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gpt-5 / cuda95c7fe

GQA paged decode h32 kv8 d128 ps1 · num_pages = 55 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 38 · bf16 · run 01a02032-591e…
●passedReported evidence

Not re-observed recently.

Primary measurement
32.8µsmean

Rank 5 in its comparison group · source-native comparison · observed 2025-10-16

Compare with #1 →

960.93× reference

Identity
implementationgpt-5_cuda_95c7fe
projectgpt-5-2025-08-07
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadnum_pages = 55 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 38 · bf16
comparison keysha256:22d3c953c19762bc…
sourceFlashInfer-Bench
external idtrace/gpt-5_cuda_95c7fe/d58b7e5a-3f37-4ffb-9b7d-b346be0f3b58
sha256:01b02ef4b78414093b5a5e4…

Correctness

comparatorflashinfer_bench_eval
max absolute error0.0009765625
max relative error0.018401911482214928
resultpassed

Workload

num_pages55
batch_size1
len_indptr2
num_kv_indices38
qbf16 [1, 32, 128]
k_cachebf16 [55, 1, 8, 128]
v_cachebf16 [55, 1, 8, 128]
kv_indptrint32 [2]
kv_indicesint32 [38]
definition comparatorsol_execbench_eval

Measurements

latency · mean32.8 µs

Protocol

harnessflashinfer-bench
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilyflashinfer_bench_trace

Environment

gpuNVIDIA B200 (unknown)
cudaToolkit12.8
frameworkpytorch 2.8.0+cu128

Artifacts

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 32769
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2025-10-16T01:52:58.161Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.0009765625,
        "maximumRelativeError": 0.018401911482214928
      },
      "sourceNative": {
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        "metrics": {
          "latency_ms": 0.03276946461693462,
          "speedup_factor": 960.9329543946789,
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        },
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      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
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      "environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
      "implementationDigest": "sha256:14185d3afa8e6a2d18582f2f64a63f0d5843645303df60306ca2020142cba687"
    },
    "metadata": {
      "name": "sol-trace-gqa-paged-decode-h32-kv8-d128-ps1-d58b7e5a",
      "title": "gpt-5_cuda_95c7fe · gqa_paged_decode_h32_kv8_d128_ps1"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
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  "protocol": {
    "kind": "BenchmarkProtocol",
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    "metadata": {
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  "environment": {
    "kind": "ExecutionEnvironment",
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    "metadata": {
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      "title": "NVIDIA B200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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