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qwen3-omni-30b-a3b-instruct

best known per operation on the selected GPU
5 operations · 4 families · 144 eligible runs
GPUNVIDIA B200144

0 of 5 operations have a usable best known on NVIDIA B200 · 5 without one

Best known on NVIDIA B200

Operation · workload
Best known
Record
Trust
Observed
audio2 operations
Audio encoder varlen attention with chunking backwardsuite of 16 cases
Amir M. Mir | SF Tensornot usable
64.9µs
Reported · license unknown · no source
2026-08-22

No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 19 more entries in this cohort.

no sourcelicense unknownno install recipeCohort on the operation page →Run detail →
Audio sinusoidal position embedding with conv projectionsuite of 16 cases
Amir M. Mir | SF Tensornot usable
337.4µs
Reported · license unknown · no source
2026-07-24

No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 17 more entries in this cohort.

no sourcelicense unknownno install recipeCohort on the operation page →Run detail →
rope1 operation
Vision 3d rotary embedding with spatial merge indexing backwardsuite of 16 cases
RIAC as wellnot usable
10.9µs
Reported · license unknown · no source
2026-08-20

No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 16 more entries in this cohort.

no sourcelicense unknownno install recipeCohort on the operation page →Run detail →
mlp1 operation
Vision patch merger spatial shuffle MLPsuite of 15 cases
Recursivenot usable
144.2µs
Reported · license unknown · no source
2026-07-10

No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 14 more entries in this cohort.

no sourcelicense unknownno install recipeCohort on the operation page →Run detail →
moe1 operation
MoE expert MLP with load balancingsuite of 16 cases
Geometricnot usable
713.5µs
Reported · license unknown · no source
2026-08-16

No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 19 more entries in this cohort.

no sourcelicense unknownno install recipeCohort on the operation page →Run detail →

Coverage gaps on NVIDIA B200

Operation
Family
Status
Audio encoder varlen attention with chunking backward
audio
measured · no usable entry (no public source, no install recipe, license unknown)
Audio sinusoidal position embedding with conv projection
audio
measured · no usable entry (no public source, no install recipe, license unknown)
Vision 3d rotary embedding with spatial merge indexing backward
rope
measured · no usable entry (no public source, no install recipe, license unknown)
Vision patch merger spatial shuffle MLP
mlp
measured · no usable entry (no public source, no install recipe, license unknown)
MoE expert MLP with load balancing
moe
measured · no usable entry (no public source, no install recipe, license unknown)

No eligible evidence yet for these operations. Challenges →

Sources: NVIDIA SOL-ExecBench (2026-08-23)How comparison worksJSON