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FP8 vision attention output projection

20 eligible runs
vision

FP8-quantized vision attention output projection that combines multi-head attention outputs back to hidden dimension. Projects concatenated attention outputs from all heads through a linear layer with blockwise FP8 quantization (1x128 for activation, 128x128 for weight).

Fastest reported
17.3µsmean · 84% of SOL
Amir M. Mir | SF TensorLicense unknown · unknown

Reported evidence · last observed 2026-08-20. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Source-native comparison · GPU NVIDIA B200 · Workload suite of 16 cases · mean latency · Protocol SOL-ExecBench evaluation stack v1.1 · mean · 14 results · last observed 2026-08-20Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
17.3µs84% SOL
1.00×
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 →
2
17.6µs83% SOL
1.02×
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 →
3
17.8µs83% SOL
1.03×
Reported · license unknown · no source
2026-08-04

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

no sourcelicense unknownno install recipeRun detail →
4
18.1µs83% SOL
1.04×
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 →
5
18.4µs83% SOL
1.06×
Reported · license unknown · no source
2026-08-10

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

no sourcelicense unknownno install recipeRun detail →
6
20.4µs81% SOL
1.18×
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
20.7µs81% SOL
1.20×
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 →
8
21.1µs80% SOL
1.22×
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 →
9
23.2µs79% SOL
1.34×
Reported · license unknown · no source
2026-08-04

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

no sourcelicense unknownno install recipeRun detail →
10
23.2µs79% SOL
1.34×
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 →
11
25.1µs77% SOL
1.45×
Reported · license unknown · no source
2026-07-18

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

no sourcelicense unknownno install recipeRun detail →
12
28.3µs75% SOL
1.63×
Reported · license unknown · no source
2026-07-25

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

no sourcelicense unknownno install recipeRun detail →
13
28.6µs75% SOL
1.65×
Reported · license unknown · no source
2026-07-23

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

no sourcelicense unknownno install recipeRun detail →
14
51.6µs61% SOL
2.98×
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
17.8µs
1.03×
Reported
license unknown · no source
unknown
18.1µs
1.04×
Reported
license unknown · no source
unknown
18.4µs
1.06×
Reported
license unknown · no source
unknown
17.3µs
1.00×
Reported
license unknown · no source
unknown
17.6µs
1.02×
Reported
license unknown · no source
unknown
20.0µs
1.15×
Reported
license unknown · no source
unknown
21.1µs
1.22×
Reported
license unknown · no source
unknown
25.1µs
1.45×
Reported
license unknown · no source
Show all 20 implementations ›
unknown
50.5µs
2.91×
Reported
license unknown · no source
unknown
20.0µs
1.15×
Reported
license unknown · no source
unknown
20.4µs
1.18×
Reported
license unknown · no source
unknown
20.7µs
1.20×
Reported
license unknown · no source
unknown
21.4µs
1.23×
Reported
license unknown · no source
unknown
23.2µs
1.34×
Reported
license unknown · no source
unknown
23.2µs
1.34×
Reported
license unknown · no source
unknown
25.8µs
1.49×
Reported
license unknown · no source
unknown
28.3µs
1.63×
Reported
license unknown · no source
unknown
28.6µs
1.65×
Reported
license unknown · no source
unknown
51.6µs
2.98×
Reported
license unknown · no source
unknown
171.0µs
9.85×
Reported
license unknown · no source

Semantics

Inputs and outputs
attn_outputbf16 [seq_len, hidden_size]
weightbf16 [hidden_size, hidden_size]
scale_attnfp32 [seq_len, num_hidden_blocks]
scale_weightfp32 [num_hidden_blocks, num_hidden_blocks]
outputbf16 [seq_len, hidden_size]
Axes and behavior
seq_lenvariable
hidden_sizeconstant = 1280
num_hidden_blocksnum_hidden_blocks = hidden_size // 128
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias006_fp8_vision_attention_output_projectionmodelqwen3-vl-30b-a3b-instruct-fp8sha256c9b4ce24404a…
Sources: NVIDIA SOL-ExecBench (2026-08-20)last observed 2026-08-20How records are decidedJSON