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Recursive

NVFP4 MoE routing with topk selection · suite of 16 cases · mean latency · run 01a0352c-4b8a…
●passedReported evidence
Primary measurement
36.8µsmean

Rank 1 in its comparison group · source-native comparison · observed 2026-06-06

SOL 0.9440 · 14.75× reference · 16/16 cases faster

Identity
implementationRecursive
projectRecursive
revisionsubmission-6565
workloadsuite of 16 cases · mean latency
comparison keysha256:c2f25184dad0c888…
sourceNVIDIA SOL-ExecBench
external idsubmission/6565
sha256:c52f354c77f4400dcef70f4…

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 · mean36.8 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": 36787
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-06-06T09:05:23.528Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.943972,
          "latency_ms": 0.036787,
          "avg_speedup": 14.748,
          "fast_1_count": 16,
          "fast_1_total": 16
        },
        "benchmark": "033_nvfp4_moe_routing_with_topk_selection",
        "externalId": "6565"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:5548746c3d0be9964fc20e54e2426c2c2ff62309ace5dae8ae4f4e680fd4670a",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:d00440ed0cbb9ed4c4db8ed742780de3d2e75dd11559d994948eb36630d6272c"
    },
    "metadata": {
      "name": "sol-submission-6565",
      "title": "Recursive · 033_nvfp4_moe_routing_with_topk_selection · 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 NVFP4 MoE routing with topk selection →JSON