s |
1.84 |
const_scatter / JaXPipe / cpu / PreRev |
0.0001267492390034 s |
0.00007161169999972117 s |
1.77 |
const_scatter / JaXPipe / cpu / PostRev |
0.0001243425610009 s |
0.00007047341699990284 s |
1.76 |
const_scatter / JaXPipe / cpu / BothRev |
0.0001270229469955 s |
0.00007227439399957802 s |
1.76 |
const_scatter / Jax / cpu / BothRev |
0.0001229299030092 s |
0.0000714204979999522 s |
1.72 |
const_scatter / HLOOpt / cpu / PreRev |
0.0001328580889967 s |
0.00007220322499961185 s |
1.84 |
const_scatter / HLOOpt / cpu / PostRev |
0.0001292674389987 s |
0.00007206444399980683 s |
1.79 |
const_scatter / HLOOpt / cpu / BothRev |
0.0001269993430032 s |
0.00007172203199979777 s |
1.77 |
const_scatter / PartOpt / cpu / PreRev |
0.000129246787008 s |
0.00007173033200024292 s |
1.80 |
const_scatter / PartOpt / cpu / PostRev |
0.0001238809969945 s |
0.00007152284500034511 s |
1.73 |
const_scatter / PartOpt / cpu / BothRev |
0.0001259089130035 s |
0.00007332012000006216 s |
1.72 |
const_scatter / IPartOpt / cpu / PreRev |
0.0001315961719956 s |
0.00007257949099994221 s |
1.81 |
const_scatter / IPartOpt / cpu / PostRev |
0.0001255750609998 s |
0.00007136845700006233 s |
1.76 |
const_scatter / IPartOpt / cpu / BothRev |
0.0001296453920076 s |
0.00007329381999988983 s |
1.77 |
const_scatter / DefOpt / cpu / PreRev |
0.0001281954540027 s |
0.0000727158619997681 s |
1.76 |
const_scatter / DefOpt / cpu / PostRev |
0.0001291171459888 s |
0.00007316291400002229 s |
1.76 |
const_scatter / DefOpt / cpu / BothRev |
0.0001273696360003 s |
0.00007292089499969733 s |
1.75 |
const_scatter / IDefOpt / cpu / PreRev |
0.0001276337220042 s |
0.00007341511699996773 s |
1.74 |
const_scatter / IDefOpt / cpu / PostRev |
0.0001271482940064 s |
0.00007293481199985763 s |
1.74 |
const_scatter / IDefOpt / cpu / BothRev |
0.0001279131440096 s |
0.0000732721690001199 s |
1.75 |
const_scatter / JaXPipe / tpu / Primal |
0.0001521460790027 s |
0.0001557118380005 s |
0.98 |
const_scatter / Jax / tpu / Primal |
0.0001521045490007 s |
0.0001555177879927 s |
0.98 |
const_scatter / HLOOpt / tpu / Primal |
0.0001516542489989 s |
0.0001656027179997 s |
0.92 |
const_scatter / PartOpt / tpu / Primal |
0.0001520806279986 s |
0.0001424226880044 s |
1.07 |
const_scatter / IPartOpt / tpu / Primal |
0.0001515950780012 s |
0.0001484826680098 s |
1.02 |
const_scatter / DefOpt / tpu / Primal |
0.0001520382579983 s |
0.0001438751180103 s |
1.06 |
const_scatter / IDefOpt / tpu / Primal |
0.0001518662980015 s |
0.0001396934679942 s |
1.09 |
const_scatter / JaXPipe / tpu / Forward |
0.0002319369780016 s |
0.0002268151669995 s |
1.02 |
const_scatter / Jax / tpu / Forward |
0.0002308220270024 s |
0.0002331789969903 s |
0.99 |
const_scatter / HLOOpt / tpu / Forward |
0.0002285916279979 s |
0.0002259086069971 s |
1.01 |
const_scatter / PartOpt / tpu / Forward |
0.0002100579479993 s |
0.0002268128669966 s |
0.93 |
const_scatter / IPartOpt / tpu / Forward |
0.0002239975680022 s |
0.0002271359169972 s |
0.99 |
const_scatter / DefOpt / tpu / Forward |
0.0002312451180005 s |
0.0002422319869947 s |
0.95 |
const_scatter / IDefOpt / tpu / Forward |
0.000225079107 s |
0.0002387548170081 s |
0.94 |
const_scatter / JaXPipe / tpu / PreRev |
0.000216033487999 s |
0.0002414918279973 s |
0.89 |
const_scatter / JaXPipe / tpu / PostRev |
0.0002311282170012 s |
0.0002519189169979 s |
0.92 |
const_scatter / JaXPipe / tpu / BothRev |
0.0002283550269967 s |
0.0002232250270026 s |
1.02 |
const_scatter / Jax / tpu / BothRev |
0.0002307944780004 s |
0.0002132751069875 s |
1.08 |
const_scatter / HLOOpt / tpu / PreRev |
0.0002262913179984 s |
0.000227800706998 s |
0.99 |
const_scatter / HLOOpt / tpu / PostRev |
0.0002060099780028 s |
0.0002305370269896 s |
0.89 |
const_scatter / HLOOpt / tpu / BothRev |
0.0002320789180012 s |
0.0002201429379929 s |
1.05 |
const_scatter / PartOpt / tpu / PreRev |
0.0002092112479986 s |
0.0002232902569958 s |
0.94 |
const_scatter / PartOpt / tpu / PostRev |
0.0002065848580023 s |
0.0002281784670049 s |
0.91 |
const_scatter / PartOpt / tpu / BothRev |
0.0002094874479989 s |
0.0002410338369954 s |
0.87 |
const_scatter / IPartOpt / tpu / PreRev |
0.0002083052470006 s |
0.0002453925970039 s |
0.85 |
const_scatter / IPartOpt / tpu / PostRev |
0.0002104488080003 s |
0.0002393299270042 s |
0.88 |
const_scatter / IPartOpt / tpu / BothRev |
0.0002256984180021 s |
0.0002396781270072 s |
0.94 |
const_scatter / DefOpt / tpu / PreRev |
0.0002250025370012 s |
0.0002173843769996 s |
1.04 |
const_scatter / DefOpt / tpu / PostRev |
0.0002035032379972 s |
0.0002222934470046 s |
0.92 |
const_scatter / DefOpt / tpu / BothRev |
0.0002018706380004 s |
0.0002417754970083 s |
0.83 |
const_scatter / IDefOpt / tpu / PreRev |
0.0002155520479973 s |
0.000242736827 s |
0.89 |
const_scatter / IDefOpt / tpu / PostRev |
0.0002058826780012 s |
0.0002262511570006 s |
0.91 |
const_scatter / IDefOpt / tpu / BothRev |
0.0002034523580005 s |
0.0002281567280006 s |
0.89 |
const_scatter / JaXPipe / cpu / Primal |
0.000006315512000583112 s |
0.000004542799000319064 s |
1.39 |
const_scatter / Jax / cpu / Primal |
0.0000063234839999495305 s |
0.000004650534000120387 s |
1.36 |
const_scatter / HLOOpt / cpu / Primal |
0.000007071983000059845 s |
0.0000051625879996208825 s |
1.37 |
const_scatter / PartOpt / cpu / Primal |
0.000006664313000328548 s |
0.000004559268000321026 s |
1.46 |
const_scatter / IPartOpt / cpu / Primal |
0.000006317145000139135 s |
0.000004530303999672469 s |
1.39 |
const_scatter / DefOpt / cpu / Primal |
0.000007133396999961405 s |
0.000005501718999767036 s |
1.30 |
const_scatter / IDefOpt / cpu / Primal |
0.00000736770100047579 s |
0.0000055223960002877 s |
1.33 |
const_scatter / JaXPipe / cpu / Forward |
0.000010772378999718058 s |
0.000008633642999939184 s |
1.25 |
const_scatter / Jax / cpu / Forward |
0.000009541342000375152 s |
0.000007494850000057341 s |
1.27 |
const_scatter / HLOOpt / cpu / Forward |
0.00001033405300040613 s |
0.000008732538999993266 s |
1.18 |
const_scatter / PartOpt / cpu / Forward |
0.000010819134000485064 s |
0.000008779532000062318 s |
1.23 |
const_scatter / IPartOpt / cpu / Forward |
0.000010895692000303823 s |
0.000008696373000020684 s |
1.25 |
const_scatter / DefOpt / cpu / Forward |
0.000010930602000371436 s |
0.000008708545999979833 s |
1.26 |
const_scatter / IDefOpt / cpu / Forward |
0.000010332492000088675 s |
0.000008717046000128904 s |
1.19 |
const_scatter / JaXPipe / cpu / PreRev |
0.0001103963430005 s |
0.00007161169999972117 s |
1.54 |
const_scatter / JaXPipe / cpu / PostRev |
0.0001199469190005 s |
0.00007047341699990284 s |
1.70 |
const_scatter / JaXPipe / cpu / BothRev |
0.0001459785759998 s |
0.00007227439399957802 s |
2.02 |
const_scatter / Jax / cpu / BothRev |
0.0001485425589999 s |
0.0000714204979999522 s |
2.08 |
const_scatter / HLOOpt / cpu / PreRev |
0.0001560715100004 s |
0.00007220322499961185 s |
2.16 |
const_scatter / HLOOpt / cpu / PostRev |
0.0001433628610002 s |
0.00007206444399980683 s |
1.99 |
const_scatter / HLOOpt / cpu / BothRev |
0.0001457222839999 s |
0.00007172203199979777 s |
2.03 |
const_scatter / PartOpt / cpu / PreRev |
0.0001568127730006 s |
0.00007173033200024292 s |
2.19 |
const_scatter / PartOpt / cpu / PostRev |
0.0001522263280003 s |
0.00007152284500034511 s |
2.13 |
const_scatter / PartOpt / cpu / BothRev |
0.0001536005020006 s |
0.00007332012000006216 s |
2.09 |
const_scatter / IPartOpt / cpu / PreRev |
0.000142602547 s |
0.00007257949099994221 s |
1.96 |
const_scatter / IPartOpt / cpu / PostRev |
0.0001346290770006 s |
0.00007136845700006233 s |
1.89 |
const_scatter / IPartOpt / cpu / BothRev |
0.0001436657680005 s |
0.00007329381999988983 s |
1.96 |
const_scatter / DefOpt / cpu / PreRev |
0.0001130561240006 s |
0.0000727158619997681 s |
1.55 |
const_scatter / DefOpt / cpu / PostRev |
0.0001473684789998 s |
0.00007316291400002229 s |
2.01 |
const_scatter / DefOpt / cpu / BothRev |
0.000119376906 s |
0.00007292089499969733 s |
1.64 |
const_scatter / IDefOpt / cpu / PreRev |
0.0001326286209996 s |
0.00007341511699996773 s |
1.81 |
const_scatter / IDefOpt / cpu / PostRev |
0.0001341196270004 s |
0.00007293481199985763 s |
1.84 |
const_scatter / IDefOpt / cpu / BothRev |
0.0001424729029995 s |
0.0000732721690001199 s |
1.94 |
const_scatter / JaXPipe / cpu / Primal |
0.000004024166999442968 s |
0.000004542799000319064 s |
0.89 |
const_scatter / Jax / cpu / Primal |
0.000003893332999723498 s |
0.000004650534000120387 s |
0.84 |
const_scatter / HLOOpt / cpu / Primal |
0.000004414791999806767 s |
0.0000051625879996208825 s |
0.86 |
const_scatter / PartOpt / cpu / Primal |
0.000003869916001349338 s |
0.000004559268000321026 s |
0.85 |
const_scatter / IPartOpt / cpu / Primal |
0.0000039199999991978985 s |
0.000004530303999672469 s |
0.87 |
const_scatter / DefOpt / cpu / Primal |
0.000004364458000054583 s |
0.000005501718999767036 s |
0.79 |
const_scatter / IDefOpt / cpu / Primal |
0.0000044072919990867375 s |
0.0000055223960002877 s |
0.80 |
const_scatter / JaXPipe / cpu / Forward |
0.00000699391699890839 s |
0.000008633642999939184 s |
0.81 |
const_scatter / Jax / cpu / Forward |
0.000006128875000285916 s |
0.000007494850000057341 s |
0.82 |
const_scatter / HLOOpt / cpu / Forward |
0.000007184291000157827 s |
0.000008732538999993266 s |
0.82 |
const_scatter / PartOpt / cpu / Forward |
0.000007213957998828846 s |
0.000008779532000062318 s |
0.82 |
const_scatter / IPartOpt / cpu / Forward |
0.00000720375000128115 s |
0.000008696373000020684 s |
0.83 |
const_scatter / DefOpt / cpu / Forward |
0.000007401000000754721 s |
0.000008708545999979833 s |
0.85 |
const_scatter / IDefOpt / cpu / Forward |
0.000007010958999671857 s |
0.000008717046000128904 s |
0.80 |
const_scatter / JaXPipe / cpu / PreRev |
0.0002489135409996 s |
0.00007161169999972117 s |
3.48 |
const_scatter / JaXPipe / cpu / PostRev |
0.0002437943339991 s |
0.00007047341699990284 s |
3.46 |
const_scatter / JaXPipe / cpu / BothRev |
0.0002485065420005 s |
0.00007227439399957802 s |
3.44 |
const_scatter / Jax / cpu / BothRev |
0.0002569528330004 s |
0.0000714204979999522 s |
3.60 |
const_scatter / HLOOpt / cpu / PreRev |
0.0002557375420001 s |
0.00007220322499961185 s |
3.54 |
const_scatter / HLOOpt / cpu / PostRev |
0.0002517535000006 s |
0.00007206444399980683 s |
3.49 |
const_scatter / HLOOpt / cpu / BothRev |
0.0002526669579983 s |
0.00007172203199979777 s |
3.52 |
const_scatter / PartOpt / cpu / PreRev |
0.0002505156669994 s |
0.00007173033200024292 s |
3.49 |
const_scatter / PartOpt / cpu / PostRev |
0.0002542369170005 s |
0.00007152284500034511 s |
3.55 |
const_scatter / PartOpt / cpu / BothRev |
0.0002570745829998 s |
0.00007332012000006216 s |
3.51 |
const_scatter / IPartOpt / cpu / PreRev |
0.0002571235409996 s |
0.00007257949099994221 s |
3.54 |
const_scatter / IPartOpt / cpu / PostRev |
0.0002587114580001 s |
0.00007136845700006233 s |
3.63 |
const_scatter / IPartOpt / cpu / BothRev |
0.0002539696660005 s |
0.00007329381999988983 s |
3.47 |
const_scatter / DefOpt / cpu / PreRev |
0.0002531985839996 s |
0.0000727158619997681 s |
3.48 |
const_scatter / DefOpt / cpu / PostRev |
0.000250540125 s |
0.00007316291400002229 s |
3.42 |
const_scatter / DefOpt / cpu / BothRev |
0.0002560397079996 s |
0.00007292089499969733 s |
3.51 |
const_scatter / IDefOpt / cpu / PreRev |
0.0002454699170011 s |
0.00007341511699996773 s |
3.34 |
const_scatter / IDefOpt / cpu / PostRev |
0.0002468316670001 s |
0.00007293481199985763 s |
3.38 |
const_scatter / IDefOpt / cpu / BothRev |
0.0002470026669998 s |
0.0000732721690001199 s |
3.37 |
GenDot / JaXPipe / cpu / Primal |
0.000004998752999654244 s |
0.000004804944000170508 s |
1.04 |
GenDot / Jax / cpu / Primal |
0.000005078892999790696 s |
0.000004990791000182071 s |
1.02 |
GenDot / HLOOpt / cpu / Primal |
0.000005315239000083238 s |
0.000005486056000336248 s |
0.97 |
GenDot / PartOpt / cpu / Primal |
0.000005139523999787343 s |
0.000005278483999973105 s |
0.97 |
GenDot / IPartOpt / cpu / Primal |
0.00000501420800037522 s |
0.000005219922999913251 s |
0.96 |
GenDot / DefOpt / cpu / Primal |
0.000005341070000213222 s |
0.000005435787999886088 s |
0.98 |
GenDot / IDefOpt / cpu / Primal |
0.000005395933000272635 s |
0.000005418468000243593 s |
1.00 |
GenDot / JaXPipe / cpu / Forward |
0.000008294765000300686 s |
0.000008408987999700912 s |
0.99 |
GenDot / Jax / cpu / Forward |
0.000007261564000145881 s |
0.000007583832999898732 s |
0.96 |
GenDot / HLOOpt / cpu / Forward |
0.00000818784000011874 s |
0.000008493093000197405 s |
0.96 |
GenDot / PartOpt / cpu / Forward |
0.000008196193000003404 s |
0.000008583802000430296 s |
0.95 |
GenDot / IPartOpt / cpu / Forward |
0.00000815135300035763 s |
0.000008257569999841508 s |
0.99 |
GenDot / DefOpt / cpu / Forward |
0.000008262744000148814 s |
0.000008475857000121323 s |
0.97 |
GenDot / IDefOpt / cpu / Forward |
0.00000812260700013212 s |
0.000008244755999839981 s |
0.99 |
GenDot / JaXPipe / cpu / PreRev |
0.000008111544999792385 s |
0.000008413238000230195 s |
0.96 |
GenDot / JaXPipe / cpu / PostRev |
0.00000769621300014478 s |
0.000008007302000351047 s |
0.96 |
GenDot / JaXPipe / cpu / BothRev |
0.000008225585000218416 s |
0.000008199377999972058 s |
1.00 |
GenDot / Jax / cpu / BothRev |
0.000007616962999691168 s |
0.000007531080000262591 s |
1.01 |
GenDot / HLOOpt / cpu / PreRev |
0.000008204307000141852 s |
0.000008315725000102248 s |
0.99 |
GenDot / HLOOpt / cpu / PostRev |
0.000008194887000172457 s |
0.000008332528999744682 s |
0.98 |
GenDot / HLOOpt / cpu / BothRev |
0.000008234494000134874 s |
0.000008280430000013439 s |
0.99 |
GenDot / PartOpt / cpu / PreRev |
0.000008198465000077704 s |
0.000008388018000005103 s |
0.98 |
GenDot / PartOpt / cpu / PostRev |
0.000007645815000159928 s |
0.00000758394300009968 s |
1.01 |
GenDot / PartOpt / cpu / BothRev |
0.000008205387000089103 s |
0.000008325208999849564 s |
0.99 |
GenDot / IPartOpt / cpu / PreRev |
0.000008267330000307993 s |
0.000008456799000214232 s |
0.98 |
GenDot / IPartOpt / cpu / PostRev |
0.000007736808000117889 s |
0.000007973883999966347 s |
0.97 |
GenDot / IPartOpt / cpu / BothRev |
0.000008198859999993147 s |
0.000008369751999907749 s |
0.98 |
GenDot / DefOpt / cpu / PreRev |
0.000008270111999991059 s |
0.000008482834000005823 s |
0.97 |
GenDot / DefOpt / cpu / PostRev |
0.000008244662999913999 s |
0.000008371303999865632 s |
0.98 |
GenDot / DefOpt / cpu / BothRev |
0.000008222479000323801 s |
0.000008521177000147873 s |
0.96 |
GenDot / IDefOpt / cpu / PreRev |
0.000008131735000006301 s |
0.000008243164999839792 s |
0.99 |
GenDot / IDefOpt / cpu / PostRev |
0.000008615118999841798 s |
0.000008349020999958157 s |
1.03 |
GenDot / IDefOpt / cpu / BothRev |
0.000008211348000259023 s |
0.000008341675000338 s |
0.98 |
GenDot / JaXPipe / cpu / Primal |
0.00000950250199821312 s |
0.000004804944000170508 s |
1.98 |
GenDot / Jax / cpu / Primal |
0.000009775496000656858 s |
0.000004990791000182071 s |
1.96 |
GenDot / HLOOpt / cpu / Primal |
0.000010902056994382292 s |
0.000005486056000336248 s |
1.99 |
GenDot / PartOpt / cpu / Primal |
0.000009591570997145028 s |
0.000005278483999973105 s |
1.82 |
GenDot / IPartOpt / cpu / Primal |
0.000009477551997406408 s |
0.000005219922999913251 s |
1.82 |
GenDot / DefOpt / cpu / Primal |
0.00001143391599180177 s |
0.000005435787999886088 s |
2.10 |
GenDot / IDefOpt / cpu / Primal |
0.00001152367700706236 s |
0.000005418468000243593 s |
2.13 |
GenDot / JaXPipe / cpu / Forward |
0.0000168785310088424 s |
0.000008408987999700912 s |
2.01 |
GenDot / Jax / cpu / Forward |
0.000013935266993939876 s |
0.000007583832999898732 s |
1.84 |
GenDot / HLOOpt / cpu / Forward |
0.000016689590003807098 s |
0.000008493093000197405 s |
1.97 |
GenDot / PartOpt / cpu / Forward |
0.000016173085998161696 s |
0.000008583802000430296 s |
1.88 |
GenDot / IPartOpt / cpu / Forward |
0.000015883483007200994 s |
0.000008257569999841508 s |
1.92 |
GenDot / DefOpt / cpu / Forward |
0.000015965179991326294 s |
0.000008475857000121323 s |
1.88 |
GenDot / IDefOpt / cpu / Forward |
0.000016860771997016855 s |
0.000008244755999839981 s |
2.05 |
GenDot / JaXPipe / cpu / PreRev |
0.00001674200200068299 s |
0.000008413238000230195 s |
1.99 |
GenDot / JaXPipe / cpu / PostRev |
0.000014503698999760671 s |
0.000008007302000351047 s |
1.81 |
GenDot / JaXPipe / cpu / BothRev |
0.0000166611469903728 s |
0.000008199377999972058 s |
2.03 |
GenDot / Jax / cpu / BothRev |
0.000013647501997184008 s |
0.000007531080000262591 s |
1.81 |
GenDot / HLOOpt / cpu / PreRev |
0.00001585643200087361 s |
0.000008315725000102248 s |
1.91 |
GenDot / HLOOpt / cpu / PostRev |
0.00001600938600313384 s |
0.000008332528999744682 s |
1.92 |
GenDot / HLOOpt / cpu / BothRev |
0.000016872316002263687 s |
0.000008280430000013439 s |
2.04 |
GenDot / PartOpt / cpu / PreRev |
0.000016012171996408142 s |
0.000008388018000005103 s |
1.91 |
GenDot / PartOpt / cpu / PostRev |
0.000014720356004545464 s |
0.00000758394300009968 s |
1.94 |
GenDot / PartOpt / cpu / BothRev |
0.000016074326995294542 s |
0.000008325208999849564 s |
1.93 |
GenDot / IPartOpt / cpu / PreRev |
0.000016134372999658807 s |
0.000008456799000214232 s |
1.91 |
GenDot / IPartOpt / cpu / PostRev |
0.000014026134012965483 s |
0.000007973883999966347 s |
1.76 |
GenDot / IPartOpt / cpu / BothRev |
0.000016839910997077822 s |
0.000008369751999907749 s |
2.01 |
GenDot / DefOpt / cpu / PreRev |
0.000016858825998497194 s |
0.000008482834000005823 s |
1.99 |
GenDot / DefOpt / cpu / PostRev |
0.000016700742999091745 s |
0.000008371303999865632 s |
1.99 |
GenDot / DefOpt / cpu / BothRev |
0.000015926467996905558 s |
0.000008521177000147873 s |
1.87 |
GenDot / IDefOpt / cpu / PreRev |
0.000016732107993448153 s |
0.000008243164999839792 s |
2.03 |
GenDot / IDefOpt / cpu / PostRev |
0.00001693444799457211 s |
0.000008349020999958157 s |
2.03 |
GenDot / IDefOpt / cpu / BothRev |
0.000016802981990622355 s |
0.000008341675000338 s |
2.01 |
GenDot / JaXPipe / tpu / Primal |
0.0001336077690029 s |
0.0001414514589996 s |
0.94 |
GenDot / Jax / tpu / Primal |
0.0001349702690022 s |
0.0001387699490005 s |
0.97 |
GenDot / HLOOpt / tpu / Primal |
0.0001338081690009 s |
0.0001529761380079 s |
0.87 |
GenDot / PartOpt / tpu / Primal |
0.000133582669001 s |
0.0001394552080018 s |
0.96 |
GenDot / IPartOpt / tpu / Primal |
0.0001340864490011 s |
0.0001537421480024 s |
0.87 |
GenDot / DefOpt / tpu / Primal |
0.0001336682889996 s |
0.0001543261479964 s |
0.87 |
GenDot / IDefOpt / tpu / Primal |
0.0001334638389998 s |
0.0001536306180059 s |
0.87 |
GenDot / JaXPipe / tpu / Forward |
0.000201135968 s |
0.0002155438070039 s |
0.93 |
GenDot / Jax / tpu / Forward |
0.0002006628279996 s |
0.0002205755270115 s |
0.91 |
GenDot / HLOOpt / tpu / Forward |
0.0002105889279991 s |
0.0001983378779987 s |
1.06 |
GenDot / PartOpt / tpu / Forward |
0.0002104151779967 s |
0.000228337307999 s |
0.92 |
GenDot / IPartOpt / tpu / Forward |
0.0002300386780007 s |
0.0002288705670071 s |
1.01 |
GenDot / DefOpt / tpu / Forward |
0.0001985055280019 s |
0.0002181117279978 s |
0.91 |
GenDot / IDefOpt / tpu / Forward |
0.0001964762080024 s |
0.0002173226869927 s |
0.90 |
GenDot / JaXPipe / tpu / PreRev |
0.0001959208279986 s |
0.0002284852970042 s |
0.86 |
GenDot / JaXPipe / tpu / PostRev |
0.0002343366770001 s |
0.0002407040270045 s |
0.97 |
GenDot / JaXPipe / tpu / BothRev |
0.0001868129780013 s |
0.0002286481269984 s |
0.82 |
GenDot / Jax / tpu / BothRev |
0.0001851876679975 s |
0.000229029317008 s |
0.81 |
GenDot / HLOOpt / tpu / PreRev |
0.0001861477380007 s |
0.0002226249069935 s |
0.84 |
GenDot / HLOOpt / tpu / PostRev |
0.0002201215480017 s |
0.0002230617869936 s |
0.99 |
GenDot / HLOOpt / tpu / BothRev |
0.000208645917999 s |
0.0002268825470091 s |
0.92 |
GenDot / PartOpt / tpu / PreRev |
0.0002106226680007 s |
0.0002217088670004 s |
0.95 |
GenDot / PartOpt / tpu / PostRev |
0.0002087990079999 s |
0.0002265577770012 s |
0.92 |
GenDot / PartOpt / tpu / BothRev |
0.0002099108479997 s |
0.0001996122080017 s |
1.05 |
GenDot / IPartOpt / tpu / PreRev |
0.0002098054080015 s |
0.0001981578379927 s |
1.06 |
GenDot / IPartOpt / tpu / PostRev |
0.0002095633780008 s |
0.0001991963870095 s |
1.05 |
GenDot / IPartOpt / tpu / BothRev |
0.0002089920379985 s |
0.0001976831879874 s |
1.06 |
GenDot / DefOpt / tpu / PreRev |
0.0002100846380017 s |
0.0001986292779911 s |
1.06 |
GenDot / DefOpt / tpu / PostRev |
0.0002044505270023 s |
0.0001995598679932 s |
1.02 |
GenDot / DefOpt / tpu / BothRev |
0.0002075912279979 s |
0.0002106546769937 s |
0.99 |
GenDot / IDefOpt / tpu / PreRev |
0.000206377978 s |
0.0002162567269988 s |
0.95 |
GenDot / IDefOpt / tpu / PostRev |
0.0002044359780011 s |
0.0002182691570051 s |
0.94 |
GenDot / IDefOpt / tpu / BothRev |
0.0002047126370016 s |
0.0002280742169969 s |
0.90 |
GenDot / JaXPipe / cpu / Primal |
0.000006635249000282783 s |
0.000004804944000170508 s |
1.38 |
GenDot / Jax / cpu / Primal |
0.0000068198119997759935 s |
0.000004990791000182071 s |
1.37 |
GenDot / HLOOpt / cpu / Primal |
0.000007607927000208292 s |
0.000005486056000336248 s |
1.39 |
GenDot / PartOpt / cpu / Primal |
0.000006913090000125521 s |
0.000005278483999973105 s |
1.31 |
GenDot / IPartOpt / cpu / Primal |
0.000007187840999904438 s |
0.000005219922999913251 s |
1.38 |
GenDot / DefOpt / cpu / Primal |
0.000007694425999943633 s |
0.000005435787999886088 s |
1.42 |
GenDot / IDefOpt / cpu / Primal |
0.000007734367000011843 s |
0.000005418468000243593 s |
1.43 |
GenDot / JaXPipe / cpu / Forward |
0.00001135676899957616 s |
0.000008408987999700912 s |
1.35 |
GenDot / Jax / cpu / Forward |
0.000009629021999899124 s |
0.000007583832999898732 s |
1.27 |
GenDot / HLOOpt / cpu / Forward |
0.000010887778000324032 s |
0.000008493093000197405 s |
1.28 |
GenDot / PartOpt / cpu / Forward |
0.00001090885299981892 s |
0.000008583802000430296 s |
1.27 |
GenDot / IPartOpt / cpu / Forward |
0.00001083795500017004 s |
0.000008257569999841508 s |
1.31 |
GenDot / DefOpt / cpu / Forward |
0.000011515364000842964 s |
0.000008475857000121323 s |
1.36 |
GenDot / IDefOpt / cpu / Forward |
0.000011496561000058136 s |
0.000008244755999839981 s |
1.39 |
GenDot / JaXPipe / cpu / PreRev |
0.0000114703039998858 s |
0.000008413238000230195 s |
1.36 |
GenDot / JaXPipe / cpu / PostRev |
0.000010271019999890995 s |
0.000008007302000351047 s |
1.28 |
GenDot / JaXPipe / cpu / BothRev |
0.00001156881400038401 s |
0.000008199377999972058 s |
1.41 |
GenDot / Jax / cpu / BothRev |
0.00001016167600027984 s |
0.000007531080000262591 s |
1.35 |
GenDot / HLOOpt / cpu / PreRev |
0.000011049285999433778 s |
0.000008315725000102248 s |
1.33 |
GenDot / HLOOpt / cpu / PostRev |
0.000011440195999966818 s |
0.000008332528999744682 s |
1.37 |
GenDot / HLOOpt / cpu / BothRev |
0.000011478265000732793 s |
0.000008280430000013439 s |
1.39 |
GenDot / PartOpt / cpu / PreRev |
0.00001085838099970715 s |
0.000008388018000005103 s |
1.29 |
GenDot / PartOpt / cpu / PostRev |
0.000010210523999376164 s |
0.00000758394300009968 s |
1.35 |
GenDot / PartOpt / cpu / BothRev |
0.000010984104000272057 s |
0.000008325208999849564 s |
1.32 |
GenDot / IPartOpt / cpu / PreRev |
0.00001148764800018398 s |
0.000008456799000214232 s |
1.36 |
GenDot / IPartOpt / cpu / PostRev |
0.00001024145899918949 s |
0.000007973883999966347 s |
1.28 |
GenDot / IPartOpt / cpu / BothRev |
0.00001162712899986218 s |
0.000008369751999907749 s |
1.39 |
GenDot / DefOpt / cpu / PreRev |
0.000011538757999915106 s |
0.000008482834000005823 s |
1.36 |
GenDot / DefOpt / cpu / PostRev |
0.000010936530999970272 s |
0.000008371303999865632 s |
1.31 |
GenDot / DefOpt / cpu / BothRev |
0.000011517601999912586 s |
0.000008521177000147873 s |
1.35 |
GenDot / IDefOpt / cpu / PreRev |
0.000011348777999955928 s |
0.000008243164999839792 s |
1.38 |
GenDot / IDefOpt / cpu / PostRev |
0.0000115436360001695 s |
0.000008349020999958157 s |
1.38 |
GenDot / IDefOpt / cpu / BothRev |
0.000010959558999275032 s |
0.000008341675000338 s |
1.31 |
GenDot / JaXPipe / cpu / Primal |
0.000004229666999890469 s |
0.000004804944000170508 s |
0.88 |
GenDot / Jax / cpu / Primal |
0.000004388750001453445 s |
0.000004990791000182071 s |
0.88 |
GenDot / HLOOpt / cpu / Primal |
0.000004517375000432366 s |
0.000005486056000336248 s |
0.82 |
GenDot / PartOpt / cpu / Primal |
0.000004312082999604172 s |
0.000005278483999973105 s |
0.82 |
GenDot / IPartOpt / cpu / Primal |
0.000004129792001549504 s |
0.000005219922999913251 s |
0.79 |
GenDot / DefOpt / cpu / Primal |
0.0000045824579992768124 s |
0.000005435787999886088 s |
0.84 |
GenDot / IDefOpt / cpu / Primal |
0.000004534749999947963 s |
0.000005418468000243593 s |
0.84 |
GenDot / JaXPipe / cpu / Forward |
0.000006878583000798244 s |
0.000008408987999700912 s |
0.82 |
GenDot / Jax / cpu / Forward |
0.00000623766699936823 s |
0.000007583832999898732 s |
0.82 |
GenDot / HLOOpt / cpu / Forward |
0.000007066125001074397 s |
0.000008493093000197405 s |
0.83 |
GenDot / PartOpt / cpu / Forward |
0.000007270374999279738 s |
0.000008583802000430296 s |
0.85 |
GenDot / IPartOpt / cpu / Forward |
0.000006858749999082647 s |
0.000008257569999841508 s |
0.83 |
GenDot / DefOpt / cpu / Forward |
0.000006873750000522705 s |
0.000008475857000121323 s |
0.81 |
GenDot / IDefOpt / cpu / Forward |
0.000007187667000835063 s |
0.000008244755999839981 s |
0.87 |
GenDot / JaXPipe / cpu / PreRev |
0.0000071546660001331474 s |
0.000008413238000230195 s |
0.85 |
GenDot / JaXPipe / cpu / PostRev |
0.000006494416000350611 s |
0.000008007302000351047 s |
0.81 |
GenDot / JaXPipe / cpu / BothRev |
0.000006945540999367949 s |
0.000008199377999972058 s |
0.85 |
GenDot / Jax / cpu / BothRev |
0.000006445040999096818 s |
0.000007531080000262591 s |
0.86 |
GenDot / HLOOpt / cpu / PreRev |
0.000007033667001451249 s |
0.000008315725000102248 s |
0.85 |
GenDot / HLOOpt / cpu / PostRev |
0.0000072597910002514255 s |
0.000008332528999744682 s |
0.87 |
GenDot / HLOOpt / cpu / BothRev |
0.000007315709000977222 s |
0.000008280430000013439 s |
0.88 |
GenDot / PartOpt / cpu / PreRev |
0.000007308250000278349 s |
0.000008388018000005103 s |
0.87 |
GenDot / PartOpt / cpu / PostRev |
0.000006574125000042841 s |
0.00000758394300009968 s |
0.87 |
GenDot / PartOpt / cpu / BothRev |
0.000007044208001389052 s |
0.000008325208999849564 s |
0.85 |
GenDot / IPartOpt / cpu / PreRev |
0.00000698829199973261 s |
0.000008456799000214232 s |
0.83 |
GenDot / IPartOpt / cpu / PostRev |
0.000006452375000662869 s |
0.000007973883999966347 s |
0.81 |
GenDot / IPartOpt / cpu / BothRev |
0.000007132167000236223 s |
0.000008369751999907749 s |
0.85 |
GenDot / DefOpt / cpu / PreRev |
0.000007126958000299055 s |
0.000008482834000005823 s |
0.84 |
GenDot / DefOpt / cpu / PostRev |
0.000007201583001005929 s |
0.000008371303999865632 s |
0.86 |
GenDot / DefOpt / cpu / BothRev |
0.0000070070420006231874 s |
0.000008521177000147873 s |
0.82 |
GenDot / IDefOpt / cpu / PreRev |
0.000006917708000401035 s |
0.000008243164999839792 s |
0.84 |
GenDot / IDefOpt / cpu / PostRev |
0.000007117166998796165 s |
0.000008349020999958157 s |
0.85 |
GenDot / IDefOpt / cpu / BothRev |
0.0000071388339983968765 s |
0.000008341675000338 s |
0.86 |
hlo_ffi / JaXPipe / cpu / Primal |
0.000007644821000212687 s |
0.000007900340000105643 s |
0.97 |
hlo_ffi / Jax / cpu / Primal |
0.0000075989120000485855 s |
0.000007505378000132623 s |
1.01 |
hlo_ffi / HLOOpt / cpu / Primal |
0.000007625484999607579 s |
0.0000075434320001477315 s |
1.01 |
hlo_ffi / PartOpt / cpu / Primal |
0.000007508562999646529 s |
0.000007534050000231218 s |
1.00 |
hlo_ffi / IPartOpt / cpu / Primal |
0.00000753090800026257 s |
0.000007526382999913039 s |
1.00 |
hlo_ffi / DefOpt / cpu / Primal |
0.000007559367999874666 s |
0.000007519453999975667 s |
1.01 |
hlo_ffi / IDefOpt / cpu / Primal |
0.000007534209999903396 s |
0.000007539486000041507 s |
1.00 |
hlo_ffi / JaXPipe / cpu / Forward |
0.00001220367099995201 s |
0.000011994798999694466 s |
1.02 |
hlo_ffi / Jax / cpu / Forward |
0.000012041785000292294 s |
0.000011957256000187045 s |
1.01 |
hlo_ffi / HLOOpt / cpu / Forward |
0.000012051419999806967 s |
0.000011988856000243686 s |
1.01 |
hlo_ffi / PartOpt / cpu / Forward |
0.00001211277299989888 s |
0.000011976780999702896 s |
1.01 |
hlo_ffi / IPartOpt / cpu / Forward |
0.0000120920650001608 s |
0.000012128487999689242 s |
1.00 |
hlo_ffi / DefOpt / cpu / Forward |
0.000011948534000111977 s |
0.000012070416000369733 s |
0.99 |
hlo_ffi / IDefOpt / cpu / Forward |
0.000012106427000162512 s |
0.000011942573999931482 s |
1.01 |
hlo_ffi / JaXPipe / cpu / PreRev |
0.000011767259999942326 s |
0.00001174029799994969 s |
1.00 |
hlo_ffi / JaXPipe / cpu / PostRev |
0.000011961940999754008 s |
0.000011982019999777548 s |
1.00 |
hlo_ffi / JaXPipe / cpu / BothRev |
0.000012076625999725365 s |
0.000011666696999782289 s |
1.04 |
hlo_ffi / Jax / cpu / BothRev |
0.000012254665000000389 s |
0.000011725319000106538 s |
1.05 |
hlo_ffi / HLOOpt / cpu / PreRev |
0.000012258936000307584 s |
0.000011734915000033652 s |
1.04 |
hlo_ffi / HLOOpt / cpu / PostRev |
0.000011844194999866886 s |
0.00001166645300008895 s |
1.02 |
hlo_ffi / HLOOpt / cpu / BothRev |
0.000012197468000067602 s |
0.000012141532999976336 s |
1.00 |
hlo_ffi / PartOpt / cpu / PreRev |
0.00001225879999992685 s |
0.00001207523500033858 s |
1.02 |
hlo_ffi / PartOpt / cpu / PostRev |
0.000011802730999988853 s |
0.000011731356999916896 s |
1.01 |
hlo_ffi / PartOpt / cpu / BothRev |
0.000011816451999948183 s |
0.000011741163000351662 s |
1.01 |
hlo_ffi / IPartOpt / cpu / PreRev |
0.000011745862999759992 s |
0.000011816475999694376 s |
0.99 |
hlo_ffi / IPartOpt / cpu / PostRev |
0.000012169213000106536 s |
0.000012060856000061904 s |
1.01 |
hlo_ffi / IPartOpt / cpu / BothRev |
0.00001169917399965925 s |
0.000011570556000151557 s |
1.01 |
hlo_ffi / DefOpt / cpu / PreRev |
0.000011909391999779471 s |
0.000011594947000048706 s |
1.03 |
hlo_ffi / DefOpt / cpu / PostRev |
0.000011853332000100636 s |
0.000011649876999854314 s |
1.02 |
hlo_ffi / DefOpt / cpu / BothRev |
0.000011750145999940286 s |
0.000011748198000077536 s |
1.00 |
hlo_ffi / IDefOpt / cpu / PreRev |
0.000011840371999824128 s |
0.000011865585000123246 s |
1.00 |
hlo_ffi / IDefOpt / cpu / PostRev |
0.00001173521400005484 s |
0.000011721502999989752 s |
1.00 |
hlo_ffi / IDefOpt / cpu / BothRev |
0.00001216154599978836 s |
0.000011641312999927322 s |
1.04 |
hlo_ffi / JaXPipe / cpu / Primal |
0.000014166639011818916 s |
0.000007900340000105643 s |
1.79 |
hlo_ffi / Jax / cpu / Primal |
0.000013588957997853867 s |
0.000007505378000132623 s |
1.81 |
hlo_ffi / HLOOpt / cpu / Primal |
0.000014240160991903396 s |
0.0000075434320001477315 s |
1.89 |
hlo_ffi / PartOpt / cpu / Primal |
0.000014200827994500287 s |
0.000007534050000231218 s |
1.88 |
hlo_ffi / IPartOpt / cpu / Primal |
0.000013589296009740792 s |
0.000007526382999913039 s |
1.81 |
hlo_ffi / DefOpt / cpu / Primal |
0.00001425040900357999 s |
0.000007519453999975667 s |
1.90 |
hlo_ffi / IDefOpt / cpu / Primal |
0.00001426211799844168 s |
0.000007539486000041507 s |
1.89 |
hlo_ffi / JaXPipe / cpu / Forward |
0.00002044097198813688 s |
0.000011994798999694466 s |
1.70 |
hlo_ffi / Jax / cpu / Forward |
0.000020589306994224898 s |
0.000011957256000187045 s |
1.72 |
hlo_ffi / HLOOpt / cpu / Forward |
0.00001965363399358466 s |
0.000011988856000243686 s |
1.64 |
hlo_ffi / PartOpt / cpu / Forward |
0.00002049648998945486 s |
0.000011976780999702896 s |
1.71 |
hlo_ffi / IPartOpt / cpu / Forward |
0.000020547524996800348 s |
0.000012128487999689242 s |
1.69 |
hlo_ffi / DefOpt / cpu / Forward |
0.00001975097200192977 s |
0.000012070416000369733 s |
1.64 |
hlo_ffi / IDefOpt / cpu / Forward |
0.00002056324199656956 s |
0.000011942573999931482 s |
1.72 |
hlo_ffi / JaXPipe / cpu / PreRev |
0.00001913707199855708 s |
0.00001174029799994969 s |
1.63 |
hlo_ffi / JaXPipe / cpu / PostRev |
0.00001991670399729628 s |
0.000011982019999777548 s |
1.66 |
hlo_ffi / JaXPipe / cpu / BothRev |
0.000019255228005931712 s |
0.000011666696999782289 s |
1.65 |
hlo_ffi / Jax / cpu / BothRev |
0.00002006414301285986 s |
0.000011725319000106538 s |
1.71 |
hlo_ffi / HLOOpt / cpu / PreRev |
0.00002005163001012989 s |
0.000011734915000033652 s |
1.71 |
hlo_ffi / HLOOpt / cpu / PostRev |
0.00001914790499722585 s |
0.00001166645300008895 s |
1.64 |
hlo_ffi / HLOOpt / cpu / BothRev |
0.00001990859799843747 s |
0.000012141532999976336 s |
1.64 |
hlo_ffi / PartOpt / cpu / PreRev |
0.00001995986499241553 s |
0.00001207523500033858 s |
1.65 |
hlo_ffi / PartOpt / cpu / PostRev |
0.000019835861006868076 s |
0.000011731356999916896 s |
1.69 |
hlo_ffi / PartOpt / cpu / BothRev |
0.00001914907198806759 s |
0.000011741163000351662 s |
1.63 |
hlo_ffi / IPartOpt / cpu / PreRev |
0.00001994959799048957 s |
0.000011816475999694376 s |
1.69 |
hlo_ffi / IPartOpt / cpu / PostRev |
0.00001908720600476954 s |
0.000012060856000061904 s |
1.58 |
hlo_ffi / IPartOpt / cpu / BothRev |
0.000019883330998709425 s |
0.000011570556000151557 s |
1.72 |
hlo_ffi / DefOpt / cpu / PreRev |
0.00002011317698634229 s |
0.000011594947000048706 s |
1.73 |
hlo_ffi / DefOpt / cpu / PostRev |
0.00001923283899668604 s |
0.000011649876999854314 s |
1.65 |
hlo_ffi / DefOpt / cpu / BothRev |
0.000020019313000375404 s |
0.000011748198000077536 s |
1.70 |
hlo_ffi / IDefOpt / cpu / PreRev |
0.00001995618600631133 s |
0.000011865585000123246 s |
1.68 |
hlo_ffi / IDefOpt / cpu / PostRev |
0.00001991675500175916 s |
0.000011721502999989752 s |
1.70 |
hlo_ffi / IDefOpt / cpu / BothRev |
0.000019973425994976422 s |
0.000011641312999927322 s |
1.72 |
hlo_ffi / JaXPipe / tpu / Primal |
0.0002255958280002 s |
0.0002198475869954 s |
1.03 |
hlo_ffi / Jax / tpu / Primal |
0.0002229891370006 s |
0.0002063491769949 s |
1.08 |
hlo_ffi / HLOOpt / tpu / Primal |
0.000223525057001 s |
0.0002007236270001 s |
1.11 |
hlo_ffi / PartOpt / tpu / Primal |
0.0002395444980029 s |
0.0001960542270098 s |
1.22 |
hlo_ffi / IPartOpt / tpu / Primal |
0.0002218282980029 s |
0.0002012132680101 s |
1.10 |
hlo_ffi / DefOpt / tpu / Primal |
0.0002230309380029 s |
0.0001950924669945 s |
1.14 |
hlo_ffi / IDefOpt / tpu / Primal |
0.0002278476270003 s |
0.0001998849369992 s |
1.14 |
hlo_ffi / JaXPipe / tpu / Forward |
0.0002526247169989 s |
0.0002299361969926 s |
1.10 |
hlo_ffi / Jax / tpu / Forward |
0.0002520631469997 s |
0.0002256604370049 s |
1.12 |
hlo_ffi / HLOOpt / tpu / Forward |
0.0002380447670002 s |
0.0002257326069957 s |
1.05 |
hlo_ffi / PartOpt / tpu / Forward |
0.0002397034570021 s |
0.0002390633769973 s |
1.00 |
hlo_ffi / IPartOpt / tpu / Forward |
0.0002328402070015 s |
0.0002398577169951 s |
0.97 |
hlo_ffi / DefOpt / tpu / Forward |
0.000238171768 s |
0.0002066811379918 s |
1.15 |
hlo_ffi / IDefOpt / tpu / Forward |
0.000245872757001 s |
0.0002189146180026 s |
1.12 |
hlo_ffi / JaXPipe / tpu / PreRev |
0.0002293786379996 s |
0.0002275124269945 s |
1.01 |
hlo_ffi / JaXPipe / tpu / PostRev |
0.0002548260069997 s |
0.0002280418870068 s |
1.12 |
hlo_ffi / JaXPipe / tpu / BothRev |
0.0002481003069988 s |
0.0002392629770038 s |
1.04 |
hlo_ffi / Jax / tpu / BothRev |
0.0002177168569978 s |
0.000228785307001 s |
0.95 |
hlo_ffi / HLOOpt / tpu / PreRev |
0.0002509580170008 s |
0.0002518968559888 s |
1.00 |
hlo_ffi / HLOOpt / tpu / PostRev |
0.0002292484380013 s |
0.0002254409769957 s |
1.02 |
hlo_ffi / HLOOpt / tpu / BothRev |
0.0002425514080023 s |
0.0002249679069936 s |
1.08 |
hlo_ffi / PartOpt / tpu / PreRev |
0.0002279476080002 s |
0.0002316698669892 s |
0.98 |
hlo_ffi / PartOpt / tpu / PostRev |
0.0002273370179973 s |
0.0002454012670059 s |
0.93 |
hlo_ffi / PartOpt / tpu / BothRev |
0.0002271857679988 s |
0.0002273278170032 s |
1.00 |
hlo_ffi / IPartOpt / tpu / PreRev |
0.0002345207670005 s |
0.0002255333670036 s |
1.04 |
hlo_ffi / IPartOpt / tpu / PostRev |
0.0002385120479993 s |
0.0001870917570049 s |
1.27 |
hlo_ffi / IPartOpt / tpu / BothRev |
0.0002322624670014 s |
0.0001926572579977 s |
1.21 |
hlo_ffi / DefOpt / tpu / PreRev |
0.0002241493479996 s |
0.0001989938469923 s |
1.13 |
hlo_ffi / DefOpt / tpu / PostRev |
0.0002364019779997 s |
0.0001959829270053 s |
1.21 |
hlo_ffi / DefOpt / tpu / BothRev |
0.0002367070770014 s |
0.0002502352869923 s |
0.95 |
hlo_ffi / IDefOpt / tpu / PreRev |
0.0002372170179987 s |
0.0001960934570088 s |
1.21 |
hlo_ffi / IDefOpt / tpu / PostRev |
0.0002374277779999 s |
0.0001977842070045 s |
1.20 |
hlo_ffi / IDefOpt / tpu / BothRev |
0.0002420674569984 s |
0.000199638096994 s |
1.21 |
hlo_ffi / JaXPipe / cpu / Primal |
0.000009776679999959017 s |
0.000007900340000105643 s |
1.24 |
hlo_ffi / Jax / cpu / Primal |
0.00000941260899980989 s |
0.000007505378000132623 s |
1.25 |
hlo_ffi / HLOOpt / cpu / Primal |
0.000009937865000210877 s |
0.0000075434320001477315 s |
1.32 |
hlo_ffi / PartOpt / cpu / Primal |
0.000009452625999983863 s |
0.000007534050000231218 s |
1.25 |
hlo_ffi / IPartOpt / cpu / Primal |
0.00000976639799955592 s |
0.000007526382999913039 s |
1.30 |
hlo_ffi / DefOpt / cpu / Primal |
0.000009672146999946564 s |
0.000007519453999975667 s |
1.29 |
hlo_ffi / IDefOpt / cpu / Primal |
0.000009779662999790162 s |
0.000007539486000041507 s |
1.30 |
hlo_ffi / JaXPipe / cpu / Forward |
0.000013693947999854572 s |
0.000011994798999694466 s |
1.14 |
hlo_ffi / Jax / cpu / Forward |
0.000014497887999823434 s |
0.000011957256000187045 s |
1.21 |
hlo_ffi / HLOOpt / cpu / Forward |
0.000013726578999921911 s |
0.000011988856000243686 s |
1.14 |
hlo_ffi / PartOpt / cpu / Forward |
0.000014484495000033347 s |
0.000011976780999702896 s |
1.21 |
hlo_ffi / IPartOpt / cpu / Forward |
0.00001383930399970268 s |
0.000012128487999689242 s |
1.14 |
hlo_ffi / DefOpt / cpu / Forward |
0.000014652844999545778 s |
0.000012070416000369733 s |
1.21 |
hlo_ffi / IDefOpt / cpu / Forward |
0.000014657727999292546 s |
0.000011942573999931482 s |
1.23 |
hlo_ffi / JaXPipe / cpu / PreRev |
0.000013431321000098251 s |
0.00001174029799994969 s |
1.14 |
hlo_ffi / JaXPipe / cpu / PostRev |
0.00001393208399986179 s |
0.000011982019999777548 s |
1.16 |
hlo_ffi / JaXPipe / cpu / BothRev |
0.000014083269000366272 s |
0.000011666696999782289 s |
1.21 |
hlo_ffi / Jax / cpu / BothRev |
0.000014175861000694568 s |
0.000011725319000106538 s |
1.21 |
hlo_ffi / HLOOpt / cpu / PreRev |
0.00001406307600063883 s |
0.000011734915000033652 s |
1.20 |
hlo_ffi / HLOOpt / cpu / PostRev |
0.00001332234899928153 s |
0.00001166645300008895 s |
1.14 |
hlo_ffi / HLOOpt / cpu / BothRev |
0.00001322945200081449 s |
0.000012141532999976336 s |
1.09 |
hlo_ffi / PartOpt / cpu / PreRev |
0.00001341654199950426 s |
0.00001207523500033858 s |
1.11 |
hlo_ffi / PartOpt / cpu / PostRev |
0.000014229899999918416 s |
0.000011731356999916896 s |
1.21 |
hlo_ffi / PartOpt / cpu / BothRev |
0.000013659293000273464 s |
0.000011741163000351662 s |
1.16 |
hlo_ffi / IPartOpt / cpu / PreRev |
0.00001456026699997892 s |
0.000011816475999694376 s |
1.23 |
hlo_ffi / IPartOpt / cpu / PostRev |
0.000014144386000225497 s |
0.000012060856000061904 s |
1.17 |
hlo_ffi / IPartOpt / cpu / BothRev |
0.00001339498499964975 s |
0.000011570556000151557 s |
1.16 |
hlo_ffi / DefOpt / cpu / PreRev |
0.00001348570699974516 s |
0.000011594947000048706 s |
1.16 |
hlo_ffi / DefOpt / cpu / PostRev |
0.00001401095500023075 s |
0.000011649876999854314 s |
1.20 |
hlo_ffi / DefOpt / cpu / BothRev |
0.00001400113700037764 s |
0.000011748198000077536 s |
1.19 |
hlo_ffi / IDefOpt / cpu / PreRev |
0.000014456490000156918 s |
0.000011865585000123246 s |
1.22 |
hlo_ffi / IDefOpt / cpu / PostRev |
0.000013997942000059994 s |
0.000011721502999989752 s |
1.19 |
hlo_ffi / IDefOpt / cpu / BothRev |
0.000013471334999849204 s |
0.000011641312999927322 s |
1.16 |
hlo_ffi / JaXPipe / cpu / Primal |
0.00000666970799829869 s |
0.000007900340000105643 s |
0.84 |
hlo_ffi / Jax / cpu / Primal |
0.000005948374999206863 s |
0.000007505378000132623 s |
0.79 |
hlo_ffi / HLOOpt / cpu / Primal |
0.000006246375000046101 s |
0.0000075434320001477315 s |
0.83 |
hlo_ffi / PartOpt / cpu / Primal |
0.000005931375000727712 s |
0.000007534050000231218 s |
0.79 |
hlo_ffi / IPartOpt / cpu / Primal |
0.000006310374999884516 s |
0.000007526382999913039 s |
0.84 |
hlo_ffi / DefOpt / cpu / Primal |
0.000006317416999081615 s |
0.000007519453999975667 s |
0.84 |
hlo_ffi / IDefOpt / cpu / Primal |
0.0000061244589996931605 s |
0.000007539486000041507 s |
0.81 |
hlo_ffi / JaXPipe / cpu / Forward |
0.0000099804999990738 s |
0.000011994798999694466 s |
0.83 |
hlo_ffi / Jax / cpu / Forward |
0.000009268208999856142 s |
0.000011957256000187045 s |
0.78 |
hlo_ffi / HLOOpt / cpu / Forward |
0.000009245375000318745 s |
0.000011988856000243686 s |
0.77 |
hlo_ffi / PartOpt / cpu / Forward |
0.000009385875000589294 s |
0.000011976780999702896 s |
0.78 |
hlo_ffi / IPartOpt / cpu / Forward |
0.000009321333000116284 s |
0.000012128487999689242 s |
0.77 |
hlo_ffi / DefOpt / cpu / Forward |
0.000009121249999225256 s |
0.000012070416000369733 s |
0.76 |
hlo_ffi / IDefOpt / cpu / Forward |
0.00000961533400004555 s |
0.000011942573999931482 s |
0.81 |
hlo_ffi / JaXPipe / cpu / PreRev |
0.000008973415999207646 s |
0.00001174029799994969 s |
0.76 |
hlo_ffi / JaXPipe / cpu / PostRev |
0.0000094434580005327 s |
0.000011982019999777548 s |
0.79 |
hlo_ffi / JaXPipe / cpu / BothRev |
0.000009187542000290705 s |
0.000011666696999782289 s |
0.79 |
hlo_ffi / Jax / cpu / BothRev |
0.000008933666998927948 s |
0.000011725319000106538 s |
0.76 |
hlo_ffi / HLOOpt / cpu / PreRev |
0.000008872917000189774 s |
0.000011734915000033652 s |
0.76 |
hlo_ffi / HLOOpt / cpu / PostRev |
0.00000924762499926146 s |
0.00001166645300008895 s |
0.79 |
hlo_ffi / HLOOpt / cpu / BothRev |
0.000009463499998673796 s |
0.000012141532999976336 s |
0.78 |
hlo_ffi / PartOpt / cpu / PreRev |
0.000009009249999508028 s |
0.00001207523500033858 s |
0.75 |
hlo_ffi / PartOpt / cpu / PostRev |
0.000008982041999843204 s |
0.000011731356999916896 s |
0.77 |
hlo_ffi / PartOpt / cpu / BothRev |
0.000009122542000113754 s |
0.000011741163000351662 s |
0.78 |
hlo_ffi / IPartOpt / cpu / PreRev |
0.00000907937500051048 s |
0.000011816475999694376 s |
0.77 |
hlo_ffi / IPartOpt / cpu / PostRev |
0.000009016374999191613 s |
0.000012060856000061904 s |
0.75 |
hlo_ffi / IPartOpt / cpu / BothRev |
0.00000885812500018801 s |
0.000011570556000151557 s |
0.77 |
hlo_ffi / DefOpt / cpu / PreRev |
0.000009232417000021087 s |
0.000011594947000048706 s |
0.80 |
hlo_ffi / DefOpt / cpu / PostRev |
0.000009072250000826898 s |
0.000011649876999854314 s |
0.78 |
hlo_ffi / DefOpt / cpu / BothRev |
0.000008898375001081149 s |
0.000011748198000077536 s |
0.76 |
hlo_ffi / IDefOpt / cpu / PreRev |
0.000009426582999367384 s |
0.000011865585000123246 s |
0.79 |
hlo_ffi / IDefOpt / cpu / PostRev |
0.000008988083000076585 s |
0.000011721502999989752 s |
0.77 |
hlo_ffi / IDefOpt / cpu / BothRev |
0.000008722791999389301 s |
0.000011641312999927322 s |
0.75 |
llama / JaXPipe / cpu / Primal |
0.0008371504000024 s |
0.0008582737999859 s |
0.98 |
llama / Jax / cpu / Primal |
0.0008313381000334 s |
0.0008717669999896 s |
0.95 |
llama / HLOOpt / cpu / Primal |
0.0009121339999637 s |
0.0009307949999765 s |
0.98 |
llama / PartOpt / cpu / Primal |
0.0008346716999767 s |
0.0008628348999991 s |
0.97 |
llama / IPartOpt / cpu / Primal |
0.0008372971999961 s |
0.0008364052999695 s |
1.00 |
llama / DefOpt / cpu / Primal |
0.000931458299965 s |
0.0009163057000023 s |
1.02 |
llama / IDefOpt / cpu / Primal |
0.0009182510999835 s |
0.0009426557000097 s |
0.97 |
llama / JaXPipe / cpu / Forward |
0.0022909588999937 s |
0.0023269536000043 s |
0.98 |
llama / Jax / cpu / Forward |
0.0023404987000049 s |
0.0023648303999834 s |
0.99 |
llama / HLOOpt / cpu / Forward |
0.0022999139999683 s |
0.0023284843000055 s |
0.99 |
llama / PartOpt / cpu / Forward |
0.0023283546000129 s |
0.0023178758000085 s |
1.00 |
llama / IPartOpt / cpu / Forward |
0.0023313558999689 s |
0.0023310260000016 s |
1.00 |
llama / DefOpt / cpu / Forward |
0.0023420045999955 s |
0.0023359531000096 s |
1.00 |
llama / IDefOpt / cpu / Forward |
0.0022682076000364 s |
0.0023566488000142 s |
0.96 |
llama / JaXPipe / cpu / PreRev |
0.0069136656999944 s |
0.0053515224999955 s |
1.29 |
llama / JaXPipe / cpu / PostRev |
0.0070470250000198 s |
0.0046673199999986 s |
1.51 |
llama / JaXPipe / cpu / BothRev |
0.0062718521999613 s |
0.0052161927999804 s |
1.20 |
llama / Jax / cpu / BothRev |
0.0061756706999858 s |
0.0051637204000144 s |
1.20 |
llama / HLOOpt / cpu / PreRev |
0.0051459769000302 s |
0.0031934059999912 s |
1.61 |
llama / HLOOpt / cpu / PostRev |
0.0068991733000075 s |
0.0054333806000158 s |
1.27 |
llama / HLOOpt / cpu / BothRev |
0.0061983165000128 s |
0.0032312920000094 s |
1.92 |
llama / PartOpt / cpu / PreRev |
0.0032294272999934 s |
0.005343013599986 s |
0.60 |
llama / PartOpt / cpu / PostRev |
0.0053283096000086 s |
0.0031568735999826 s |
1.69 |
llama / PartOpt / cpu / BothRev |
0.0072374322000086 s |
0.0052422179000132 s |
1.38 |
llama / IPartOpt / cpu / PreRev |
0.0061168964999978 s |
0.0032013312999879 s |
1.91 |
llama / IPartOpt / cpu / PostRev |
0.0068938027999593 s |
0.0052226313000119 s |
1.32 |
llama / IPartOpt / cpu / BothRev |
0.0060194081999725 s |
0.0032256508000045 s |
1.87 |
llama / DefOpt / cpu / PreRev |
0.0066008372999931 s |
0.0053434337999988 s |
1.24 |
llama / DefOpt / cpu / PostRev |
0.0058418391000031 s |
0.0030386260999875 s |
1.92 |
llama / DefOpt / cpu / BothRev |
0.0066119503000209 s |
0.0052904414000295 s |
1.25 |
llama / IDefOpt / cpu / PreRev |
0.0057746586000121 s |
0.0032576518000041 s |
1.77 |
llama / IDefOpt / cpu / PostRev |
0.0067661144999874 s |
0.0054028476999974 s |
1.25 |
llama / IDefOpt / cpu / BothRev |
0.0058504225999968 s |
0.0032509215000118 s |
1.80 |
llama / JaXPipe / cpu / Primal |
0.0016457170000649 s |
0.0008582737999859 s |
1.92 |
llama / Jax / cpu / Primal |
0.0016797954012872 s |
0.0008717669999896 s |
1.93 |
llama / HLOOpt / cpu / Primal |
0.0017380079007125 s |
0.0009307949999765 s |
1.87 |
llama / PartOpt / cpu / Primal |
0.0016266999999061 s |
0.0008628348999991 s |
1.89 |
llama / IPartOpt / cpu / Primal |
0.0016800479002995 s |
0.0008364052999695 s |
2.01 |
llama / DefOpt / cpu / Primal |
0.0017688186009763 s |
0.0009163057000023 s |
1.93 |
llama / IDefOpt / cpu / Primal |
0.0017150095998658 s |
0.0009426557000097 s |
1.82 |
llama / JaXPipe / cpu / Forward |
0.0053766967001138 s |
0.0023269536000043 s |
2.31 |
llama / Jax / cpu / Forward |
0.0055629309004871 s |
0.0023648303999834 s |
2.35 |
llama / HLOOpt / cpu / Forward |
0.0055244191011297 s |
0.0023284843000055 s |
2.37 |
llama / PartOpt / cpu / Forward |
0.0056256726995343 s |
0.0023178758000085 s |
2.43 |
llama / IPartOpt / cpu / Forward |
0.0055364379993989 s |
0.0023310260000016 s |
2.38 |
llama / DefOpt / cpu / Forward |
0.0055000772001221 s |
0.0023359531000096 s |
2.35 |
llama / IDefOpt / cpu / Forward |
0.0055066643995814 s |
0.0023566488000142 s |
2.34 |
llama / JaXPipe / cpu / PreRev |
0.0104983108991291 s |
0.0053515224999955 s |
1.96 |
llama / JaXPipe / cpu / PostRev |
0.0118241602991474 s |
0.0046673199999986 s |
2.53 |
llama / JaXPipe / cpu / BothRev |
0.0118423788997461 s |
0.0052161927999804 s |
2.27 |
llama / Jax / cpu / BothRev |
0.010949693400471 s |
0.0051637204000144 s |
2.12 |
llama / HLOOpt / cpu / PreRev |
0.0114962779000052 s |
0.0031934059999912 s |
3.60 |
llama / HLOOpt / cpu / PostRev |
0.0113209811999695 s |
0.0054333806000158 s |
2.08 |
llama / HLOOpt / cpu / BothRev |
0.0106628733992693 s |
0.0032312920000094 s |
3.30 |
llama / PartOpt / cpu / PreRev |
0.0110924579988932 s |
0.005343013599986 s |
2.08 |
llama / PartOpt / cpu / PostRev |
0.0108868663999601 s |
0.0031568735999826 s |
3.45 |
llama / PartOpt / cpu / BothRev |
0.0116754946997389 s |
0.0052422179000132 s |
2.23 |
llama / IPartOpt / cpu / PreRev |
0.0102644679005607 s |
0.0032013312999879 s |
3.21 |
llama / IPartOpt / cpu / PostRev |
0.0111339484996278 s |
0.0052226313000119 s |
2.13 |
llama / IPartOpt / cpu / BothRev |
0.0103220293007325 s |
0.0032256508000045 s |
3.20 |
llama / DefOpt / cpu / PreRev |
0.0115619937001611 s |
0.0053434337999988 s |
2.16 |
llama / DefOpt / cpu / PostRev |
0.0112981942002079 s |
0.0030386260999875 s |
3.72 |
llama / DefOpt / cpu / BothRev |
0.0111384595002164 s |
0.0052904414000295 s |
2.11 |
llama / IDefOpt / cpu / PreRev |
0.0101182334008626 s |
0.0032576518000041 s |
3.11 |
llama / IDefOpt / cpu / PostRev |
0.0073983236012281 s |
0.0054028476999974 s |
1.37 |
llama / IDefOpt / cpu / BothRev |
0.0101356871004099 s |
0.0032509215000118 s |
3.12 |
llama / JaXPipe / tpu / Primal |
0.0003724639999563 s |
0.0003800523999962 s |
0.98 |
llama / Jax / tpu / Primal |
0.0003689316000236 s |
0.0003762166001251 s |
0.98 |
llama / HLOOpt / tpu / Primal |
0.0003629318000457 s |
0.0003705042001092 s |
0.98 |
llama / PartOpt / tpu / Primal |
0.0003772426000068 s |
0.0003823157999431 s |
0.99 |
llama / IPartOpt / tpu / Primal |
0.0003814774000056 s |
0.0003765235998434 s |
1.01 |
llama / DefOpt / tpu / Primal |
0.0003506165999715 s |
0.0003490725799929 s |
1.00 |
llama / IDefOpt / tpu / Primal |
0.0003632130000187 s |
0.0003572759998496 s |
1.02 |
llama / JaXPipe / tpu / Forward |
0.000570059399979 s |
0.000570294400095 s |
1.00 |
llama / Jax / tpu / Forward |
0.0007174387999839 s |
0.0007037001798744 s |
1.02 |
llama / HLOOpt / tpu / Forward |
0.0005879419999837 s |
0.0005699156000628 s |
1.03 |
llama / PartOpt / tpu / Forward |
0.0005615344000398 s |
0.0005619346001185 s |
1.00 |
llama / IPartOpt / tpu / Forward |
0.0005714230000012 s |
0.0005544437997741 s |
1.03 |
llama / DefOpt / tpu / Forward |
0.0005604655999923 s |
0.0005439306001062 s |
1.03 |
llama / IDefOpt / tpu / Forward |
0.0005619887999637 s |
0.0005535455999779 s |
1.02 |
llama / JaXPipe / tpu / PreRev |
0.000749145180016 s |
0.0007439697801601 s |
1.01 |
llama / JaXPipe / tpu / PostRev |
0.0007158428000548 s |
0.0007273916000849 s |
0.98 |
llama / JaXPipe / tpu / BothRev |
0.0007566983799915 s |
0.0007212981799966 s |
1.05 |
llama / Jax / tpu / BothRev |
0.0007209816000249 s |
0.0006960697800968 s |
1.04 |
llama / HLOOpt / tpu / PreRev |
0.000759994780019 s |
0.0007339823999791 s |
1.04 |
llama / HLOOpt / tpu / PostRev |
0.0007552783800201 s |
0.0007909493998158 s |
0.95 |
llama / HLOOpt / tpu / BothRev |
0.0008031913800368 s |
0.0007904133797273 s |
1.02 |
llama / PartOpt / tpu / PreRev |
0.0008015799800341 s |
0.0007970915801706 s |
1.01 |
llama / PartOpt / tpu / PostRev |
0.0007880468000075 s |
0.0007857771799899 s |
1.00 |
llama / PartOpt / tpu / BothRev |
0.0008004335800069 s |
0.000806648779835 s |
0.99 |
llama / IPartOpt / tpu / PreRev |
0.0008014230000117 s |
0.0008074831799603 s |
0.99 |
llama / IPartOpt / tpu / PostRev |
0.0007805358000041 s |
0.0007716155800153 s |
1.01 |
llama / IPartOpt / tpu / BothRev |
0.0007553493799787 s |
0.0007999256000039 s |
0.94 |
llama / DefOpt / tpu / PreRev |
0.0008018383799935 s |
0.0007890622000559 s |
1.02 |
llama / DefOpt / tpu / PostRev |
0.000784545580027 s |
0.00078116699995 s |
1.00 |
llama / DefOpt / tpu / BothRev |
0.0007972026000061 s |
0.0007970503802062 s |
1.00 |
llama / IDefOpt / tpu / PreRev |
0.0007882807999703 s |
0.0007998566000605 s |
0.99 |
llama / IDefOpt / tpu / PostRev |
0.0008012523800425 s |
0.0008116293797502 s |
0.99 |
llama / IDefOpt / tpu / BothRev |
0.0007946752000134 s |
0.0007985191998886 s |
1.00 |
llama / JaXPipe / cpu / Primal |
0.0018262431000039 s |
0.0008582737999859 s |
2.13 |
llama / Jax / cpu / Primal |
0.0018170004999774 s |
0.0008717669999896 s |
2.08 |
llama / HLOOpt / cpu / Primal |
0.0018138827000257 s |
0.0009307949999765 s |
1.95 |
llama / PartOpt / cpu / Primal |
0.0018094701999871 s |
0.0008628348999991 s |
2.10 |
llama / IPartOpt / cpu / Primal |
0.0017521824999676 s |
0.0008364052999695 s |
2.09 |
llama / DefOpt / cpu / Primal |
0.0018731257000581 s |
0.0009163057000023 s |
2.04 |
llama / IDefOpt / cpu / Primal |
0.001849316300013 s |
0.0009426557000097 s |
1.96 |
llama / JaXPipe / cpu / Forward |
0.0057192205999854 s |
0.0023269536000043 s |
2.46 |
llama / Jax / cpu / Forward |
0.005862345100013 s |
0.0023648303999834 s |
2.48 |
llama / HLOOpt / cpu / Forward |
0.0058611167999515 s |
0.0023284843000055 s |
2.52 |
llama / PartOpt / cpu / Forward |
0.0057542362000276 s |
0.0023178758000085 s |
2.48 |
llama / IPartOpt / cpu / Forward |
0.0057716839000022 s |
0.0023310260000016 s |
2.48 |
llama / DefOpt / cpu / Forward |
0.0056195298999227 s |
0.0023359531000096 s |
2.41 |
llama / IDefOpt / cpu / Forward |
0.0057052205999752 s |
0.0023566488000142 s |
2.42 |
llama / JaXPipe / cpu / PreRev |
0.0099727582999548 s |
0.0053515224999955 s |
1.86 |
llama / JaXPipe / cpu / PostRev |
0.0100586968999778 s |
0.0046673199999986 s |
2.16 |
llama / JaXPipe / cpu / BothRev |
0.009543597999982 s |
0.0052161927999804 s |
1.83 |
llama / Jax / cpu / BothRev |
0.0095702180000444 s |
0.0051637204000144 s |
1.85 |
llama / HLOOpt / cpu / PreRev |
0.0104003565999846 s |
0.0031934059999912 s |
3.26 |
llama / HLOOpt / cpu / PostRev |
0.0101965431999815 s |
0.0054333806000158 s |
1.88 |
llama / HLOOpt / cpu / BothRev |
0.0097113206999893 s |
0.0032312920000094 s |
3.01 |
llama / PartOpt / cpu / PreRev |
0.010516776500026 s |
0.005343013599986 s |
1.97 |
llama / PartOpt / cpu / PostRev |
0.0092956848999165 s |
0.0031568735999826 s |
2.94 |
llama / PartOpt / cpu / BothRev |
0.0104569479000019 s |
0.0052422179000132 s |
1.99 |
llama / IPartOpt / cpu / PreRev |
0.009746725900004 s |
0.0032013312999879 s |
3.04 |
llama / IPartOpt / cpu / PostRev |
0.0077535637999972 s |
0.0052226313000119 s |
1.48 |
llama / IPartOpt / cpu / BothRev |
0.0099494156000218 s |
0.0032256508000045 s |
3.08 |
llama / DefOpt / cpu / PreRev |
0.0079270459999861 s |
0.0053434337999988 s |
1.48 |
llama / DefOpt / cpu / PostRev |
0.0095578952999858 s |
0.0030386260999875 s |
3.15 |
llama / DefOpt / cpu / BothRev |
0.0079737254000065 s |
0.0052904414000295 s |
1.51 |
llama / IDefOpt / cpu / PreRev |
0.0099399624000398 s |
0.0032576518000041 s |
3.05 |
llama / IDefOpt / cpu / PostRev |
0.0080607877999682 s |
0.0054028476999974 s |
1.49 |
llama / IDefOpt / cpu / BothRev |
0.0097299303999534 s |
0.0032509215000118 s |
2.99 |
llama / JaXPipe / cpu / Primal |
0.0016086540999822 s |
0.0008582737999859 s |
1.87 |
llama / Jax / cpu / Primal |
0.0017362249998768 s |
0.0008717669999896 s |
1.99 |
llama / HLOOpt / cpu / Primal |
0.0016510082999957 s |
0.0009307949999765 s |
1.77 |
llama / PartOpt / cpu / Primal |
0.0015786542000569 s |
0.0008628348999991 s |
1.83 |
llama / IPartOpt / cpu / Primal |
0.0015949749998981 s |
0.0008364052999695 s |
1.91 |
llama / DefOpt / cpu / Primal |
0.0015203165999992 s |
0.0009163057000023 s |
1.66 |
llama / IDefOpt / cpu / Primal |
0.0016430540999863 s |
0.0009426557000097 s |
1.74 |
llama / JaXPipe / cpu / Forward |
0.0044225749999895 s |
0.0023269536000043 s |
1.90 |
llama / Jax / cpu / Forward |
0.0044309291999525 s |
0.0023648303999834 s |
1.87 |
llama / HLOOpt / cpu / Forward |
0.0051994207999086 s |
0.0023284843000055 s |
2.23 |
llama / PartOpt / cpu / Forward |
0.0043853249999301 s |
0.0023178758000085 s |
1.89 |
llama / IPartOpt / cpu / Forward |
0.0042112750001251 s |
0.0023310260000016 s |
1.81 |
llama / DefOpt / cpu / Forward |
0.0039740958000038 s |
0.0023359531000096 s |
1.70 |
llama / IDefOpt / cpu / Forward |
0.0039798750000045 s |
0.0023566488000142 s |
1.69 |
llama / JaXPipe / cpu / PreRev |
0.0092321250000168 s |
0.0053515224999955 s |
1.73 |
llama / JaXPipe / cpu / PostRev |
0.0094230374999824 s |
0.0046673199999986 s |
2.02 |
llama / JaXPipe / cpu / BothRev |
0.0089480416998412 s |
0.0052161927999804 s |
1.72 |
llama / Jax / cpu / BothRev |
0.0113521708000917 s |
0.0051637204000144 s |
2.20 |
llama / HLOOpt / cpu / PreRev |
0.0084929291999287 s |
0.0031934059999912 s |
2.66 |
llama / HLOOpt / cpu / PostRev |
0.0073286582999571 s |
0.0054333806000158 s |
1.35 |
llama / HLOOpt / cpu / BothRev |
0.007420970900057 s |
0.0032312920000094 s |
2.30 |
llama / PartOpt / cpu / PreRev |
0.0076760333999118 s |
0.005343013599986 s |
1.44 |
llama / PartOpt / cpu / PostRev |
0.0120108291001088 s |
0.0031568735999826 s |
3.80 |
llama / PartOpt / cpu / BothRev |
0.0078190874999563 s |
0.0052422179000132 s |
1.49 |
llama / IPartOpt / cpu / PreRev |
0.0076422916999945 s |
0.0032013312999879 s |
2.39 |
llama / IPartOpt / cpu / PostRev |
0.0117703957999765 s |
0.0052226313000119 s |
2.25 |
llama / IPartOpt / cpu / BothRev |
0.0077000958999633 s |
0.0032256508000045 s |
2.39 |
llama / DefOpt / cpu / PreRev |
0.0085270958001274 s |
0.0053434337999988 s |
1.60 |
llama / DefOpt / cpu / PostRev |
0.0082499959000415 s |
0.0030386260999875 s |
2.72 |
llama / DefOpt / cpu / BothRev |
0.0087013291999028 s |
0.0052904414000295 s |
1.64 |
llama / IDefOpt / cpu / PreRev |
0.008773929200106 s |
0.0032576518000041 s |
2.69 |
llama / IDefOpt / cpu / PostRev |
0.0083297625000341 s |
0.0054028476999974 s |
1.54 |
llama / IDefOpt / cpu / BothRev |
0.0092378250001274 s |
0.0032509215000118 s |
2.84 |
scatter_sum / JaXPipe / cpu / Primal |
0.000005533755000215024 s |
0.000005978666000373778 s |
0.93 |
scatter_sum / Jax / cpu / Primal |
0.000005685562000053324 s |
0.000005606746000012208 s |
1.01 |
scatter_sum / HLOOpt / cpu / Primal |
0.0000056386639998891045 s |
0.000005852203999893391 s |
0.96 |
scatter_sum / PartOpt / cpu / Primal |
0.000005663315000219882 s |
0.000005633825000131765 s |
1.01 |
scatter_sum / IPartOpt / cpu / Primal |
0.000005671806999998808 s |
0.000005649691999678908 s |
1.00 |
scatter_sum / DefOpt / cpu / Primal |
0.000005624492000151804 s |
0.000005721068999719137 s |
0.98 |
scatter_sum / IDefOpt / cpu / Primal |
0.0000055974169999899455 s |
0.000005678052999883221 s |
0.99 |
scatter_sum / JaXPipe / cpu / Forward |
0.00000861567699985244 s |
0.000009282557999995333 s |
0.93 |
scatter_sum / Jax / cpu / Forward |
0.000008583917999658297 s |
0.000009294137999859232 s |
0.92 |
scatter_sum / HLOOpt / cpu / Forward |
0.000008491632000186655 s |
0.00000931649699987247 s |
0.91 |
scatter_sum / PartOpt / cpu / Forward |
0.0000085807739997108 s |
0.00000925217599979078 s |
0.93 |
scatter_sum / IPartOpt / cpu / Forward |
0.000008596247999776096 s |
0.000009163790000002336 s |
0.94 |
scatter_sum / DefOpt / cpu / Forward |
0.000008593604999987292 s |
0.00000924915499990675 s |
0.93 |
scatter_sum / IDefOpt / cpu / Forward |
0.000008695612999872538 s |
0.000009346169999844278 s |
0.93 |
scatter_sum / JaXPipe / cpu / PreRev |
0.000008680586000082258 s |
0.000009215520999987348 s |
0.94 |
scatter_sum / JaXPipe / cpu / PostRev |
0.000008622870000181138 s |
0.000009261136000077384 s |
0.93 |
scatter_sum / JaXPipe / cpu / BothRev |
0.000008726036000098247 s |
0.000009747880000304577 s |
0.90 |
scatter_sum / Jax / cpu / BothRev |
0.000008760771000197565 s |
0.000010033274999841524 s |
0.87 |
scatter_sum / HLOOpt / cpu / PreRev |
0.000009026429000186908 s |
0.00000994097700004204 s |
0.91 |
scatter_sum / HLOOpt / cpu / PostRev |
0.000008642583999971976 s |
0.00000939264999988154 s |
0.92 |
scatter_sum / HLOOpt / cpu / BothRev |
0.000008671055999911914 s |
0.000009230711999862251 s |
0.94 |
scatter_sum / PartOpt / cpu / PreRev |
0.000008685840999987704 s |
0.000009293410999816844 s |
0.93 |
scatter_sum / PartOpt / cpu / PostRev |
0.000008744026999920606 s |
0.000009201331999975082 s |
0.95 |
scatter_sum / PartOpt / cpu / BothRev |
0.00000868723899975521 s |
0.000009280165000291165 s |
0.94 |
scatter_sum / IPartOpt / cpu / PreRev |
0.000008726391999971384 s |
0.000009419033999620296 s |
0.93 |
scatter_sum / IPartOpt / cpu / PostRev |
0.0000086714590001975 s |
0.000009131353999691785 s |
0.95 |
scatter_sum / IPartOpt / cpu / BothRev |
0.000008643095000024915 s |
0.000009299190000092494 s |
0.93 |
scatter_sum / DefOpt / cpu / PreRev |
0.000008739223999782553 s |
0.000009289887999784696 s |
0.94 |
scatter_sum / DefOpt / cpu / PostRev |
0.000008688281000104325 s |
0.00000953984899979332 s |
0.91 |
scatter_sum / DefOpt / cpu / BothRev |
0.000008706402999905549 s |
0.000009352270999897884 s |
0.93 |
scatter_sum / IDefOpt / cpu / PreRev |
0.000008614399999714806 s |
0.000009202802999880078 s |
0.94 |
scatter_sum / IDefOpt / cpu / PostRev |
0.000008968132000063633 s |
0.000009294380000028468 s |
0.96 |
scatter_sum / IDefOpt / cpu / BothRev |
0.00000861450499996863 s |
0.000009057707000010853 s |
0.95 |
scatter_sum / JaXPipe / cpu / Primal |
0.000010754315997473895 s |
0.000005978666000373778 s |
1.80 |
scatter_sum / Jax / cpu / Primal |
0.000010958806000417098 s |
0.000005606746000012208 s |
1.95 |
scatter_sum / HLOOpt / cpu / Primal |
0.000011324042003252544 s |
0.000005852203999893391 s |
1.94 |
scatter_sum / PartOpt / cpu / Primal |
0.000011382313998183236 s |
0.000005633825000131765 s |
2.02 |
scatter_sum / IPartOpt / cpu / Primal |
0.000011329806002322584 s |
0.000005649691999678908 s |
2.01 |
scatter_sum / DefOpt / cpu / Primal |
0.000010938480001641435 s |
0.000005721068999719137 s |
1.91 |
scatter_sum / IDefOpt / cpu / Primal |
0.000010667120994185096 s |
0.000005678052999883221 s |
1.88 |
scatter_sum / JaXPipe / cpu / Forward |
0.000015477235996513626 s |
0.000009282557999995333 s |
1.67 |
scatter_sum / Jax / cpu / Forward |
0.000016297573005431332 s |
0.000009294137999859232 s |
1.75 |
scatter_sum / HLOOpt / cpu / Forward |
0.000016191005997825413 s |
0.00000931649699987247 s |
1.74 |
scatter_sum / PartOpt / cpu / Forward |
0.000015544644003966822 s |
0.00000925217599979078 s |
1.68 |
scatter_sum / IPartOpt / cpu / Forward |
0.000015429480001330374 s |
0.000009163790000002336 s |
1.68 |
scatter_sum / DefOpt / cpu / Forward |
0.000016322463998221793 s |
0.00000924915499990675 s |
1.76 |
scatter_sum / IDefOpt / cpu / Forward |
0.00001626457400561776 s |
0.000009346169999844278 s |
1.74 |
scatter_sum / JaXPipe / cpu / PreRev |
0.000016649816010612996 s |
0.000009215520999987348 s |
1.81 |
scatter_sum / JaXPipe / cpu / PostRev |
0.000015759553003590554 s |
0.000009261136000077384 s |
1.70 |
scatter_sum / JaXPipe / cpu / BothRev |
0.000016409306990681216 s |
0.000009747880000304577 s |
1.68 |
scatter_sum / Jax / cpu / BothRev |
0.000016571954009123145 s |
0.000010033274999841524 s |
1.65 |
scatter_sum / HLOOpt / cpu / PreRev |
0.000016663324000546708 s |
0.00000994097700004204 s |
1.68 |
scatter_sum / HLOOpt / cpu / PostRev |
0.00001669367500289809 s |
0.00000939264999988154 s |
1.78 |
scatter_sum / HLOOpt / cpu / BothRev |
0.00001575074098946061 s |
0.000009230711999862251 s |
1.71 |
scatter_sum / PartOpt / cpu / PreRev |
0.000016506711006513798 s |
0.000009293410999816844 s |
1.78 |
scatter_sum / PartOpt / cpu / PostRev |
0.000016423237990238704 s |
0.000009201331999975082 s |
1.78 |
scatter_sum / PartOpt / cpu / BothRev |
0.000015718156995717436 s |
0.000009280165000291165 s |
1.69 |
scatter_sum / IPartOpt / cpu / PreRev |
0.000016490771988173948 s |
0.000009419033999620296 s |
1.75 |
scatter_sum / IPartOpt / cpu / PostRev |
0.00001635334300226532 s |
0.000009131353999691785 s |
1.79 |
scatter_sum / IPartOpt / cpu / BothRev |
0.00001645796799857635 s |
0.000009299190000092494 s |
1.77 |
scatter_sum / DefOpt / cpu / PreRev |
0.000016322661002050154 s |
0.000009289887999784696 s |
1.76 |
scatter_sum / DefOpt / cpu / PostRev |
0.000015735336011857726 s |
0.00000953984899979332 s |
1.65 |
scatter_sum / DefOpt / cpu / BothRev |
0.000016573321991018018 s |
0.000009352270999897884 s |
1.77 |
scatter_sum / IDefOpt / cpu / PreRev |
0.000016523671001777983 s |
0.000009202802999880078 s |
1.80 |
scatter_sum / IDefOpt / cpu / PostRev |
0.00001670975900196936 s |
0.000009294380000028468 s |
1.80 |
scatter_sum / IDefOpt / cpu / BothRev |
0.000016453069998533465 s |
0.000009057707000010853 s |
1.82 |
scatter_sum / JaXPipe / tpu / Primal |
0.0001324795479995 s |
0.0001412864979938 s |
0.94 |
scatter_sum / Jax / tpu / Primal |
0.0001328062079992 s |
0.0001405855480115 s |
0.94 |
scatter_sum / HLOOpt / tpu / Primal |
0.0001442175090014 s |
0.0001407349780056 s |
1.02 |
scatter_sum / PartOpt / tpu / Primal |
0.0001460602679981 s |
0.0001403958580049 s |
1.04 |
scatter_sum / IPartOpt / tpu / Primal |
0.0001440673880024 s |
0.0001404799180018 s |
1.03 |
scatter_sum / DefOpt / tpu / Primal |
0.0001452879780008 s |
0.0001383252179948 s |
1.05 |
scatter_sum / IDefOpt / tpu / Primal |
0.0001354780180008 s |
0.0001458016490068 s |
0.93 |
scatter_sum / JaXPipe / tpu / Forward |
0.0002122441470019 s |
0.0002259341370081 s |
0.94 |
scatter_sum / Jax / tpu / Forward |
0.0002139619879999 s |
0.0002070217670116 s |
1.03 |
scatter_sum / HLOOpt / tpu / Forward |
0.0001777171379981 s |
0.0002023139270022 s |
0.88 |
scatter_sum / PartOpt / tpu / Forward |
0.0001781059880013 s |
0.0002310594870068 s |
0.77 |
scatter_sum / IPartOpt / tpu / Forward |
0.0001909054080024 s |
0.0002142487870005 s |
0.89 |
scatter_sum / DefOpt / tpu / Forward |
0.000221793097 s |
0.0002071415969985 s |
1.07 |
scatter_sum / IDefOpt / tpu / Forward |
0.0002174506279989 s |
0.0002065433779935 s |
1.05 |
scatter_sum / JaXPipe / tpu / PreRev |
0.0002171665679998 s |
0.0002079759879998 s |
1.04 |
scatter_sum / JaXPipe / tpu / PostRev |
0.0002184639680017 s |
0.0002016559570038 s |
1.08 |
scatter_sum / JaXPipe / tpu / BothRev |
0.0002214660579993 s |
0.000200080347 s |
1.11 |
scatter_sum / Jax / tpu / BothRev |
0.000219230658 s |
0.0002035806970088 s |
1.08 |
scatter_sum / HLOOpt / tpu / PreRev |
0.0002182789379985 s |
0.0002182784769975 s |
1.00 |
scatter_sum / HLOOpt / tpu / PostRev |
0.0002188270779988 s |
0.0002345331969991 s |
0.93 |
scatter_sum / HLOOpt / tpu / BothRev |
0.0002182148569991 s |
0.0002253448670089 s |
0.97 |
scatter_sum / PartOpt / tpu / PreRev |
0.0002187016870011 s |
0.0002268532970047 s |
0.96 |
scatter_sum / PartOpt / tpu / PostRev |
0.000218950847 s |
0.0002236640570044 s |
0.98 |
scatter_sum / PartOpt / tpu / BothRev |
0.0002173460369995 s |
0.0002314693480002 s |
0.94 |
scatter_sum / IPartOpt / tpu / PreRev |
0.0002199014379984 s |
0.0002275078469974 s |
0.97 |
scatter_sum / IPartOpt / tpu / PostRev |
0.0002179897879977 s |
0.0002156235369911 s |
1.01 |
scatter_sum / IPartOpt / tpu / BothRev |
0.000229372447 s |
0.0002117390269995 s |
1.08 |
scatter_sum / DefOpt / tpu / PreRev |
0.0002539626569996 s |
0.000217677706998 s |
1.17 |
scatter_sum / DefOpt / tpu / PostRev |
0.0002543873180002 s |
0.0001839410679967 s |
1.38 |
scatter_sum / DefOpt / tpu / BothRev |
0.0002276473370002 s |
0.0001795341079996 s |
1.27 |
scatter_sum / IDefOpt / tpu / PreRev |
0.0002206035880008 s |
0.0002038646870059 s |
1.08 |
scatter_sum / IDefOpt / tpu / PostRev |
0.0002131355169985 s |
0.0002260911969933 s |
0.94 |
scatter_sum / IDefOpt / tpu / BothRev |
0.0002119080579977 s |
0.0002286348070047 s |
0.93 |
scatter_sum / JaXPipe / cpu / Primal |
0.000007644862000233843 s |
0.000005978666000373778 s |
1.28 |
scatter_sum / Jax / cpu / Primal |
0.000007609686999785481 s |
0.000005606746000012208 s |
1.36 |
scatter_sum / HLOOpt / cpu / Primal |
0.000007655063000129302 s |
0.000005852203999893391 s |
1.31 |
scatter_sum / PartOpt / cpu / Primal |
0.000007954756999424717 s |
0.000005633825000131765 s |
1.41 |
scatter_sum / IPartOpt / cpu / Primal |
0.000007702816000346501 s |
0.000005649691999678908 s |
1.36 |
scatter_sum / DefOpt / cpu / Primal |
0.00000767447100042773 s |
0.000005721068999719137 s |
1.34 |
scatter_sum / IDefOpt / cpu / Primal |
0.000007629257000189682 s |
0.000005678052999883221 s |
1.34 |
scatter_sum / JaXPipe / cpu / Forward |
0.000011342083999807074 s |
0.000009282557999995333 s |
1.22 |
scatter_sum / Jax / cpu / Forward |
0.000011528650000400376 s |
0.000009294137999859232 s |
1.24 |
scatter_sum / HLOOpt / cpu / Forward |
0.000010857676999876275 s |
0.00000931649699987247 s |
1.17 |
scatter_sum / PartOpt / cpu / Forward |
0.000010737061999861909 s |
0.00000925217599979078 s |
1.16 |
scatter_sum / IPartOpt / cpu / Forward |
0.0000113491679994695 s |
0.000009163790000002336 s |
1.24 |
scatter_sum / DefOpt / cpu / Forward |
0.000011361148999640136 s |
0.00000924915499990675 s |
1.23 |
scatter_sum / IDefOpt / cpu / Forward |
0.00001128580700060411 s |
0.000009346169999844278 s |
1.21 |
scatter_sum / JaXPipe / cpu / PreRev |
0.000011672281999381084 s |
0.000009215520999987348 s |
1.27 |
scatter_sum / JaXPipe / cpu / PostRev |
0.000011052682999434182 s |
0.000009261136000077384 s |
1.19 |
scatter_sum / JaXPipe / cpu / BothRev |
0.00001154605699957756 s |
0.000009747880000304577 s |
1.18 |
scatter_sum / Jax / cpu / BothRev |
0.000011506748000101652 s |
0.000010033274999841524 s |
1.15 |
scatter_sum / HLOOpt / cpu / PreRev |
0.00001113566699950752 s |
0.00000994097700004204 s |
1.12 |
scatter_sum / HLOOpt / cpu / PostRev |
0.000011736664999261848 s |
0.00000939264999988154 s |
1.25 |
scatter_sum / HLOOpt / cpu / BothRev |
0.00001155183399987436 s |
0.000009230711999862251 s |
1.25 |
scatter_sum / PartOpt / cpu / PreRev |
0.000011590708000767337 s |
0.000009293410999816844 s |
1.25 |
scatter_sum / PartOpt / cpu / PostRev |
0.000011460024999905727 s |
0.000009201331999975082 s |
1.25 |
scatter_sum / PartOpt / cpu / BothRev |
0.000010907832000157214 s |
0.000009280165000291165 s |
1.18 |
scatter_sum / IPartOpt / cpu / PreRev |
0.000011419039999964296 s |
0.000009419033999620296 s |
1.21 |
scatter_sum / IPartOpt / cpu / PostRev |
0.00001154391799991572 s |
0.000009131353999691785 s |
1.26 |
scatter_sum / IPartOpt / cpu / BothRev |
0.000011481060999358306 s |
0.000009299190000092494 s |
1.23 |
scatter_sum / DefOpt / cpu / PreRev |
0.000011683218999678502 s |
0.000009289887999784696 s |
1.26 |
scatter_sum / DefOpt / cpu / PostRev |
0.00001157165599943255 s |
0.00000953984899979332 s |
1.21 |
scatter_sum / DefOpt / cpu / BothRev |
0.000011418434000006528 s |
0.000009352270999897884 s |
1.22 |
scatter_sum / IDefOpt / cpu / PreRev |
0.000011510127000292412 s |
0.000009202802999880078 s |
1.25 |
scatter_sum / IDefOpt / cpu / PostRev |
0.00001159531000030256 s |
0.000009294380000028468 s |
1.25 |
scatter_sum / IDefOpt / cpu / BothRev |
0.000011622615999840492 s |
0.000009057707000010853 s |
1.28 |
scatter_sum / JaXPipe / cpu / Primal |
0.000004887959001280251 s |
0.000005978666000373778 s |
0.82 |
scatter_sum / Jax / cpu / Primal |
0.000004838958000618732 s |
0.000005606746000012208 s |
0.86 |
scatter_sum / HLOOpt / cpu / Primal |
0.000004984708999472787 s |
0.000005852203999893391 s |
0.85 |
scatter_sum / PartOpt / cpu / Primal |
0.0000048498750002181625 s |
0.000005633825000131765 s |
0.86 |
scatter_sum / IPartOpt / cpu / Primal |
0.0000050142500003858 s |
0.000005649691999678908 s |
0.89 |
scatter_sum / DefOpt / cpu / Primal |
0.000004793207999682636 s |
0.000005721068999719137 s |
0.84 |
scatter_sum / IDefOpt / cpu / Primal |
0.000004879915999481454 s |
0.000005678052999883221 s |
0.86 |
scatter_sum / JaXPipe / cpu / Forward |
0.0000075469580006028994 s |
0.000009282557999995333 s |
0.81 |
scatter_sum / Jax / cpu / Forward |
0.000007701917000304093 s |
0.000009294137999859232 s |
0.83 |
scatter_sum / HLOOpt / cpu / Forward |
0.000007279082999957609 s |
0.00000931649699987247 s |
0.78 |
scatter_sum / PartOpt / cpu / Forward |
0.000007281000000148196 s |
0.00000925217599979078 s |
0.79 |
scatter_sum / IPartOpt / cpu / Forward |
0.000007442624999384861 s |
0.000009163790000002336 s |
0.81 |
scatter_sum / DefOpt / cpu / Forward |
0.000007577041000331519 s |
0.00000924915499990675 s |
0.82 |
scatter_sum / IDefOpt / cpu / Forward |
0.00000750937500015425 s |
0.000009346169999844278 s |
0.80 |
scatter_sum / JaXPipe / cpu / PreRev |
0.000007578082999316393 s |
0.000009215520999987348 s |
0.82 |
scatter_sum / JaXPipe / cpu / PostRev |
0.000007191250000687432 s |
0.000009261136000077384 s |
0.78 |
scatter_sum / JaXPipe / cpu / BothRev |
0.000007611582999743405 s |
0.000009747880000304577 s |
0.78 |
scatter_sum / Jax / cpu / BothRev |
0.000007497416001569945 s |
0.000010033274999841524 s |
0.75 |
scatter_sum / HLOOpt / cpu / PreRev |
0.000007763416999296169 s |
0.00000994097700004204 s |
0.78 |
scatter_sum / HLOOpt / cpu / PostRev |
0.00000777712499984773 s |
0.00000939264999988154 s |
0.83 |
scatter_sum / HLOOpt / cpu / BothRev |
0.00000730558299983386 s |
0.000009230711999862251 s |
0.79 |
scatter_sum / PartOpt / cpu / PreRev |
0.000007706207999945035 s |
0.000009293410999816844 s |
0.83 |
scatter_sum / PartOpt / cpu / PostRev |
0.0000077551249996759 s |
0.000009201331999975082 s |
0.84 |
scatter_sum / PartOpt / cpu / BothRev |
0.000007870290999562713 s |
0.000009280165000291165 s |
0.85 |
scatter_sum / IPartOpt / cpu / PreRev |
0.000007671708000998479 s |
0.000009419033999620296 s |
0.81 |
scatter_sum / IPartOpt / cpu / PostRev |
0.000007611125000039465 s |
0.000009131353999691785 s |
0.83 |
scatter_sum / IPartOpt / cpu / BothRev |
0.000007689833000767977 s |
0.000009299190000092494 s |
0.83 |
scatter_sum / DefOpt / cpu / PreRev |
0.000007557124999948428 s |
0.000009289887999784696 s |
0.81 |
scatter_sum / DefOpt / cpu / PostRev |
0.000007686417000513757 s |
0.00000953984899979332 s |
0.81 |
scatter_sum / DefOpt / cpu / BothRev |
0.000007554791998700239 s |
0.000009352270999897884 s |
0.81 |
scatter_sum / IDefOpt / cpu / PreRev |
0.0000081255829991278 s |
0.000009202802999880078 s |
0.88 |
scatter_sum / IDefOpt / cpu / PostRev |
0.000008676583000124083 s |
0.000009294380000028468 s |
0.93 |
scatter_sum / IDefOpt / cpu / BothRev |
0.000008292832999359235 s |
0.000009057707000010853 s |
0.92 |
slicing / JaXPipe / cpu / Primal |
0.0000044854739999209415 s |
0.000004497616999742604 s |
1.00 |
slicing / Jax / cpu / Primal |
0.000004483115999846632 s |
0.000004507376000219665 s |
0.99 |
slicing / HLOOpt / cpu / Primal |
0.000004416935999870475 s |
0.00000443922999966162 s |
0.99 |
slicing / PartOpt / cpu / Primal |
0.000004401307000080124 s |
0.000004482550999910017 s |
0.98 |
slicing / IPartOpt / cpu / Primal |
0.0000044762669999727225 s |
0.00000442202099975475 s |
1.01 |
slicing / DefOpt / cpu / Primal |
0.000004496123000080843 s |
0.000004466051999770571 s |
1.01 |
slicing / IDefOpt / cpu / Primal |
0.00000441362699984893 s |
0.0000044041320002179415 s |
1.00 |
slicing / JaXPipe / cpu / Forward |
0.000006896243000028334 s |
0.0000069344020002972684 s |
0.99 |
slicing / Jax / cpu / Forward |
0.000006860707999749138 s |
0.000007038944999749219 s |
0.97 |
slicing / HLOOpt / cpu / Forward |
0.000006882381000195892 s |
0.000006962518999898748 s |
0.99 |
slicing / PartOpt / cpu / Forward |
0.000006846842999948421 s |
0.00000694463000036194 s |
0.99 |
slicing / IPartOpt / cpu / Forward |
0.000006916862999787554 s |
0.000007071439999890572 s |
0.98 |
slicing / DefOpt / cpu / Forward |
0.00000689666300013414 s |
0.000007011773000158428 s |
0.98 |
slicing / IDefOpt / cpu / Forward |
0.000006887175999963801 s |
0.000007070332999774109 s |
0.97 |
slicing / JaXPipe / cpu / PreRev |
0.00000733074800018585 s |
0.000007507137000175135 s |
0.98 |
slicing / JaXPipe / cpu / PostRev |
0.000007403121999686846 s |
0.000007614737000039895 s |
0.97 |
slicing / JaXPipe / cpu / BothRev |
0.000007373472999915975 s |
0.000007494716000110202 s |
0.98 |
slicing / Jax / cpu / BothRev |
0.000007376528999884613 s |
0.000007540945999608084 s |
0.98 |
slicing / HLOOpt / cpu / PreRev |
0.00000725645100010297 s |
0.000007522976000018389 s |
0.96 |
slicing / HLOOpt / cpu / PostRev |
0.000007372829999894748 s |
0.000007506587000079889 s |
0.98 |
slicing / HLOOpt / cpu / BothRev |
0.000007359804999850894 s |
0.000007417451000037544 s |
0.99 |
slicing / PartOpt / cpu / PreRev |
0.000007373281000127463 s |
0.000007530364000103873 s |
0.98 |
slicing / PartOpt / cpu / PostRev |
0.000007348322999860101 s |
0.00000756842200007668 s |
0.97 |
slicing / PartOpt / cpu / BothRev |
0.000007416352999825904 s |
0.000007462373000180378 s |
0.99 |
slicing / IPartOpt / cpu / PreRev |
0.00000738551299991741 s |
0.000007588976000079129 s |
0.97 |
slicing / IPartOpt / cpu / PostRev |
0.000007461878000412979 s |
0.000007468940999842743 s |
1.00 |
slicing / IPartOpt / cpu / BothRev |
0.000007301432000076602 s |
0.000007508287000291602 s |
0.97 |
slicing / DefOpt / cpu / PreRev |
0.000007380888000170671 s |
0.000007433617000060621 s |
0.99 |
slicing / DefOpt / cpu / PostRev |
0.000007326834000195959 s |
0.000007444177000252239 s |
0.98 |
slicing / DefOpt / cpu / BothRev |
0.000007415016999857471 s |
0.000007463829999778681 s |
0.99 |
slicing / IDefOpt / cpu / PreRev |
0.000007324688999688078 s |
0.000007488087000183441 s |
0.98 |
slicing / IDefOpt / cpu / PostRev |
0.000007387363999896479 s |
0.000007899046999682468 s |
0.94 |
slicing / IDefOpt / cpu / BothRev |
0.000007366634999925736 s |
0.000007546106000063446 s |
0.98 |
slicing / JaXPipe / cpu / Primal |
0.000008603574999142438 s |
0.000004497616999742604 s |
1.91 |
slicing / Jax / cpu / Primal |
0.000009249618000467308 s |
0.000004507376000219665 s |
2.05 |
slicing / HLOOpt / cpu / Primal |
0.000009038839998538606 s |
0.00000443922999966162 s |
2.04 |
slicing / PartOpt / cpu / Primal |
0.00000908334100677166 s |
0.000004482550999910017 s |
2.03 |
slicing / IPartOpt / cpu / Primal |
0.000008595923005486839 s |
0.00000442202099975475 s |
1.94 |
slicing / DefOpt / cpu / Primal |
0.000008505688005243428 s |
0.000004466051999770571 s |
1.90 |
slicing / IDefOpt / cpu / Primal |
0.00000915867800358683 s |
0.0000044041320002179415 s |
2.08 |
slicing / JaXPipe / cpu / Forward |
0.000012371107994113115 s |
0.0000069344020002972684 s |
1.78 |
slicing / Jax / cpu / Forward |
0.000012400651001371444 s |
0.000007038944999749219 s |
1.76 |
slicing / HLOOpt / cpu / Forward |
0.00001240521100407932 s |
0.000006962518999898748 s |
1.78 |
slicing / PartOpt / cpu / Forward |
0.000013202170986915007 s |
0.00000694463000036194 s |
1.90 |
slicing / IPartOpt / cpu / Forward |
0.000012492444991949017 s |
0.000007071439999890572 s |
1.77 |
slicing / DefOpt / cpu / Forward |
0.000013201535010011866 s |
0.000007011773000158428 s |
1.88 |
slicing / IDefOpt / cpu / Forward |
0.000012328576005529613 s |
0.000007070332999774109 s |
1.74 |
slicing / JaXPipe / cpu / PreRev |
0.000014182936007273383 s |
0.000007507137000175135 s |
1.89 |
slicing / JaXPipe / cpu / PostRev |
0.000013466475007589909 s |
0.000007614737000039895 s |
1.77 |
slicing / JaXPipe / cpu / BothRev |
0.000014082150999456643 s |
0.000007494716000110202 s |
1.88 |
slicing / Jax / cpu / BothRev |
0.000014125317000434736 s |
0.000007540945999608084 s |
1.87 |
slicing / HLOOpt / cpu / PreRev |
0.000013356942989048548 s |
0.000007522976000018389 s |
1.78 |
slicing / HLOOpt / cpu / PostRev |
0.000013452402999973856 s |
0.000007506587000079889 s |
1.79 |
slicing / HLOOpt / cpu / BothRev |
0.000013377308001508937 s |
0.000007417451000037544 s |
1.80 |
slicing / PartOpt / cpu / PreRev |
0.00001341864900314249 s |
0.000007530364000103873 s |
1.78 |
slicing / PartOpt / cpu / PostRev |
0.000013505591996363364 s |
0.00000756842200007668 s |
1.78 |
slicing / PartOpt / cpu / BothRev |
0.000013410393992671743 s |
0.000007462373000180378 s |
1.80 |
slicing / IPartOpt / cpu / PreRev |
0.000014170216003549286 s |
0.000007588976000079129 s |
1.87 |
slicing / IPartOpt / cpu / PostRev |
0.000014221001998521387 s |
0.000007468940999842743 s |
1.90 |
slicing / IPartOpt / cpu / BothRev |
0.000014157215002342127 s |
0.000007508287000291602 s |
1.89 |
slicing / DefOpt / cpu / PreRev |
0.00001407393699628301 s |
0.000007433617000060621 s |
1.89 |
slicing / DefOpt / cpu / PostRev |
0.000014188409011694602 s |
0.000007444177000252239 s |
1.91 |
slicing / DefOpt / cpu / BothRev |
0.000014225111997802742 s |
0.000007463829999778681 s |
1.91 |
slicing / IDefOpt / cpu / PreRev |
0.000013283266001963055 s |
0.000007488087000183441 s |
1.77 |
slicing / IDefOpt / cpu / PostRev |
0.000013334782008314505 s |
0.000007899046999682468 s |
1.69 |
slicing / IDefOpt / cpu / BothRev |
0.0000141605940007139 s |
0.000007546106000063446 s |
1.88 |
slicing / JaXPipe / tpu / Primal |
0.0001450572880021 s |
0.0001533225379971 s |
0.95 |
slicing / Jax / tpu / Primal |
0.0001292272989994 s |
0.0001519657079916 s |
0.85 |
slicing / HLOOpt / tpu / Primal |
0.000128914228997 s |
0.0001520177490019 s |
0.85 |
slicing / PartOpt / tpu / Primal |
0.0001286007789967 s |
0.0001527621980058 s |
0.84 |
slicing / IPartOpt / tpu / Primal |
0.0001286248489996 s |
0.000152381058011 s |
0.84 |
slicing / DefOpt / tpu / Primal |
0.0001279559989998 s |
0.0001514670379983 s |
0.84 |
slicing / IDefOpt / tpu / Primal |
0.000127881807999 s |
0.0001515407090046 s |
0.84 |
slicing / JaXPipe / tpu / Forward |
0.0001830415790027 s |
0.0002076526080054 s |
0.88 |
slicing / Jax / tpu / Forward |
0.0001961064280003 s |
0.0002115791069954 s |
0.93 |
slicing / HLOOpt / tpu / Forward |
0.0001749624380026 s |
0.0001992396069981 s |
0.88 |
slicing / PartOpt / tpu / Forward |
0.000188187988002 s |
0.0002025839169946 s |
0.93 |
slicing / IPartOpt / tpu / Forward |
0.0002025897579987 s |
0.0002085489570017 s |
0.97 |
slicing / DefOpt / tpu / Forward |
0.0002019532679987 s |
0.000246985766993 s |
0.82 |
slicing / IDefOpt / tpu / Forward |
0.0001832805180019 s |
0.0002303515969979 s |
0.80 |
slicing / JaXPipe / tpu / PreRev |
0.0001934906980022 s |
0.000210582677013 s |
0.92 |
slicing / JaXPipe / tpu / PostRev |
0.0001917496780006 s |
0.0002245557679998 s |
0.85 |
slicing / JaXPipe / tpu / BothRev |
0.000191108058003 s |
0.0002337301369989 s |
0.82 |
slicing / Jax / tpu / BothRev |
0.0001763764179995 s |
0.0002330945669964 s |
0.76 |
slicing / HLOOpt / tpu / PreRev |
0.0001752737080023 s |
0.0002043799980019 s |
0.86 |
slicing / HLOOpt / tpu / PostRev |
0.0001971704679999 s |
0.000208944426995 s |
0.94 |
slicing / HLOOpt / tpu / BothRev |
0.0001922904279999 s |
0.0002191275180084 s |
0.88 |
slicing / PartOpt / tpu / PreRev |
0.0001911485370001 s |
0.0002208659369935 s |
0.87 |
slicing / PartOpt / tpu / PostRev |
0.0001862096780023 s |
0.0002211066669988 s |
0.84 |
slicing / PartOpt / tpu / BothRev |
0.0002042346769994 s |
0.000222632547011 s |
0.92 |
slicing / IPartOpt / tpu / PreRev |
0.0002037678679989 s |
0.0002248125769983 s |
0.91 |
slicing / IPartOpt / tpu / PostRev |
0.0001970064980014 s |
0.0002302927169948 s |
0.86 |
slicing / IPartOpt / tpu / BothRev |
0.0002469829670008 s |
0.0002214701379998 s |
1.12 |
slicing / DefOpt / tpu / PreRev |
0.0002470277969987 s |
0.0002206571870046 s |
1.12 |
slicing / DefOpt / tpu / PostRev |
0.0002272020480013 s |
0.0002212311070034 s |
1.03 |
slicing / DefOpt / tpu / BothRev |
0.0002272721169974 s |
0.0001939553879929 s |
1.17 |
slicing / IDefOpt / tpu / PreRev |
0.0002332647570001 s |
0.0001947300570027 s |
1.20 |
slicing / IDefOpt / tpu / PostRev |
0.0002416418280008 s |
0.0002352417170041 s |
1.03 |
slicing / IDefOpt / tpu / BothRev |
0.0002422002370003 s |
0.0002049509869975 s |
1.18 |
slicing / JaXPipe / cpu / Primal |
0.000006513901000289479 s |
0.000004497616999742604 s |
1.45 |
slicing / Jax / cpu / Primal |
0.000006194324000716733 s |
0.000004507376000219665 s |
1.37 |
slicing / HLOOpt / cpu / Primal |
0.000006423674999496143 s |
0.00000443922999966162 s |
1.45 |
slicing / PartOpt / cpu / Primal |
0.000006235566000214021 s |
0.000004482550999910017 s |
1.39 |
slicing / IPartOpt / cpu / Primal |
0.000006487984000159486 s |
0.00000442202099975475 s |
1.47 |
slicing / DefOpt / cpu / Primal |
0.000006513639999866427 s |
0.000004466051999770571 s |
1.46 |
slicing / IDefOpt / cpu / Primal |
0.000006021088999659696 s |
0.0000044041320002179415 s |
1.37 |
slicing / JaXPipe / cpu / Forward |
0.000008792034000180138 s |
0.0000069344020002972684 s |
1.27 |
slicing / Jax / cpu / Forward |
0.000009383896000144887 s |
0.000007038944999749219 s |
1.33 |
slicing / HLOOpt / cpu / Forward |
0.00000872698799958016 s |
0.000006962518999898748 s |
1.25 |
slicing / PartOpt / cpu / Forward |
0.000009227358999851277 s |
0.00000694463000036194 s |
1.33 |
slicing / IPartOpt / cpu / Forward |
0.00000875279799947748 s |
0.000007071439999890572 s |
1.24 |
slicing / DefOpt / cpu / Forward |
0.0000092537539994737 s |
0.000007011773000158428 s |
1.32 |
slicing / IDefOpt / cpu / Forward |
0.000009269692999623658 s |
0.000007070332999774109 s |
1.31 |
slicing / JaXPipe / cpu / PreRev |
0.000009333727999546682 s |
0.000007507137000175135 s |
1.24 |
slicing / JaXPipe / cpu / PostRev |
0.000009309107000262885 s |
0.000007614737000039895 s |
1.22 |
slicing / JaXPipe / cpu / BothRev |
0.000009706564999760304 s |
0.000007494716000110202 s |
1.30 |
slicing / Jax / cpu / BothRev |
0.00000982692199977464 s |
0.000007540945999608084 s |
1.30 |
slicing / HLOOpt / cpu / PreRev |
0.000009330030000455737 s |
0.000007522976000018389 s |
1.24 |
slicing / HLOOpt / cpu / PostRev |
0.000009869643000456565 s |
0.000007506587000079889 s |
1.31 |
slicing / HLOOpt / cpu / BothRev |
0.000009867070999462158 s |
0.000007417451000037544 s |
1.33 |
slicing / PartOpt / cpu / PreRev |
0.000009941207999872858 s |
0.000007530364000103873 s |
1.32 |
slicing / PartOpt / cpu / PostRev |
0.00000934009699994931 s |
0.00000756842200007668 s |
1.23 |
slicing / PartOpt / cpu / BothRev |
0.000009434444999897096 s |
0.000007462373000180378 s |
1.26 |
slicing / IPartOpt / cpu / PreRev |
0.00000985834400034946 s |
0.000007588976000079129 s |
1.30 |
slicing / IPartOpt / cpu / PostRev |
0.000009797158999390376 s |
0.000007468940999842743 s |
1.31 |
slicing / IPartOpt / cpu / BothRev |
0.000009895183000480755 s |
0.000007508287000291602 s |
1.32 |
slicing / DefOpt / cpu / PreRev |
0.000009513353999864194 s |
0.000007433617000060621 s |
1.28 |
slicing / DefOpt / cpu / PostRev |
0.000009342699000626454 s |
0.000007444177000252239 s |
1.26 |
slicing / DefOpt / cpu / BothRev |
0.00000930779300051654 s |
0.000007463829999778681 s |
1.25 |
slicing / IDefOpt / cpu / PreRev |
0.000009848818999671492 s |
0.000007488087000183441 s |
1.32 |
slicing / IDefOpt / cpu / PostRev |
0.000010120002999428837 s |
0.000007899046999682468 s |
1.28 |
slicing / IDefOpt / cpu / BothRev |
0.000010183784999753698 s |
0.000007546106000063446 s |
1.35 |
slicing / JaXPipe / cpu / Primal |
0.000003896917000020039 s |
0.000004497616999742604 s |
0.87 |
slicing / Jax / cpu / Primal |
0.000003928165999241173 s |
0.000004507376000219665 s |
0.87 |
slicing / HLOOpt / cpu / Primal |
0.000004022417000669521 s |
0.00000443922999966162 s |
0.91 |
slicing / PartOpt / cpu / Primal |
0.000003877625000313855 s |
0.000004482550999910017 s |
0.87 |
slicing / IPartOpt / cpu / Primal |
0.0000037199590005911886 s |
0.00000442202099975475 s |
0.84 |
slicing / DefOpt / cpu / Primal |
0.000003770332999920356 s |
0.000004466051999770571 s |
0.84 |
slicing / IDefOpt / cpu / Primal |
0.00000392837500112364 s |
0.0000044041320002179415 s |
0.89 |
slicing / JaXPipe / cpu / Forward |
0.000005897875000300701 s |
0.0000069344020002972684 s |
0.85 |
slicing / Jax / cpu / Forward |
0.000006035749998773099 s |
0.000007038944999749219 s |
0.86 |
slicing / HLOOpt / cpu / Forward |
0.000005881584000235307 s |
0.000006962518999898748 s |
0.84 |
slicing / PartOpt / cpu / Forward |
0.000006033250001564739 s |
0.00000694463000036194 s |
0.87 |
slicing / IPartOpt / cpu / Forward |
0.000005909458001042367 s |
0.000007071439999890572 s |
0.84 |
slicing / DefOpt / cpu / Forward |
0.000005876334000276984 s |
0.000007011773000158428 s |
0.84 |
slicing / IDefOpt / cpu / Forward |
0.00000582816600035585 s |
0.000007070332999774109 s |
0.82 |
slicing / JaXPipe / cpu / PreRev |
0.000006499541999801295 s |
0.000007507137000175135 s |
0.87 |
slicing / JaXPipe / cpu / PostRev |
0.000006363000000419561 s |
0.000007614737000039895 s |
0.84 |
slicing / JaXPipe / cpu / BothRev |
0.000006302457999481703 s |
0.000007494716000110202 s |
0.84 |
slicing / Jax / cpu / BothRev |
0.0000062851669990777735 s |
0.000007540945999608084 s |
0.83 |
slicing / HLOOpt / cpu / PreRev |
0.000006298832999164006 s |
0.000007522976000018389 s |
0.84 |
slicing / HLOOpt / cpu / PostRev |
0.0000064328749995183896 s |
0.000007506587000079889 s |
0.86 |
slicing / HLOOpt / cpu / BothRev |
0.000006332583998300834 s |
0.000007417451000037544 s |
0.85 |
slicing / PartOpt / cpu / PreRev |
0.000006213750000824802 s |
0.000007530364000103873 s |
0.83 |
slicing / PartOpt / cpu / PostRev |
0.000006393165998815676 s |
0.00000756842200007668 s |
0.84 |
slicing / PartOpt / cpu / BothRev |
0.000006343915998513694 s |
0.000007462373000180378 s |
0.85 |
slicing / IPartOpt / cpu / PreRev |
0.000006404707999536185 s |
0.000007588976000079129 s |
0.84 |
slicing / IPartOpt / cpu / PostRev |
0.000006273416998737957 s |
0.000007468940999842743 s |
0.84 |
slicing / IPartOpt / cpu / BothRev |
0.000006245417000172892 s |
0.000007508287000291602 s |
0.83 |
slicing / DefOpt / cpu / PreRev |
0.000006287709000389441 s |
0.000007433617000060621 s |
0.85 |
slicing / DefOpt / cpu / PostRev |
0.000006242166999072651 s |
0.000007444177000252239 s |
0.84 |
slicing / DefOpt / cpu / BothRev |
0.000006375792001563241 s |
0.000007463829999778681 s |
0.85 |
slicing / IDefOpt / cpu / PreRev |
0.000006344249999528984 s |
0.000007488087000183441 s |
0.85 |
slicing / IDefOpt / cpu / PostRev |
0.000006510458000775543 s |
0.000007899046999682468 s |
0.82 |
slicing / IDefOpt / cpu / BothRev |
0.000006619208999836701 s |
0.000007546106000063446 s |
0.88 |
sum / JaXPipe / cpu / Primal |
0.000005694258999938029 s |
0.000005775985999662226 s |
0.99 |
sum / Jax / cpu / Primal |
0.000005978298000172799 s |
0.000006116471000041202 s |
0.98 |
sum / HLOOpt / cpu / Primal |
0.00000594470599980923 s |
0.00000613310900007491 s |
0.97 |
sum / PartOpt / cpu / Primal |
0.000005663819999881525 s |
0.000005767823999576649 s |
0.98 |
sum / IPartOpt / cpu / Primal |
0.000005974575999971421 s |
0.000006087625999953161 s |
0.98 |
sum / DefOpt / cpu / Primal |
0.000005981091000194283 s |
0.00000622445900035018 s |
0.96 |
sum / IDefOpt / cpu / Primal |
0.000005995016999804648 s |
0.000005763173000104871 s |
1.04 |
sum / JaXPipe / cpu / Forward |
0.000009225917000094342 s |
0.00000952565199986566 s |
0.97 |
sum / Jax / cpu / Forward |
0.000009264049000194064 s |
0.000009458891000122094 s |
0.98 |
sum / HLOOpt / cpu / Forward |
0.000009223671000199829 s |
0.000009347817999696418 s |
0.99 |
sum / PartOpt / cpu / Forward |
0.000009219639999628271 s |
0.000009546500999931596 s |
0.97 |
sum / IPartOpt / cpu / Forward |
0.0000092709460000151 s |
0.000009590106999894488 s |
0.97 |
sum / DefOpt / cpu / Forward |
0.000008840039000006072 s |
0.000009476087000166444 s |
0.93 |
sum / IDefOpt / cpu / Forward |
0.000009230384999682428 s |
0.000009523695000098088 s |
0.97 |
sum / JaXPipe / cpu / PreRev |
0.00000852443299982042 s |
0.000008857819000240853 s |
0.96 |
sum / JaXPipe / cpu / PostRev |
0.000008156282000072678 s |
0.000008306654000080016 s |
0.98 |
sum / JaXPipe / cpu / BothRev |
0.000008115669000289927 s |
0.000008355184999800258 s |
0.97 |
sum / Jax / cpu / BothRev |
0.000008153006000156892 s |
0.000008302963999994972 s |
0.98 |
sum / HLOOpt / cpu / PreRev |
0.000008075107999957254 s |
0.000008332399000209989 s |
0.97 |
sum / HLOOpt / cpu / PostRev |
0.000008118531000036455 s |
0.000008370405999812647 s |
0.97 |
sum / HLOOpt / cpu / BothRev |
0.000008181161000266001 s |
0.000008368908000193187 s |
0.98 |
sum / PartOpt / cpu / PreRev |
0.000008082128000296507 s |
0.000008318417000282351 s |
0.97 |
sum / PartOpt / cpu / PostRev |
0.000008112342999993416 s |
0.000008388139000089723 s |
0.97 |
sum / PartOpt / cpu / BothRev |
0.000008087962999979937 s |
0.000008358517000033317 s |
0.97 |
sum / IPartOpt / cpu / PreRev |
0.000008149887999934435 s |
0.000008316040999943652 s |
0.98 |
sum / IPartOpt / cpu / PostRev |
0.000008130413999879238 s |
0.000008406364000165923 s |
0.97 |
sum / IPartOpt / cpu / BothRev |
0.000008134550999784551 s |
0.000008341157999893768 s |
0.98 |
sum / DefOpt / cpu / PreRev |
0.000008143428000039422 s |
0.000008316336000007141 s |
0.98 |
sum / DefOpt / cpu / PostRev |
0.000008078447999650962 s |
0.000008475524999994378 s |
0.95 |
sum / DefOpt / cpu / BothRev |
0.000008145991999754187 s |
0.000008394690000386618 s |
0.97 |
sum / IDefOpt / cpu / PreRev |
0.000008098485999653349 s |
0.000008423413000400615 s |
0.96 |
sum / IDefOpt / cpu / PostRev |
0.00000851681100039059 s |
0.00000880274000019199 s |
0.97 |
sum / IDefOpt / cpu / BothRev |
0.000008097426999938762 s |
0.000008359957999800827 s |
0.97 |
sum / JaXPipe / cpu / Primal |
0.00001232961899950169 s |
0.000005775985999662226 s |
2.13 |
sum / Jax / cpu / Primal |
0.00001150844499352388 s |
0.000006116471000041202 s |
1.88 |
sum / HLOOpt / cpu / Primal |
0.00001157630000670906 s |
0.00000613310900007491 s |
1.89 |
sum / PartOpt / cpu / Primal |
0.000011706877005053683 s |
0.000005767823999576649 s |
2.03 |
sum / IPartOpt / cpu / Primal |
0.000012243514996953309 s |
0.000006087625999953161 s |
2.01 |
sum / DefOpt / cpu / Primal |
0.00001223130599828437 s |
0.00000622445900035018 s |
1.97 |
sum / IDefOpt / cpu / Primal |
0.000012248151004314423 s |
0.000005763173000104871 s |
2.13 |
sum / JaXPipe / cpu / Forward |
0.00001818629300396424 s |
0.00000952565199986566 s |
1.91 |
sum / Jax / cpu / Forward |
0.000017140908996225335 s |
0.000009458891000122094 s |
1.81 |
sum / HLOOpt / cpu / Forward |
0.000017937251992407255 s |
0.000009347817999696418 s |
1.92 |
sum / PartOpt / cpu / Forward |
0.000018015918001765387 s |
0.000009546500999931596 s |
1.89 |
sum / IPartOpt / cpu / Forward |
0.00001728377299150452 s |
0.000009590106999894488 s |
1.80 |
sum / DefOpt / cpu / Forward |
0.000017088973996578716 s |
0.000009476087000166444 s |
1.80 |
sum / IDefOpt / cpu / Forward |
0.000018137161998311056 s |
0.000009523695000098088 s |
1.90 |
sum / JaXPipe / cpu / PreRev |
0.000015899448000709526 s |
0.000008857819000240853 s |
1.79 |
sum / JaXPipe / cpu / PostRev |
0.000015917316006380135 s |
0.000008306654000080016 s |
1.92 |
sum / JaXPipe / cpu / BothRev |
0.00001685840400750749 s |
0.000008355184999800258 s |
2.02 |
sum / Jax / cpu / BothRev |
0.000015937450996716508 s |
0.000008302963999994972 s |
1.92 |
sum / HLOOpt / cpu / PreRev |
0.00001610691200767178 s |
0.000008332399000209989 s |
1.93 |
sum / HLOOpt / cpu / PostRev |
0.000016023761010728777 s |
0.000008370405999812647 s |
1.91 |
sum / HLOOpt / cpu / BothRev |
0.00001674546700087376 s |
0.000008368908000193187 s |
2.00 |
sum / PartOpt / cpu / PreRev |
0.00001681914798973594 s |
0.000008318417000282351 s |
2.02 |
sum / PartOpt / cpu / PostRev |
0.000016752119990997015 s |
0.000008388139000089723 s |
2.00 |
sum / PartOpt / cpu / BothRev |
0.000016010897001251577 s |
0.000008358517000033317 s |
1.92 |
sum / IPartOpt / cpu / PreRev |
0.000016704505993402564 s |
0.000008316040999943652 s |
2.01 |
sum / IPartOpt / cpu / PostRev |
0.00001590652899176348 s |
0.000008406364000165923 s |
1.89 |
sum / IPartOpt / cpu / BothRev |
0.000016725519002648072 s |
0.000008341157999893768 s |
2.01 |
sum / DefOpt / cpu / PreRev |
0.000016754805008531548 s |
0.000008316336000007141 s |
2.01 |
sum / DefOpt / cpu / PostRev |
0.00001672218400926795 s |
0.000008475524999994378 s |
1.97 |
sum / DefOpt / cpu / BothRev |
0.000015885310000157917 s |
0.000008394690000386618 s |
1.89 |
sum / IDefOpt / cpu / PreRev |
0.00001672310900175944 s |
0.000008423413000400615 s |
1.99 |
sum / IDefOpt / cpu / PostRev |
0.000016776429998571983 s |
0.00000880274000019199 s |
1.91 |
sum / IDefOpt / cpu / BothRev |
0.000016746944005717524 s |
0.000008359957999800827 s |
2.00 |
sum / JaXPipe / tpu / Primal |
0.0001650888179974 s |
0.0001400876690022 s |
1.18 |
sum / Jax / tpu / Primal |
0.0001661609190014 s |
0.0001348666980047 s |
1.23 |
sum / HLOOpt / tpu / Primal |
0.0001502895990015 s |
0.0001405685689969 s |
1.07 |
sum / PartOpt / tpu / Primal |
0.0001538443589997 s |
0.000150954518991 s |
1.02 |
sum / IPartOpt / tpu / Primal |
0.0001398000889967 s |
0.0001523303180001 s |
0.92 |
sum / DefOpt / tpu / Primal |
0.0001348991289996 s |
0.0001538284889975 s |
0.88 |
sum / IDefOpt / tpu / Primal |
0.0001302610689999 s |
0.0001526828289934 s |
0.85 |
sum / JaXPipe / tpu / Forward |
0.0001865300370009 s |
0.000188318607994 s |
0.99 |
sum / Jax / tpu / Forward |
0.0001871227679985 s |
0.000218265568008 s |
0.86 |
sum / HLOOpt / tpu / Forward |
0.0001760813479995 s |
0.000212366296997 s |
0.83 |
sum / PartOpt / tpu / Forward |
0.0001877657779987 s |
0.0002234538870106 s |
0.84 |
sum / IPartOpt / tpu / Forward |
0.0001869720380018 s |
0.00022494395799 s |
0.83 |
sum / DefOpt / tpu / Forward |
0.000186745687999 s |
0.0002250261169974 s |
0.83 |
sum / IDefOpt / tpu / Forward |
0.0001871350479996 s |
0.00022891380699 s |
0.82 |
sum / JaXPipe / tpu / PreRev |
0.0002335684280005 s |
0.0002228293770021 s |
1.05 |
sum / JaXPipe / tpu / PostRev |
0.0001928013680008 s |
0.0002251223580096 s |
0.86 |
sum / JaXPipe / tpu / BothRev |
0.0001873055979995 s |
0.0002371850069903 s |
0.79 |
sum / Jax / tpu / BothRev |
0.0001774313080022 s |
0.0002197890969982 s |
0.81 |
sum / HLOOpt / tpu / PreRev |
0.0001763879080026 s |
0.0002336775979929 s |
0.75 |
sum / HLOOpt / tpu / PostRev |
0.0001866347579998 s |
0.0002248808170115 s |
0.83 |
sum / HLOOpt / tpu / BothRev |
0.0001847446279971 s |
0.0002285871470085 s |
0.81 |
sum / PartOpt / tpu / PreRev |
0.0001989475679984 s |
0.000203878307002 s |
0.98 |
sum / PartOpt / tpu / PostRev |
0.0001930929779991 s |
0.0002016815669921 s |
0.96 |
sum / PartOpt / tpu / BothRev |
0.0001950668579993 s |
0.000235555206993 s |
0.83 |
sum / IPartOpt / tpu / PreRev |
0.0002145716280028 s |
0.0002109919080103 s |
1.02 |
sum / IPartOpt / tpu / PostRev |
0.0002150063670014 s |
0.0002242932770022 s |
0.96 |
sum / IPartOpt / tpu / BothRev |
0.0001885597789987 s |
0.0002250871279975 s |
0.84 |
sum / DefOpt / tpu / PreRev |
0.0001878282979996 s |
0.0002281727969966 s |
0.82 |
sum / DefOpt / tpu / PostRev |
0.0001874765579996 s |
0.000246799866989 s |
0.76 |
sum / DefOpt / tpu / BothRev |
0.0001868198979973 s |
0.000231720456999 s |
0.81 |
sum / IDefOpt / tpu / PreRev |
0.0001894415179995 s |
0.0002520425469992 s |
0.75 |
sum / IDefOpt / tpu / PostRev |
0.0001883357680017 s |
0.0002511196569976 s |
0.75 |
sum / IDefOpt / tpu / BothRev |
0.000187428008001 s |
0.0002235216779954 s |
0.84 |
sum / JaXPipe / cpu / Primal |
0.000008187231000192697 s |
0.000005775985999662226 s |
1.42 |
sum / Jax / cpu / Primal |
0.000008028932999877725 s |
0.000006116471000041202 s |
1.31 |
sum / HLOOpt / cpu / Primal |
0.000008128463000502962 s |
0.00000613310900007491 s |
1.33 |
sum / PartOpt / cpu / Primal |
0.000008136576000651985 s |
0.000005767823999576649 s |
1.41 |
sum / IPartOpt / cpu / Primal |
0.000008518595999703394 s |
0.000006087625999953161 s |
1.40 |
sum / DefOpt / cpu / Primal |
0.000008200405999559734 s |
0.00000622445900035018 s |
1.32 |
sum / IDefOpt / cpu / Primal |
0.000008088572999440657 s |
0.000005763173000104871 s |
1.40 |
sum / JaXPipe / cpu / Forward |
0.000012234324000019114 s |
0.00000952565199986566 s |
1.28 |
sum / Jax / cpu / Forward |
0.00001172247799968318 s |
0.000009458891000122094 s |
1.24 |
sum / HLOOpt / cpu / Forward |
0.00001164791300016077 s |
0.000009347817999696418 s |
1.25 |
sum / PartOpt / cpu / Forward |
0.000012332557000263478 s |
0.000009546500999931596 s |
1.29 |
sum / IPartOpt / cpu / Forward |
0.00001250075099960668 s |
0.000009590106999894488 s |
1.30 |
sum / DefOpt / cpu / Forward |
0.000012326164000114658 s |
0.000009476087000166444 s |
1.30 |
sum / IDefOpt / cpu / Forward |
0.000011734218000128748 s |
0.000009523695000098088 s |
1.23 |
sum / JaXPipe / cpu / PreRev |
0.000011513528999785194 s |
0.000008857819000240853 s |
1.30 |
sum / JaXPipe / cpu / PostRev |
0.000010959262999676866 s |
0.000008306654000080016 s |
1.32 |
sum / JaXPipe / cpu / BothRev |
0.000011484804000247096 s |
0.000008355184999800258 s |
1.37 |
sum / Jax / cpu / BothRev |
0.000010888754000006884 s |
0.000008302963999994972 s |
1.31 |
sum / HLOOpt / cpu / PreRev |
0.000010808859000462689 s |
0.000008332399000209989 s |
1.30 |
sum / HLOOpt / cpu / PostRev |
0.000011359209999682209 s |
0.000008370405999812647 s |
1.36 |
sum / HLOOpt / cpu / BothRev |
0.000011436071000389348 s |
0.000008368908000193187 s |
1.37 |
sum / PartOpt / cpu / PreRev |
0.000011398708999877273 s |
0.000008318417000282351 s |
1.37 |
sum / PartOpt / cpu / PostRev |
0.000011364684000000125 s |
0.000008388139000089723 s |
1.35 |
sum / PartOpt / cpu / BothRev |
0.000010815972000273178 s |
0.000008358517000033317 s |
1.29 |
sum / IPartOpt / cpu / PreRev |
0.000011547727000106531 s |
0.000008316040999943652 s |
1.39 |
sum / IPartOpt / cpu / PostRev |
0.000011506743000609276 s |
0.000008406364000165923 s |
1.37 |
sum / IPartOpt / cpu / BothRev |
0.000011063009000281454 s |
0.000008341157999893768 s |
1.33 |
sum / DefOpt / cpu / PreRev |
0.000010940359999949578 s |
0.000008316336000007141 s |
1.32 |
sum / DefOpt / cpu / PostRev |
0.000011517682000885545 s |
0.000008475524999994378 s |
1.36 |
sum / DefOpt / cpu / BothRev |
0.000010787552999317996 s |
0.000008394690000386618 s |
1.29 |
sum / IDefOpt / cpu / PreRev |
0.00001145414599977812 s |
0.000008423413000400615 s |
1.36 |
sum / IDefOpt / cpu / PostRev |
0.000011479623000013816 s |
0.00000880274000019199 s |
1.30 |
sum / IDefOpt / cpu / BothRev |
0.000011450226999841108 s |
0.000008359957999800827 s |
1.37 |
sum / JaXPipe / cpu / Primal |
0.000005145958999491995 s |
0.000005775985999662226 s |
0.89 |
sum / Jax / cpu / Primal |
0.0000050446249988453925 s |
0.000006116471000041202 s |
0.82 |
sum / HLOOpt / cpu / Primal |
0.00000509845799933828 s |
0.00000613310900007491 s |
0.83 |
sum / PartOpt / cpu / Primal |
0.0000051239579988759946 s |
0.000005767823999576649 s |
0.89 |
sum / IPartOpt / cpu / Primal |
0.000005095124999570544 s |
0.000006087625999953161 s |
0.84 |
sum / DefOpt / cpu / Primal |
0.0000050565420006023485 s |
0.00000622445900035018 s |
0.81 |
sum / IDefOpt / cpu / Primal |
0.000005075416998806759 s |
0.000005763173000104871 s |
0.88 |
sum / JaXPipe / cpu / Forward |
0.00000788533400009328 s |
0.00000952565199986566 s |
0.83 |
sum / Jax / cpu / Forward |
0.000007957040999826859 s |
0.000009458891000122094 s |
0.84 |
sum / HLOOpt / cpu / Forward |
0.000007909042000392218 s |
0.000009347817999696418 s |
0.85 |
sum / PartOpt / cpu / Forward |
0.000007906875000116998 s |
0.000009546500999931596 s |
0.83 |
sum / IPartOpt / cpu / Forward |
0.000008109333000902552 s |
0.000009590106999894488 s |
0.85 |
sum / DefOpt / cpu / Forward |
0.000007894791000580881 s |
0.000009476087000166444 s |
0.83 |
sum / IDefOpt / cpu / Forward |
0.000007937791999211186 s |
0.000009523695000098088 s |
0.83 |
sum / JaXPipe / cpu / PreRev |
0.000007109999998647254 s |
0.000008857819000240853 s |
0.80 |
sum / JaXPipe / cpu / PostRev |
0.00000712141599979077 s |
0.000008306654000080016 s |
0.86 |
sum / JaXPipe / cpu / BothRev |
0.000007076041998516303 s |
0.000008355184999800258 s |
0.85 |
sum / Jax / cpu / BothRev |
0.000007154332999562029 s |
0.000008302963999994972 s |
0.86 |
sum / HLOOpt / cpu / PreRev |
0.000007064167000862654 s |
0.000008332399000209989 s |
0.85 |
sum / HLOOpt / cpu / PostRev |
0.000007025999999314081 s |
0.000008370405999812647 s |
0.84 |
sum / HLOOpt / cpu / BothRev |
0.000007134707999284729 s |
0.000008368908000193187 s |
0.85 |
sum / PartOpt / cpu / PreRev |
0.000007109041000148863 s |
0.000008318417000282351 s |
0.85 |
sum / PartOpt / cpu / PostRev |
0.00000718287500058068 s |
0.000008388139000089723 s |
0.86 |
sum / PartOpt / cpu / BothRev |
0.0000071344579992000944 s |
0.000008358517000033317 s |
0.85 |
sum / IPartOpt / cpu / PreRev |
0.000007116083999790135 s |
0.000008316040999943652 s |
0.86 |
sum / IPartOpt / cpu / PostRev |
0.000007080457999109058 s |
0.000008406364000165923 s |
0.84 |
sum / IPartOpt / cpu / BothRev |
0.000006999084000199218 s |
0.000008341157999893768 s |
0.84 |
sum / DefOpt / cpu / PreRev |
0.000007304290998945362 s |
0.000008316336000007141 s |
0.88 |
sum / DefOpt / cpu / PostRev |
0.0000071649589990556704 s |
0.000008475524999994378 s |
0.85 |
sum / DefOpt / cpu / BothRev |
0.000007156250001571607 s |
0.000008394690000386618 s |
0.85 |
sum / IDefOpt / cpu / PreRev |
0.000007198249999419204 s |
0.000008423413000400615 s |
0.85 |
sum / IDefOpt / cpu / PostRev |
0.0000072418339987052605 s |
0.00000880274000019199 s |
0.82 |
sum / IDefOpt / cpu / BothRev |
0.000007071291000102065 s |
0.000008359957999800827 s |
0.85 |
value_and_grad / JaXPipe / cpu / Primal |
0.00001080142299997533 s |
0.000010919856999862533 s |
0.99 |
value_and_grad / Jax / cpu / Primal |
0.00001068295400000352 s |
0.000010941745999843988 s |
0.98 |
value_and_grad / HLOOpt / cpu / Primal |
0.000010511432999919634 s |
0.000011241779000101814 s |
0.94 |
value_and_grad / PartOpt / cpu / Primal |
0.000010651559000052658 s |
0.000011542924999957903 s |
0.92 |
value_and_grad / IPartOpt / cpu / Primal |
0.000010711881000133871 s |
0.000011608547000378167 s |
0.92 |
value_and_grad / DefOpt / cpu / Primal |
0.00001059100300017235 s |
0.000011734348000118188 s |
0.90 |
value_and_grad / IDefOpt / cpu / Primal |
0.000010502264000024296 s |
0.000011384216999886122 s |
0.92 |
value_and_grad / JaXPipe / cpu / Primal |
0.000017095078001148067 s |
0.000010919856999862533 s |
1.57 |
value_and_grad / Jax / cpu / Primal |
0.000016976988001260908 s |
0.000010941745999843988 s |
1.55 |
value_and_grad / HLOOpt / cpu / Primal |
0.000017801359004806725 s |
0.000011241779000101814 s |
1.58 |
value_and_grad / PartOpt / cpu / Primal |
0.000018262484998558647 s |
0.000011542924999957903 s |
1.58 |
value_and_grad / IPartOpt / cpu / Primal |
0.000017926492990227418 s |
0.000011608547000378167 s |
1.54 |
value_and_grad / DefOpt / cpu / Primal |
0.000017884316999698057 s |
0.000011734348000118188 s |
1.52 |
value_and_grad / IDefOpt / cpu / Primal |
0.000018235975003335624 s |
0.000011384216999886122 s |
1.60 |
value_and_grad / JaXPipe / tpu / Primal |
0.0002081309880013 s |
0.0002612850860023 s |
0.80 |
value_and_grad / Jax / tpu / Primal |
0.0002217238580014 s |
0.0002591891769989 s |
0.86 |
value_and_grad / HLOOpt / tpu / Primal |
0.0002102718870009 s |
0.0002532022670056 s |
0.83 |
value_and_grad / PartOpt / tpu / Primal |
0.0002059860480003 s |
0.0002355084669979 s |
0.87 |
value_and_grad / IPartOpt / tpu / Primal |
0.0002092341080024 s |
0.0002416138970002 s |
0.87 |
value_and_grad / DefOpt / tpu / Primal |
0.0002086905079995 s |
0.0002494851360097 s |
0.84 |
value_and_grad / IDefOpt / tpu / Primal |
0.0002103065279989 s |
0.0002489731069945 s |
0.84 |
value_and_grad / JaXPipe / cpu / Primal |
0.000012480564999350464 s |
0.000010919856999862533 s |
1.14 |
value_and_grad / Jax / cpu / Primal |
0.00001221602899931895 s |
0.000010941745999843988 s |
1.12 |
value_and_grad / HLOOpt / cpu / Primal |
0.000013011928999731026 s |
0.000011241779000101814 s |
1.16 |
value_and_grad / PartOpt / cpu / Primal |
0.000013070121000055224 s |
0.000011542924999957903 s |
1.13 |
value_and_grad / IPartOpt / cpu / Primal |
0.00001302566999947885 s |
0.000011608547000378167 s |
1.12 |
value_and_grad / DefOpt / cpu / Primal |
0.000012868712999988927 s |
0.000011734348000118188 s |
1.10 |
value_and_grad / IDefOpt / cpu / Primal |
0.000012983702000383346 s |
0.000011384216999886122 s |
1.14 |
value_and_grad / JaXPipe / cpu / Primal |
0.000008496874999764259 s |
0.000010919856999862533 s |
0.78 |
value_and_grad / Jax / cpu / Primal |
0.000008848584000588744 s |
0.000010941745999843988 s |
0.81 |
value_and_grad / HLOOpt / cpu / Primal |
0.000008734291999644483 s |
0.000011241779000101814 s |
0.78 |
value_and_grad / PartOpt / cpu / Primal |
0.000008728208000320593 s |
0.000011542924999957903 s |
0.76 |
value_and_grad / IPartOpt / cpu / Primal |
0.00000852058399868838 s |
0.000011608547000378167 s |
0.73 |
value_and_grad / DefOpt / cpu / Primal |
0.000008544958000129554 s |
0.000011734348000118188 s |
0.73 |
value_and_grad / IDefOpt / cpu / Primal |
0.00000861537499986298 s |
0.000011384216999886122 s |
0.76 |
jaxmd40 / JaXPipe / cpu / Primal |
0.0830435809999471 s |
0.0771170554013224 s |
1.08 |
jaxmd40 / Jax / cpu / Primal |
0.0809259186004055 s |
0.0758004817995242 s |
1.07 |
jaxmd40 / HLOOpt / cpu / Primal |
0.1126284117985051 s |
0.1149900068005081 s |
0.98 |
jaxmd40 / PartOpt / cpu / Primal |
0.0772574986011022 s |
0.0796557063993532 s |
0.97 |
jaxmd40 / IPartOpt / cpu / Primal |
0.0768955370003823 s |
0.0777631069999188 s |
0.99 |
jaxmd40 / DefOpt / cpu / Primal |
0.1127921016013715 s |
0.1131231545994524 s |
1.00 |
jaxmd40 / IDefOpt / cpu / Primal |
0.1162006236001616 s |
0.1093734757989295 s |
1.06 |
jaxmd40 / JaXPipe / cpu / Forward |
0.202607064199401 s |
0.1979037351993611 s |
1.02 |
jaxmd40 / Jax / cpu / Forward |
0.1113578932010568 s |
0.1045185661991126 s |
1.07 |
jaxmd40 / HLOOpt / cpu / Forward |
0.1983735935995355 s |
0.196726698600105 s |
1.01 |
jaxmd40 / PartOpt / cpu / Forward |
0.2045283287996426 s |
0.1930257009997149 s |
1.06 |
jaxmd40 / IPartOpt / cpu / Forward |
0.2010848664009245 s |
0.1985781035997206 s |
1.01 |
jaxmd40 / DefOpt / cpu / Forward |
0.2123381059995154 s |
0.2049330004010698 s |
1.04 |
jaxmd40 / IDefOpt / cpu / Forward |
0.2034702970006037 s |
0.1974975581993931 s |
1.03 |
jaxmd40 / JaXPipe / cpu / PreRev |
0.2598370635998435 s |
0.2643831445995602 s |
0.98 |
jaxmd40 / JaXPipe / cpu / PostRev |
0.1603814023983432 s |
0.1540794226006255 s |
1.04 |
jaxmd40 / JaXPipe / cpu / BothRev |
0.2667567569995299 s |
0.2672500018001301 s |
1.00 |
jaxmd40 / Jax / cpu / BothRev |
0.1569046919990796 s |
0.1606109791988274 s |
0.98 |
jaxmd40 / HLOOpt / cpu / PreRev |
0.2636091497988673 s |
0.2588695523998467 s |
1.02 |
jaxmd40 / HLOOpt / cpu / PostRev |
0.2268748544011032 s |
0.2206848260000697 s |
1.03 |
jaxmd40 / HLOOpt / cpu / BothRev |
0.2905251425981987 s |
0.2993181055993773 s |
0.97 |
jaxmd40 / PartOpt / cpu / PreRev |
0.2612516435998259 s |
0.2600895903990022 s |
1.00 |
jaxmd40 / PartOpt / cpu / PostRev |
0.1554909779981244 s |
0.1516019115995732 s |
1.03 |
jaxmd40 / PartOpt / cpu / BothRev |
0.2988716635998571 s |
0.298393619399576 s |
1.00 |
jaxmd40 / IPartOpt / cpu / PreRev |
0.2609965340001509 s |
0.2659024993990897 s |
0.98 |
jaxmd40 / IPartOpt / cpu / PostRev |
0.1526726854004664 s |
0.1511351759996614 s |
1.01 |
jaxmd40 / IPartOpt / cpu / BothRev |
0.2958196361985756 s |
0.2990089336002711 s |
0.99 |
jaxmd40 / DefOpt / cpu / PreRev |
0.2575592733977828 s |
0.2577593241992872 s |
1.00 |
jaxmd40 / DefOpt / cpu / PostRev |
0.2249641364003764 s |
0.2206876336000277 s |
1.02 |
jaxmd40 / DefOpt / cpu / BothRev |
0.3002446213999065 s |
0.2977104391989996 s |
1.01 |
jaxmd40 / IDefOpt / cpu / PreRev |
0.2560374696011422 s |
0.2553770213999087 s |
1.00 |
jaxmd40 / IDefOpt / cpu / PostRev |
0.2266832048015203 s |
0.2238804708002135 s |
1.01 |
jaxmd40 / IDefOpt / cpu / BothRev |
0.310535119601991 s |
0.2824969139997847 s |
1.10 |
jaxmd40 / JaXPipe / tpu / Primal |
0.0092939599999226 s |
0.0093164678022731 s |
1.00 |
jaxmd40 / Jax / tpu / Primal |
0.0092691120000381 s |
0.0093402737984433 s |
0.99 |
jaxmd40 / HLOOpt / tpu / Primal |
0.0092104038005345 s |
0.0092448279989184 s |
1.00 |
jaxmd40 / PartOpt / tpu / Primal |
0.0092388919998484 s |
0.0092774299992015 s |
1.00 |
jaxmd40 / IPartOpt / tpu / Primal |
0.009240837800462 s |
0.0092958420020295 s |
0.99 |
jaxmd40 / DefOpt / tpu / Primal |
0.0090695419996336 s |
0.0090859778021695 s |
1.00 |
jaxmd40 / IDefOpt / tpu / Primal |
0.0090165677996992 s |
0.0090693139994982 s |
0.99 |
jaxmd40 / JaXPipe / tpu / Forward |
0.0178152638000028 s |
0.0179372457991121 s |
0.99 |
jaxmd40 / Jax / tpu / Forward |
0.0182518818000971 s |
0.0183396937994984 s |
1.00 |
jaxmd40 / HLOOpt / tpu / Forward |
0.017785315799847 s |
0.0178615077980794 s |
1.00 |
jaxmd40 / PartOpt / tpu / Forward |
0.0178080798003065 s |
0.0178928177978377 s |
1.00 |
jaxmd40 / IPartOpt / tpu / Forward |
0.017851003800024 s |
0.0178694437985541 s |
1.00 |
jaxmd40 / DefOpt / tpu / Forward |
0.0178686020000895 s |
0.0178970977984135 s |
1.00 |
jaxmd40 / IDefOpt / tpu / Forward |
0.0178645438005332 s |
0.0178696855989983 s |
1.00 |
jaxmd40 / JaXPipe / tpu / PreRev |
0.0257139855995774 s |
0.025785839598393 s |
1.00 |
jaxmd40 / JaXPipe / tpu / PostRev |
0.0197238838001794 s |
0.0198335257999133 s |
0.99 |
jaxmd40 / JaXPipe / tpu / BothRev |
0.0257066035999741 s |
0.0257675956003367 s |
1.00 |
jaxmd40 / Jax / tpu / BothRev |
0.0197135477996198 s |
0.0197999658004846 s |
1.00 |
jaxmd40 / HLOOpt / tpu / PreRev |
0.0258049135998589 s |
0.025882633801666 s |
1.00 |
jaxmd40 / HLOOpt / tpu / PostRev |
0.0188870518002659 s |
0.0188813297980232 s |
1.00 |
jaxmd40 / HLOOpt / tpu / BothRev |
0.0258311318000778 s |
0.0258077876002062 s |
1.00 |
jaxmd40 / PartOpt / tpu / PreRev |
0.025777445800486 s |
0.0257399815978715 s |
1.00 |
jaxmd40 / PartOpt / tpu / PostRev |
0.019712659799552 s |
0.0197633837989997 s |
1.00 |
jaxmd40 / PartOpt / tpu / BothRev |
0.0257787697999447 s |
0.0258140335994539 s |
1.00 |
jaxmd40 / IPartOpt / tpu / PreRev |
0.0257676337998418 s |
0.0257951195992063 s |
1.00 |
jaxmd40 / IPartOpt / tpu / PostRev |
0.0197552957994048 s |
0.0198015717993257 s |
1.00 |
jaxmd40 / IPartOpt / tpu / BothRev |
0.0257628555998962 s |
0.0258173776004696 s |
1.00 |
jaxmd40 / DefOpt / tpu / PreRev |
0.0258100995997665 s |
0.0258387535985093 s |
1.00 |
jaxmd40 / DefOpt / tpu / PostRev |
0.0183118877997912 s |
0.0183025398000609 s |
1.00 |
jaxmd40 / DefOpt / tpu / BothRev |
0.025785495799937 s |
0.0258391136012505 s |
1.00 |
jaxmd40 / IDefOpt / tpu / PreRev |
0.0257331836000958 s |
0.0257935258006909 s |
1.00 |
jaxmd40 / IDefOpt / tpu / PostRev |
0.018067095799779 s |
0.0180553997983224 s |
1.00 |
jaxmd40 / IDefOpt / tpu / BothRev |
0.0257769036004901 s |
0.0257770636002533 s |
1.00 |
jaxmd40 / JaXPipe / cpu / Primal |
0.0641396232000261 s |
0.0771170554013224 s |
0.83 |
jaxmd40 / Jax / cpu / Primal |
0.0641193811999983 s |
0.0758004817995242 s |
0.85 |
jaxmd40 / HLOOpt / cpu / Primal |
0.088170438599991 s |
0.1149900068005081 s |
0.77 |
jaxmd40 / PartOpt / cpu / Primal |
0.0582988004000071 s |
0.0796557063993532 s |
0.73 |
jaxmd40 / IPartOpt / cpu / Primal |
0.0639589649999834 s |
0.0777631069999188 s |
0.82 |
jaxmd40 / DefOpt / cpu / Primal |
0.0827462025999921 s |
0.1131231545994524 s |
0.73 |
jaxmd40 / IDefOpt / cpu / Primal |
0.0867457541999101 s |
0.1093734757989295 s |
0.79 |
jaxmd40 / JaXPipe / cpu / Forward |
0.1526432044000102 s |
0.1979037351993611 s |
0.77 |
jaxmd40 / Jax / cpu / Forward |
0.0856592856000133 s |
0.1045185661991126 s |
0.82 |
jaxmd40 / HLOOpt / cpu / Forward |
0.1520863019999524 s |
0.196726698600105 s |
0.77 |
jaxmd40 / PartOpt / cpu / Forward |
0.1531275232000553 s |
0.1930257009997149 s |
0.79 |
jaxmd40 / IPartOpt / cpu / Forward |
0.1531316122000134 s |
0.1985781035997206 s |
0.77 |
jaxmd40 / DefOpt / cpu / Forward |
0.15291524259992 s |
0.2049330004010698 s |
0.75 |
jaxmd40 / IDefOpt / cpu / Forward |
0.1513506826000593 s |
0.1974975581993931 s |
0.77 |
jaxmd40 / JaXPipe / cpu / PreRev |
0.2202746271999785 s |
0.2643831445995602 s |
0.83 |
jaxmd40 / JaXPipe / cpu / PostRev |
0.1302494475999992 s |
0.1540794226006255 s |
0.85 |
jaxmd40 / JaXPipe / cpu / BothRev |
0.2226969940000344 s |
0.2672500018001301 s |
0.83 |
jaxmd40 / Jax / cpu / BothRev |
0.129683470800046 s |
0.1606109791988274 s |
0.81 |
jaxmd40 / HLOOpt / cpu / PreRev |
0.2099450202000298 s |
0.2588695523998467 s |
0.81 |
jaxmd40 / HLOOpt / cpu / PostRev |
0.1634484086000157 s |
0.2206848260000697 s |
0.74 |
jaxmd40 / HLOOpt / cpu / BothRev |
0.2398816535998776 s |
0.2993181055993773 s |
0.80 |
jaxmd40 / PartOpt / cpu / PreRev |
0.2121703243999945 s |
0.2600895903990022 s |
0.82 |
jaxmd40 / PartOpt / cpu / PostRev |
0.1221689168000011 s |
0.1516019115995732 s |
0.81 |
jaxmd40 / PartOpt / cpu / BothRev |
0.2425854560000516 s |
0.298393619399576 s |
0.81 |
jaxmd40 / IPartOpt / cpu / PreRev |
0.2148990690000573 s |
0.2659024993990897 s |
0.81 |
jaxmd40 / IPartOpt / cpu / PostRev |
0.1174619019999227 s |
0.1511351759996614 s |
0.78 |
jaxmd40 / IPartOpt / cpu / BothRev |
0.2363661823999791 s |
0.2990089336002711 s |
0.79 |
jaxmd40 / DefOpt / cpu / PreRev |
0.2147791096000219 s |
0.2577593241992872 s |
0.83 |
jaxmd40 / DefOpt / cpu / PostRev |
0.1631765161999283 s |
0.2206876336000277 s |
0.74 |
jaxmd40 / DefOpt / cpu / BothRev |
0.2341007829998488 s |
0.2977104391989996 s |
0.79 |
jaxmd40 / IDefOpt / cpu / PreRev |
0.2173579485999653 s |
0.2553770213999087 s |
0.85 |
jaxmd40 / IDefOpt / cpu / PostRev |
0.1638462695998896 s |
0.2238804708002135 s |
0.73 |
jaxmd40 / IDefOpt / cpu / BothRev |
0.225207982000029 s |
0.2824969139997847 s |
0.80 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / JaXPipe / cpu / Primal |
54.47949160799908 s |
53.9204369020008 s |
1.01 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / Jax / cpu / Primal |
53.86310731399863 s |
53.9234920730014 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / HLOOpt / cpu / Primal |
53.755149247008376 s |
53.285270733998914 s |
1.01 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / PartOpt / cpu / Primal |
53.41792710300069 s |
52.2100619519988 s |
1.02 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IPartOpt / cpu / Primal |
53.26819672599959 s |
52.932724600002985 s |
1.01 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / DefOpt / cpu / Primal |
26.163741633994505 s |
26.717407291005657 s |
0.98 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IDefOpt / cpu / Primal |
56.51890455900866 s |
58.68984812399867 s |
0.96 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / JaXPipe / tpu / Primal |
0.1901417980006954 s |
0.1901653870008885 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / Jax / tpu / Primal |
0.1898713679984212 s |
0.190129048001836 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / HLOOpt / tpu / Primal |
0.1886644180012808 s |
0.1888549470022553 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / PartOpt / tpu / Primal |
0.2028320079989498 s |
0.2029735370015259 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IPartOpt / tpu / Primal |
0.2028421280010661 s |
0.2029358569998294 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / DefOpt / tpu / Primal |
0.1738589590022456 s |
0.1740735080093145 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IDefOpt / tpu / Primal |
0.1850203180001699 s |
0.1850804879941279 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / JaXPipe / cpu / Primal |
51.610174531000666 s |
53.9204369020008 s |
0.96 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / Jax / cpu / Primal |
52.77332496600047 s |
53.9234920730014 s |
0.98 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / HLOOpt / cpu / Primal |
51.87536834999992 s |
53.285270733998914 s |
0.97 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / PartOpt / cpu / Primal |
52.270616453 s |
52.2100619519988 s |
1.00 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IPartOpt / cpu / Primal |
53.84973218699997 s |
52.932724600002985 s |
1.02 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / DefOpt / cpu / Primal |
25.33241305399952 s |
26.717407291005657 s |
0.95 |
neural_gcm_dynamic_forcing_deterministic_1_4_deg / IDefOpt / cpu / Primal |
59.85710809600005 s |
58.68984812399867 s |
1.02 |
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…nd rotate Co-authored-by: wsmoses <1260124+wsmoses@users.noreply.github.com>
…ve guard Co-authored-by: wsmoses <1260124+wsmoses@users.noreply.github.com>
Co-authored-by: wsmoses <1260124+wsmoses@users.noreply.github.com>
Co-authored-by: wsmoses <1260124+wsmoses@users.noreply.github.com>
…selection Co-authored-by: wsmoses <1260124+wsmoses@users.noreply.github.com>
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fixes #1775