Skip to content
KernelIndex
Search⌘K
Sign in

AMD MXFP4 MoE

600 eligible runs
moe

DeepSeek-R1 style MXFP4 fused MoE layer for MI355X: dynamic per-1x32 MXFP4 quantization of bf16 activations, fused gate+up a4w4 GEMM with SwiGLU, down-projection a4w4 GEMM, and weighted reduction over top-k routed plus always-selected shared experts. Expert dims are padded to 256-alignment; pre-shuffled CK-layout weight/scale copies and a config dict accompany the tensors listed here.

Fastest reported
69.9µsgeomean
submission 745202Danishlynx · License unknown · python

Reported evidence · last observed 2026-04-06. 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 7 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 745202Danishlynx
69.9µs
1.00×
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 →
2
submission 714495Danishlynx
70.5µs
1.01×
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 →
3
submission 749286Hamza
70.6µs
1.01×
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 →
4
submission 754731.jonnss
76.7µs
1.10×
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 →
5
submission 744553lgc0338
78.2µs
1.12×
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 →
6
submission 743969lgc0338
81.6µs
1.17×
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 →
7
submission 755012flower2123
104.5µs
1.49×
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 →
8
submission 754940guojun21
104.6µs
1.50×
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 →
9
submission 754739guojun21
107.1µs
1.53×
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 →
10
submission 754914bigmodel_wuzhigang
107.3µs
1.54×
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 →
11
submission 674077Maxwell Cipher
107.3µs
1.54×
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 →
12
submission 754922Leon
108.1µs
1.55×
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 →
13
submission 754534shaw061434
108.2µs
1.55×
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 →
14
submission 750481shaw061434
108.4µs
1.55×
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 →
15
submission 754526Leon
108.4µs
1.55×
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 →
16
submission 754773flower2123
108.7µs
1.56×
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 →
17
submission 754347guojun21
108.9µs
1.56×
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 →
18
submission 754981NinoHeather
109.3µs
1.56×
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 →
19
submission 754085Leon
109.5µs
1.57×
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 612426Ananda Sai A
109.8µs
1.57×
Reported · license unknown · source
2026-03-23stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
21
submission 754170guojun21
111.4µs
1.59×
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 →
22
submission 730602lgc0338
111.6µs
1.60×
Reported · license unknown · source
2026-04-05stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
23
submission 753670johnny.t.shi
111.8µs
1.60×
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 715350shaw061434
112.1µs
1.60×
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 →
25
submission 714877shaw061434
113.2µs
1.62×
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 →
26
submission 676752johnny.t.shi
113.2µs
1.62×
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 →
27
submission 625705johnny.t.shi
113.5µs
1.62×
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 →
28
submission 728974lgc0338
113.6µs
1.62×
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 →
29
submission 712180shaw061434
113.7µs
1.63×
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 →
30
submission 624419johnny.t.shi
113.8µs
1.63×
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 →
31
submission 543893John Hahn
114.6µs
1.64×
Reported · license unknown · source
2026-03-13stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
32
submission 600310johnny.t.shi
115.1µs
1.65×
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 →
33
submission 543522John Hahn
115.9µs
1.66×
Reported · license unknown · source
2026-03-13stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
34
submission 673796Maxwell Cipher
118.2µs
1.69×
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 →
35
submission 589916Danishlynx
118.2µs
1.69×
Reported · license unknown · source
2026-03-19stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
36
submission 754241rosehulman.
119.9µs
1.72×
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 →
37
submission 753984guojun21
120.3µs
1.72×
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 750364rosehulman.
120.5µs
1.72×
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 →
39
submission 670884Maxwell Cipher
120.5µs
1.72×
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 →
40
submission 707949josusanmartin
120.7µs
1.73×
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 →
41
submission 611955Ananda Sai A
120.9µs
1.73×
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 →
42
submission 746413rosehulman.
121.2µs
1.73×
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 →
43
submission 611635Ananda Sai A
121.3µs
1.73×
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 754350NinoHeather
121.5µs
1.74×
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 →
45
submission 643890Maxwell Cipher
121.6µs
1.74×
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 →
46
submission 643447Maxwell Cipher
122.0µs
1.74×
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 →
47
submission 754624Aniket Sadashiva
122.1µs
1.75×
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 →
48
submission 732358guojun21
122.3µs
1.75×
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 →
49
submission 611369Ananda Sai A
122.8µs
1.76×
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 →
50
submission 682060Aniket Sadashiva
122.9µs
1.76×
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 →
51
submission 754548champagnepapi
123.0µs
1.76×
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 →
52
submission 605993Ananda Sai A
123.0µs
1.76×
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 →
53
submission 753928bigmodel_wuzhigang
123.5µs
1.77×
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 →
54
submission 681568ooousay
123.7µs
1.77×
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 →
55
submission 724956Barry_zhang
123.8µs
1.77×
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 →
56
submission 602624Ananda Sai A
124.0µs
1.77×
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 →
57
submission 745058rosehulman.
124.5µs
1.78×
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 →
58
submission 586370Ananda Sai A
124.7µs
1.78×
Reported · license unknown · source
2026-03-18stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
59
submission 598451ooousay
124.8µs
1.78×
Reported · license unknown · source
2026-03-20stale

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

source mirroredlicense unknownno install recipeView source →Run detail →
60
submission 582964Ananda Sai A
124.8µs
1.79×
Reported · license unknown · source
2026-03-18stale

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 745202Danishlynx
python
69.9µs
1.00×
Reported
license unknown · source
submission 749286Hamza
python
70.6µs
1.01×
Reported
license unknown · source
submission 754731.jonnss
python
76.7µs
1.10×
Reported
license unknown · source
submission 744553lgc0338
python
78.2µs
1.12×
Reported
license unknown · source
submission 755012flower2123
python
104.5µs
1.49×
Reported
license unknown · source
submission 754940guojun21
python
104.6µs
1.50×
Reported
license unknown · source
submission 754914bigmodel_wuzhigang
python
107.3µs
1.54×
Reported
license unknown · source
submission 674077Maxwell Cipher
python
107.3µs
1.54×
Reported
license unknown · source
Show all 782 implementations ›
submission 754922Leon
python
108.1µs
1.55×
Reported
license unknown · source
submission 754534shaw061434
python
108.2µs
1.55×
Reported
license unknown · source
submission 754981NinoHeather
python
109.3µs
1.56×
Reported
license unknown · source
submission 612426Ananda Sai A
python
109.8µs
1.57×
Reported
license unknown · source
submission 753670johnny.t.shi
python
111.8µs
1.60×
Reported
license unknown · source
submission 543893John Hahn
python
114.6µs
1.64×
Reported
license unknown · source
submission 754241rosehulman.
python
119.9µs
1.72×
Reported
license unknown · source
submission 707949josusanmartin
python
120.7µs
1.73×
Reported
license unknown · source
submission 754624Aniket Sadashiva
python
122.1µs
1.75×
Reported
license unknown · source
submission 754548champagnepapi
python
123.0µs
1.76×
Reported
license unknown · source
submission 681568ooousay
python
123.7µs
1.77×
Reported
license unknown · source
submission 724956Barry_zhang
python
123.8µs
1.77×
Reported
license unknown · source
submission 683903somethingobscurefordevstuff
python
125.0µs
1.79×
Reported
license unknown · source
submission 754572ftyghome
python
127.8µs
1.83×
Reported
license unknown · source
submission 733319Sami
python
129.5µs
1.85×
Reported
license unknown · source
submission 754196divc13
python
133.6µs
1.91×
Reported
license unknown · source
submission 754134zhuang000123
python
133.8µs
1.91×
Reported
license unknown · source
submission 754612zdqzeros
python
135.7µs
1.94×
Reported
license unknown · source
submission 647148HorizonLiang
python
136.4µs
1.95×
Reported
license unknown · source
submission 710356sepehresy
python
138.7µs
1.98×
Reported
license unknown · source
submission 689780mega-dmitriy
python
141.3µs
2.02×
Reported
license unknown · source
submission 606880Yufeng98
python
141.8µs
2.03×
Reported
license unknown · source
submission 733750bill_97933
python
142.7µs
2.04×
Reported
license unknown · source
submission 646565waynejing995
python
143.7µs
2.05×
Reported
license unknown · source
submission 716987anAirdrop
python
143.7µs
2.06×
Reported
license unknown · source
submission 703448div22
python
143.9µs
2.06×
Reported
license unknown · source
submission 723222aipha1140
python
144.1µs
2.06×
Reported
license unknown · source
submission 653418tangzhanshuo
python
144.2µs
2.06×
Reported
license unknown · source
submission 581053RyanWillie
python
144.3µs
2.06×
Reported
license unknown · source
submission 653130kosox97741
python
144.3µs
2.06×
Reported
license unknown · source
submission 564099oofbaroomf
python
144.4µs
2.07×
Reported
license unknown · source
submission 646901romepen788
python
145.8µs
2.09×
Reported
license unknown · source
submission 653953jotod92140
python
145.8µs
2.09×
Reported
license unknown · source
submission 747308nataliak.6165
python
146.0µs
2.09×
Reported
license unknown · source
submission 645189Harpreet Singh
python
147.4µs
2.11×
Reported
license unknown · source
submission 593539c3ko
python
147.5µs
2.11×
Reported
license unknown · source
submission 654246tanibe5390
python
147.5µs
2.11×
Reported
license unknown · source
submission 647297xoxos13179
python
147.9µs
2.11×
Reported
license unknown · source
submission 690751Nicky Pochinkov
python
147.9µs
2.12×
Reported
license unknown · source
submission 702538Bortlesboat
python
148.2µs
2.12×
Reported
license unknown · source
submission 587157migratesky
python
148.4µs
2.12×
Reported
license unknown · source
submission 721746rt11
python
148.6µs
2.12×
Reported
license unknown · source
submission 726492olezhka_007
python
148.8µs
2.13×
Reported
license unknown · source
submission 749778coderwhisper
python
149.5µs
2.14×
Reported
license unknown · source
submission 689727nataliakokoromyti
python
150.0µs
2.15×
Reported
license unknown · source
submission 567051samxuality
python
150.5µs
2.15×
Reported
license unknown · source
submission 515387Ryan Mathieu
python
151.0µs
2.16×
Reported
license unknown · source
submission 731681ykaitao
python
151.2µs
2.16×
Reported
license unknown · source
submission 524922sanjay_arvind
python
151.3µs
2.16×
Reported
license unknown · source
submission 533626ry2009
python
151.6µs
2.17×
Reported
license unknown · source
submission 745760PromptForcePrime
python
151.6µs
2.17×
Reported
license unknown · source
submission 746155rajeev9
python
151.6µs
2.17×
Reported
license unknown · source
submission 600236renguangwei4github
python
151.6µs
2.17×
Reported
license unknown · source
submission 754899Itay Etelis
python
151.8µs
2.17×
Reported
license unknown · source
submission 728592zainhaider5020
python
151.9µs
2.17×
Reported
license unknown · source
submission 726454jiajia931
python
151.9µs
2.17×
Reported
license unknown · source
submission 745403Lemonade
python
152.0µs
2.17×
Reported
license unknown · source
submission 755039sean_nobricks
python
152.2µs
2.18×
Reported
license unknown · source
submission 594412g_structure
python
152.7µs
2.18×
Reported
license unknown · source
submission 655162yzhou442
python
152.7µs
2.18×
Reported
license unknown · source
submission 603031kkosey
python
152.8µs
2.19×
Reported
license unknown · source
submission 626698francochengcc_30299
python
153.2µs
2.19×
Reported
license unknown · source
submission 693836zwang86
python
153.3µs
2.19×
Reported
license unknown · source
submission 659958yuzhou2
python
153.5µs
2.20×
Reported
license unknown · source
submission 566141manderson240
python
154.2µs
2.21×
Reported
license unknown · source
submission 655171fchange3413
python
155.0µs
2.22×
Reported
license unknown · source
submission 749999makora-generate
python
155.1µs
2.22×
Reported
license unknown · source
submission 572866n8_gr8_
python
155.1µs
2.22×
Reported
license unknown · source
submission 597664Andrew Choi
python
156.2µs
2.23×
Reported
license unknown · source
submission 588558uoedinburgh8089
python
156.2µs
2.23×
Reported
license unknown · source
submission 721128yanchaomei
python
160.6µs
2.30×
Reported
license unknown · source
submission 639082hawop16764
python
161.4µs
2.31×
Reported
license unknown · source
submission 638555cat5737
python
162.0µs
2.32×
Reported
license unknown · source
submission 754180Kernel-Zhang
python
162.2µs
2.32×
Reported
license unknown · source
submission 638848xoraray575
python
162.7µs
2.33×
Reported
license unknown · source
submission 754306mars-compute
python
165.6µs
2.37×
Reported
license unknown · source
submission 702057LiangSu8899
python
166.5µs
2.38×
Reported
license unknown · source
submission 662960yuzhou2_44760
python
166.7µs
2.38×
Reported
license unknown · source
submission 589522wsxhjnb1
python
167.2µs
2.39×
Reported
license unknown · source
submission 654867William Chen
python
167.7µs
2.40×
Reported
license unknown · source
submission 563112_radna
python
168.3µs
2.41×
Reported
license unknown · source
submission 708836ihansel
python
168.5µs
2.41×
Reported
license unknown · source
submission 619833zaiji100
python
168.5µs
2.41×
Reported
license unknown · source
submission 699911lonk
python
168.7µs
2.41×
Reported
license unknown · source
submission 602855noobmaster69_og
python
169.1µs
2.42×
Reported
license unknown · source
submission 516786parcadei
python
169.4µs
2.42×
Reported
license unknown · source
submission 707719internetrat
python
169.5µs
2.42×
Reported
license unknown · source
submission 558039Eurafat45
python
169.5µs
2.42×
Reported
license unknown · source
submission 688184AlexNebula
python
169.7µs
2.43×
Reported
license unknown · source
submission 716151momiji_inb
python
169.8µs
2.43×
Reported
license unknown · source
submission 714808vuxml
python
169.8µs
2.43×
Reported
license unknown · source
submission 694654DiegoCao
python
170.0µs
2.43×
Reported
license unknown · source
submission 518138Danishlynx
python
—
—
license unknown · source
submission 537658Danishlynx
python
—
—
license unknown · source
submission 562885Danishlynx
python
181.6µs
2.60×
Reported
license unknown · source
submission 563502Danishlynx
python
175.3µs
2.51×
Reported
license unknown · source
submission 565521Danishlynx
python
158.0µs
2.26×
Reported
license unknown · source
submission 565670Danishlynx
python
155.7µs
2.23×
Reported
license unknown · source
submission 565746Danishlynx
python
154.0µs
2.20×
Reported
license unknown · source
submission 566023Danishlynx
python
147.7µs
2.11×
Reported
license unknown · source
submission 566515Danishlynx
python
147.2µs
2.11×
Reported
license unknown · source
submission 569026Danishlynx
python
143.6µs
2.05×
Reported
license unknown · source
submission 588785Danishlynx
python
136.1µs
1.95×
Reported
license unknown · source
submission 589062Danishlynx
python
127.4µs
1.82×
Reported
license unknown · source
submission 589916Danishlynx
python
118.2µs
1.69×
Reported
license unknown · source
submission 714495Danishlynx
python
70.5µs
1.01×
Reported
license unknown · source
submission 625722Hamza
python
181.0µs
2.59×
Reported
license unknown · source
submission 630031Hamza
python
172.1µs
2.46×
Reported
license unknown · source
submission 632161Hamza
python
156.3µs
2.24×
Reported
license unknown · source
submission 634359Hamza
python
154.9µs
2.21×
Reported
license unknown · source
submission 643826Hamza
python
149.0µs
2.13×
Reported
license unknown · source
submission 658848Hamza
python
139.9µs
2.00×
Reported
license unknown · source
submission 661713Hamza
python
137.1µs
1.96×
Reported
license unknown · source
submission 664132Hamza
python
135.5µs
1.94×
Reported
license unknown · source
submission 670490Hamza
python
132.8µs
1.90×
Reported
license unknown · source
submission 678641Hamza
python
131.5µs
1.88×
Reported
license unknown · source
submission 682681Hamza
python
128.5µs
1.84×
Reported
license unknown · source
submission 704012Hamza
python
127.8µs
1.83×
Reported
license unknown · source
submission 595191.jonnss
python
184.1µs
2.63×
Reported
license unknown · source
submission 646374.jonnss
python
179.6µs
2.57×
Reported
license unknown · source
submission 692250.jonnss
python
179.0µs
2.56×
Reported
license unknown · source
submission 697388.jonnss
python
138.4µs
1.98×
Reported
license unknown · source
submission 699035.jonnss
python
133.7µs
1.91×
Reported
license unknown · source
submission 711471.jonnss
python
130.4µs
1.87×
Reported
license unknown · source
submission 715459.jonnss
python
127.8µs
1.83×
Reported
license unknown · source
submission 648658lgc0338
python
—
—
license unknown · source
submission 654068lgc0338
python
—
—
license unknown · source
submission 669381lgc0338
python
178.3µs
2.55×
Reported
license unknown · source
submission 671802lgc0338
python
173.8µs
2.49×
Reported
license unknown · source
submission 676583lgc0338
python
155.9µs
2.23×
Reported
license unknown · source
submission 685293lgc0338
python
155.9µs
2.23×
Reported
license unknown · source
submission 686072lgc0338
python
131.0µs
1.87×
Reported
license unknown · source
submission 686494lgc0338
python
127.8µs
1.83×
Reported
license unknown · source
submission 688635lgc0338
python
127.8µs
1.83×
Reported
license unknown · source
submission 709268lgc0338
python
127.5µs
1.82×
Reported
license unknown · source
submission 727750lgc0338
python
125.8µs
1.80×
Reported
license unknown · source
submission 728974lgc0338
python
113.6µs
1.62×
Reported
license unknown · source
submission 730602lgc0338
python
111.6µs
1.60×
Reported
license unknown · source
submission 743969lgc0338
python
81.6µs
1.17×
Reported
license unknown · source
submission 754384flower2123
python
125.4µs
1.79×
Reported
license unknown · source
submission 754773flower2123
python
108.7µs
1.56×
Reported
license unknown · source
submission 724521guojun21
python
171.4µs
2.45×
Reported
license unknown · source
submission 726427guojun21
python
125.0µs
1.79×
Reported
license unknown · source
submission 732358guojun21
python
122.3µs
1.75×
Reported
license unknown · source
submission 753984guojun21
python
120.3µs
1.72×
Reported
license unknown · source
submission 754170guojun21
python
111.4µs
1.59×
Reported
license unknown · source
submission 754347guojun21
python
108.9µs
1.56×
Reported
license unknown · source
submission 754739guojun21
python
107.1µs
1.53×
Reported
license unknown · source
submission 745875bigmodel_wuzhigang
python
—
—
license unknown · source
submission 746673bigmodel_wuzhigang
python
178.2µs
2.55×
Reported
license unknown · source
submission 751825bigmodel_wuzhigang
python
124.9µs
1.79×
Reported
license unknown · source
submission 753928bigmodel_wuzhigang
python
123.5µs
1.77×
Reported
license unknown · source
submission 640664Maxwell Cipher
python
127.0µs
1.82×
Reported
license unknown · source
submission 642119Maxwell Cipher
python
124.9µs
1.79×
Reported
license unknown · source
submission 643447Maxwell Cipher
python
122.0µs
1.74×
Reported
license unknown · source
submission 643890Maxwell Cipher
python
121.6µs
1.74×
Reported
license unknown · source
submission 670884Maxwell Cipher
python
120.5µs
1.72×
Reported
license unknown · source
submission 673796Maxwell Cipher
python
118.2µs
1.69×
Reported
license unknown · source
submission 644463Leon
python
178.1µs
2.55×
Reported
license unknown · source
submission 645838Leon
python
178.0µs
2.55×
Reported
license unknown · source
submission 681617Leon
python
161.6µs
2.31×
Reported
license unknown · source
submission 681882Leon
python
147.2µs
2.10×
Reported
license unknown · source
submission 683594Leon
python
145.8µs
2.09×
Reported
license unknown · source
submission 702299Leon
python
144.9µs
2.07×
Reported
license unknown · source
submission 754085Leon
python
109.5µs
1.57×
Reported
license unknown · source
submission 754526Leon
python
108.4µs
1.55×
Reported
license unknown · source
submission 647220shaw061434
python
185.1µs
2.65×
Reported
license unknown · source
submission 649696shaw061434
python
170.7µs
2.44×
Reported
license unknown · source
submission 651436shaw061434
python
156.3µs
2.23×
Reported
license unknown · source
submission 656144shaw061434
python
155.6µs
2.23×
Reported
license unknown · source
submission 662595shaw061434
python
155.4µs
2.22×
Reported
license unknown · source
submission 676297shaw061434
python
151.3µs
2.16×
Reported
license unknown · source
submission 685904shaw061434
python
147.7µs
2.11×
Reported
license unknown · source
submission 690901shaw061434
python
147.5µs
2.11×
Reported
license unknown · source
submission 701458shaw061434
python
146.6µs
2.10×
Reported
license unknown · source
submission 708070shaw061434
python
128.8µs
1.84×
Reported
license unknown · source
submission 712180shaw061434
python
113.7µs
1.63×
Reported
license unknown · source
submission 714877shaw061434
python
113.2µs
1.62×
Reported
license unknown · source
submission 715350shaw061434
python
112.1µs
1.60×
Reported
license unknown · source
submission 750481shaw061434
python
108.4µs
1.55×
Reported
license unknown · source
submission 679499NinoHeather
python
178.1µs
2.55×
Reported
license unknown · source
submission 683939NinoHeather
python
125.2µs
1.79×
Reported
license unknown · source
submission 754350NinoHeather
python
121.5µs
1.74×
Reported
license unknown · source
submission 567326Ananda Sai A
python
184.4µs
2.64×
Reported
license unknown · source
submission 582964Ananda Sai A
python
124.8µs
1.79×
Reported
license unknown · source
submission 586370Ananda Sai A
python
124.7µs
1.78×
Reported
license unknown · source
submission 602624Ananda Sai A
python
124.0µs
1.77×
Reported
license unknown · source
submission 605993Ananda Sai A
python
123.0µs
1.76×
Reported
license unknown · source
submission 611369Ananda Sai A
python
122.8µs
1.76×
Reported
license unknown · source
submission 611635Ananda Sai A
python
121.3µs
1.73×
Reported
license unknown · source
submission 611955Ananda Sai A
python
120.9µs
1.73×
Reported
license unknown · source
submission 592373johnny.t.shi
python
—
—
license unknown · source
submission 592660johnny.t.shi
python
179.6µs
2.57×
Reported
license unknown · source
submission 598572johnny.t.shi
python
125.7µs
1.80×
Reported
license unknown · source
submission 600310johnny.t.shi
python
115.1µs
1.65×
Reported
license unknown · source
submission 624419johnny.t.shi
python
113.8µs
1.63×
Reported
license unknown · source
submission 625705johnny.t.shi
python
113.5µs
1.62×
Reported
license unknown · source
submission 676752johnny.t.shi
python
113.2µs
1.62×
Reported
license unknown · source
submission 543522John Hahn
python
115.9µs
1.66×
Reported
license unknown · source
submission 564494rosehulman.
python
182.0µs
2.60×
Reported
license unknown · source
submission 662439rosehulman.
python
179.5µs
2.57×
Reported
license unknown · source
submission 665865rosehulman.
python
178.5µs
2.55×
Reported
license unknown · source
submission 669444rosehulman.
python
176.1µs
2.52×
Reported
license unknown · source
submission 671029rosehulman.
python
174.6µs
2.50×
Reported
license unknown · source
submission 690372rosehulman.
python
167.6µs
2.40×
Reported
license unknown · source
submission 691415rosehulman.
python
152.3µs
2.18×
Reported
license unknown · source
submission 694133rosehulman.
python
151.0µs
2.16×
Reported
license unknown · source
submission 694838rosehulman.
python
148.5µs
2.12×
Reported
license unknown · source
submission 695763rosehulman.
python
146.7µs
2.10×
Reported
license unknown · source
submission 698548rosehulman.
python
145.9µs
2.09×
Reported
license unknown · source
submission 745058rosehulman.
python
124.5µs
1.78×
Reported
license unknown · source
submission 746413rosehulman.
python
121.2µs
1.73×
Reported
license unknown · source
submission 750364rosehulman.
python
120.5µs
1.72×
Reported
license unknown · source
submission 519895josusanmartin
python
—
—
license unknown · source
submission 527260josusanmartin
python
154.0µs
2.20×
Reported
license unknown · source
submission 528303josusanmartin
python
152.4µs
2.18×
Reported
license unknown · source
submission 528351josusanmartin
python
150.8µs
2.16×
Reported
license unknown · source
submission 528485josusanmartin
python
150.6µs
2.15×
Reported
license unknown · source
submission 530820josusanmartin
python
149.6µs
2.14×
Reported
license unknown · source
submission 531025josusanmartin
python
149.4µs
2.14×
Reported
license unknown · source
submission 531191josusanmartin
python
148.1µs
2.12×
Reported
license unknown · source
submission 566630Aniket Sadashiva
python
—
—
license unknown · source
submission 566632Aniket Sadashiva
python
185.1µs
2.65×
Reported
license unknown · source
submission 567194Aniket Sadashiva
python
170.7µs
2.44×
Reported
license unknown · source
submission 567594Aniket Sadashiva
python
167.7µs
2.40×
Reported
license unknown · source
submission 572094Aniket Sadashiva
python
152.1µs
2.18×
Reported
license unknown · source
submission 573469Aniket Sadashiva
python
152.0µs
2.17×
Reported
license unknown · source
submission 589135Aniket Sadashiva
python
148.4µs
2.12×
Reported
license unknown · source
submission 599565Aniket Sadashiva
python
147.0µs
2.10×
Reported
license unknown · source
submission 600014Aniket Sadashiva
python
146.9µs
2.10×
Reported
license unknown · source
submission 601016Aniket Sadashiva
python
139.5µs
2.00×
Reported
license unknown · source
submission 611420Aniket Sadashiva
python
130.0µs
1.86×
Reported
license unknown · source
submission 612670Aniket Sadashiva
python
125.2µs
1.79×
Reported
license unknown · source
submission 628145Aniket Sadashiva
python
125.0µs
1.79×
Reported
license unknown · source
submission 682060Aniket Sadashiva
python
122.9µs
1.76×
Reported
license unknown · source
submission 717449champagnepapi
python
125.1µs
1.79×
Reported
license unknown · source
submission 513651ooousay
python
184.6µs
2.64×
Reported
license unknown · source
submission 513713ooousay
python
171.9µs
2.46×
Reported
license unknown · source
submission 513826ooousay
python
155.4µs
2.22×
Reported
license unknown · source
submission 518255ooousay
python
152.4µs
2.18×
Reported
license unknown · source
submission 523642ooousay
python
148.1µs
2.12×
Reported
license unknown · source
submission 567197ooousay
python
145.7µs
2.08×
Reported
license unknown · source
submission 568633ooousay
python
141.5µs
2.02×
Reported
license unknown · source
submission 572659ooousay
python
138.4µs
1.98×
Reported
license unknown · source
submission 573394ooousay
python
136.9µs
1.96×
Reported
license unknown · source
submission 574354ooousay
python
135.8µs
1.94×
Reported
license unknown · source
submission 574503ooousay
python
135.1µs
1.93×
Reported
license unknown · source
submission 574846ooousay
python
133.4µs
1.91×
Reported
license unknown · source
submission 576078ooousay
python
129.8µs
1.86×
Reported
license unknown · source
submission 598451ooousay
python
124.8µs
1.78×
Reported
license unknown · source
submission 569601Barry_zhang
python
178.1µs
2.55×
Reported
license unknown · source
submission 724112Barry_zhang
python
127.5µs
1.82×
Reported
license unknown · source
submission 681850somethingobscurefordevstuff
python
125.8µs
1.80×
Reported
license unknown · no source
submission 644416somethingobscurefordevstuff
python
129.4µs
1.85×
Reported
license unknown · no source
submission 748772ftyghome
python
133.7µs
1.91×
Reported
license unknown · no source
submission 748915zdqzeros
python
136.0µs
1.95×
Reported
license unknown · no source
submission 650972Sami
python
136.1µs
1.95×
Reported
license unknown · no source
submission 723479divc13
python
136.5µs
1.95×
Reported
license unknown · no source
submission 742658zhuang000123
python
138.2µs
1.98×
Reported
license unknown · no source
submission 601066josusanmartin
python
138.3µs
1.98×
Reported
license unknown · no source
submission 720139divc13
python
141.7µs
2.03×
Reported
license unknown · no source
submission 733273zhuang000123
python
141.9µs
2.03×
Reported
license unknown · no source
submission 729949zhuang000123
python
142.6µs
2.04×
Reported
license unknown · no source
submission 578008RyanWillie
python
144.6µs
2.07×
Reported
license unknown · no source
submission 642383Sami
python
146.3µs
2.09×
Reported
license unknown · no source
submission 746849nataliak.6165
python
146.6µs
2.10×
Reported
license unknown · no source
submission 517494mega-dmitriy
python
146.8µs
2.10×
Reported
license unknown · no source
submission 645156bill_97933
python
147.3µs
2.11×
Reported
license unknown · no source
submission 664956sepehresy
python
147.3µs
2.11×
Reported
license unknown · no source
submission 532109josusanmartin
python
147.3µs
2.11×
Reported
license unknown · no source
submission 639145jotod92140
python
147.4µs
2.11×
Reported
license unknown · no source
submission 744670nataliak.6165
python
148.1µs
2.12×
Reported
license unknown · no source
submission 607696HorizonLiang
python
148.4µs
2.12×
Reported
license unknown · no source
submission 588196c3ko
python
148.6µs
2.13×
Reported
license unknown · no source
submission 636549bill_97933
python
149.4µs
2.14×
Reported
license unknown · no source
submission 638611waynejing995
python
149.5µs
2.14×
Reported
license unknown · no source
submission 523874Yufeng98
python
149.5µs
2.14×
Reported
license unknown · no source
submission 577555RyanWillie
python
150.8µs
2.16×
Reported
license unknown · no source
submission 622178Bortlesboat
python
150.9µs
2.16×
Reported
license unknown · no source
submission 675693Nicky Pochinkov
python
151.1µs
2.16×
Reported
license unknown · no source
submission 658271olezhka_007
python
151.8µs
2.17×
Reported
license unknown · no source
submission 614318Nicky Pochinkov
python
151.8µs
2.17×
Reported
license unknown · no source
submission 588431renguangwei4github
python
152.1µs
2.18×
Reported
license unknown · no source
submission 675671rt11
python
152.3µs
2.18×
Reported
license unknown · no source
submission 605658HorizonLiang
python
152.3µs
2.18×
Reported
license unknown · no source
submission 745269PromptForcePrime
python
152.4µs
2.18×
Reported
license unknown · no source
submission 727978zainhaider5020
python
152.6µs
2.18×
Reported
license unknown · no source
submission 553932samxuality
python
152.7µs
2.18×
Reported
license unknown · no source
submission 739319PromptForcePrime
python
152.9µs
2.19×
Reported
license unknown · no source
submission 722900Lemonade
python
153.0µs
2.19×
Reported
license unknown · no source
submission 520159Yufeng98
python
153.1µs
2.19×
Reported
license unknown · no source
submission 531551ry2009
python
153.1µs
2.19×
Reported
license unknown · no source
submission 575834RyanWillie
python
153.3µs
2.19×
Reported
license unknown · no source
submission 581724c3ko
python
153.3µs
2.19×
Reported
license unknown · no source
submission 573428olezhka_007
python
153.3µs
2.19×
Reported
license unknown · no source
submission 739524sean_nobricks
python
153.4µs
2.19×
Reported
license unknown · no source
submission 720901Lemonade
python
153.8µs
2.20×
Reported
license unknown · no source
submission 541438oofbaroomf
python
153.8µs
2.20×
Reported
license unknown · no source
submission 684325jiajia931
python
154.0µs
2.20×
Reported
license unknown · no source
submission 544476migratesky
python
154.2µs
2.21×
Reported
license unknown · no source
submission 523139sanjay_arvind
python
154.2µs
2.21×
Reported
license unknown · no source
submission 740309rajeev9
python
154.3µs
2.21×
Reported
license unknown · no source
submission 645615yzhou442
python
154.3µs
2.21×
Reported
license unknown · no source
submission 638379Harpreet Singh
python
154.3µs
2.21×
Reported
license unknown · no source
submission 645274yzhou442
python
154.5µs
2.21×
Reported
license unknown · no source
submission 549639manderson240
python
155.3µs
2.22×
Reported
license unknown · no source
submission 635237bill_97933
python
155.5µs
2.22×
Reported
license unknown · no source
submission 514131ry2009
python
155.5µs
2.22×
Reported
license unknown · no source
submission 637316Harpreet Singh
python
155.6µs
2.23×
Reported
license unknown · no source
submission 687385zwang86
python
156.1µs
2.23×
Reported
license unknown · no source
submission 515382Ryan Mathieu
python
156.7µs
2.24×
Reported
license unknown · no source
submission 748469makora-generate
python
156.9µs
2.24×
Reported
license unknown · no source
submission 584972uoedinburgh8089
python
157.1µs
2.25×
Reported
license unknown · no source
submission 537758oofbaroomf
python
157.1µs
2.25×
Reported
license unknown · no source
submission 681217nataliakokoromyti
python
157.2µs
2.25×
Reported
license unknown · no source
submission 659969div22
python
157.4µs
2.25×
Reported
license unknown · no source
submission 734741coderwhisper
python
157.5µs
2.25×
Reported
license unknown · no source
submission 640764sepehresy
python
157.5µs
2.25×
Reported
license unknown · no source
submission 553318samxuality
python
157.8µs
2.26×
Reported
license unknown · no source
submission 526733n8_gr8_
python
158.0µs
2.26×
Reported
license unknown · no source
submission 686044zwang86
python
158.6µs
2.27×
Reported
license unknown · no source
submission 621818francochengcc_30299
python
159.1µs
2.28×
Reported
license unknown · no source
submission 637885waynejing995
python
159.3µs
2.28×
Reported
license unknown · no source
submission 704078anAirdrop
python
160.3µs
2.29×
Reported
license unknown · no source
submission 603065Nicky Pochinkov
python
160.5µs
2.30×
Reported
license unknown · no source
submission 515151mega-dmitriy
python
160.7µs
2.30×
Reported
license unknown · no source
submission 720767aipha1140
python
161.3µs
2.31×
Reported
license unknown · no source
submission 659476div22
python
161.3µs
2.31×
Reported
license unknown · no source
submission 713930aipha1140
python
161.7µs
2.31×
Reported
license unknown · no source
submission 565227c3ko
python
161.8µs
2.31×
Reported
license unknown · no source
submission 538127g_structure
python
162.6µs
2.33×
Reported
license unknown · no source
submission 696512yanchaomei
python
163.6µs
2.34×
Reported
license unknown · no source
submission 693071anAirdrop
python
163.9µs
2.34×
Reported
license unknown · no source
submission 519001sanjay_arvind
python
164.2µs
2.35×
Reported
license unknown · no source
submission 638509kosox97741
python
165.3µs
2.36×
Reported
license unknown · no source
submission 538538manderson240
python
166.0µs
2.37×
Reported
license unknown · no source
submission 654026nataliakokoromyti
python
167.3µs
2.39×
Reported
license unknown · no source
submission 641680div22
python
168.6µs
2.41×
Reported
license unknown · no source
submission 601421lonk
python
169.2µs
2.42×
Reported
license unknown · no source
submission 695538yanchaomei
python
169.3µs
2.42×
Reported
license unknown · no source
submission 600682lonk
python
169.8µs
2.43×
Reported
license unknown · no source
submission 536296g_structure
python
169.9µs
2.43×
Reported
license unknown · no source
submission 722916Kernel-Zhang
python
170.0µs
2.43×
Reported
license unknown · no source
submission 545237William Chen
python
170.0µs
2.43×
Reported
license unknown · no source
submission 725739coderwhisper
python
170.1µs
2.43×
Reported
license unknown · no source
submission 715133momiji_inb
python
170.2µs
2.43×
Reported
license unknown · no source
submission 700577internetrat
python
170.3µs
2.44×
Reported
license unknown · no source
submission 587911renguangwei4github
python
170.4µs
2.44×
Reported
license unknown · no source
submission 537008William Chen
python
170.6µs
2.44×
Reported
license unknown · no source
submission 750468dorhuri123
python
170.7µs
2.44×
Reported
license unknown · source
submission 705788sean_nobricks
python
170.7µs
2.44×
Reported
license unknown · no source
submission 590042yuhao xie
python
170.8µs
2.44×
Reported
license unknown · source
submission 572714Borui Xu
python
170.8µs
2.44×
Reported
license unknown · source
submission 737245Itay Etelis
python
170.9µs
2.44×
Reported
license unknown · no source
submission 528661William Chen
python
171.2µs
2.45×
Reported
license unknown · no source
submission 584047uoedinburgh8089
python
171.3µs
2.45×
Reported
license unknown · no source
submission 546387lusak1
python
171.4µs
2.45×
Reported
license unknown · source
submission 747515makora-generate
python
171.9µs
2.46×
Reported
license unknown · no source
submission 548993Eurafat45
python
172.1µs
2.46×
Reported
license unknown · no source
submission 683863jiajia931
python
172.4µs
2.47×
Reported
license unknown · no source
submission 598444kkosey
python
172.7µs
2.47×
Reported
license unknown · no source
submission 543742migratesky
python
172.9µs
2.47×
Reported
license unknown · no source
submission 753392jd-bartlett96
python
173.1µs
2.48×
Reported
license unknown · source
submission 655326SwordHoly
python
173.1µs
2.48×
Reported
license unknown · source
submission 688537Itay Etelis
python
173.1µs
2.48×
Reported
license unknown · no source
submission 548840Eurafat45
python
177.1µs
2.53×
Reported
license unknown · no source
submission 670916Shuxiao Xie
python
174.1µs
2.49×
Reported
license unknown · source
submission 638083romepen788
python
174.2µs
2.49×
Reported
license unknown · no source
submission 637918hawop16764
python
174.3µs
2.49×
Reported
license unknown · no source
submission 636207mocimex265
python
174.4µs
2.49×
Reported
license unknown · source
submission 654909SwordHoly
python
174.9µs
2.50×
Reported
license unknown · no source
submission 518958_radna
python
175.2µs
2.51×
Reported
license unknown · no source
submission 715289zainhaider5020
python
177.7µs
2.54×
Reported
license unknown · no source
submission 569735thereal.preetam
python
175.5µs
2.51×
Reported
license unknown · source
submission 686584mingkai_37292
python
175.8µs
2.51×
Reported
license unknown · source
submission 516609parcadei
python
176.0µs
2.52×
Reported
license unknown · no source
submission 528025Harsh Gupta
python
176.0µs
2.52×
Reported
license unknown · source
submission 544879samuelzxu
python
176.3µs
2.52×
Reported
license unknown · source
submission 616215zaiji100
python
176.4µs
2.52×
Reported
license unknown · no source
submission 566425panda-curry
python
176.6µs
2.53×
Reported
license unknown · source
submission 754408Jingze
python
176.8µs
2.53×
Reported
license unknown · source
submission 532540lusak1
python
176.9µs
2.53×
Reported
license unknown · no source
submission 670252Shuxiao Xie
python
177.0µs
2.53×
Reported
license unknown · no source
submission 524074n8_gr8_
python
177.0µs
2.53×
Reported
license unknown · no source
submission 517477theo3579
python
177.1µs
2.53×
Reported
license unknown · source
submission 710606gordon_84008
python
177.1µs
2.53×
Reported
license unknown · source
submission 518941_radna
python
177.2µs
2.53×
Reported
license unknown · no source
submission 722988Amo-Zeng
python
177.2µs
2.53×
Reported
license unknown · source
submission 600817noobmaster69_og
python
177.4µs
2.54×
Reported
license unknown · no source
submission 682356tiendreiliass0x
python
177.4µs
2.54×
Reported
license unknown · source
submission 537112burtenshaw
python
177.4µs
2.54×
Reported
license unknown · source
submission 650567Zhuobin Huang
python
177.5µs
2.54×
Reported
license unknown · source
submission 701350chu yifan
python
177.5µs
2.54×
Reported
license unknown · source
submission 517457theo3579
python
177.5µs
2.54×
Reported
license unknown · no source
submission 738819chenxingqiang
python
177.5µs
2.54×
Reported
license unknown · source
submission 654557jd-bartlett96
python
177.5µs
2.54×
Reported
license unknown · no source
submission 524258thereal.preetam
python
177.6µs
2.54×
Reported
license unknown · no source
submission 569057Topdu
python
177.7µs
2.54×
Reported
license unknown · source
submission 676480dark4scope
python
177.7µs
2.54×
Reported
license unknown · source
submission 513613ry2009
python
177.7µs
2.54×
Reported
license unknown · no source
submission 754309oldzhu
python
177.7µs
2.54×
Reported
license unknown · source
submission 754010Navdeep Singh
python
177.7µs
2.54×
Reported
license unknown · source
submission 568139shiyeegao
python
177.8µs
2.54×
Reported
license unknown · source
submission 678525oldzhu
python
177.8µs
2.54×
Reported
license unknown · no source
submission 551870samxuality
python
177.8µs
2.54×
Reported
license unknown · no source
submission 715843Elán Zainos Corona
python
177.8µs
2.54×
Reported
license unknown · source
submission 621513Jayluci4
python
177.8µs
2.54×
Reported
license unknown · source
submission 557540jacky_85569
python
177.8µs
2.54×
Reported
license unknown · source
submission 713329ALL-FUN-d
python
177.8µs
2.54×
Reported
license unknown · source
submission 653012LiangSu8899
python
177.8µs
2.54×
Reported
license unknown · no source
submission 668600Foreverwonder
python
177.9µs
2.54×
Reported
license unknown · source
submission 655629darkness098600
python
177.9µs
2.54×
Reported
license unknown · source
submission 688864Elán Zainos Corona
python
177.9µs
2.54×
Reported
license unknown · no source
submission 747477dorhuri123
python
177.9µs
2.54×
Reported
license unknown · no source
submission 565944wuxin
python
177.9µs
2.54×
Reported
license unknown · source
submission 525898anuragj0803
python
177.9µs
2.54×
Reported
license unknown · source
submission 710193momiji_inb
python
177.9µs
2.54×
Reported
license unknown · no source
submission 643445anairdrop
python
177.9µs
2.54×
Reported
license unknown · source
submission 681081hwk603
python
177.9µs
2.54×
Reported
license unknown · source
submission 527541vyom
python
177.9µs
2.54×
Reported
license unknown · source
submission 542140shiyegao
python
177.9µs
2.54×
Reported
license unknown · source
submission 655339mumu.0567
python
178.0µs
2.55×
Reported
license unknown · source
submission 651508jd-bartlett96
python
178.0µs
2.55×
Reported
license unknown · no source
submission 655192Dogson-Two
python
178.0µs
2.55×
Reported
license unknown · source
submission 644611sizezheng_94252
python
178.0µs
2.55×
Reported
license unknown · source
submission 676358ttong12_
python
178.1µs
2.55×
Reported
license unknown · source
submission 549105WangRongsheng
python
178.1µs
2.55×
Reported
license unknown · source
submission 520790shigao
python
178.1µs
2.55×
Reported
license unknown · source
submission 562641kkosey
python
178.2µs
2.55×
Reported
license unknown · no source
submission 514264Yufeng98
python
178.2µs
2.55×
Reported
license unknown · no source
submission 619842phoenixdna
python
178.2µs
2.55×
Reported
license unknown · source
submission 525823anuragj0803
python
178.3µs
2.55×
Reported
license unknown · no source
submission 602616phoenixdna
python
178.3µs
2.55×
Reported
license unknown · no source
submission 685639mingkai_37292
python
178.4µs
2.55×
Reported
license unknown · no source
submission 523273hashkanna
python
178.4µs
2.55×
Reported
license unknown · source
submission 743515Xerous Wazler
python
178.4µs
2.55×
Reported
license unknown · source
submission 569093night owl
python
178.4µs
2.55×
Reported
license unknown · source
submission 613270Bortlesboat
python
178.4µs
2.55×
Reported
license unknown · no source
submission 681361internetrat
python
178.5µs
2.55×
Reported
license unknown · no source
submission 514177Zackary
python
178.5µs
2.55×
Reported
license unknown · source
submission 754160KatherineRWilson
python
178.6µs
2.55×
Reported
license unknown · source
submission 517447theo3579
python
178.6µs
2.56×
Reported
license unknown · no source
submission 525098降雨幾率
python
178.8µs
2.56×
Reported
license unknown · source
submission 626759anairdrop
python
178.8µs
2.56×
Reported
license unknown · no source
submission 513422siro
python
178.8µs
2.56×
Reported
license unknown · source
submission 527790DizzleRama
python
178.8µs
2.56×
Reported
license unknown · source
submission 621241dannywillowliu-uchi
python
178.8µs
2.56×
Reported
license unknown · source
submission 513508Sinatras
python
178.8µs
2.56×
Reported
license unknown · source
submission 513542jethreetwo
python
178.9µs
2.56×
Reported
license unknown · source
submission 754045jkman2013
python
179.0µs
2.56×
Reported
license unknown · source
submission 554036pico
python
179.2µs
2.56×
Reported
license unknown · source
submission 612687Bortlesboat
python
179.2µs
2.56×
Reported
license unknown · no source
submission 745157RexHuang
python
179.3µs
2.56×
Reported
license unknown · source
submission 677532zwang86
python
179.3µs
2.56×
Reported
license unknown · no source
submission 684383sunfj
python
179.3µs
2.56×
Reported
license unknown · source
submission 745100chineseman
python
179.3µs
2.56×
Reported
license unknown · source
submission 676465jiulvke
python
179.3µs
2.56×
Reported
license unknown · source
submission 734416zx1993_30908
python
179.3µs
2.57×
Reported
license unknown · source
submission 687670Niall
python
179.4µs
2.57×
Reported
license unknown · source
submission 525805anuragj0803
python
179.5µs
2.57×
Reported
license unknown · no source
submission 638676LiangSu8899
python
179.6µs
2.57×
Reported
license unknown · no source
submission 581136noobmaster69_og
python
179.6µs
2.57×
Reported
license unknown · no source
submission 679061Kernel-Zhang
python
179.6µs
2.57×
Reported
license unknown · no source
submission 736493Jingze
python
179.7µs
2.57×
Reported
license unknown · no source
submission 621996waynejing995
python
179.7µs
2.57×
Reported
license unknown · no source
submission 570860Borui Xu
python
179.8µs
2.57×
Reported
license unknown · no source
submission 676815Robert Sitton
python
179.8µs
2.57×
Reported
license unknown · source
submission 733614xiaozhang_01
python
179.8µs
2.57×
Reported
license unknown · source
submission 751719NoviceCoderInfinity
python
179.8µs
2.57×
Reported
license unknown · source
submission 563553Sourish07
python
179.9µs
2.57×
Reported
license unknown · source
submission 644591tao_yafan
python
179.9µs
2.57×
Reported
license unknown · source
submission 637950Kernel-Zhang
python
179.9µs
2.57×
Reported
license unknown · no source
submission 594954Shlok
python
179.9µs
2.57×
Reported
license unknown · source
submission 682049nuttt233
python
180.0µs
2.57×
Reported
license unknown · source
submission 613313brandonin
python
180.0µs
2.58×
Reported
license unknown · source
submission 645719pawan2411
python
180.0µs
2.58×
Reported
license unknown · source
submission 641246fc.li3269
python
180.1µs
2.58×
Reported
license unknown · source
submission 750309jkman2013
python
180.1µs
2.58×
Reported
license unknown · no source
submission 646033gordon_84008
python
180.1µs
2.58×
Reported
license unknown · no source
submission 544197samuelzxu
python
180.1µs
2.58×
Reported
license unknown · no source
submission 675308Shellmia0
python
180.1µs
2.58×
Reported
license unknown · source
submission 694284buzzcut2190
python
180.1µs
2.58×
Reported
license unknown · source
submission 674660FutureUnreal
python
180.2µs
2.58×
Reported
license unknown · source
submission 636562allan_g4073
python
180.2µs
2.58×
Reported
license unknown · source
submission 526709lusak1
python
180.2µs
2.58×
Reported
license unknown · no source
submission 682216Ada
python
180.2µs
2.58×
Reported
license unknown · source
submission 514511_radna
python
180.3µs
2.58×
Reported
license unknown · no source
submission 675381Navid Khazaee
python
180.3µs
2.58×
Reported
license unknown · source
submission 585965Zhenyu2Liang
python
180.3µs
2.58×
Reported
license unknown · source
submission 544065samuelzxu
python
180.3µs
2.58×
Reported
license unknown · no source
submission 676074jiulvke
python
180.3µs
2.58×
Reported
license unknown · no source
submission 711606honyche123
python
180.4µs
2.58×
Reported
license unknown · source
submission 652655oldzhu
python
180.4µs
2.58×
Reported
license unknown · no source
submission 652012DNAK-dnak
python
180.5µs
2.58×
Reported
license unknown · source
submission 590107rikashi
python
180.5µs
2.58×
Reported
license unknown · source
submission 677379maanhou
python
180.5µs
2.58×
Reported
license unknown · source
submission 703573Amo-Zeng
python
180.5µs
2.58×
Reported
license unknown · no source
submission 590226leaatimberini
python
180.5µs
2.58×
Reported
license unknown · source
submission 695481Renjie-gif
python
180.5µs
2.58×
Reported
license unknown · source
submission 650166rujutafujuta
python
180.6µs
2.58×
Reported
license unknown · source
submission 621250francochengcc_30299
python
180.6µs
2.58×
Reported
license unknown · no source
submission 715672siddhantkuwar
python
180.6µs
2.58×
Reported
license unknown · source
submission 738808gxtzhuxi
python
180.6µs
2.58×
Reported
license unknown · source
submission 730601Chivier
python
180.6µs
2.58×
Reported
license unknown · source
submission 645489SwordHoly
python
180.6µs
2.58×
Reported
license unknown · no source
submission 5187541y33
python
180.7µs
2.58×
Reported
license unknown · source
submission 754370J
python
180.8µs
2.59×
Reported
license unknown · source
submission 515445parcadei
python
180.8µs
2.59×
Reported
license unknown · no source
submission 754730Jay Prajapati
python
180.8µs
2.59×
Reported
license unknown · source
submission 523547olezhka_007
python
180.9µs
2.59×
Reported
license unknown · no source
submission 736588chenxingqiang
python
180.9µs
2.59×
Reported
license unknown · no source
submission 754618Jtss-ux
python
181.1µs
2.59×
Reported
license unknown · source
submission 620999dannywillowliu-uchi
python
181.2µs
2.59×
Reported
license unknown · no source
submission 666709yanchaomei
python
184.6µs
2.64×
Reported
license unknown · no source
submission 622686xueliangyang-oeuler
python
181.4µs
2.59×
Reported
license unknown · source
submission 636087tanibe5390
python
181.6µs
2.60×
Reported
license unknown · no source
submission 754653Jts
python
181.7µs
2.60×
Reported
license unknown · source
submission 730252Leandro Timberini
python
181.8µs
2.60×
Reported
license unknown · source
submission 742282fisherHe
python
182.0µs
2.60×
Reported
license unknown · source
submission 515915Young Han
python
182.1µs
2.60×
Reported
license unknown · source
submission 753864musicofhel
python
182.2µs
2.61×
Reported
license unknown · source
submission 517796sanjay_arvind
python
182.2µs
2.61×
Reported
license unknown · no source
submission 640801Niall
python
182.4µs
2.61×
Reported
license unknown · no source
submission 646755inference_and_chill
python
182.5µs
2.61×
Reported
license unknown · source
submission 568211yebin
python
182.5µs
2.61×
Reported
license unknown · source
submission 567103Topdu
python
182.6µs
2.61×
Reported
license unknown · no source
submission 740357pawelniegowski-a2
python
182.8µs
2.61×
Reported
license unknown · source
submission 644487Zephyr Zhao
python
182.9µs
2.62×
Reported
license unknown · source
submission 692409buzzcut2190
python
183.1µs
2.62×
Reported
license unknown · no source
submission 612701chineseman
python
183.1µs
2.62×
Reported
license unknown · no source
submission 707840PromptForcePrime
python
183.3µs
2.62×
Reported
license unknown · no source
submission 633048inference_and_chill
python
183.5µs
2.62×
Reported
license unknown · no source
submission 635735romepen788
python
183.7µs
2.63×
Reported
license unknown · no source
submission 566304jefflyu_47387
python
183.9µs
2.63×
Reported
license unknown · source
submission 727806nanbeilvdougao
python
183.9µs
2.63×
Reported
license unknown · source
submission 632278mumu.0567
python
184.0µs
2.63×
Reported
license unknown · no source
submission 565350wuxin
python
184.0µs
2.63×
Reported
license unknown · no source
submission 613755StephenCao422
python
184.1µs
2.63×
Reported
license unknown · source
submission 716604nanbeilvdougao
python
184.2µs
2.63×
Reported
license unknown · no source
submission 749771gogogo_666
python
184.2µs
2.63×
Reported
license unknown · source
submission 635009kosox97741
python
184.2µs
2.63×
Reported
license unknown · no source
submission 556526trungnob
python
184.3µs
2.64×
Reported
license unknown · source
submission 688161Chivier
python
184.3µs
2.64×
Reported
license unknown · no source
submission 567224shiyeegao
python
184.4µs
2.64×
Reported
license unknown · no source
submission 665856sikuan
python
184.4µs
2.64×
Reported
license unknown · source
submission 729151garrick99
python
184.4µs
2.64×
Reported
license unknown · source
submission 614413ykaitao
python
184.5µs
2.64×
Reported
license unknown · no source
submission 548189WangRongsheng
python
184.5µs
2.64×
Reported
license unknown · no source
submission 670691dark4scope
python
184.5µs
2.64×
Reported
license unknown · no source
submission 542208Jayluci4
python
184.5µs
2.64×
Reported
license unknown · no source
submission 589082wsxhjnb1
python
184.6µs
2.64×
Reported
license unknown · no source
submission 688374honyche123
python
184.6µs
2.64×
Reported
license unknown · no source
submission 559591HorizonLiang
python
184.6µs
2.64×
Reported
license unknown · no source
submission 704890flowKKo
python
184.6µs
2.64×
Reported
license unknown · source
submission 673662yszheda
python
184.6µs
2.64×
Reported
license unknown · source
submission 609820rajeev9
python
184.7µs
2.64×
Reported
license unknown · no source
submission 603489damanhduc
python
184.7µs
2.64×
Reported
license unknown · source
submission 642734nataliakokoromyti
python
184.7µs
2.64×
Reported
license unknown · no source
submission 529362leaatimberini
python
184.7µs
2.64×
Reported
license unknown · no source
submission 581286divc13
python
184.7µs
2.64×
Reported
license unknown · no source
submission 735371zx199303
python
184.7µs
2.64×
Reported
license unknown · source
submission 653244Dogson-Two
python
184.8µs
2.64×
Reported
license unknown · no source
submission 565674Borui Xu
python
184.8µs
2.64×
Reported
license unknown · no source
submission 643051mobius
python
184.8µs
2.64×
Reported
license unknown · source
submission 708040aipha1140
python
184.9µs
2.64×
Reported
license unknown · no source
submission 664585yzcsldf
python
184.8µs
2.64×
Reported
license unknown · source
submission 514605dzinski
python
184.8µs
2.64×
Reported
license unknown · source
submission 672871sunfj
python
184.9µs
2.64×
Reported
license unknown · no source
submission 637461fc.li3269
python
184.9µs
2.64×
Reported
license unknown · no source
submission 539742viani
python
184.9µs
2.64×
Reported
license unknown · source
submission 671241Elán Zainos Corona
python
184.9µs
2.64×
Reported
license unknown · no source
submission 713903Behzod12312121
python
184.9µs
2.65×
Reported
license unknown · source
submission 600059j_makishimu_l
python
184.9µs
2.65×
Reported
license unknown · source
submission 662508fisherHe
python
184.9µs
2.65×
Reported
license unknown · no source
submission 538794Siuuuuuuu
python
185.0µs
2.65×
Reported
license unknown · source
submission 749015RIM#0013
python
185.0µs
2.65×
Reported
license unknown · source
submission 564946idanbeck
python
185.0µs
2.65×
Reported
license unknown · source
submission 589988rt11
python
185.0µs
2.65×
Reported
license unknown · no source
submission 659185abhicloudstalk13
python
185.0µs
2.65×
Reported
license unknown · source
submission 541970Jayluci4
python
185.0µs
2.65×
Reported
license unknown · no source
submission 630234dougjudy04485
python
185.0µs
2.65×
Reported
license unknown · source
submission 705843guangxiangdebizi
python
185.0µs
2.65×
Reported
license unknown · source
submission 650268Zhuobin Huang
python
185.0µs
2.65×
Reported
license unknown · no source
submission 611433abhicloudstalk13
python
185.1µs
2.65×
Reported
license unknown · no source
submission 673889internetrat
python
185.1µs
2.65×
Reported
license unknown · no source
submission 734398Lewen-Cai
python
185.1µs
2.65×
Reported
license unknown · source
submission 576432Koren
python
185.1µs
2.65×
Reported
license unknown · source
submission 663554AlexNebula
python
185.1µs
2.65×
Reported
license unknown · no source
submission 603770prash.007
python
185.1µs
2.65×
Reported
license unknown · source
submission 746670rsh__
python
185.1µs
2.65×
Reported
license unknown · source
submission 603071inference_and_chill
python
185.1µs
2.65×
Reported
license unknown · no source
submission 592684abhicloudstalk13
python
185.1µs
2.65×
Reported
license unknown · no source
submission 703047Anthony Nwafor
python
185.1µs
2.65×
Reported
license unknown · source
submission 746938tianyuantony_67238
python
185.1µs
2.65×
Reported
license unknown · source
submission 562501kkosey
python
185.1µs
2.65×
Reported
license unknown · no source
submission 729944thehimalayanleo
python
185.1µs
2.65×
Reported
license unknown · source
submission 587131garrick99
python
185.1µs
2.65×
Reported
license unknown · no source
submission 563383idanbeck
python
185.1µs
2.65×
Reported
license unknown · no source
submission 748729gogogo_666
python
185.2µs
2.65×
Reported
license unknown · no source
submission 538759Jayluci4
python
185.2µs
2.65×
Reported
license unknown · no source
submission 560046jungsnow
python
—
—
license unknown · source
submission 733612zx199303
python
—
—
license unknown · no source
submission 669791SomersBuchannan
python
—
—
license unknown · source
submission 675679houdinied
python
—
—
license unknown · source
submission 534151manderson240
python
—
—
license unknown · no source
submission 571544adityaljo123
python
—
—
license unknown · source
submission 525617vyom
python
—
—
license unknown · no source
submission 615737zaiji100
python
—
—
license unknown · no source
submission 718482chenxingqiang
python
—
—
license unknown · no source
submission 743330YoloBorz
python
—
—
license unknown · source
submission 636820GWinfinity
python
—
—
license unknown · source
submission 722023Ayush Gupta
python
—
—
license unknown · source
submission 735666pradeep055986
python
—
—
license unknown · source
submission 637669zhangjx2019
python
—
—
license unknown · source
submission 596978sangmin7b
python
—
—
license unknown · source
submission 604649Kaushik J
python
—
—
license unknown · source
submission 636846pawan2411
python
—
—
license unknown · no source
submission 652254hui daimao
python
—
—
license unknown · source
submission 738208s.k.9151
python
—
—
license unknown · source
submission 616140KingOfZhao
python
—
—
license unknown · source
submission 523261thereal.preetam
python
—
—
license unknown · no source
submission 562986idanbeck
python
—
—
license unknown · no source
submission 665948Robert Sitton
python
—
—
license unknown · no source
submission 748779Shubham Kumar
python
—
—
license unknown · source
submission 593507bhagawan-yantrion
python
—
—
license unknown · source
submission 653966Tianbo
python
—
—
license unknown · source
submission 652911Dogson-Two
python
—
—
license unknown · no source
submission 614365KingOfZhao
python
—
—
license unknown · no source
submission 614790Harpreet Singh
python
—
—
license unknown · no source
submission 662419Shuxiao Xie
python
—
—
license unknown · no source
submission 633029fidel-makatia
python
—
—
license unknown · source
submission 587664rikashi
python
—
—
license unknown · no source
submission 604308Kaushik J
python
—
—
license unknown · no source
submission 529280leaatimberini
python
—
—
license unknown · no source
submission 671065Itay Etelis
python
—
—
license unknown · no source
submission 632449fidel-makatia
python
—
—
license unknown · no source
submission 608437N-45div
python
—
—
license unknown · source
submission 711005Ningning Zhao
python
—
—
license unknown · source
submission 636691fc.li3269
python
—
—
license unknown · no source
submission 566026panda-curry
python
—
—
license unknown · no source
submission 614124anairdrop
python
—
—
license unknown · no source
submission 631934wjfwjfwjf
python
—
—
license unknown · source
submission 560286MIracleyin
python
—
—
license unknown · source
submission 630361nuttt233
python
—
—
license unknown · no source
submission 631582wzk2239115
python
—
—
license unknown · source
submission 531332blurbird
python
—
—
license unknown · source
submission 589134Purple rain
python
—
—
license unknown · source
submission 547412WangRongsheng
python
—
—
license unknown · no source
submission 688773janice.jiayao
python
—
—
license unknown · source
submission 625029sepehresy
python
—
—
license unknown · no source
submission 652572IveGotMagicBean
python
—
—
license unknown · source
submission 560972Koren
python
—
—
license unknown · no source
submission 584711zhaohb
python
—
—
license unknown · source
submission 621711noahliz
python
—
—
license unknown · source
submission 564613Infatoshi
python
—
—
license unknown · source
submission 646621吕嘉鑫
python
—
—
license unknown · source
submission 541525jihun_lee__
python
—
—
license unknown · source
submission 675820michael ma
python
—
—
license unknown · source
submission 581882yzhou442
python
—
—
license unknown · no source
submission 690294chen5714288089
python
—
—
license unknown · source
submission 705119vuxml
python
—
—
license unknown · no source
submission 566594Topdu
python
—
—
license unknown · no source
submission 653525darkness098600
python
—
—
license unknown · no source
submission 722647H҉A҉C҉K҉E҉R҉ ŔĔ
python
—
—
license unknown · source
submission 531220prash.007
python
—
—
license unknown · no source
submission 651768anAirdrop
python
—
—
license unknown · no source
submission 624982Sami
python
—
—
license unknown · no source
submission 635202LiangSu8899
python
—
—
license unknown · no source
submission 704768vuxml
python
—
—
license unknown · no source
submission 560974CaptnJackSparrow
python
—
—
license unknown · source
submission 634727tanibe5390
python
—
—
license unknown · no source
submission 621205xueliangyang-oeuler
python
—
—
license unknown · no source
submission 683812vuxml
python
—
—
license unknown · no source
submission 535744g_structure
python
—
—
license unknown · no source
submission 716154ayushcoder894
python
—
—
license unknown · source
submission 599676chrysostom_d
python
—
—
license unknown · source
submission 639265Xin Du
python
—
—
license unknown · source
submission 514181hirscj
python
—
—
license unknown · source
submission 688744MatrixGod-max
python
—
—
license unknown · source
submission 646131michael ma
python
—
—
license unknown · no source
submission 572993lonk
python
—
—
license unknown · no source
submission 611770chineseman
python
—
—
license unknown · no source
submission 723815Op Gup
python
—
—
license unknown · source
submission 584167mumu.0567
python
—
—
license unknown · no source
submission 739709pawelniegowski-a2
python
—
—
license unknown · no source
submission 559020inference_and_chill
python
—
—
license unknown · no source
submission 562656idanbeck
python
—
—
license unknown · no source
submission 626231Dogson-Two
python
—
—
license unknown · no source
submission 525651anuragj0803
python
—
—
license unknown · no source
submission 589090yuhao xie
python
—
—
license unknown · no source
submission 740327TraceByWind
python
—
—
license unknown · source
submission 709983zx199303
python
—
—
license unknown · no source
submission 714094chenxingqiang
python
—
—
license unknown · no source
submission 572061Zephyr Zhao
python
—
—
license unknown · no source
submission 694797Leandro Timberini
python
—
—
license unknown · no source
submission 752049KatherineRWilson
python
—
—
license unknown · no source
submission 531202blurbird
python
—
—
license unknown · no source
submission 685537wbh
python
—
—
license unknown · source
submission 673276jiulvke
python
—
—
license unknown · no source
submission 525338sangmin7b
python
—
—
license unknown · no source
submission 676877the-strawhat
python
—
—
license unknown · source
submission 664485ResearAI
python
—
—
license unknown · source
submission 641060SwordHoly
python
—
—
license unknown · no source
submission 681386mbuchel
python
—
—
license unknown · source
submission 694138DiegoCao
python
—
—
license unknown · no source
submission 569308egghao
python
—
—
license unknown · source
submission 722127ChenyuHeee
python
—
—
license unknown · source
submission 623671wzk2239115
python
—
—
license unknown · no source
submission 516777Knarf04
python
—
—
license unknown · source
submission 515324migratesky
python
—
—
license unknown · no source
submission 549188ritvik412
python
—
—
license unknown · source
submission 575278蔡毅骋
python
—
—
license unknown · source
submission 548939Finn
python
—
—
license unknown · source
submission 720957Ayush Gupta
python
—
—
license unknown · no source
submission 754167J
python
—
—
license unknown · no source
submission 529116leaatimberini
python
—
—
license unknown · no source
submission 517363n8_gr8_
python
—
—
license unknown · no source
submission 518919adityaljo123
python
—
—
license unknown · no source
submission 514027ohamnl.
python
—
—
license unknown · source
submission 566577shiyeegao
python
—
—
license unknown · no source
submission 749382kitrak_rev.
python
—
—
license unknown · source
submission 704697xiehuanyi
python
—
—
license unknown · source
submission 557290Wentian Guo
python
—
—
license unknown · source
submission 738630Re-Min
python
—
—
license unknown · source
submission 565145wuxin
python
—
—
license unknown · no source
submission 716131Ayush Gupta
python
—
—
license unknown · no source
submission 514183mega-dmitriy
python
—
—
license unknown · no source
submission 514600dzinski
python
—
—
license unknown · no source
submission 748113gogogo_666
python
—
—
license unknown · no source
submission 607848Zhuobin Huang
python
—
—
license unknown · no source
submission 562527wuxin
python
—
—
license unknown · no source
submission 629309michael ma
python
—
—
license unknown · no source
submission 583919Zobin Huang
python
—
—
license unknown · source
submission 518807gxinlong
python
—
—
license unknown · source
submission 575187fisherHe
python
—
—
license unknown · no source
submission 522490thereal.preetam
python
—
—
license unknown · no source
submission 665028Robert Sitton
python
—
—
license unknown · no source
submission 661179Robert Sitton
python
—
—
license unknown · no source
submission 613060anairdrop
python
—
—
license unknown · no source
submission 517445theo3579
python
—
—
license unknown · no source
submission 754724wildman
python
—
—
license unknown · source
submission 720801coderwhisper
python
—
—
license unknown · no source
submission 514959parcadei
python
—
—
license unknown · no source
submission 716557Ayush Gupta
python
—
—
license unknown · source
submission 665522sikuan
python
—
—
license unknown · no source
submission 583441Coalwood
python
—
—
license unknown · source
submission 597046J
python
—
—
license unknown · no source
submission 630734allan_g4073
python
—
—
license unknown · no source
submission 741375LunNova
python
—
—
license unknown · source
submission 623449Arkadip Maitra
python
—
—
license unknown · source
submission 706106momiji_inb
python
—
—
license unknown · no source
submission 631777XiaomingFun233
python
—
—
license unknown · source
submission 747068makora-generate
python
—
—
license unknown · no source
submission 683511DiegoCao
python
—
—
license unknown · no source
submission 733611zx1993_30908
python
—
—
license unknown · no source
submission 707741ihansel
python
—
—
license unknown · no source
submission 535554oofbaroomf
python
—
—
license unknown · no source
submission 713894zainhaider5020
python
—
—
license unknown · no source
submission 696235dc1312
python
—
—
license unknown · source
submission 678225Ada
python
—
—
license unknown · no source
submission 601970honyche123
python
—
—
license unknown · no source
submission 601486honyche123
python
—
—
license unknown · no source
submission 653789Shiyi Lin
python
—
—
license unknown · source
submission 584615Zhenyu2Liang
python
—
—
license unknown · no source
submission 739113pawelniegowski-a2
python
—
—
license unknown · no source
submission 737520pawelniegowski-a2
python
—
—
license unknown · no source
submission 723114Op Gup
python
—
—
license unknown · no source
submission 722866Kaimale
python
—
—
license unknown · source
submission 661694Shuxiao Xie
python
—
—
license unknown · no source
submission 620953xueliangyang-oeuler
python
—
—
license unknown · no source
submission 590126jIab-b
python
—
—
license unknown · source
submission 604023XiaomingFun233
python
—
—
license unknown · no source
submission 559436shiyeegao
python
—
—
license unknown · no source
submission 602937Zhuobin Huang
python
—
—
license unknown · no source

Semantics

Inputs and outputs
hidden_statesbf16 [bs, dhidden]
gate_up_weightmxfp4 [e_total, gate_up_rows, gu_k_half]
down_weightmxfp4 [e_total, d_hidden_pad, down_k_half]
gate_up_weight_scalefp8_e8m0 [e_total, gate_up_rows, gu_scale_blocks]
down_weight_scalefp8_e8m0 [e_total, d_hidden_pad, down_scale_blocks]
topk_weightsfp32 [bs, total_top_k]
topk_idsint32 [bs, total_top_k]
outputbf16 [bs, dhidden]
Axes and behavior
bsvariable
seedvariable
dexpertvariable
dhiddenvariable
e_totale_total = nroutedexperts + nsharedexperts
gu_k_halfgu_k_half = d_hidden_pad // 2
down_k_halfdown_k_half = d_expert_pad // 2
total_top_ktotal_top_k = nexpertspertoken + nsharedexperts
d_expert_padd_expert_pad = ((dexpert + 255) // 256) * 256
d_hidden_padd_hidden_pad = ((dhidden + 255) // 256) * 256
gate_up_rowsgate_up_rows = 2 * d_expert_pad
nroutedexpertsvariable
nsharedexpertsvariable
gu_scale_blocksgu_scale_blocks = d_hidden_pad // 32
nexpertspertokenvariable
down_scale_blocksdown_scale_blocks = d_expert_pad // 32
determinismunspecified
constraintsNo mutation or aliasing
Identity
aliasamd mxfp4 moealiasamd-moe-mxfp4modeldeepseek-r1sha25646a533d5e0d3…
Sources: GPU MODE KernelBot (2026-04-07) · June 9 Researcher Reciprocity License v1.0last observed 2026-04-07How records are decidedJSON