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Amir M. Mir | SF Tensor

Attention QKV projection with GQA reshape · suite of 16 cases · mean latency · run 01a0352a-1d99…
●passedReported evidence
Primary measurement
32.3µsmean

Rank 16 in its comparison group · source-native comparison · observed 2026-07-10

Compare with #1 →

SOL 0.6001 · 1.33× reference · 16/16 cases faster

Identity
implementationAmir M. Mir | SF Tensor
projectAmir M. Mir | SF Tensor
revisionsubmission-21015
workloadsuite of 16 cases · mean latency
comparison keysha256:61617e377da46745…
sourceNVIDIA SOL-ExecBench
external idsubmission/21015
sha256:cc001bf2e68155799a422e4…

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 · mean32.3 µs

Protocol

harnessSOL-ExecBench evaluation stack v1.1
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": 32310
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-07-10T09:53:20.577Z",
      "sourceNative": {
        "source": "sol-execbench",
        "metrics": {
          "sol_score": 0.600053,
          "latency_ms": 0.03231,
          "avg_speedup": 1.3349,
          "fast_1_count": 16,
          "fast_1_total": 16
        },
        "benchmark": "055_attention_qkv_projection_with_gqa_reshape",
        "externalId": "21015"
      },
      "protocolDigest": "sha256:6383f62490dad270ad2146a94f67b48fba5cfcbc0b9b180f02665c69cc4433a0",
      "workloadDigest": "sha256:776a22fbe6557e12fed8a326f0079adaed91aa9431e50def85601ca28e3b4e15",
      "environmentDigest": "sha256:f304afb2fedab4bbeadf8ac36a990ff517ab6e824dfe5a3ee0fe46259ff5e39f",
      "implementationDigest": "sha256:3b5a5e4f4f0e02222659fda752f09d9a6a0f6536f52052bca66c45a51025dc4a"
    },
    "metadata": {
      "name": "sol-submission-21015",
      "title": "Amir M. Mir | SF Tensor · 055_attention_qkv_projection_with_gqa_reshape · B200",
      "labels": {
        "worker": "external-prod-b200-modal-1"
      }
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "protocol": {
    "kind": "BenchmarkProtocol",
    "spec": {
      "harness": {
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      },
      "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": {
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  "environment": {
    "kind": "ExecutionEnvironment",
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      "title": "SOL-ExecBench NVIDIA B200, stack v1.1"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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Published 2026-08-24 · NVIDIA SOL-ExecBenchAll results for Attention QKV projection with GQA reshape →JSON