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AMD mixed-precision MLA decode

600 eligible runs
mla-attention

DeepSeek-R1 forward_absorb MLA decode attention for MI355X: absorbed bf16 queries against a compressed latent KV cache with indptr-based variable-length batching, one decode step (qseqlen 1, kvseqlen up to 8k). The KV buffer is supplied in bf16, fp8, and mxfp4 formats; the full 576 dims act as keys and the first 512 as values, and a config dict accompanies the tensors listed here.

Fastest reported
8.05µsgeomean
submission 754087Amo-Zeng · License unknown · python

Reported evidence · last observed 2026-04-07. Reported by source; not independently reproduced. License unknown.

No package · vendor the source →View source →Run detail →

Current records

Not measured on H100, B200 for this workload. Challenges →

Source-native comparison · GPU AMD Instinct MI355X · Workload suite of 8 cases · geomean score · Protocol reference-kernels eval.py · geomean · 600 results · last observed 2026-04-07Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
submission 754087Amo-Zeng
8.05µs
1.00×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
2
submission 753797Barry_zhang
14.5µs
1.80×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
3
submission 754992josusanmartin
21.2µs
2.63×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
4
submission 736894NinoHeather
22.1µs
2.75×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
5
submission 736348josusanmartin
22.2µs
2.75×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
6
submission 675331josusanmartin
23.0µs
2.86×
Reported · license unknown · source
2026-03-30stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
7
submission 673003josusanmartin
23.5µs
2.93×
Reported · license unknown · source
2026-03-30stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
8
submission 670399josusanmartin
24.2µs
3.00×
Reported · license unknown · source
2026-03-30stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
9
submission 670118josusanmartin
25.9µs
3.22×
Reported · license unknown · no source
2026-03-30stale

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
10
submission 669133josusanmartin
27.5µs
3.41×
Reported · license unknown · source
2026-03-30stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
11
submission 755173Danny Estenberg
28.6µs
3.55×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
12
submission 749874John Hahn
29.2µs
3.63×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
13
submission 693347John Hahn
29.3µs
3.64×
Reported · license unknown · source
2026-04-01stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
14
submission 755183Will Fisher
29.3µs
3.65×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
15
submission 742733LunNova
29.4µs
3.65×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
16
submission 748977Jingze
29.8µs
3.70×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
17
submission 743988mmk150
30.0µs
3.73×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
18
submission 661294josusanmartin
31.2µs
3.87×
Reported · license unknown · source
2026-03-29stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
19
submission 754421divc13
31.2µs
3.87×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
20
submission 754926ftyghome
31.4µs
3.90×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
21
submission 747749divc13
31.7µs
3.95×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
22
submission 755102Law1912
31.9µs
3.96×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
23
submission 746709divc13
31.9µs
3.96×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
24
submission 702682Danishlynx
31.9µs
3.97×
Reported · license unknown · source
2026-04-02stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
25
submission 648412John Hahn
32.0µs
3.98×
Reported · license unknown · source
2026-03-27stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
26
submission 755196Ananda Sai A
32.3µs
4.01×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
27
submission 741445Maxwell Cipher
32.4µs
4.03×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
28
submission 754379ftyghome
32.5µs
4.03×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
29
submission 742458Ananda Sai A
32.5µs
4.04×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
30
submission 745253augustus2024
32.5µs
4.05×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
31
submission 739598johnny.t.shi
32.6µs
4.05×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
32
submission 751073mars-compute
32.6µs
4.05×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
33
submission 745692divc13
32.7µs
4.06×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
34
submission 700499Danishlynx
32.7µs
4.07×
Reported · license unknown · source
2026-04-02stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
35
submission 618775Nicky Pochinkov
32.7µs
4.07×
Reported · license unknown · source
2026-03-24stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
36
submission 723187Hamza
32.8µs
4.07×
Reported · license unknown · source
2026-04-04stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
37
submission 753932guojun21
32.9µs
4.09×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
38
submission 601703Ananda Sai A
33.0µs
4.10×
Reported · license unknown · source
2026-03-21stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
39
submission 723086.jonnss
33.0µs
4.10×
Reported · license unknown · source
2026-04-04stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
40
submission 744389divc13
33.1µs
4.11×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
41
submission 635670josusanmartin
33.1µs
4.11×
Reported · license unknown · source
2026-03-26stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
42
submission 677054johnny.t.shi
33.2µs
4.13×
Reported · license unknown · source
2026-03-31stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
43
submission 607363Nicky Pochinkov
33.4µs
4.15×
Reported · license unknown · source
2026-03-22stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
44
submission 716743ooousay
33.4µs
4.15×
Reported · license unknown · source
2026-04-03stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
45
submission 735284Borui Xu
33.5µs
4.16×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
46
submission 606366Nicky Pochinkov
33.5µs
4.16×
Reported · license unknown · source
2026-03-21stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
47
submission 737883JIANG Jiaxin
33.6µs
4.18×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
48
submission 737583mars-compute
33.7µs
4.18×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
49
submission 740330divc13
33.7µs
4.19×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
50
submission 739084Maxwell Cipher
33.8µs
4.20×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
51
submission 687679NinoHeather
33.9µs
4.21×
Reported · license unknown · source
2026-04-01stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
52
submission 679268Danishlynx
33.9µs
4.22×
Reported · license unknown · source
2026-03-31stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
53
submission 714276internetrat
34.0µs
4.23×
Reported · license unknown · source
2026-04-03stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
54
submission 651367johnny.t.shi
34.1µs
4.23×
Reported · license unknown · source
2026-03-28stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
55
submission 734135willfisher
34.3µs
4.26×
Reported · license unknown · source
2026-04-05

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
56
submission 747410Brian Sun
34.3µs
4.27×
Reported · license unknown · source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
57
submission 753497guojun21
34.4µs
4.27×
Reported · license unknown · no source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
58
submission 641982johnny.t.shi
34.5µs
4.28×
Reported · license unknown · source
2026-03-26stale

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →
59
submission 745713Brian Sun
34.5µs
4.28×
Reported · license unknown · no source
2026-04-06

Measured exactly what you asked. Reported by source; not independently reproduced.

no sourcelicense unknownno install recipeRun detail →
60
submission 754986flower2123
34.5µs
4.29×
Reported · license unknown · source
2026-04-07

Measured exactly what you asked. Reported by source; not independently reproduced.

source mirroredlicense unknownno install recipeView source →Run detail →

540 more rows in this comparison group. Open all in search →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
submission 754087Amo-Zeng
python
8.05µs
1.00×
Reported
license unknown · source
submission 753797Barry_zhang
python
14.5µs
1.80×
Reported
license unknown · source
submission 754992josusanmartin
python
21.2µs
2.63×
Reported
license unknown · source
submission 736894NinoHeather
python
22.1µs
2.75×
Reported
license unknown · source
submission 755173Danny Estenberg
python
28.6µs
3.55×
Reported
license unknown · source
submission 749874John Hahn
python
29.2µs
3.63×
Reported
license unknown · source
submission 755183Will Fisher
python
29.3µs
3.65×
Reported
license unknown · source
submission 742733LunNova
python
29.4µs
3.65×
Reported
license unknown · source
Show all 766 implementations ›
submission 748977Jingze
python
29.8µs
3.70×
Reported
license unknown · source
submission 743988mmk150
python
30.0µs
3.73×
Reported
license unknown · source
submission 754421divc13
python
31.2µs
3.87×
Reported
license unknown · source
submission 754926ftyghome
python
31.4µs
3.90×
Reported
license unknown · source
submission 755102Law1912
python
31.9µs
3.96×
Reported
license unknown · source
submission 702682Danishlynx
python
31.9µs
3.97×
Reported
license unknown · source
submission 755196Ananda Sai A
python
32.3µs
4.01×
Reported
license unknown · source
submission 741445Maxwell Cipher
python
32.4µs
4.03×
Reported
license unknown · source
submission 745253augustus2024
python
32.5µs
4.05×
Reported
license unknown · source
submission 739598johnny.t.shi
python
32.6µs
4.05×
Reported
license unknown · source
submission 751073mars-compute
python
32.6µs
4.05×
Reported
license unknown · source
submission 618775Nicky Pochinkov
python
32.7µs
4.07×
Reported
license unknown · source
submission 723187Hamza
python
32.8µs
4.07×
Reported
license unknown · source
submission 753932guojun21
python
32.9µs
4.09×
Reported
license unknown · source
submission 723086.jonnss
python
33.0µs
4.10×
Reported
license unknown · source
submission 716743ooousay
python
33.4µs
4.15×
Reported
license unknown · source
submission 735284Borui Xu
python
33.5µs
4.16×
Reported
license unknown · source
submission 737883JIANG Jiaxin
python
33.6µs
4.18×
Reported
license unknown · source
submission 714276internetrat
python
34.0µs
4.23×
Reported
license unknown · source
submission 734135willfisher
python
34.3µs
4.26×
Reported
license unknown · source
submission 747410Brian Sun
python
34.3µs
4.27×
Reported
license unknown · source
submission 754986flower2123
python
34.5µs
4.29×
Reported
license unknown · source
submission 723450olezhka_007
python
34.6µs
4.31×
Reported
license unknown · source
submission 657324Yufeng98
python
34.8µs
4.32×
Reported
license unknown · source
submission 754086PromptForcePrime
python
34.9µs
4.34×
Reported
license unknown · source
submission 720383div22
python
35.3µs
4.38×
Reported
license unknown · source
submission 755138shaw061434
python
35.4µs
4.39×
Reported
license unknown · source
submission 733177Shellmia0
python
35.4µs
4.40×
Reported
license unknown · source
submission 747989bigmodel_wuzhigang
python
35.4µs
4.40×
Reported
license unknown · source
submission 716430somethingobscurefordevstuff
python
35.9µs
4.47×
Reported
license unknown · source
submission 754469Leon
python
36.1µs
4.49×
Reported
license unknown · source
submission 708373noobmaster69_og
python
36.2µs
4.49×
Reported
license unknown · source
submission 714636anuragj0803
python
36.6µs
4.54×
Reported
license unknown · source
submission 754850Shaw
python
37.1µs
4.61×
Reported
license unknown · source
submission 746532kkosey
python
37.5µs
4.66×
Reported
license unknown · source
submission 745087HorizonLiang
python
38.3µs
4.76×
Reported
license unknown · source
submission 748203dorhuri123
python
38.4µs
4.78×
Reported
license unknown · source
submission 702905Bortlesboat
python
38.7µs
4.80×
Reported
license unknown · source
submission 692061npip99
python
38.7µs
4.81×
Reported
license unknown · source
submission 668813jiajia931
python
40.4µs
5.02×
Reported
license unknown · source
submission 753817sean_nobricks
python
40.9µs
5.09×
Reported
license unknown · source
submission 728245divc13
python
43.0µs
5.35×
Reported
license unknown · source
submission 661945mega-dmitriy
python
44.5µs
5.53×
Reported
license unknown · source
submission 754245colorswind
python
45.1µs
5.61×
Reported
license unknown · source
submission 689325nanbeilvdougao
python
45.2µs
5.62×
Reported
license unknown · source
submission 607984Harpreet Singh
python
45.8µs
5.70×
Reported
license unknown · source
submission 602280renguangwei4github
python
46.0µs
5.71×
Reported
license unknown · source
submission 727205vuxml
python
46.3µs
5.75×
Reported
license unknown · source
submission 703488romepen788
python
47.5µs
5.91×
Reported
license unknown · source
submission 703561namebot855
python
47.6µs
5.92×
Reported
license unknown · source
submission 747369nataliakokoromyti
python
48.2µs
5.99×
Reported
license unknown · source
submission 670551南北绿豆糕
python
52.3µs
6.50×
Reported
license unknown · source
submission 742585lgc0338
python
52.6µs
6.54×
Reported
license unknown · source
submission 688800SSS
python
52.8µs
6.56×
Reported
license unknown · source
submission 737458Jayluci4
python
53.0µs
6.59×
Reported
license unknown · source
submission 697070meddanii
python
53.2µs
6.62×
Reported
license unknown · source
submission 697460LiangSu8899
python
53.5µs
6.65×
Reported
license unknown · source
submission 594605rikashi
python
54.3µs
6.75×
Reported
license unknown · source
submission 718374cat5737
python
54.8µs
6.81×
Reported
license unknown · source
submission 653127mocimex265
python
55.3µs
6.88×
Reported
license unknown · source
submission 730703c2flowDS
python
55.5µs
6.90×
Reported
license unknown · source
submission 683270Aniket Sadashiva
python
55.6µs
6.91×
Reported
license unknown · source
submission 715629bill_97933
python
55.7µs
6.93×
Reported
license unknown · source
submission 746469chenxingqiang
python
56.1µs
6.97×
Reported
license unknown · source
submission 665352sepehresy
python
56.1µs
6.97×
Reported
license unknown · source
submission 718375xoraray575
python
56.3µs
7.00×
Reported
license unknown · source
submission 691129Sami
python
56.5µs
7.02×
Reported
license unknown · source
submission 754244Navdeep Singh
python
56.5µs
7.02×
Reported
license unknown · source
submission 632302inference_and_chill
python
56.8µs
7.06×
Reported
license unknown · source
submission 709833liang
python
56.8µs
7.06×
Reported
license unknown · source
submission 745522momiji_inb
python
56.9µs
7.07×
Reported
license unknown · source
submission 718159tangzhanshuo
python
57.0µs
7.08×
Reported
license unknown · source
submission 718377jotod92140
python
57.1µs
7.10×
Reported
license unknown · source
submission 718376hawop16764
python
57.2µs
7.11×
Reported
license unknown · source
submission 687741Jianian-Xu
python
57.2µs
7.11×
Reported
license unknown · source
submission 727780Zaber
python
57.3µs
7.12×
Reported
license unknown · source
submission 697219parcadei
python
57.4µs
7.13×
Reported
license unknown · source
submission 745751farhan-navas
python
57.5µs
7.14×
Reported
license unknown · source
submission 687550rosehulman.
python
57.6µs
7.15×
Reported
license unknown · source
submission 718381xoxos13179
python
57.7µs
7.18×
Reported
license unknown · source
submission 647642rofeca4922
python
57.8µs
7.18×
Reported
license unknown · source
submission 660305yuzhou_lithos
python
57.8µs
7.18×
Reported
license unknown · source
submission 751083zdqzeros
python
58.0µs
7.21×
Reported
license unknown · source
submission 697838Zhenyu2Liang
python
58.1µs
7.22×
Reported
license unknown · source
submission 653025yzhou442
python
58.2µs
7.24×
Reported
license unknown · source
submission 703731tanibe5390
python
58.7µs
7.30×
Reported
license unknown · source
submission 754240zhuang000123
python
59.1µs
7.35×
Reported
license unknown · source
submission 663509rt11
python
59.5µs
7.40×
Reported
license unknown · source
submission 754225CaptnJackSparrow
python
60.2µs
7.49×
Reported
license unknown · source
submission 662826yuzhou2
python
60.3µs
7.50×
Reported
license unknown · source
submission 607557jpy794
python
61.9µs
7.69×
Reported
license unknown · source
submission 714730xxman_
python
62.8µs
7.81×
Reported
license unknown · source
submission 655097Amo-Zeng
python
—
—
license unknown · source
submission 703447Amo-Zeng
python
149.5µs
18.59×
Reported
license unknown · source
submission 705229Amo-Zeng
python
141.9µs
17.63×
Reported
license unknown · source
submission 735111Amo-Zeng
python
121.1µs
15.06×
Reported
license unknown · source
submission 608930Barry_zhang
python
184.9µs
22.98×
Reported
license unknown · source
submission 665420Barry_zhang
python
166.6µs
20.71×
Reported
license unknown · source
submission 665830Barry_zhang
python
151.8µs
18.87×
Reported
license unknown · source
submission 666982Barry_zhang
python
137.0µs
17.03×
Reported
license unknown · source
submission 724364Barry_zhang
python
76.4µs
9.50×
Reported
license unknown · source
submission 728065Barry_zhang
python
41.6µs
5.17×
Reported
license unknown · source
submission 736355Barry_zhang
python
38.3µs
4.76×
Reported
license unknown · source
submission 742763Barry_zhang
python
35.3µs
4.38×
Reported
license unknown · source
submission 586016josusanmartin
python
86.5µs
10.75×
Reported
license unknown · source
submission 586726josusanmartin
python
75.5µs
9.38×
Reported
license unknown · source
submission 588910josusanmartin
python
57.8µs
7.18×
Reported
license unknown · source
submission 605758josusanmartin
python
45.3µs
5.63×
Reported
license unknown · source
submission 609267josusanmartin
python
43.6µs
5.42×
Reported
license unknown · source
submission 624092josusanmartin
python
41.2µs
5.12×
Reported
license unknown · source
submission 631834josusanmartin
python
37.8µs
4.70×
Reported
license unknown · source
submission 635670josusanmartin
python
33.1µs
4.11×
Reported
license unknown · source
submission 661294josusanmartin
python
31.2µs
3.87×
Reported
license unknown · source
submission 669133josusanmartin
python
27.5µs
3.41×
Reported
license unknown · source
submission 670399josusanmartin
python
24.2µs
3.00×
Reported
license unknown · source
submission 673003josusanmartin
python
23.5µs
2.93×
Reported
license unknown · source
submission 675331josusanmartin
python
23.0µs
2.86×
Reported
license unknown · source
submission 736348josusanmartin
python
22.2µs
2.75×
Reported
license unknown · source
submission 683428NinoHeather
python
34.7µs
4.31×
Reported
license unknown · source
submission 687679NinoHeather
python
33.9µs
4.21×
Reported
license unknown · source
submission 588281John Hahn
python
59.9µs
7.45×
Reported
license unknown · source
submission 592176John Hahn
python
59.8µs
7.44×
Reported
license unknown · source
submission 592652John Hahn
python
59.5µs
7.39×
Reported
license unknown · source
submission 599390John Hahn
python
59.3µs
7.37×
Reported
license unknown · source
submission 600438John Hahn
python
59.0µs
7.34×
Reported
license unknown · source
submission 612282John Hahn
python
54.3µs
6.75×
Reported
license unknown · source
submission 627900John Hahn
python
49.7µs
6.18×
Reported
license unknown · source
submission 634620John Hahn
python
46.9µs
5.83×
Reported
license unknown · source
submission 635578John Hahn
python
46.3µs
5.75×
Reported
license unknown · source
submission 644617John Hahn
python
37.3µs
4.64×
Reported
license unknown · source
submission 645036John Hahn
python
37.0µs
4.59×
Reported
license unknown · source
submission 645796John Hahn
python
36.0µs
4.47×
Reported
license unknown · source
submission 648412John Hahn
python
32.0µs
3.98×
Reported
license unknown · source
submission 693347John Hahn
python
29.3µs
3.64×
Reported
license unknown · source
submission 742151LunNova
python
36.4µs
4.52×
Reported
license unknown · source
submission 692590Jingze
python
69.4µs
8.62×
Reported
license unknown · source
submission 695064Jingze
python
62.5µs
7.77×
Reported
license unknown · source
submission 697544Jingze
python
49.0µs
6.09×
Reported
license unknown · source
submission 698114Jingze
python
43.1µs
5.36×
Reported
license unknown · source
submission 727774Jingze
python
35.3µs
4.38×
Reported
license unknown · source
submission 738113mmk150
python
43.6µs
5.41×
Reported
license unknown · source
submission 585963divc13
python
124.3µs
15.45×
Reported
license unknown · source
submission 586148divc13
python
102.9µs
12.79×
Reported
license unknown · source
submission 588924divc13
python
102.2µs
12.70×
Reported
license unknown · source
submission 676725divc13
python
63.7µs
7.92×
Reported
license unknown · source
submission 684392divc13
python
59.6µs
7.40×
Reported
license unknown · source
submission 688581divc13
python
57.5µs
7.15×
Reported
license unknown · source
submission 701527divc13
python
48.3µs
6.00×
Reported
license unknown · source
submission 710716divc13
python
48.1µs
5.98×
Reported
license unknown · source
submission 739756divc13
python
37.2µs
4.63×
Reported
license unknown · source
submission 740330divc13
python
33.7µs
4.19×
Reported
license unknown · source
submission 744389divc13
python
33.1µs
4.11×
Reported
license unknown · source
submission 745692divc13
python
32.7µs
4.06×
Reported
license unknown · source
submission 746709divc13
python
31.9µs
3.96×
Reported
license unknown · source
submission 747749divc13
python
31.7µs
3.95×
Reported
license unknown · source
submission 619884ftyghome
python
64.0µs
7.95×
Reported
license unknown · source
submission 631390ftyghome
python
47.2µs
5.87×
Reported
license unknown · source
submission 698249ftyghome
python
40.4µs
5.03×
Reported
license unknown · source
submission 749134ftyghome
python
34.6µs
4.30×
Reported
license unknown · source
submission 754379ftyghome
python
32.5µs
4.03×
Reported
license unknown · source
submission 587729Danishlynx
python
56.4µs
7.01×
Reported
license unknown · source
submission 588139Danishlynx
python
56.0µs
6.95×
Reported
license unknown · source
submission 588791Danishlynx
python
44.6µs
5.54×
Reported
license unknown · source
submission 609348Danishlynx
python
41.7µs
5.19×
Reported
license unknown · source
submission 674519Danishlynx
python
34.9µs
4.34×
Reported
license unknown · source
submission 677890Danishlynx
python
34.9µs
4.33×
Reported
license unknown · source
submission 679268Danishlynx
python
33.9µs
4.22×
Reported
license unknown · source
submission 700499Danishlynx
python
32.7µs
4.07×
Reported
license unknown · source
submission 589553Ananda Sai A
python
142.2µs
17.68×
Reported
license unknown · source
submission 589795Ananda Sai A
python
101.3µs
12.59×
Reported
license unknown · source
submission 590137Ananda Sai A
python
99.1µs
12.32×
Reported
license unknown · source
submission 590337Ananda Sai A
python
93.3µs
11.59×
Reported
license unknown · source
submission 590960Ananda Sai A
python
91.0µs
11.31×
Reported
license unknown · source
submission 593148Ananda Sai A
python
85.9µs
10.68×
Reported
license unknown · source
submission 593653Ananda Sai A
python
73.2µs
9.10×
Reported
license unknown · source
submission 596474Ananda Sai A
python
60.7µs
7.55×
Reported
license unknown · source
submission 599694Ananda Sai A
python
58.3µs
7.25×
Reported
license unknown · source
submission 600081Ananda Sai A
python
37.7µs
4.68×
Reported
license unknown · source
submission 601703Ananda Sai A
python
33.0µs
4.10×
Reported
license unknown · source
submission 742458Ananda Sai A
python
32.5µs
4.04×
Reported
license unknown · source
submission 643908Maxwell Cipher
python
—
—
license unknown · source
submission 646958Maxwell Cipher
python
78.9µs
9.81×
Reported
license unknown · source
submission 660382Maxwell Cipher
python
73.5µs
9.14×
Reported
license unknown · source
submission 663004Maxwell Cipher
python
73.1µs
9.08×
Reported
license unknown · source
submission 673461Maxwell Cipher
python
55.6µs
6.91×
Reported
license unknown · source
submission 682562Maxwell Cipher
python
54.2µs
6.74×
Reported
license unknown · source
submission 700955Maxwell Cipher
python
53.9µs
6.69×
Reported
license unknown · source
submission 709239Maxwell Cipher
python
39.3µs
4.88×
Reported
license unknown · source
submission 709818Maxwell Cipher
python
34.6µs
4.30×
Reported
license unknown · source
submission 739084Maxwell Cipher
python
33.8µs
4.20×
Reported
license unknown · source
submission 689529augustus2024
python
59.8µs
7.43×
Reported
license unknown · source
submission 690201augustus2024
python
58.0µs
7.20×
Reported
license unknown · source
submission 691798augustus2024
python
44.1µs
5.48×
Reported
license unknown · source
submission 707711augustus2024
python
38.8µs
4.82×
Reported
license unknown · source
submission 714518augustus2024
python
38.2µs
4.75×
Reported
license unknown · source
submission 592885johnny.t.shi
python
82.5µs
10.25×
Reported
license unknown · source
submission 598454johnny.t.shi
python
57.1µs
7.10×
Reported
license unknown · source
submission 600564johnny.t.shi
python
55.0µs
6.84×
Reported
license unknown · source
submission 616673johnny.t.shi
python
53.1µs
6.60×
Reported
license unknown · source
submission 617326johnny.t.shi
python
49.0µs
6.09×
Reported
license unknown · source
submission 617651johnny.t.shi
python
48.8µs
6.07×
Reported
license unknown · source
submission 618575johnny.t.shi
python
47.9µs
5.96×
Reported
license unknown · source
submission 618890johnny.t.shi
python
46.2µs
5.74×
Reported
license unknown · source
submission 619946johnny.t.shi
python
37.7µs
4.68×
Reported
license unknown · source
submission 624723johnny.t.shi
python
35.9µs
4.47×
Reported
license unknown · source
submission 625424johnny.t.shi
python
34.9µs
4.34×
Reported
license unknown · source
submission 641982johnny.t.shi
python
34.5µs
4.28×
Reported
license unknown · source
submission 651367johnny.t.shi
python
34.1µs
4.23×
Reported
license unknown · source
submission 677054johnny.t.shi
python
33.2µs
4.13×
Reported
license unknown · source
submission 721303mars-compute
python
37.7µs
4.68×
Reported
license unknown · source
submission 737583mars-compute
python
33.7µs
4.18×
Reported
license unknown · source
submission 603814Nicky Pochinkov
python
34.7µs
4.31×
Reported
license unknown · source
submission 606366Nicky Pochinkov
python
33.5µs
4.16×
Reported
license unknown · source
submission 607363Nicky Pochinkov
python
33.4µs
4.15×
Reported
license unknown · source
submission 670118josusanmartin
python
25.9µs
3.22×
Reported
license unknown · no source
submission 753497guojun21
python
34.4µs
4.27×
Reported
license unknown · no source
submission 745713Brian Sun
python
34.5µs
4.28×
Reported
license unknown · no source
submission 642246willfisher
python
35.0µs
4.35×
Reported
license unknown · no source
submission 741398Brian Sun
python
35.5µs
4.41×
Reported
license unknown · no source
submission 682191.jonnss
python
36.1µs
4.49×
Reported
license unknown · no source
submission 730245guojun21
python
36.5µs
4.54×
Reported
license unknown · no source
submission 681647somethingobscurefordevstuff
python
36.9µs
4.59×
Reported
license unknown · no source
submission 703285div22
python
37.2µs
4.63×
Reported
license unknown · no source
submission 724035JIANG Jiaxin
python
37.3µs
4.64×
Reported
license unknown · no source
submission 722867Shellmia0
python
37.6µs
4.67×
Reported
license unknown · no source
submission 712641Borui Xu
python
37.7µs
4.69×
Reported
license unknown · no source
submission 629066somethingobscurefordevstuff
python
38.0µs
4.72×
Reported
license unknown · no source
submission 651181Yufeng98
python
38.1µs
4.74×
Reported
license unknown · no source
submission 673531Shellmia0
python
38.4µs
4.77×
Reported
license unknown · no source
submission 707750JIANG Jiaxin
python
38.8µs
4.82×
Reported
license unknown · no source
submission 744400Leon
python
39.0µs
4.85×
Reported
license unknown · no source
submission 623323somethingobscurefordevstuff
python
39.5µs
4.91×
Reported
license unknown · no source
submission 663302Hamza
python
40.7µs
5.06×
Reported
license unknown · no source
submission 698024shaw061434
python
41.4µs
5.14×
Reported
license unknown · no source
submission 660085HorizonLiang
python
41.4µs
5.15×
Reported
license unknown · no source
submission 670329npip99
python
41.9µs
5.21×
Reported
license unknown · no source
submission 665022noobmaster69_og
python
42.3µs
5.25×
Reported
license unknown · no source
submission 612673josusanmartin
python
43.5µs
5.41×
Reported
license unknown · no source
submission 701880PromptForcePrime
python
43.8µs
5.44×
Reported
license unknown · no source
submission 700525JIANG Jiaxin
python
44.1µs
5.48×
Reported
license unknown · no source
submission 650155Yufeng98
python
44.4µs
5.52×
Reported
license unknown · no source
submission 720417olezhka_007
python
45.0µs
5.60×
Reported
license unknown · no source
submission 727240divc13
python
45.2µs
5.62×
Reported
license unknown · no source
submission 590362mega-dmitriy
python
47.5µs
5.91×
Reported
license unknown · no source
submission 726580divc13
python
48.5µs
6.03×
Reported
license unknown · no source
submission 635142Bortlesboat
python
49.3µs
6.13×
Reported
license unknown · no source
submission 705680sean_nobricks
python
49.5µs
6.15×
Reported
license unknown · no source
submission 724809vuxml
python
50.8µs
6.31×
Reported
license unknown · no source
submission 644230olezhka_007
python
51.1µs
6.35×
Reported
license unknown · no source
submission 639155nataliakokoromyti
python
51.6µs
6.41×
Reported
license unknown · no source
submission 670119Shellmia0
python
52.0µs
6.46×
Reported
license unknown · no source
submission 687569Leon
python
52.2µs
6.49×
Reported
license unknown · no source
submission 664346kkosey
python
52.3µs
6.50×
Reported
license unknown · no source
submission 595932renguangwei4github
python
52.8µs
6.56×
Reported
license unknown · no source
submission 657497ooousay
python
53.7µs
6.68×
Reported
license unknown · no source
submission 694877sean_nobricks
python
54.5µs
6.77×
Reported
license unknown · no source
submission 690928LiangSu8899
python
55.2µs
6.86×
Reported
license unknown · no source
submission 621421nataliakokoromyti
python
55.3µs
6.88×
Reported
license unknown · no source
submission 736570Jayluci4
python
56.2µs
6.98×
Reported
license unknown · no source
submission 650521sepehresy
python
56.6µs
7.03×
Reported
license unknown · no source
submission 674333meddanii
python
56.7µs
7.05×
Reported
license unknown · no source
submission 653619cat5737
python
56.8µs
7.06×
Reported
license unknown · no source
submission 640765sepehresy
python
57.2µs
7.11×
Reported
license unknown · no source
submission 686534lgc0338
python
57.5µs
7.15×
Reported
license unknown · no source
submission 632999Sami
python
57.7µs
7.17×
Reported
license unknown · no source
submission 655981jiajia931
python
57.8µs
7.19×
Reported
license unknown · no source
submission 722419vuxml
python
58.7µs
7.30×
Reported
license unknown · no source
submission 667568npip99
python
58.7µs
7.30×
Reported
license unknown · no source
submission 626716Aniket Sadashiva
python
58.9µs
7.32×
Reported
license unknown · no source
submission 646961namebot855
python
59.0µs
7.33×
Reported
license unknown · no source
submission 653100bill_97933
python
59.1µs
7.35×
Reported
license unknown · no source
submission 707762internetrat
python
59.1µs
7.35×
Reported
license unknown · no source
submission 647847mocimex265
python
59.1µs
7.35×
Reported
license unknown · no source
submission 653973romepen788
python
59.2µs
7.35×
Reported
license unknown · no source
submission 679224rosehulman.
python
59.3µs
7.37×
Reported
license unknown · no source
submission 649499xoxos13179
python
59.5µs
7.39×
Reported
license unknown · no source
submission 615800Jayluci4
python
59.5µs
7.40×
Reported
license unknown · no source
submission 728094dorhuri123
python
59.7µs
7.42×
Reported
license unknown · no source
submission 620075Bortlesboat
python
59.8µs
7.43×
Reported
license unknown · no source
submission 611595noobmaster69_og
python
59.8µs
7.43×
Reported
license unknown · no source
submission 674037Zhenyu2Liang
python
59.9µs
7.45×
Reported
license unknown · no source
submission 652033cat5737
python
59.9µs
7.45×
Reported
license unknown · no source
submission 697306c2flowDS
python
59.9µs
7.45×
Reported
license unknown · no source
submission 605140Harpreet Singh
python
60.4µs
7.50×
Reported
license unknown · no source
submission 592135renguangwei4github
python
60.6µs
7.53×
Reported
license unknown · no source
submission 586079olezhka_007
python
60.8µs
7.55×
Reported
license unknown · no source
submission 675625xoraray575
python
61.0µs
7.59×
Reported
license unknown · no source
submission 638102namebot855
python
61.4µs
7.63×
Reported
license unknown · no source
submission 695977liang
python
62.3µs
7.74×
Reported
license unknown · no source
submission 638002jotod92140
python
62.3µs
7.75×
Reported
license unknown · no source
submission 694789DiegoCao
python
63.3µs
7.87×
Reported
license unknown · source
submission 627757Brian Sun
python
63.6µs
7.90×
Reported
license unknown · no source
submission 646222sizezheng_94252
python
64.0µs
7.95×
Reported
license unknown · source
submission 591556Zhenyu2Liang
python
64.0µs
7.95×
Reported
license unknown · no source
submission 589191Aniket Sadashiva
python
64.2µs
7.98×
Reported
license unknown · no source
submission 738941CaptnJackSparrow
python
64.2µs
7.98×
Reported
license unknown · no source
submission 588120rikashi
python
64.3µs
7.99×
Reported
license unknown · no source
submission 606593meddanii
python
64.3µs
8.00×
Reported
license unknown · no source
submission 653808lonk
python
64.4µs
8.01×
Reported
license unknown · source
submission 637862xoraray575
python
64.5µs
8.02×
Reported
license unknown · no source
submission 601415samxuality
python
64.9µs
8.06×
Reported
license unknown · source
submission 628835ooousay
python
64.9µs
8.07×
Reported
license unknown · no source
submission 667881migratesky
python
65.0µs
8.07×
Reported
license unknown · source
submission 715009Lemonade
python
65.1µs
8.09×
Reported
license unknown · source
submission 737204Kernel-Zhang
python
65.2µs
8.10×
Reported
license unknown · source
submission 740084momiji_inb
python
65.2µs
8.10×
Reported
license unknown · no source
submission 599697farhan-navas
python
65.4µs
8.12×
Reported
license unknown · no source
submission 687615liang
python
65.4µs
8.13×
Reported
license unknown · no source
submission 676865DevSecSmith
python
65.8µs
8.18×
Reported
license unknown · source
submission 635436xoraray575
python
67.9µs
8.43×
Reported
license unknown · no source
submission 695691dark4scope
python
66.1µs
8.21×
Reported
license unknown · source
submission 684883liang
python
66.1µs
8.21×
Reported
license unknown · no source
submission 636604tangzhanshuo
python
66.3µs
8.23×
Reported
license unknown · no source
submission 693886DiegoCao
python
66.4µs
8.25×
Reported
license unknown · no source
submission 635849xoxos13179
python
66.6µs
8.28×
Reported
license unknown · no source
submission 748648wbh
python
67.6µs
8.40×
Reported
license unknown · source
submission 746944Navdeep Singh
python
67.8µs
8.43×
Reported
license unknown · no source
submission 647880bill_97933
python
67.9µs
8.44×
Reported
license unknown · no source
submission 655447SSS
python
67.9µs
8.44×
Reported
license unknown · no source
submission 598755HorizonLiang
python
68.2µs
8.47×
Reported
license unknown · no source
submission 746932makora-generate
python
68.3µs
8.48×
Reported
license unknown · source
submission 635372LiangSu8899
python
68.3µs
8.48×
Reported
license unknown · no source
submission 589468_radna
python
68.3µs
8.49×
Reported
license unknown · source
submission 745757pawelniegowski-a2
python
68.3µs
8.49×
Reported
license unknown · source
submission 753997colorswind
python
68.7µs
8.54×
Reported
license unknown · no source
submission 637888shaw061434
python
68.9µs
8.56×
Reported
license unknown · no source
submission 651133div22
python
68.9µs
8.56×
Reported
license unknown · no source
submission 618378nataliakokoromyti
python
69.0µs
8.57×
Reported
license unknown · no source
submission 652449rosehulman.
python
69.2µs
8.60×
Reported
license unknown · no source
submission 634773bill_97933
python
69.2µs
8.60×
Reported
license unknown · no source
submission 747564Chivier
python
69.5µs
8.64×
Reported
license unknown · source
submission 664856Infatoshi
python
69.7µs
8.66×
Reported
license unknown · source
submission 588326manderson240
python
69.7µs
8.67×
Reported
license unknown · source
submission 635169tangzhanshuo
python
69.9µs
8.68×
Reported
license unknown · no source
submission 634876LiangSu8899
python
69.9µs
8.69×
Reported
license unknown · no source
submission 585886samxuality
python
70.1µs
8.72×
Reported
license unknown · no source
submission 693793zwang86
python
70.2µs
8.72×
Reported
license unknown · source
submission 647098Hamza
python
70.3µs
8.73×
Reported
license unknown · no source
submission 694947dark4scope
python
70.3µs
8.74×
Reported
license unknown · no source
submission 646717zaiji100
python
70.4µs
8.75×
Reported
license unknown · source
submission 624003dannywillowliu-uchi
python
70.5µs
8.76×
Reported
license unknown · source
submission 707937xxman_
python
70.5µs
8.76×
Reported
license unknown · no source
submission 684891lgc0338
python
70.6µs
8.78×
Reported
license unknown · no source
submission 587665rikashi
python
70.7µs
8.78×
Reported
license unknown · no source
submission 736589chenxingqiang
python
70.8µs
8.81×
Reported
license unknown · no source
submission 696851Kernel-Zhang
python
71.0µs
8.82×
Reported
license unknown · no source
submission 629332NHDBL
python
71.2µs
8.85×
Reported
license unknown · source
submission 638408kkosey
python
71.4µs
8.87×
Reported
license unknown · no source
submission 689341dorhuri123
python
71.4µs
8.88×
Reported
license unknown · no source
submission 636263kkosey
python
71.5µs
8.89×
Reported
license unknown · no source
submission 634871mocimex265
python
71.5µs
8.89×
Reported
license unknown · no source
submission 668443AlexNebula
python
71.7µs
8.91×
Reported
license unknown · source
submission 613369lonk
python
71.9µs
8.94×
Reported
license unknown · no source
submission 667705AlexNebula
python
72.0µs
8.95×
Reported
license unknown · no source
submission 634704xoxos13179
python
72.1µs
8.96×
Reported
license unknown · no source
submission 622782dannywillowliu-uchi
python
72.4µs
9.00×
Reported
license unknown · no source
submission 627555NHDBL
python
72.5µs
9.00×
Reported
license unknown · no source
submission 649394fidel-makatia
python
72.5µs
9.01×
Reported
license unknown · source
submission 716406janice.jiayao
python
72.6µs
9.03×
Reported
license unknown · source
submission 722089ihansel
python
72.7µs
9.03×
Reported
license unknown · source
submission 620830zaiji100
python
72.8µs
9.05×
Reported
license unknown · no source
submission 708330chu yifan
python
72.9µs
9.05×
Reported
license unknown · source
submission 753754oldzhu
python
73.0µs
9.07×
Reported
license unknown · source
submission 620504zaiji100
python
73.2µs
9.10×
Reported
license unknown · no source
submission 597402farhan-navas
python
73.3µs
9.11×
Reported
license unknown · no source
submission 663042.jonnss
python
73.4µs
9.12×
Reported
license unknown · no source
submission 658894bhagawan-yantrion
python
73.5µs
9.13×
Reported
license unknown · source
submission 587227migratesky
python
73.6µs
9.14×
Reported
license unknown · no source
submission 749717ykaitao
python
73.7µs
9.15×
Reported
license unknown · source
submission 674864yanchaomei
python
73.7µs
9.16×
Reported
license unknown · source
submission 672093yanchaomei
python
73.7µs
9.16×
Reported
license unknown · no source
submission 663325Shuyang Xie
python
74.0µs
9.20×
Reported
license unknown · source
submission 616098KingOfZhao
python
74.1µs
9.21×
Reported
license unknown · source
submission 656193谢书骁
python
74.1µs
9.21×
Reported
license unknown · source
submission 705985chu yifan
python
74.2µs
9.22×
Reported
license unknown · no source
submission 703780Navid Khazaee
python
74.2µs
9.22×
Reported
license unknown · source
submission 704477ykaitao
python
74.3µs
9.23×
Reported
license unknown · no source
submission 666334pawan2411
python
74.5µs
9.26×
Reported
license unknown · source
submission 593274bhagawan-yantrion
python
74.5µs
9.26×
Reported
license unknown · no source
submission 707771ihansel
python
74.5µs
9.26×
Reported
license unknown · no source
submission 587971Aniket Sadashiva
python
74.6µs
9.27×
Reported
license unknown · no source
submission 720045_yashm
python
74.6µs
9.27×
Reported
license unknown · source
submission 747474rajeev9
python
75.0µs
9.33×
Reported
license unknown · source
submission 693342nitizkhanal
python
75.4µs
9.37×
Reported
license unknown · source
submission 604737Harpreet Singh
python
75.4µs
9.38×
Reported
license unknown · no source
submission 678346oldzhu
python
75.5µs
9.38×
Reported
license unknown · no source
submission 738884Behzod12312121
python
75.6µs
9.40×
Reported
license unknown · source
submission 608517Amanpreet Singh
python
75.9µs
9.43×
Reported
license unknown · source
submission 725705CaptnJackSparrow
python
75.9µs
9.43×
Reported
license unknown · no source
submission 655216Jianian-Xu
python
76.0µs
9.45×
Reported
license unknown · no source
submission 688260Chivier
python
76.0µs
9.45×
Reported
license unknown · no source
submission 733678Behzod12312121
python
76.1µs
9.45×
Reported
license unknown · no source
submission 647923Jianian-Xu
python
76.1µs
9.45×
Reported
license unknown · no source
submission 694579c2flowDS
python
76.1µs
9.46×
Reported
license unknown · no source
submission 666776yanchaomei
python
76.4µs
9.50×
Reported
license unknown · no source
submission 666126yanchaomei
python
76.4µs
9.50×
Reported
license unknown · no source
submission 602848Jayluci4
python
76.5µs
9.51×
Reported
license unknown · no source
submission 709481rajeev9
python
76.6µs
9.53×
Reported
license unknown · no source
submission 587768theo3579
python
77.1µs
9.58×
Reported
license unknown · source
submission 692578Navid Khazaee
python
77.6µs
9.64×
Reported
license unknown · no source
submission 691466nkh5845
python
77.6µs
9.64×
Reported
license unknown · source
submission 627331inference_and_chill
python
77.7µs
9.66×
Reported
license unknown · no source
submission 590650renguangwei4github
python
78.0µs
9.69×
Reported
license unknown · no source
submission 704019rajeev9
python
78.9µs
9.80×
Reported
license unknown · no source
submission 713817Behzod12312121
python
79.1µs
9.83×
Reported
license unknown · no source
submission 644868fidel-makatia
python
79.1µs
9.83×
Reported
license unknown · no source
submission 707201ihansel
python
79.6µs
9.90×
Reported
license unknown · no source
submission 703853janice.jiayao
python
80.0µs
9.94×
Reported
license unknown · no source
submission 655279jiajia931
python
80.3µs
9.98×
Reported
license unknown · no source
submission 650700kosox97741
python
80.4µs
10.00×
Reported
license unknown · source
submission 621166dannywillowliu-uchi
python
80.9µs
10.06×
Reported
license unknown · no source
submission 672454dark4scope
python
81.0µs
10.06×
Reported
license unknown · no source
submission 620867dannywillowliu-uchi
python
81.1µs
10.08×
Reported
license unknown · no source
submission 754413jkman2013
python
82.8µs
10.29×
Reported
license unknown · source
submission 694385Kernel-Zhang
python
82.9µs
10.31×
Reported
license unknown · no source
submission 628280Sami
python
83.0µs
10.31×
Reported
license unknown · no source
submission 690509GWinfinity
python
83.5µs
10.38×
Reported
license unknown · source
submission 690416allan_g4073
python
83.8µs
10.41×
Reported
license unknown · source
submission 681593PromptForcePrime
python
84.1µs
10.46×
Reported
license unknown · no source
submission 683322vuxml
python
85.1µs
10.58×
Reported
license unknown · no source
submission 625902brandonin
python
86.7µs
10.78×
Reported
license unknown · source
submission 625445brandonin
python
88.6µs
11.01×
Reported
license unknown · no source
submission 587889bhagawan-yantrion
python
88.9µs
11.04×
Reported
license unknown · no source
submission 645827sizezheng_94252
python
89.1µs
11.07×
Reported
license unknown · no source
submission 614123anairdrop
python
89.4µs
11.11×
Reported
license unknown · source
submission 591322rosehulman.
python
89.5µs
11.12×
Reported
license unknown · no source
submission 593531farhan-navas
python
89.7µs
11.15×
Reported
license unknown · no source
submission 699416Eleven Liu
python
90.4µs
11.23×
Reported
license unknown · source
submission 701405chu yifan
python
90.6µs
11.26×
Reported
license unknown · no source
submission 722487Lewen-Cai
python
90.7µs
11.27×
Reported
license unknown · source
submission 696095thanhnx12
python
91.3µs
11.34×
Reported
license unknown · source
submission 706216guangxiangdebizi
python
91.4µs
11.37×
Reported
license unknown · source
submission 730443momiji_inb
python
91.6µs
11.39×
Reported
license unknown · no source
submission 709506xiaoxiaohehe001
python
91.7µs
11.40×
Reported
license unknown · source
submission 751798jkman2013
python
91.8µs
11.40×
Reported
license unknown · no source
submission 698446janice.jiayao
python
91.9µs
11.42×
Reported
license unknown · no source
submission 645776phoenixdna
python
92.3µs
11.47×
Reported
license unknown · source
submission 613097brandonin
python
92.3µs
11.48×
Reported
license unknown · no source
submission 750735jkman2013
python
92.8µs
11.53×
Reported
license unknown · no source
submission 673989darkness098600
python
93.0µs
11.56×
Reported
license unknown · source
submission 646706Jianian-Xu
python
93.0µs
11.56×
Reported
license unknown · no source
submission 668791oldzhu
python
93.1µs
11.58×
Reported
license unknown · no source
submission 705742Xuan Thanh Nguyen
python
93.2µs
11.59×
Reported
license unknown · source
submission 665842AlexNebula
python
93.2µs
11.59×
Reported
license unknown · no source
submission 754008fanwenjie
python
93.3µs
11.59×
Reported
license unknown · source
submission 727032anAirdrop
python
93.3µs
11.60×
Reported
license unknown · source
submission 607343brandonin
python
93.4µs
11.60×
Reported
license unknown · no source
submission 639194sikuan
python
93.5µs
11.62×
Reported
license unknown · source
submission 695942Renjie-gif
python
93.8µs
11.66×
Reported
license unknown · source
submission 626961NHDBL
python
93.9µs
11.67×
Reported
license unknown · no source
submission 674677rujutafujuta
python
94.0µs
11.68×
Reported
license unknown · source
submission 612273Bortlesboat
python
94.3µs
11.71×
Reported
license unknown · no source
submission 664917darkness098600
python
94.4µs
11.73×
Reported
license unknown · no source
submission 666534rujutafujuta
python
94.4µs
11.73×
Reported
license unknown · no source
submission 693489DiegoCao
python
94.5µs
11.74×
Reported
license unknown · no source
submission 732943chenxingqiang
python
94.6µs
11.76×
Reported
license unknown · no source
submission 617362pradeep03071
python
94.7µs
11.77×
Reported
license unknown · source
submission 709456Lemonade
python
94.7µs
11.77×
Reported
license unknown · no source
submission 663807darkness098600
python
94.9µs
11.79×
Reported
license unknown · no source
submission 625021inference_and_chill
python
94.9µs
11.79×
Reported
license unknown · no source
submission 741316pawelniegowski-a2
python
95.1µs
11.81×
Reported
license unknown · no source
submission 606155abhicloudstalk13
python
96.6µs
12.00×
Reported
license unknown · source
submission 672263jiulvke
python
96.8µs
12.03×
Reported
license unknown · source
submission 695464sunfj
python
97.8µs
12.16×
Reported
license unknown · source
submission 702030internetrat
python
98.2µs
12.21×
Reported
license unknown · no source
submission 663193SomersBuchannan
python
100.7µs
12.51×
Reported
license unknown · source
submission 648157fisherHe
python
102.1µs
12.69×
Reported
license unknown · source
submission 719655RexHuang
python
102.2µs
12.70×
Reported
license unknown · source
submission 683530DiegoCao
python
102.2µs
12.70×
Reported
license unknown · no source
submission 678104Puppet
python
102.3µs
12.72×
Reported
license unknown · source
submission 631534wzk2239115
python
103.3µs
12.84×
Reported
license unknown · source
submission 671720jiulvke
python
103.3µs
12.84×
Reported
license unknown · no source
submission 646224Kid A
python
103.8µs
12.90×
Reported
license unknown · source
submission 721828Lewen-Cai
python
104.9µs
13.03×
Reported
license unknown · no source
submission 687503honyche123
python
105.4µs
13.10×
Reported
license unknown · source
submission 692825nitizkhanal
python
106.5µs
13.24×
Reported
license unknown · no source
submission 637165honyche123
python
106.5µs
13.24×
Reported
license unknown · no source
submission 634642Akash Adsare
python
107.6µs
13.37×
Reported
license unknown · source
submission 587387garrick99
python
108.4µs
13.47×
Reported
license unknown · source
submission 592802Infatoshi
python
116.0µs
14.42×
Reported
license unknown · no source
submission 716162Mohit Madan
python
110.8µs
13.77×
Reported
license unknown · source
submission 727033zymla09
python
111.8µs
13.90×
Reported
license unknown · source
submission 738645gxtzhuxi
python
112.5µs
13.99×
Reported
license unknown · source
submission 625818chineseman
python
112.9µs
14.03×
Reported
license unknown · source
submission 616845chineseman
python
114.7µs
14.26×
Reported
license unknown · no source
submission 754939Shubham Kumar
python
115.4µs
14.35×
Reported
license unknown · source
submission 605180Amanpreet Singh
python
116.7µs
14.51×
Reported
license unknown · no source
submission 594826aosudh
python
117.5µs
14.60×
Reported
license unknown · source
submission 675094gandan09
python
117.6µs
14.62×
Reported
license unknown · source
submission 621506s1mple0607
python
118.0µs
14.66×
Reported
license unknown · source
submission 725869Zaber
python
118.2µs
14.69×
Reported
license unknown · no source
submission 623943Akash Adsare
python
118.4µs
14.72×
Reported
license unknown · no source
submission 592526Infatoshi
python
119.5µs
14.85×
Reported
license unknown · no source
submission 585731Harsh Gupta
python
120.3µs
14.95×
Reported
license unknown · source
submission 748147s.k.9151
python
121.2µs
15.06×
Reported
license unknown · source
submission 587000garrick99
python
121.6µs
15.11×
Reported
license unknown · no source
submission 613794chineseman
python
122.1µs
15.18×
Reported
license unknown · no source
submission 661453Henry.Shi
python
122.6µs
15.23×
Reported
license unknown · source
submission 695854Leandro Timberini
python
124.8µs
15.51×
Reported
license unknown · source
submission 715494Mohit Madan
python
127.9µs
15.90×
Reported
license unknown · no source
submission 657837Henry.Shi
python
127.9µs
15.90×
Reported
license unknown · no source
submission 650286gandan09
python
129.7µs
16.12×
Reported
license unknown · no source
submission 623446Arkadip Maitra
python
130.2µs
16.18×
Reported
license unknown · source
submission 717900vnom.
python
130.3µs
16.19×
Reported
license unknown · source
submission 591161Navdeep Singh
python
131.1µs
16.29×
Reported
license unknown · no source
submission 587865Yufeng98
python
136.2µs
16.92×
Reported
license unknown · no source
submission 636088gandan09
python
136.6µs
16.98×
Reported
license unknown · no source
submission 595516roshanrateria
python
137.0µs
17.02×
Reported
license unknown · source
submission 603136lonk
python
137.2µs
17.05×
Reported
license unknown · no source
submission 628042rt11
python
137.7µs
17.12×
Reported
license unknown · no source
submission 676841vnom.
python
138.3µs
17.19×
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Semantics

Inputs and outputs
qbf16 [total_q, num_heads, qk_head_dim]
kv_bufferbf16 [total_kv, num_kv_heads, qk_head_dim]
qo_indptrint32 [indptr_len]
kv_indptrint32 [indptr_len]
outputbf16 [total_q, num_heads, v_head_dim]
Axes and behavior
seedvariable
qseqlenvariable
total_qtotal_q = batchsize * qseqlen
kvseqlenvariable
total_kvtotal_kv = batchsize * kvseqlen
batchsizevariable
num_headsconstant = 16
indptr_lenindptr_len = batchsize + 1
v_head_dimconstant = 512
qk_head_dimqk_head_dim = kv_lora_rank + qk_rope_head_dim
kv_lora_rankconstant = 512
num_kv_headsconstant = 1
qk_rope_head_dimconstant = 64
determinismunspecified
constraintsNo mutation or aliasing
Identity
aliasamd mixed-precision mla decodealiasamd-mixed-mlamodeldeepseek-r1sha256ccc454d8b581…
Sources: GPU MODE KernelBot (2026-04-07) · June 9 Researcher Reciprocity License v1.0last observed 2026-04-07How records are decidedJSON