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Decoder layer full block

28 eligible runs
decoder

Complete Qwen3 decoder layer block fusing: input RMSNorm -> QKV projection with QK norm -> RoPE -> GQA attention -> output projection -> residual -> post-attention RMSNorm -> SwiGLU MLP -> final residual. Hidden size 5120, 40 query heads, 8 KV heads, head dim 128, intermediate size 17408.

Fastest reported
877.8µsmean · 70% of SOL
ac4kLicense unknown · unknown

Reported evidence · last observed 2026-07-17. Reported by source; not independently reproduced. No public source. License unknown.

No public sourceRun detail →

Current records

Workloadsuite of 16 cases · mean latencyhead_dim = 128 · hidden_size = 5120 · half_head_dim = 64 · intermediate_size = 17408 · num_attention_heads = 40 · num_key_value_heads = 8 · num_heads_x_head_dim = 5120 · num_kv_heads_x_head_dim = 102416 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 · 21 results · last observed 2026-08-21Record history →
#
Implementation
Latency
vs #1
Trust
Observed
1
877.8µs70% SOL
1.00×
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 →
2
883.1µs69% SOL
1.01×
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 →
3
907.8µs65% SOL
1.03×
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 →
4
923.0µs64% SOL
1.05×
Reported · license unknown · no source
2026-07-24

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

no sourcelicense unknownno install recipeRun detail →
5
925.0µs68% SOL
1.05×
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 →
6
936.6µs65% SOL
1.07×
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
946.9µs63% SOL
1.08×
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 →
8
979.0µs63% SOL
1.12×
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 →
9
1.01ms59% SOL
1.15×
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 →
10
1.03ms58% SOL
1.17×
Reported · license unknown · no source
2026-07-20

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

no sourcelicense unknownno install recipeRun detail →
11
1.05ms57% SOL
1.19×
Reported · license unknown · no source
2026-07-13

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

no sourcelicense unknownno install recipeRun detail →
12
1.09ms55% SOL
1.25×
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 →
13
1.13ms52% SOL
1.28×
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 →
14
1.16ms53% SOL
1.32×
Reported · license unknown · no source
2026-07-30

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

no sourcelicense unknownno install recipeRun detail →
15
1.27ms47% SOL
1.45×
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
1.29ms46% SOL
1.47×
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 →
17
1.32ms45% SOL
1.51×
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 →
18
1.40ms43% SOL
1.59×
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 →
19
1.42ms42% SOL
1.62×
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
1.42ms41% SOL
1.62×
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 →
21
1.51ms39% SOL
1.71×
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 →

Implementations

Implementation
Runtime
Best latency
Evidence
Availability
unknown
925.0µs
1.09×
Reported
license unknown · no source
unknown
914.4µs
1.08×
Reported
license unknown · no source
unknown
907.8µs
1.07×
Reported
license unknown · no source
unknown
923.0µs
1.09×
Reported
license unknown · no source
unknown
979.0µs
1.15×
Reported
license unknown · no source
unknown
946.9µs
1.11×
Reported
license unknown · no source
unknown
1.22ms
1.43×
Reported
license unknown · no source
unknown
1.22ms
1.44×
Reported
license unknown · no source
Show all 28 implementations ›
unknown
1.29ms
1.52×
Reported
license unknown · no source
unknown
936.6µs
1.10×
Reported
license unknown · no source
unknown
1.01ms
1.19×
Reported
license unknown · no source
unknown
1.03ms
1.21×
Reported
license unknown · no source
unknown
1.05ms
1.23×
Reported
license unknown · no source
unknown
1.07ms
1.25×
Reported
license unknown · no source
unknown
1.09ms
1.29×
Reported
license unknown · no source
unknown
1.16ms
1.37×
Reported
license unknown · no source
unknown
1.13ms
1.33×
Reported
license unknown · no source
unknown
1.27ms
1.50×
Reported
license unknown · no source
unknown
1.32ms
1.56×
Reported
license unknown · no source
unknown
1.31ms
1.54×
Reported
license unknown · no source
unknown
1.40ms
1.64×
Reported
license unknown · no source
unknown
1.42ms
1.67×
Reported
license unknown · no source
unknown
1.42ms
1.68×
Reported
license unknown · no source
unknown
1.51ms
1.77×
Reported
license unknown · no source
unknown
2.15ms
2.54×
Reported
license unknown · no source
unknown
849.4µs
1.00×
Reported
license unknown · no source
unknown
877.8µs
1.03×
Reported
license unknown · no source
unknown
883.1µs
1.04×
Reported
license unknown · no source

Semantics

Inputs and outputs
hidden_statesbf16 [batch_size, seq_len, hidden_size]
position_idsint64 [batch_size, seq_len]
attention_maskbf16 [batch_size, 1, seq_len, seq_len]
input_layernorm_weightbf16 [hidden_size]
q_proj_weightbf16 [num_heads_x_head_dim, hidden_size]
k_proj_weightbf16 [num_kv_heads_x_head_dim, hidden_size]
v_proj_weightbf16 [num_kv_heads_x_head_dim, hidden_size]
q_norm_weightbf16 [head_dim]
k_norm_weightbf16 [head_dim]
o_proj_weightbf16 [hidden_size, num_heads_x_head_dim]
post_attention_layernorm_weightbf16 [hidden_size]
gate_proj_weightbf16 [intermediate_size, hidden_size]
up_proj_weightbf16 [intermediate_size, hidden_size]
down_proj_weightbf16 [hidden_size, intermediate_size]
inv_freqfp32 [half_head_dim]
rms_norm_epsfp32 scalar
attention_scalefp32 scalar
outputbf16 [batch_size, seq_len, hidden_size]
Axes and behavior
seq_lenvariable
head_dimconstant = 128
batch_sizevariable
hidden_sizeconstant = 5120
half_head_dimhalf_head_dim = head_dim // 2
intermediate_sizeconstant = 17408
num_attention_headsconstant = 40
num_key_value_headsconstant = 8
num_heads_x_head_dimnum_heads_x_head_dim = num_attention_heads * head_dim
num_kv_heads_x_head_dimnum_kv_heads_x_head_dim = num_key_value_heads * head_dim
determinismunspecified
constraintsNo mutation or aliasing
Identity
alias059_decoder_layer_full_blockmodelqwen3-14b-nvfp4sha2565f5eff5acb76…
Sources: NVIDIA SOL-ExecBench (2026-08-21)last observed 2026-08-21How records are decidedJSON