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FP8 vision attention QKV projection

24 eligible runs
vision

FP8-quantized QKV projection for vision transformer attention. Projects vision hidden states to query, key, and value tensors using a single fused linear layer with blockwise FP8 quantization (BlockWise1x128 for activations, BlockWise128x128 for weights).

Fastest reported
29.5µsmean · 74% of SOL
RIAC as wellLicense unknown · unknown

Reported evidence · last observed 2026-08-19. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Workloadsuite of 16 cases · mean latencyhead_dim = 96 · num_heads = 16 · hidden_size = 1536 · qkv_out_features = 460816 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 · 17 results · last observed 2026-08-23Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
29.5µs74% SOL
1.00×
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 →
2
34.5µs70% SOL
1.17×
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 →
3
35.2µs70% 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 →
4
35.8µs69% SOL
1.21×
Reported · license unknown · no source
2026-08-21

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

no sourcelicense unknownno install recipeRun detail →
5
36.8µs69% SOL
1.25×
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 →
6
37.5µs68% SOL
1.27×
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 →
7
38.6µs68% SOL
1.31×
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
39.3µs67% SOL
1.33×
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 →
9
39.5µs67% 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 →
10
39.6µs67% SOL
1.34×
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 →
11
39.9µs67% SOL
1.35×
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 →
12
59.7µs56% SOL
2.02×
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
60.2µs56% SOL
2.04×
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 →
14
62.4µs55% SOL
2.12×
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 →
15
71.0µs51% SOL
2.40×
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 →
16
82.2µs47% SOL
2.78×
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
92.5µs44% SOL
3.13×
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 →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
unknown
33.2µs
1.13×
Reported
license unknown · no source
unknown
34.5µs
1.17×
Reported
license unknown · no source
unknown
35.2µs
1.19×
Reported
license unknown · no source
unknown
29.5µs
1.00×
Reported
license unknown · no source
unknown
35.8µs
1.21×
Reported
license unknown · no source
unknown
37.5µs
1.27×
Reported
license unknown · no source
unknown
38.4µs
1.30×
Reported
license unknown · no source
unknown
39.9µs
1.35×
Reported
license unknown · no source
Show all 24 implementations ›
unknown
82.1µs
2.78×
Reported
license unknown · no source
unknown
36.8µs
1.25×
Reported
license unknown · no source
unknown
38.6µs
1.31×
Reported
license unknown · no source
unknown
39.5µs
1.34×
Reported
license unknown · no source
unknown
39.3µs
1.33×
Reported
license unknown · no source
unknown
39.6µs
1.34×
Reported
license unknown · no source
unknown
49.9µs
1.69×
Reported
license unknown · no source
unknown
58.5µs
1.98×
Reported
license unknown · no source
unknown
59.7µs
2.02×
Reported
license unknown · no source
unknown
60.2µs
2.04×
Reported
license unknown · no source
unknown
60.7µs
2.06×
Reported
license unknown · no source
unknown
62.4µs
2.12×
Reported
license unknown · no source
unknown
71.0µs
2.40×
Reported
license unknown · no source
unknown
82.2µs
2.78×
Reported
license unknown · no source
unknown
92.5µs
3.13×
Reported
license unknown · no source
unknown
594.9µs
20.15×
Reported
license unknown · no source

Semantics

Inputs and outputs
hidden_statesbf16 [seq_len, hidden_size]
qkv_weightbf16 [qkv_out_features, hidden_size]
qkv_biasbf16 [qkv_out_features]
query_statesbf16 [seq_len, num_heads, head_dim]
key_statesbf16 [seq_len, num_heads, head_dim]
value_statesbf16 [seq_len, num_heads, head_dim]
Axes and behavior
seq_lenvariable
head_dimconstant = 96
num_headsconstant = 16
hidden_sizeconstant = 1536
qkv_out_featuresqkv_out_features = 3 * num_heads * head_dim
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias007_fp8_vision_attention_qkv_projectionmodelqwen3-vl-30b-a3b-instruct-fp8sha256642ce7b4a901…
Sources: NVIDIA SOL-ExecBench (2026-08-23)last observed 2026-08-23How records are decidedJSON