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doubleAI

MoE expert parallel execution with weighted aggregation · suite of 16 cases · mean latency · run 01a0352a-cd9e…
●passedReported evidence
Primary measurement
7.05msmean

Rank 8 in its comparison group · source-native comparison · observed 2026-05-21

Compare with #1 →

SOL 0.4529 · 0.91× reference · 4/16 cases faster

Identity
implementationdoubleAI
projectdoubleAI
revisionsubmission-3281
workloadsuite of 16 cases · mean latency
comparison keysha256:43c59bd172ab2cf7…
sourceNVIDIA SOL-ExecBench
external idsubmission/3281
sha256:4b65fd5fce7b38510846b6d…

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 · mean7.05 ms

Protocol

harnessSOL-ExecBench evaluation stack v1.0
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilysol_execbench_leaderboard

Environment

gpuNVIDIA B200 (sm_100)

Artifacts

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Replications and notes

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 7052874
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-05-21T01:03:54.955Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.45293,
          "latency_ms": 7.052874,
          "avg_speedup": 0.9087,
          "fast_1_count": 4,
          "fast_1_total": 16
        },
        "benchmark": "026_moe_expert_parallel_execution_with_weighted_aggregation",
        "externalId": "3281"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:d6e071ccc3492aaf0bd9c21f946ff86c7c03c4a4af192abd470833314872848b",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:3f6e7cdac48becd1606a7a22135e03d3830b96422fcf21c253b2760ecd1d8027"
    },
    "metadata": {
      "name": "sol-submission-3281",
      "title": "doubleAI · 026_moe_expert_parallel_execution_with_weighted_aggregation · B200",
      "labels": {
        "worker": "B200-ext-prod-1877"
      }
    },
    "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",
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        "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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