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gpt-5 / cuda5eb89c

MLA paged decode h16 ckv512 kpe64 ps1 · num_pages = 989669 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 2408 · bf16 · run 01a02032-5960…
●passedReported evidence

Not re-observed recently.

Primary measurement
4.62msmean

Rank 3 in its comparison group · source-native comparison · observed 2025-10-16

Compare with #1 →

0.40× reference

Identity
implementationgpt-5_cuda_5eb89c
projectgpt-5-2025-08-07
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadnum_pages = 989669 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 2408 · bf16
comparison keysha256:58136a9c8b59384c…
sourceFlashInfer-Bench
external idtrace/gpt-5_cuda_5eb89c/d0da33e2-2d94-42b5-be8a-09111f9f2649
sha256:3f576d73aaf3ea3287bc211…

Correctness

comparatorflashinfer_bench_eval
max absolute error0.0078125
max relative error0.011298096738755703
resultpassed

Workload

num_pages989669
batch_size1
len_indptr2
num_kv_indices2408
q_pebf16 [1, 16, 64]
q_nopebf16 [1, 16, 512]
ckv_cachebf16 [989669, 1, 512]
kpe_cachebf16 [989669, 1, 64]
kv_indptrint32 [2]
kv_indicesint32 [2408]
definition comparatorsol_execbench_eval

Measurements

latency · mean4.62 ms

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

Show manifest
{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 4622953
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2025-10-16T11:05:28.899Z",
      "correctness": {
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        "maximumAbsoluteError": 0.0078125,
        "maximumRelativeError": 0.011298096738755703
      },
      "sourceNative": {
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        "metrics": {
          "latency_ms": 4.622952540715535,
          "speedup_factor": 0.4015267067234321,
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        },
        "benchmark": "mla_paged_decode_h16_ckv512_kpe64_ps1"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
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      "environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
      "implementationDigest": "sha256:100fe0f4645f98496d3ac5f7d2968f8b2599e456b298d4fc776e6359a9b00533"
    },
    "metadata": {
      "name": "sol-trace-mla-paged-decode-h16-ckv512-kpe64-ps1-d0da33e2",
      "title": "gpt-5_cuda_5eb89c · mla_paged_decode_h16_ckv512_kpe64_ps1"
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  "protocol": {
    "kind": "BenchmarkProtocol",
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    "metadata": {
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    "kind": "ExecutionEnvironment",
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      "title": "NVIDIA B200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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