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Amir M. Mir | SF Tensor

Multimodal RoPE position computation with grid based indexing · suite of 16 cases · mean latency · run 01a0352a-92b6…
●passedReported evidence
Primary measurement
5.86µsmean

Rank 4 in its comparison group · source-native comparison · observed 2026-06-18

Compare with #1 →

SOL 0.9785 · 38.61× reference · 16/16 cases faster

Identity
implementationAmir M. Mir | SF Tensor
projectAmir M. Mir | SF Tensor
revisionsubmission-9298
workloadsuite of 16 cases · mean latency
comparison keysha256:6b2437c68ce5507c…
sourceNVIDIA SOL-ExecBench
external idsubmission/9298
sha256:973be9727e02533eeaef940…

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 · mean5.86 µs

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": 5860
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-06-18T19:28:06.047Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.978487,
          "latency_ms": 0.00586,
          "avg_speedup": 38.6143,
          "fast_1_count": 16,
          "fast_1_total": 16
        },
        "benchmark": "023_multimodal_rope_position_computation_with_grid_based_indexing",
        "externalId": "9298"
      },
      "protocolDigest": "sha256:2964c5c4ed9cb0dcdc0f74674035bc71bf5e66620939e38441060f76434ed3e5",
      "workloadDigest": "sha256:0e6070edb0d8ee04c1956b7ea200bcf92622b0ce6305b377fae8c4c416958fa0",
      "environmentDigest": "sha256:5296c820e166474e590abb1beaf7728cdfe0a4bde9bf55f8966a40f4f5401621",
      "implementationDigest": "sha256:718a9a0c032c83d0226a6b7b8ac608771c534433e9a77eed602f1f2dc4f716a5"
    },
    "metadata": {
      "name": "sol-submission-9298",
      "title": "Amir M. Mir | SF Tensor · 023_multimodal_rope_position_computation_with_grid_based_indexing · 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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