Run 01a00b1d · KernelIndex

Primary measurement

4.40msmean

Rank 1 in its comparison group · source-native comparison · observed 2026-04-09

12.53× reference

Identity

implementationflashinfer_wrapper_69a524

projectFlashInfer-Bench baselines

revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c

workloadtotal_q = 2601 · num_pages = 3619 · len_indptr = 4 · num_kv_indices = 2601 · bf16

comparison keysha256:50ac43bdb0c650b2…

sourceFlashInfer-Bench

external idtrace/flashinfer_wrapper_69a524/f7c7c310-79f5-46f4-a718-81f5adb5df78

sha256:7b56a5d66d03f20948ae55e…

Correctness

comparatorflashinfer_bench_eval

max absolute error0.000324249267578125

max relative error1760.454345703125

resultpassed

Workload

total_q2601

num_pages3619

len_indptr4

num_kv_indices2601

qbf16 [2601, 16, 128]

k_cachebf16 [3619, 64, 2, 128]

v_cachebf16 [3619, 64, 2, 128]

kv_indptrint32 [4]

qo_indptrint32 [4]

kv_indicesint32 [2601]

kv_last_page_lenint32 [4]

definition comparatorsol_execbench_eval

Measurements

latency · mean4.40 ms

Protocol

harnessflashinfer-bench

timerharness_reported

primaryStatisticmean

correctnessReferencedefinition reference implementation

comparabilityFamilyflashinfer_bench_trace

Environment

gpuNVIDIA B200 (unknown)

cudaToolkit13.0

frameworkpytorch 2.11.0+cu130

Artifacts

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Replications and notes

No attestations yet.

Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 4396731
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-04-09T15:29:45.200Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.000324249267578125,
        "maximumRelativeError": 1760.454345703125
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 4.396730740865071,
          "speedup_factor": 12.530817366510497,
          "reference_latency_ms": 55.0946299235026
        },
        "benchmark": "gqa_paged_prefill_causal_h16_kv2_d128_ps64"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:ec3f50441db74c0459d658a3f780db5f6a7f2af9f1019fe472a5a9c7cd074d7b",
      "environmentDigest": "sha256:83c9b6e78d493927f18878d57448d9a0d2221a70840b562455b2665a2897ba19",
      "implementationDigest": "sha256:91bbf8de81da85fbded4c8d7049b3d3de10dddfb3226d1299660eee785307ac7"
    },
    "metadata": {
      "name": "sol-trace-gqa-paged-prefill-causal-h16-kv2-d128-ps64-f7c7c310",
      "title": "flashinfer_wrapper_69a524 · gqa_paged_prefill_causal_h16_kv2_d128_ps64"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "protocol": {
    "kind": "BenchmarkProtocol",
    "spec": {
      "harness": {
        "name": "flashinfer-bench",
        "repository": "https://github.com/flashinfer-ai/flashinfer-bench"
      },
      "correctness": {
        "reference": "definition reference implementation",
        "comparator": "flashinfer_bench_eval"
      },
      "measurement": {
        "timer": "harness_reported",
        "primaryStatistic": "mean"
      },
      "comparability": {
        "family": "flashinfer_bench_trace"
      }
    },
    "metadata": {
      "name": "flashinfer-bench-trace",
      "title": "FlashInfer-Bench trace harness"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "environment": {
    "kind": "ExecutionEnvironment",
    "spec": {
      "hardware": {
        "vendor": "nvidia",
        "product": "NVIDIA B200",
        "architecture": "unknown"
      },
      "software": {
        "framework": {
          "name": "pytorch",
          "version": "2.11.0+cu130"
        },
        "libraries": {
          "triton": "3.6.0"
        },
        "cudaToolkit": "13.0"
      }
    },
    "metadata": {
      "name": "sol-trace-nvidia-b200-2-11-0-cu130-3-6-0-13-0",
      "title": "NVIDIA B200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}

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Published 2026-08-16 · FlashInfer-Bench · Apache-2.0All results for GQA paged prefill causal h16 kv2 d128 ps64 →JSON

flashinfer / wrapper69a524