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FP8 MoE expert linear

33 eligible runs
moe

FP8-quantized MoE expert computation with fused gate-up projection, SiLU activation, and down projection. Uses blockwise FP8 quantization with BlockWise1x128 for activations and BlockWise128x128 for weights.

Fastest reported
93.6µsmean · 85% of SOL
LaserLicense unknown · unknown

Reported evidence · last observed 2026-08-23. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Workloadsuite of 16 cases · mean latencyhidden_size = 3584 · hidden_blocks = 28 · intermediate_size = 2048 · intermediate_blocks = 16 · double_intermediate_size = 4096 · double_intermediate_blocks = 3216 cases

Not measured on H100 for this workload. Challenges →

Source-native comparison · GPU NVIDIA B200 · Workload suite of 16 cases · mean latency · Protocol SOL-ExecBench evaluation stack v1.1 · mean · 22 results · last observed 2026-08-23Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
93.6µs85% SOL
1.00×
Reported · license unknown · no source
2026-08-23

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

no sourcelicense unknownno install recipeRun detail →
2
96.7µs84% SOL
1.03×
Reported · license unknown · no source
2026-08-14

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

no sourcelicense unknownno install recipeRun detail →
3
105.3µs83% SOL
1.13×
Reported · license unknown · no source
2026-08-01

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

no sourcelicense unknownno install recipeRun detail →
4
108.7µs82% SOL
1.16×
Reported · license unknown · no source
2026-08-03

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

no sourcelicense unknownno install recipeRun detail →
5
110.4µs82% SOL
1.18×
Reported · license unknown · no source
2026-08-18

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

no sourcelicense unknownno install recipeRun detail →
6
113.2µs81% SOL
1.21×
Reported · license unknown · no source
2026-08-20

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

no sourcelicense unknownno install recipeRun detail →
7
113.4µs81% SOL
1.21×
Reported · license unknown · no source
2026-08-12

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

no sourcelicense unknownno install recipeRun detail →
8
113.5µs81% SOL
1.21×
Reported · license unknown · no source
2026-08-17

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

no sourcelicense unknownno install recipeRun detail →
9
113.6µs81% SOL
1.21×
Reported · license unknown · no source
2026-08-18

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

no sourcelicense unknownno install recipeRun detail →
10
116.9µs81% SOL
1.25×
Reported · license unknown · no source
2026-07-31

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

no sourcelicense unknownno install recipeRun detail →
11
120.7µs80% SOL
1.29×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →
12
121.6µs80% SOL
1.30×
Reported · license unknown · no source
2026-08-19

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

no sourcelicense unknownno install recipeRun detail →
13
135.0µs78% SOL
1.44×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →
14
138.7µs77% SOL
1.48×
Reported · license unknown · no source
2026-08-07

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

no sourcelicense unknownno install recipeRun detail →
15
149.4µs76% SOL
1.60×
Reported · license unknown · no source
2026-07-19

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

no sourcelicense unknownno install recipeRun detail →
16
150.7µs76% SOL
1.61×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →
17
156.1µs75% SOL
1.67×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →
18
167.3µs73% SOL
1.79×
Reported · license unknown · no source
2026-08-03

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

no sourcelicense unknownno install recipeRun detail →
19
177.4µs72% SOL
1.90×
Reported · license unknown · no source
2026-08-05

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

no sourcelicense unknownno install recipeRun detail →
20
212.8µs68% SOL
2.27×
Reported · license unknown · no source
2026-08-02

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

no sourcelicense unknownno install recipeRun detail →
21
608.8µs41% SOL
6.51×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →
22
2.50ms14% SOL
26.75×
Reported · license unknown · no source
2026-07-10

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

no sourcelicense unknownno install recipeRun detail →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
unknown
93.6µs
1.00×
Reported
license unknown · no source
unknown
110.4µs
1.18×
Reported
license unknown · no source
unknown
116.9µs
1.25×
Reported
license unknown · no source
unknown
119.0µs
1.27×
Reported
license unknown · no source
unknown
129.3µs
1.38×
Reported
license unknown · no source
unknown
149.4µs
1.60×
Reported
license unknown · no source
unknown
121.6µs
1.30×
Reported
license unknown · no source
unknown
135.0µs
1.44×
Reported
license unknown · no source
Show all 33 implementations ›
unknown
138.7µs
1.48×
Reported
license unknown · no source
unknown
96.7µs
1.03×
Reported
license unknown · no source
unknown
105.3µs
1.13×
Reported
license unknown · no source
unknown
108.7µs
1.16×
Reported
license unknown · no source
unknown
212.8µs
2.27×
Reported
license unknown · no source
unknown
245.5µs
2.62×
Reported
license unknown · no source
unknown
608.8µs
6.51×
Reported
license unknown · no source
unknown
2.50ms
26.75×
Reported
license unknown · no source
unknown
149.7µs
1.60×
Reported
license unknown · no source
unknown
594.5µs
6.35×
Reported
license unknown · no source
unknown
2.49ms
26.62×
Reported
license unknown · no source
unknown
113.2µs
1.21×
Reported
license unknown · no source
unknown
113.4µs
1.21×
Reported
license unknown · no source
unknown
113.5µs
1.21×
Reported
license unknown · no source
unknown
113.6µs
1.21×
Reported
license unknown · no source
unknown
120.7µs
1.29×
Reported
license unknown · no source
unknown
149.0µs
1.59×
Reported
license unknown · no source
unknown
150.7µs
1.61×
Reported
license unknown · no source
unknown
156.1µs
1.67×
Reported
license unknown · no source
unknown
157.0µs
1.68×
Reported
license unknown · no source
unknown
167.3µs
1.79×
Reported
license unknown · no source
unknown
177.4µs
1.90×
Reported
license unknown · no source
unknown
182.7µs
1.95×
Reported
license unknown · no source
unknown
199.4µs
2.13×
Reported
license unknown · no source
unknown
2.99ms
32.00×
Reported
license unknown · no source

Semantics

Inputs and outputs
hidden_statesbf16 [num_tokens, hidden_size]
routing_weightbf16 [num_tokens, 1]
gate_up_weightbf16 [double_intermediate_size, hidden_size]
down_weightbf16 [hidden_size, intermediate_size]
outputbf16 [num_tokens, hidden_size]
Axes and behavior
num_tokensvariable
hidden_sizeconstant = 3584
hidden_blockshidden_blocks = hidden_size // 128
intermediate_sizeconstant = 2048
intermediate_blocksintermediate_blocks = intermediate_size // 128
double_intermediate_sizedouble_intermediate_size = intermediate_size * 2
double_intermediate_blocksdouble_intermediate_blocks = double_intermediate_size // 128
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias004_fp8_moe_expert_linearmodelqwen3-vl-30b-a3b-instruct-fp8sha25691f3eea8bad9…
Sources: NVIDIA SOL-ExecBench (2026-08-23)last observed 2026-08-23How records are decidedJSON