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Recursive

GQA ragged prefill causal h32 kv8 d128 · suite of 21 cases · mean latency · run 01a03529-99ce…
●passedReported evidence
Primary measurement
8.93µsmean

Rank 2 in its comparison group · source-native comparison · observed 2026-06-06

Compare with #1 →

SOL 0.9078 · 15.43× reference · 21/21 cases faster

Identity
implementationRecursive
projectRecursive
revisionsubmission-6589
workloadsuite of 21 cases · mean latency
comparison keysha256:8a4500d04ca2cea4…
sourceNVIDIA SOL-ExecBench
external idsubmission/6589
sha256:0ad223fb004189fd679cfa4…

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 · mean8.93 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": 8934
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-06-06T13:10:33.716Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.907818,
          "latency_ms": 0.008934,
          "avg_speedup": 15.4277,
          "fast_1_count": 21,
          "fast_1_total": 21
        },
        "benchmark": "017_gqa_ragged_prefill_causal_h32_kv8_d128",
        "externalId": "6589"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:f03c1822be643806ed29f8aeab088a8760d2f73533de5861d87d249847f54285",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:d9d189e15ed272e1b9dba38e6ac9af30c4f5bf7ef216f3f609b948ce0504a03f"
    },
    "metadata": {
      "name": "sol-submission-6589",
      "title": "Recursive · 017_gqa_ragged_prefill_causal_h32_kv8_d128 · B200",
      "labels": {
        "worker": "B200-ext-prod-2527"
      }
    },
    "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 kv8 d128 →JSON