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Amir M. Mir | SF Tensor

GQA ragged prefill causal h32 kv4 d128 · suite of 15 cases · mean latency · run 01a0352c-9c86…
●passedReported evidence
Primary measurement
25.2µsmean

Rank 10 in its comparison group · source-native comparison · observed 2026-05-23

Compare with #1 →

SOL 0.7856 · 5.18× reference · 15/15 cases faster

Identity
implementationAmir M. Mir | SF Tensor
projectAmir M. Mir | SF Tensor
revisionsubmission-3731
workloadsuite of 15 cases · mean latency
comparison keysha256:86abacff438b122c…
sourceNVIDIA SOL-ExecBench
external idsubmission/3731
sha256:f8f71ef2cd6f1a31fb9f7c2…

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 · mean25.2 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

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 25165
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-05-23T08:16:26.643Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.785643,
          "latency_ms": 0.025165,
          "avg_speedup": 5.1765,
          "fast_1_count": 15,
          "fast_1_total": 15
        },
        "benchmark": "016_gqa_ragged_prefill_causal_h32_kv4_d128",
        "externalId": "3731"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:78d00d53300a023c28261a7853aec0404ab5b70a3b3f3ba483716876845f80ec",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:191629c96da51aded8ecf857f40fea95005fed57c7ea24fa4864c67d7cd929e4"
    },
    "metadata": {
      "name": "sol-submission-3731",
      "title": "Amir M. Mir | SF Tensor · 016_gqa_ragged_prefill_causal_h32_kv4_d128 · B200",
      "labels": {
        "worker": "B200-ext-prod-2178"
      }
    },
    "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"
  }
}
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Published 2026-08-24 · NVIDIA SOL-ExecBenchAll results for GQA ragged prefill causal h32 kv4 d128 →JSON