Run 01a0352c · KernelIndex

Primary measurement

8.46msmean

Rank 4 in its comparison group · source-native comparison · observed 2026-05-14

Compare with #1 →

SOL 0.6066 · 1.56× reference · 16/16 cases faster

Identity

implementationAmir M. Mir | SF Tensor

projectAmir M. Mir | SF Tensor

revisionsubmission-2892

workloadsuite of 16 cases · mean latency

comparison keysha256:f36e31e334ca8e35…

sourceNVIDIA SOL-ExecBench

external idsubmission/2892

sha256:fb420094037c1f172630f20…

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 · mean8.46 ms

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

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 8464360
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-05-14T10:58:13.372Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.606561,
          "latency_ms": 8.46436,
          "avg_speedup": 1.5645,
          "fast_1_count": 16,
          "fast_1_total": 16
        },
        "benchmark": "031_nvfp4_grouped_query_attention_with_kv_repeat",
        "externalId": "2892"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:f6b03164ca73bb335272d74ad8fffd90ff5817a6ce060d2210a95c202e857ed1",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:2b214f9fe3d442131da93eb9eb9da25219e412c04bdcbba1465444aecf9f3ddd"
    },
    "metadata": {
      "name": "sol-submission-2892",
      "title": "Amir M. Mir | SF Tensor · 031_nvfp4_grouped_query_attention_with_kv_repeat · B200",
      "labels": {
        "worker": "B200-ext-prod-1720"
      }
    },
    "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": {
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  "environment": {
    "kind": "ExecutionEnvironment",
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        }
      }
    },
    "metadata": {
      "name": "sol-execbench-b200-v1-0",
      "title": "SOL-ExecBench NVIDIA B200, stack v1.0"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}

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Published 2026-08-24 · NVIDIA SOL-ExecBenchAll results for NVFP4 grouped query attention with KV repeat →JSON