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flashinfer_wrapper_bcbabf

GQA paged decode h20 kv4 d128 ps64 · num_pages = 15292 · batch_size = 16 · len_indptr = 17 · num_kv_indices = 13578 · bf16 · run 01a00b1d-2e0b…
●passedReported evidence

Not re-observed recently.

Primary measurement
21.8msmean

Rank 2 in its comparison group · source-native comparison · observed 2026-03-28

Compare with #1 →

24.51× reference

Identity
implementationflashinfer_wrapper_bcbabf
projectFlashInfer-Bench baselines
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadnum_pages = 15292 · batch_size = 16 · len_indptr = 17 · num_kv_indices = 13578 · bf16
comparison keysha256:b485d6e496cdb59a…
sourceFlashInfer-Bench
external idtrace/flashinfer_wrapper_bcbabf/dbfd0b92-450f-425f-987a-d2ab665fdc3f
sha256:d53bd2b16e096dd4783a4bb…

Correctness

comparatorflashinfer_bench_eval
max absolute error0.0001220703125
max relative error48.2713623046875
resultpassed

Workload

num_pages15292
batch_size16
len_indptr17
num_kv_indices13578
qbf16 [16, 20, 128]
k_cachebf16 [15292, 64, 4, 128]
v_cachebf16 [15292, 64, 4, 128]
kv_indptrint32 [17]
kv_indicesint32 [13578]
kv_last_page_lenint32 [16]
definition comparatorsol_execbench_eval

Measurements

latency · mean21.8 ms

Protocol

harnessflashinfer-bench
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilyflashinfer_bench_trace

Environment

gpuNVIDIA B200 (unknown)
cudaToolkit12.8
frameworkpytorch 2.9.1+cu128

Artifacts

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 21795042
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-03-28T04:31:28.996Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.0001220703125,
        "maximumRelativeError": 48.2713623046875
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 21.795042,
          "speedup_factor": 24.507523224777454,
          "reference_latency_ms": 534.142498
        },
        "benchmark": "gqa_paged_decode_h20_kv4_d128_ps64"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:80f440957b2acec749aedfb26a7614ec841c3973b0ae516e139a8ab749f90337",
      "environmentDigest": "sha256:af7cb68a0bb0eb9671092a620668c2600f0431301fc46a71807ea75fb7de8bce",
      "implementationDigest": "sha256:1a081dab2e7f927149c8b3aa27e3bd7d401852544e3b7e2d2d8f6dddd0901d1c"
    },
    "metadata": {
      "name": "sol-trace-gqa-paged-decode-h20-kv4-d128-ps64-dbfd0b92",
      "title": "flashinfer_wrapper_bcbabf · gqa_paged_decode_h20_kv4_d128_ps64"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "protocol": {
    "kind": "BenchmarkProtocol",
    "spec": {
      "harness": {
        "name": "flashinfer-bench",
        "repository": "https://github.com/flashinfer-ai/flashinfer-bench"
      },
      "correctness": {
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        "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": {
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          "version": "2.9.1+cu128"
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        "libraries": {
          "triton": "3.5.1"
        },
        "cudaToolkit": "12.8"
      }
    },
    "metadata": {
      "name": "sol-trace-nvidia-b200-2-9-1-cu128-3-5-1-12-8",
      "title": "NVIDIA B200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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