Bob Huang
Attention output projection with residual · suite of 16 cases · mean latency · run 01a0352b-8c6b…
●passedReported evidence
Primary measurement
68.7µsmean
Rank 72 in its comparison group · source-native comparison · observed 2026-04-14
SOL 0.2335 · 0.52× reference · 0/16 cases faster
Identity
implementationBob Huang
projectBob Huang
revisionsubmission-202
workloadsuite of 16 cases · mean latency
comparison keysha256:0cad503f98e3fb53…
sourceNVIDIA SOL-ExecBench
external idsubmission/202
sha256:0a2148e2d3a264dc3bedd4b…
Correctness
Marked passed by the source; the correctness policy was not published.
Workload
definition comparatorsol_execbench_eval
descriptionCorrectness must pass on every case in the SOL evaluation stack.
Measurements
latency · mean68.7 µs
Protocol
harnessSOL-ExecBench evaluation stack v1.0
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilysol_execbench_leaderboard
Environment
gpuNVIDIA B200 (sm_100)
Artifacts
No artifacts published with this run.
Replications and notes
No attestations yet.
Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.
Add a reproduction or note
Canonical manifest
Show manifestHide manifest
{
"run": {
"kind": "BenchmarkRun",
"spec": {
"status": "passed",
"timing": {
"latencyNs": {
"mean": 68719
},
"primaryStatistic": "mean"
},
"observedAt": "2026-04-14T23:39:27.393Z",
"sourceNative": {
"source": "sol-execbench",
"metrics": {
"sol_score": 0.233465,
"latency_ms": 0.068719,
"avg_speedup": 0.5248,
"fast_1_count": 0,
"fast_1_total": 16
},
"benchmark": "030_attention_output_projection_with_residual",
"externalId": "202"
},
"protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
"workloadDigest": "sha256:49375d85f922eabf8de3f8a7dc1adaf3f874a13df367f89b52d71ca2eceb0619",
"environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
"implementationDigest": "sha256:25a0f0954150d1f98f0d034dda94842e65ba91b2e68c39adab7a297a69873327"
},
"metadata": {
"name": "sol-submission-202",
"title": "Bob Huang · 030_attention_output_projection_with_residual · B200",
"labels": {
"worker": "B200-ext-prod-1513"
}
},
"apiVersion": "kernelindex.dev/v1alpha1"
},
"protocol": {
"kind": "BenchmarkProtocol",
"spec": {
"harness": {
"name": "SOL-ExecBench evaluation stack",
"version": "v1.0"
},
"correctness": {
"reference": "definition reference implementation",
"comparator": "sol_execbench_eval"
},
"measurement": {
"timer": "harness_reported",
"primaryStatistic": "mean"
},
"comparability": {
"notes": "Suite-mean latency and SOL-Score as published by the SOL-ExecBench leaderboard. Comparable only within one definition, GPU type, and evaluation stack version.",
"family": "sol_execbench_leaderboard"
}
},
"metadata": {
"name": "sol-execbench-leaderboard-v1-0",
"title": "SOL-ExecBench evaluation stack v1.0"
},
"apiVersion": "kernelindex.dev/v1alpha1"
},
"environment": {
"kind": "ExecutionEnvironment",
"spec": {
"hardware": {
"vendor": "nvidia",
"product": "NVIDIA B200",
"architecture": "sm_100"
},
"software": {
"libraries": {
"evaluation_stack": "v1.0"
}
}
},
"metadata": {
"name": "sol-execbench-b200-v1-0",
"title": "SOL-ExecBench NVIDIA B200, stack v1.0"
},
"apiVersion": "kernelindex.dev/v1alpha1"
}
}Cite this record (permalink, digest, access date)
Report an issue with this run
Published 2026-08-24 · NVIDIA SOL-ExecBenchAll results for Attention output projection with residual →JSON