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Fused gated MLP SiLU

38 eligible runs
mlp

Gated MLP with SiLU activation that fuses gate and up projections into a single linear layer, then splits and applies gated activation before down projection. The pattern is: gate_up_proj -> chunk -> SiLU(gate) * up -> down_proj.

Fastest reported
93.5µsmean · 74% of SOL
DatabricksLicense unknown · unknown

Reported evidence · last observed 2026-07-11. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Workloadsuite of 16 cases · mean latencyhidden_size = 1024 · intermediate_size = 4096 · intermediate_size_x2 = 819216 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 · 26 results · last observed 2026-08-24Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
93.5µs74% SOL
1.00×
Reported · license unknown · no source
2026-07-11

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

no sourcelicense unknownno install recipeRun detail →
2
97.3µs73% SOL
1.04×
Reported · license unknown · no source
2026-07-21

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

no sourcelicense unknownno install recipeRun detail →
3
97.9µs72% SOL
1.05×
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 →
4
99.8µs72% SOL
1.07×
Reported · license unknown · no source
2026-08-24

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

no sourcelicense unknownno install recipeRun detail →
5
100.7µs71% SOL
1.08×
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 →
6
101.3µs71% SOL
1.08×
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 →
7
101.7µs71% SOL
1.09×
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 →
8
101.9µs71% SOL
1.09×
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 →
9
102.0µs71% SOL
1.09×
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 →
10
103.6µs70% SOL
1.11×
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 →
11
107.1µs69% SOL
1.14×
Reported · license unknown · no source
2026-08-24

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

no sourcelicense unknownno install recipeRun detail →
12
107.3µs69% SOL
1.15×
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 →
13
108.1µs69% SOL
1.16×
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 →
14
111.2µs68% SOL
1.19×
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 →
15
113.9µs67% SOL
1.22×
Reported · license unknown · no source
2026-07-12

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

no sourcelicense unknownno install recipeRun detail →
16
118.5µs65% SOL
1.27×
Reported · license unknown · no source
2026-08-11

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

no sourcelicense unknownno install recipeRun detail →
17
118.6µs65% SOL
1.27×
Reported · license unknown · no source
2026-07-12

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

no sourcelicense unknownno install recipeRun detail →
18
120.2µs65% SOL
1.28×
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 →
19
121.6µs65% SOL
1.30×
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 →
20
124.9µs63% SOL
1.34×
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 →
21
129.3µs62% SOL
1.38×
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
132.8µs61% SOL
1.42×
Reported · license unknown · no source
2026-07-27

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

no sourcelicense unknownno install recipeRun detail →
23
145.7µs57% SOL
1.56×
Reported · license unknown · no source
2026-08-06

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

no sourcelicense unknownno install recipeRun detail →
24
146.3µs58% SOL
1.56×
Reported · license unknown · no source
2026-07-17

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

no sourcelicense unknownno install recipeRun detail →
25
183.3µs50% SOL
1.96×
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 →
26
268.9µs38% SOL
2.87×
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
97.9µs
1.05×
Reported
license unknown · no source
unknown
93.5µs
1.00×
Reported
license unknown · no source
unknown
98.8µs
1.06×
Reported
license unknown · no source
unknown
99.8µs
1.07×
Reported
license unknown · no source
unknown
101.9µs
1.09×
Reported
license unknown · no source
unknown
103.6µs
1.11×
Reported
license unknown · no source
unknown
106.4µs
1.14×
Reported
license unknown · no source
unknown
132.8µs
1.42×
Reported
license unknown · no source
Show all 38 implementations ›
unknown
143.4µs
1.53×
Reported
license unknown · no source
unknown
146.3µs
1.57×
Reported
license unknown · no source
unknown
249.1µs
2.67×
Reported
license unknown · no source
unknown
95.5µs
1.02×
Reported
license unknown · no source
unknown
96.6µs
1.03×
Reported
license unknown · no source
unknown
101.3µs
1.08×
Reported
license unknown · no source
unknown
100.7µs
1.08×
Reported
license unknown · no source
unknown
101.7µs
1.09×
Reported
license unknown · no source
unknown
102.0µs
1.09×
Reported
license unknown · no source
unknown
107.3µs
1.15×
Reported
license unknown · no source
unknown
107.1µs
1.15×
Reported
license unknown · no source
unknown
108.1µs
1.16×
Reported
license unknown · no source
unknown
111.2µs
1.19×
Reported
license unknown · no source
unknown
113.9µs
1.22×
Reported
license unknown · no source
unknown
118.5µs
1.27×
Reported
license unknown · no source
unknown
118.6µs
1.27×
Reported
license unknown · no source
unknown
119.4µs
1.28×
Reported
license unknown · no source
unknown
120.2µs
1.29×
Reported
license unknown · no source
unknown
121.6µs
1.30×
Reported
license unknown · no source
unknown
124.9µs
1.34×
Reported
license unknown · no source
unknown
129.3µs
1.38×
Reported
license unknown · no source
unknown
131.1µs
1.40×
Reported
license unknown · no source
unknown
145.7µs
1.56×
Reported
license unknown · no source
unknown
176.0µs
1.88×
Reported
license unknown · no source
unknown
183.3µs
1.96×
Reported
license unknown · no source
unknown
268.9µs
2.88×
Reported
license unknown · no source
unknown
1.86ms
19.89×
Reported
license unknown · no source
unknown
1.88ms
20.11×
Reported
license unknown · no source
unknown
97.3µs
1.04×
Reported
license unknown · no source
unknown
93.5µs
1.00×
Reported
license unknown · no source

Semantics

Inputs and outputs
hidden_statesfp32 [batch_size, seq_len, hidden_size]
gate_up_weightfp32 [intermediate_size_x2, hidden_size]
down_weightfp32 [hidden_size, intermediate_size]
outputfp32 [batch_size, seq_len, hidden_size]
Axes and behavior
seq_lenvariable
batch_sizevariable
hidden_sizeconstant = 1024
intermediate_sizeconstant = 4096
intermediate_size_x2intermediate_size_x2 = intermediate_size * 2
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias074_fused_gated_mlp_silumodelparakeet-tdt-0-6b-v3sha2561bcca84db81a…
Sources: NVIDIA SOL-ExecBench (2026-08-24)last observed 2026-08-24How records are decidedJSON