AMD DeepSeek-style MoE layer
237 eligible runs
moe
DeepSeek-style mixture-of-experts layer on a single MI300X: softmax router, top-k routing to routed plus shared experts, fp16 activations. Expert/router weights and configuration accompany the input tensor as described upstream.
Fastest reported
4.11msmean of 19
amd-mixture-of-experts · submission 30702KernelBot user 302 · License unknown · python
Reported evidence · last observed 2025-06-02. Reported by source; not independently reproduced. License unknown.
Current records
Workloadbs = 1 · seed = 9371 · seqlen = 2048 · dexpert = 2048 · dhidden = 7168 · nroutedexperts = 32 · nsharedexperts = 1 · nexpertspertoken = 4 · fp16bs = 1 · seed = 1212 · seqlen = 8192 · dexpert = 2048 · dhidden = 7168 · nroutedexperts = 32 · nsharedexperts = 1 · nexpertspertoken = 4 · fp16bs = 2 · seed = 12819 · seqlen = 4096 · dexpert = 2048 · dhidden = 7168 · nroutedexperts = 32 · nsharedexperts = 1 · nexpertspertoken = 4 · fp16
Not measured on H100, B200 for this workload. Challenges →
Source-native comparison · GPU AMD Instinct MI300X · Workload bs = 1 · seed = 9371 · seqlen = 2048 · dexpert = 2048 · dhidden = 7168 · nroutedexperts = 32 · nsharedexperts = 1 · nexpertspertoken = 4 · fp16 · Protocol reference-kernels eval.py · mean · 118 results · last observed 2025-08-09Record history →
Estimated floor 5.54 µs · record 741.77× above itestimate, not evidence ›
DRAM 5.54 µs · bandwidth-bound on MI300X
every declared tensor crosses HBM exactly once (5,300 GB/s, MI300X datasheet)
no arithmetic formula for this family: bandwidth floor only
headroom-v1: a lower bound from declared tensors and datasheet peaks. A kernel can sit well above it for good reasons.
#
Implementation
Latency
vs #1
Trust
Observed
1amd-mixture-of-experts · submission 30702KernelBot user 3024.11ms1.00×Reported · license unknown · source2025-06-02stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
2amd-mixture-of-experts · submission 30063KernelBot user 3024.15ms1.01×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
3amd-mixture-of-experts · submission 29858KernelBot user 3024.18ms1.02×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
4amd-mixture-of-experts · submission 30960KernelBot user 444.23ms1.03×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
5amd-mixture-of-experts · submission 30957KernelBot user 444.30ms1.05×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
6amd-mixture-of-experts · submission 31042KernelBot user 74.47ms1.09×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
7amd-mixture-of-experts · submission 31032KernelBot user 74.47ms1.09×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
8amd-mixture-of-experts · submission 31029KernelBot user 4154.48ms1.09×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
9amd-mixture-of-experts · submission 30943KernelBot user 444.49ms1.09×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
10amd-mixture-of-experts · submission 31080KernelBot user 3764.55ms1.11×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
11amd-mixture-of-experts · submission 30084KernelBot user 3764.60ms1.12×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
12amd-mixture-of-experts · submission 30341KernelBot user 74.60ms1.12×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
13amd-mixture-of-experts · submission 29857KernelBot user 3764.60ms1.12×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
14amd-mixture-of-experts · submission 30338KernelBot user 4154.62ms1.12×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
15amd-mixture-of-experts · submission 30167KernelBot user 74.62ms1.12×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
16amd-mixture-of-experts · submission 30161KernelBot user 74.64ms1.13×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
17amd-mixture-of-experts · submission 30429KernelBot user 444.67ms1.14×Reported · license unknown · source2025-06-02stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
18amd-mixture-of-experts · submission 30424KernelBot user 444.72ms1.15×Reported · license unknown · source2025-06-02stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
19amd-mixture-of-experts · submission 30076KernelBot user 444.80ms1.17×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
20amd-mixture-of-experts · submission 29947KernelBot user 444.93ms1.20×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
21amd-mixture-of-experts · submission 26179KernelBot user 3024.93ms1.20×Reported · license unknown · source2025-05-22stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
22amd-mixture-of-experts · submission 30027KernelBot user 444.94ms1.20×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
23amd-mixture-of-experts · submission 25943KernelBot user 3764.95ms1.20×Reported · license unknown · source2025-05-21stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
24amd-mixture-of-experts · submission 29937KernelBot user 445.16ms1.26×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
25amd-mixture-of-experts · submission 23854KernelBot user 3765.24ms1.27×Reported · license unknown · source2025-05-17stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
26amd-mixture-of-experts · submission 29919KernelBot user 445.31ms1.29×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
27amd-mixture-of-experts · submission 29927KernelBot user 445.31ms1.29×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
28amd-mixture-of-experts · submission 29917KernelBot user 445.32ms1.29×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
29amd-mixture-of-experts · submission 26164KernelBot user 3025.32ms1.30×Reported · license unknown · source2025-05-22stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
30amd-mixture-of-experts · submission 29643KernelBot user 75.37ms1.31×Reported · license unknown · source2025-05-31stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
31amd-mixture-of-experts · submission 29756KernelBot user 1265.42ms1.32×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
32amd-mixture-of-experts · submission 29642KernelBot user 4155.46ms1.33×Reported · license unknown · source2025-05-31stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
33amd-mixture-of-experts · submission 29457KernelBot user 1265.52ms1.34×Reported · license unknown · source2025-05-31stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
34amd-mixture-of-experts · submission 24936KernelBot user 3025.53ms1.34×Reported · license unknown · source2025-05-19stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
35amd-mixture-of-experts · submission 24933KernelBot user 3025.56ms1.35×Reported · license unknown · source2025-05-19stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
36amd-mixture-of-experts · submission 24934KernelBot user 3025.65ms1.37×Reported · license unknown · source2025-05-19stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
37amd-mixture-of-experts · submission 29047KernelBot user 1265.65ms1.37×Reported · license unknown · source2025-05-29stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
38amd-mixture-of-experts · submission 29220KernelBot user 1265.65ms1.38×Reported · license unknown · source2025-05-30stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
39amd-mixture-of-experts · submission 26159KernelBot user 1265.78ms1.41×Reported · license unknown · source2025-05-22stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
40amd-mixture-of-experts · submission 26152KernelBot user 1265.82ms1.42×Reported · license unknown · source2025-05-22stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
41amd-mixture-of-experts · submission 29599KernelBot user 75.87ms1.43×Reported · license unknown · source2025-05-31stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
42amd-mixture-of-experts · submission 29075KernelBot user 1605.87ms1.43×Reported · license unknown · source2025-05-29stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
43amd-mixture-of-experts · submission 31459KernelBot user 2525.90ms1.44×Reported · license unknown · source2025-06-05stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
44amd-mixture-of-experts · submission 27659KernelBot user 1606.00ms1.46×Reported · license unknown · source2025-05-26stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
45amd-mixture-of-experts · submission 27658KernelBot user 1606.06ms1.47×Reported · license unknown · source2025-05-26stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
46amd-mixture-of-experts · submission 27552KernelBot user 1606.32ms1.54×Reported · license unknown · source2025-05-26stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
47amd-mixture-of-experts · submission 25595KernelBot user 1606.42ms1.56×Reported · license unknown · source2025-05-20stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
48amd-mixture-of-experts · submission 25584KernelBot user 1606.46ms1.57×Reported · license unknown · source2025-05-20stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
49amd-mixture-of-experts · submission 15625KernelBot user 2126.85ms1.67×Reported · license unknown · source2025-05-04stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
50amd-mixture-of-experts · submission 27114KernelBot user 1627.00ms1.70×Reported · license unknown · source2025-05-25stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
51amd-mixture-of-experts · submission 24971KernelBot user 1607.59ms1.85×Reported · license unknown · source2025-05-19stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
52amd-mixture-of-experts · submission 29838KernelBot user 878.64ms2.10×Reported · license unknown · source2025-06-01stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
53amd-mixture-of-experts · submission 24451KernelBot user 3029.17ms2.23×Reported · license unknown · source2025-05-18stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
54amd-mixture-of-experts · submission 28629KernelBot user 79.88ms2.40×Reported · license unknown · source2025-05-28stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
55amd-mixture-of-experts · submission 28624KernelBot user 79.99ms2.43×Reported · license unknown · source2025-05-28stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
56amd-mixture-of-experts · submission 31229KernelBot user 26611.3ms2.76×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
57amd-mixture-of-experts · submission 28576KernelBot user 711.6ms2.82×Reported · license unknown · source2025-05-28stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
58amd-mixture-of-experts · submission 28488KernelBot user 41511.9ms2.89×Reported · license unknown · source2025-05-28stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
59amd-mixture-of-experts · submission 30990KernelBot user 20311.9ms2.91×Reported · license unknown · source2025-06-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
60amd-mixture-of-experts · submission 15074KernelBot user 24713.5ms3.28×Reported · license unknown · source2025-05-03stale
Measured exactly what you asked. Reported by source; not independently reproduced.
source mirroredlicense unknownno install recipeView source →Run detail →
58 more rows in this comparison group. Open all in search →
Implementations
Implementation
Runtime
Best latency
Evidence
Availability
amd-mixture-of-experts · submission 30960KernelBot user 44
python
4.23ms
1.03×
Reported
license unknown · source
amd-mixture-of-experts · submission 31042KernelBot user 7
python
4.47ms
1.09×
Reported
license unknown · source
amd-mixture-of-experts · submission 31029KernelBot user 415
python
4.48ms
1.09×
Reported
license unknown · source
amd-mixture-of-experts · submission 30702KernelBot user 302
python
4.11ms
1.00×
Reported
license unknown · source
amd-mixture-of-experts · submission 31080KernelBot user 376
python
4.55ms
1.11×
Reported
license unknown · source
amd-mixture-of-experts · submission 29756KernelBot user 126
python
5.42ms
1.32×
Reported
license unknown · source
amd-mixture-of-experts · submission 29075KernelBot user 160
python
5.87ms
1.43×
Reported
license unknown · source
amd-mixture-of-experts · submission 31459KernelBot user 252
python
5.90ms
1.44×
Reported
license unknown · source
Show all 118 implementations ›Showing all 118 implementations ⌄
amd-mixture-of-experts · submission 15625KernelBot user 212
python
6.85ms
1.67×
Reported
license unknown · source
amd-mixture-of-experts · submission 27114KernelBot user 162
python
7.00ms
1.70×
Reported
license unknown · source
amd-mixture-of-experts · submission 29838KernelBot user 87
python
8.64ms
2.10×
Reported
license unknown · source
amd-mixture-of-experts · submission 31229KernelBot user 266
python
11.3ms
2.76×
Reported
license unknown · source
amd-mixture-of-experts · submission 30990KernelBot user 203
python
11.9ms
2.91×
Reported
license unknown · source
amd-mixture-of-experts · submission 26487KernelBot user 94
python
16.3ms
3.96×
Reported
license unknown · source
amd-mixture-of-experts · submission 26832KernelBot user 472
python
16.4ms
4.00×
Reported
license unknown · source
amd-mixture-of-experts · submission 15074KernelBot user 247
python
13.5ms
3.28×
Reported
license unknown · source
amd-mixture-of-experts · submission 25613KernelBot user 334
python
20.4ms
4.98×
Reported
license unknown · source
amd-mixture-of-experts · submission 31210KernelBot user 255
python
30.5ms
7.42×
Reported
license unknown · source
amd-mixture-of-experts · submission 26254KernelBot user 48
python
24.1ms
5.87×
Reported
license unknown · source
amd-mixture-of-experts · submission 29033KernelBot user 142
python
58.2ms
14.17×
Reported
license unknown · source
amd-mixture-of-experts · submission 28609KernelBot user 395
python
62.5ms
15.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 25695KernelBot user 430
python
200.4ms
48.78×
Reported
license unknown · source
amd-mixture-of-experts · submission 28980KernelBot user 323
python
6.11s
1487.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 28944KernelBot user 169
python
6.12s
1490.45×
Reported
license unknown · source
amd-mixture-of-experts · submission 17038KernelBot user 45
python
6.14s
1495.19×
Reported
license unknown · source
amd-mixture-of-experts · submission 17149KernelBot user 355
python
6.16s
1498.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 16525KernelBot user 216
python
6.16s
1499.29×
Reported
license unknown · source
amd-mixture-of-experts · submission 28832KernelBot user 262
python
6.12s
1489.27×
Reported
license unknown · source
amd-mixture-of-experts · submission 16456KernelBot user 363
python
6.17s
1502.27×
Reported
license unknown · source
amd-mixture-of-experts · submission 23050KernelBot user 25
python
6.20s
1508.63×
Reported
license unknown · source
amd-mixture-of-experts · submission 20508KernelBot user 34
python
6.21s
1510.86×
Reported
license unknown · source
amd-mixture-of-experts · submission 26272KernelBot user 422
python
6.21s
1511.06×
Reported
license unknown · source
amd-mixture-of-experts · submission 12743KernelBot user 3
python
6.20s
1508.13×
Reported
license unknown · source
amd-mixture-of-experts · submission 16304KernelBot user 390
python
6.21s
1511.98×
Reported
license unknown · source
amd-mixture-of-experts · submission 20585KernelBot user 33
python
6.22s
1513.78×
Reported
license unknown · source
amd-mixture-of-experts · submission 12732KernelBot user 193
python
6.22s
1514.18×
Reported
license unknown · source
amd-mixture-of-experts · submission 22778KernelBot user 279
python
6.23s
1516.76×
Reported
license unknown · source
amd-mixture-of-experts · submission 20641KernelBot user 468
python
6.24s
1517.99×
Reported
license unknown · source
amd-mixture-of-experts · submission 20863KernelBot user 353
python
6.24s
1518.67×
Reported
license unknown · source
amd-mixture-of-experts · submission 33455KernelBot user 16
python
6.26s
1523.73×
Reported
license unknown · source
amd-mixture-of-experts · submission 14729KernelBot user 333
python
6.28s
1528.06×
Reported
license unknown · source
amd-mixture-of-experts · submission 30657KernelBot user 352
python
6.28s
1527.72×
Reported
license unknown · source
amd-mixture-of-experts · submission 14895KernelBot user 2
python
6.31s
1536.64×
Reported
license unknown · source
amd-mixture-of-experts · submission 25893KernelBot user 424
python
6.33s
1540.74×
Reported
license unknown · source
amd-mixture-of-experts · submission 24373KernelBot user 294
python
6.46s
1573.27×
Reported
license unknown · source
amd-mixture-of-experts · submission 15535KernelBot user 360
python
6.84s
1665.24×
Reported
license unknown · source
amd-mixture-of-experts · submission 29917KernelBot user 44
python
5.32ms
1.29×
Reported
license unknown · source
amd-mixture-of-experts · submission 29919KernelBot user 44
python
5.31ms
1.29×
Reported
license unknown · source
amd-mixture-of-experts · submission 29927KernelBot user 44
python
5.31ms
1.29×
Reported
license unknown · source
amd-mixture-of-experts · submission 29937KernelBot user 44
python
5.16ms
1.26×
Reported
license unknown · source
amd-mixture-of-experts · submission 29947KernelBot user 44
python
4.93ms
1.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 30027KernelBot user 44
python
4.94ms
1.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 30076KernelBot user 44
python
4.80ms
1.17×
Reported
license unknown · source
amd-mixture-of-experts · submission 30424KernelBot user 44
python
4.72ms
1.15×
Reported
license unknown · source
amd-mixture-of-experts · submission 30429KernelBot user 44
python
4.67ms
1.14×
Reported
license unknown · source
amd-mixture-of-experts · submission 30943KernelBot user 44
python
4.49ms
1.09×
Reported
license unknown · source
amd-mixture-of-experts · submission 30957KernelBot user 44
python
4.30ms
1.05×
Reported
license unknown · source
amd-mixture-of-experts · submission 23963KernelBot user 7
python
699.8ms
170.30×
Reported
license unknown · source
amd-mixture-of-experts · submission 28576KernelBot user 7
python
11.6ms
2.82×
Reported
license unknown · source
amd-mixture-of-experts · submission 28624KernelBot user 7
python
9.99ms
2.43×
Reported
license unknown · source
amd-mixture-of-experts · submission 28629KernelBot user 7
python
9.88ms
2.40×
Reported
license unknown · source
amd-mixture-of-experts · submission 29599KernelBot user 7
python
5.87ms
1.43×
Reported
license unknown · source
amd-mixture-of-experts · submission 29643KernelBot user 7
python
5.37ms
1.31×
Reported
license unknown · source
amd-mixture-of-experts · submission 30161KernelBot user 7
python
4.64ms
1.13×
Reported
license unknown · source
amd-mixture-of-experts · submission 30167KernelBot user 7
python
4.62ms
1.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 30341KernelBot user 7
python
4.60ms
1.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 31032KernelBot user 7
python
4.47ms
1.09×
Reported
license unknown · source
amd-mixture-of-experts · submission 28488KernelBot user 415
python
11.9ms
2.89×
Reported
license unknown · source
amd-mixture-of-experts · submission 29642KernelBot user 415
python
5.46ms
1.33×
Reported
license unknown · source
amd-mixture-of-experts · submission 30338KernelBot user 415
python
4.62ms
1.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 15101KernelBot user 302
python
7.53s
1833.21×
Reported
license unknown · source
amd-mixture-of-experts · submission 23869KernelBot user 302
python
197.7ms
48.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 24451KernelBot user 302
python
9.17ms
2.23×
Reported
license unknown · source
amd-mixture-of-experts · submission 24933KernelBot user 302
python
5.56ms
1.35×
Reported
license unknown · source
amd-mixture-of-experts · submission 24934KernelBot user 302
python
5.65ms
1.37×
Reported
license unknown · source
amd-mixture-of-experts · submission 24936KernelBot user 302
python
5.53ms
1.34×
Reported
license unknown · source
amd-mixture-of-experts · submission 26164KernelBot user 302
python
5.32ms
1.30×
Reported
license unknown · source
amd-mixture-of-experts · submission 26179KernelBot user 302
python
4.93ms
1.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 29858KernelBot user 302
python
4.18ms
1.02×
Reported
license unknown · source
amd-mixture-of-experts · submission 30063KernelBot user 302
python
4.15ms
1.01×
Reported
license unknown · source
amd-mixture-of-experts · submission 23854KernelBot user 376
python
5.24ms
1.27×
Reported
license unknown · source
amd-mixture-of-experts · submission 25943KernelBot user 376
python
4.95ms
1.20×
Reported
license unknown · source
amd-mixture-of-experts · submission 29857KernelBot user 376
python
4.60ms
1.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 30084KernelBot user 376
python
4.60ms
1.12×
Reported
license unknown · source
amd-mixture-of-experts · submission 18298KernelBot user 126
python
6.27s
1525.55×
Reported
license unknown · source
amd-mixture-of-experts · submission 19328KernelBot user 126
python
6.14s
1494.66×
Reported
license unknown · source
amd-mixture-of-experts · submission 19361KernelBot user 126
python
202.1ms
49.19×
Reported
license unknown · source
amd-mixture-of-experts · submission 19659KernelBot user 126
python
202.3ms
49.24×
Reported
license unknown · source
amd-mixture-of-experts · submission 21773KernelBot user 126
python
200.9ms
48.88×
Reported
license unknown · source
amd-mixture-of-experts · submission 21779KernelBot user 126
python
199.9ms
48.66×
Reported
license unknown · source
amd-mixture-of-experts · submission 26152KernelBot user 126
python
5.82ms
1.42×
Reported
license unknown · source
amd-mixture-of-experts · submission 26159KernelBot user 126
python
5.78ms
1.41×
Reported
license unknown · source
amd-mixture-of-experts · submission 29047KernelBot user 126
python
5.65ms
1.37×
Reported
license unknown · source
amd-mixture-of-experts · submission 29220KernelBot user 126
python
5.65ms
1.38×
Reported
license unknown · source
amd-mixture-of-experts · submission 29457KernelBot user 126
python
5.52ms
1.34×
Reported
license unknown · source
amd-mixture-of-experts · submission 20495KernelBot user 160
python
6.30s
1532.44×
Reported
license unknown · source
amd-mixture-of-experts · submission 22002KernelBot user 160
python
4.28s
1042.50×
Reported
license unknown · source
amd-mixture-of-experts · submission 22003KernelBot user 160
python
2.52s
612.89×
Reported
license unknown · source
amd-mixture-of-experts · submission 24971KernelBot user 160
python
7.59ms
1.85×
Reported
license unknown · source
amd-mixture-of-experts · submission 25584KernelBot user 160
python
6.46ms
1.57×
Reported
license unknown · source
amd-mixture-of-experts · submission 25595KernelBot user 160
python
6.42ms
1.56×
Reported
license unknown · source
amd-mixture-of-experts · submission 27552KernelBot user 160
python
6.32ms
1.54×
Reported
license unknown · source
amd-mixture-of-experts · submission 27658KernelBot user 160
python
6.06ms
1.47×
Reported
license unknown · source
amd-mixture-of-experts · submission 27659KernelBot user 160
python
6.00ms
1.46×
Reported
license unknown · source
amd-mixture-of-experts · submission 12986KernelBot user 252
python
6.18s
1502.78×
Reported
license unknown · source
amd-mixture-of-experts · submission 13030KernelBot user 252
python
6.18s
1503.53×
Reported
license unknown · source
amd-mixture-of-experts · submission 28903KernelBot user 252
python
1.63s
396.65×
Reported
license unknown · source
amd-mixture-of-experts · submission 28921KernelBot user 252
python
21.7ms
5.28×
Reported
license unknown · source
amd-mixture-of-experts · submission 28924KernelBot user 252
python
19.1ms
4.64×
Reported
license unknown · source
amd-mixture-of-experts · submission 28926KernelBot user 252
python
17.5ms
4.26×
Reported
license unknown · source
amd-mixture-of-experts · submission 31295KernelBot user 252
python
14.8ms
3.60×
Reported
license unknown · source
amd-mixture-of-experts · submission 31297KernelBot user 252
python
14.2ms
3.45×
Reported
license unknown · source
amd-mixture-of-experts · submission 14057KernelBot user 212
python
7.43s
1807.84×
Reported
license unknown · source
amd-mixture-of-experts · submission 14173KernelBot user 212
python
7.42s
1806.67×
Reported
license unknown · source
amd-mixture-of-experts · submission 15172KernelBot user 212
python
7.17s
1745.01×
Reported
license unknown · source
amd-mixture-of-experts · submission 15412KernelBot user 212
python
1.04s
254.29×
Reported
license unknown · source
amd-mixture-of-experts · submission 15414KernelBot user 212
python
1.04s
252.09×
Reported
license unknown · source
amd-mixture-of-experts · submission 21721KernelBot user 162
python
16.1ms
3.93×
Reported
license unknown · source
Semantics
Inputs and outputs
inputfp16 [bs, seqlen, dhidden]
outputfp16 [bs, seqlen, dhidden]
Axes and behavior
bsvariable
seedvariable
seqlenvariable
dexpertvariable
dhiddenvariable
nroutedexpertsvariable
nsharedexpertsvariable
nexpertspertokenvariable
determinismunspecified
constraintsNo mutation or aliasing
Identity
Sources: GPU MODE KernelBot (2025-08-09) · June 9 Researcher Reciprocity License v1.0last observed 2025-08-09How records are decidedJSON