Run 01a00b1d · KernelIndex

Primary measurement

171.3µsmean

Rank 1 in its comparison group · source-native comparison · observed 2026-04-12

453.86× reference

Identity

implementationflashinfer_wrapper_8d9ac8

projectFlashInfer-Bench baselines

revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c

workloadnum_pages = 26451 · batch_size = 58 · len_indptr = 59 · num_kv_indices = 18867 · bf16

comparison keysha256:072c4087c98419b4…

sourceFlashInfer-Bench

external idtrace/flashinfer_wrapper_8d9ac8/2842bdbd-89a3-426f-bfd9-454b32dc3a4a

sha256:1437a6dd54e7e3be9169e3c…

Correctness

comparatorflashinfer_bench_eval

max absolute error0.015625

max relative error69.18616485595703

resultpassed

Workload

num_pages26451

batch_size58

len_indptr59

num_kv_indices18867

qbf16 [58, 5, 128]

k_cachebf16 [26451, 1, 1, 128]

v_cachebf16 [26451, 1, 1, 128]

kv_indptrint32 [59]

kv_indicesint32 [18867]

definition comparatorsol_execbench_eval

Measurements

latency · mean171.3 µs

Protocol

harnessflashinfer-bench

timerharness_reported

primaryStatisticmean

correctnessReferencedefinition reference implementation

comparabilityFamilyflashinfer_bench_trace

Environment

gpuNVIDIA GB200 (unknown)

cudaToolkit13.0

frameworkpytorch 2.9.1+cu130

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": 171275
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-04-12T10:58:17.323Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.015625,
        "maximumRelativeError": 69.18616485595703
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 0.17127466946840286,
          "speedup_factor": 453.85765778408427,
          "reference_latency_ms": 77.73432032267253
        },
        "benchmark": "gqa_paged_decode_h5_kv1_d128_ps1"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:8ea2e8e0e2e48311a4860952352048ea7699c76353ae6543245ac9a2dfcc00af",
      "environmentDigest": "sha256:1766500d1b1ecc9787a211f3c98e76bf311671f443544a305252cb4d9564be8b",
      "implementationDigest": "sha256:4ef1d30cf0a256206b75751088e6c525005dd23c42f1fcc28a333bcc07f12e00"
    },
    "metadata": {
      "name": "sol-trace-gqa-paged-decode-h5-kv1-d128-ps1-2842bdbd",
      "title": "flashinfer_wrapper_8d9ac8 · gqa_paged_decode_h5_kv1_d128_ps1"
    },
    "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 GB200",
        "architecture": "unknown"
      },
      "software": {
        "framework": {
          "name": "pytorch",
          "version": "2.9.1+cu130"
        },
        "libraries": {
          "triton": "3.3.0"
        },
        "cudaToolkit": "13.0"
      }
    },
    "metadata": {
      "name": "sol-trace-nvidia-gb200-2-9-1-cu130-3-3-0-13-0",
      "title": "NVIDIA GB200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}

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Published 2026-08-16 · FlashInfer-Bench · Apache-2.0All results for GQA paged decode h5 kv1 d128 ps1 →JSON

flashinfer / wrapper8d9ac8