gpt-o3 / triton4c17a1
MLA paged decode h16 ckv512 kpe64 ps1 · num_pages = 989669 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 2408 · bf16 · run 01a02032-5e3d…
●passedReported evidence
Not re-observed recently.
Primary measurement
315.5µsmean
Rank 2 in its comparison group · source-native comparison · observed 2025-10-16
6.03× reference
Identity
implementationgpt-o3_triton_4c17a1
projectgpt-o3
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadnum_pages = 989669 · batch_size = 1 · len_indptr = 2 · num_kv_indices = 2408 · bf16
comparison keysha256:58136a9c8b59384c…
sourceFlashInfer-Bench
external idtrace/gpt-o3_triton_4c17a1/d0da33e2-2d94-42b5-be8a-09111f9f2649
sha256:f6e015a160c7882b8f7b8a8…
Correctness
comparatorflashinfer_bench_eval
max absolute error0.001953125
max relative error0.04661453142762184
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 · mean315.5 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
No artifacts published with this run.
Replications and notes
No attestations yet.
Community attestations. They never change the evidence level; only a KernelIndex-controlled rerun does.
Add a reproduction or note
Canonical manifest
Show manifestHide manifest
{
"run": {
"kind": "BenchmarkRun",
"spec": {
"status": "passed",
"timing": {
"latencyNs": {
"mean": 315453
},
"primaryStatistic": "mean"
},
"observedAt": "2025-10-16T11:05:28.819Z",
"correctness": {
"comparator": "sol_execbench_eval",
"maximumAbsoluteError": 0.001953125,
"maximumRelativeError": 0.04661453142762184
},
"sourceNative": {
"source": "flashinfer-bench",
"metrics": {
"latency_ms": 0.3154531579323676,
"speedup_factor": 6.033339098218213,
"reference_latency_ms": 1.9032358714097584
},
"benchmark": "mla_paged_decode_h16_ckv512_kpe64_ps1"
},
"protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
"workloadDigest": "sha256:ee90ed181fafca2854a9802bb7694b7326b4d2aeb1243fdbb0eeeda205386349",
"environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
"implementationDigest": "sha256:3da822530f4925b23d07b281c971e733bdc1067be986982bc2e1bdbdbd7a38f0"
},
"metadata": {
"name": "sol-trace-mla-paged-decode-h16-ckv512-kpe64-ps1-d0da33e2",
"title": "gpt-o3_triton_4c17a1 · mla_paged_decode_h16_ckv512_kpe64_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 B200",
"architecture": "unknown"
},
"software": {
"framework": {
"name": "pytorch",
"version": "2.8.0+cu128"
},
"libraries": {
"triton": "3.4.0"
},
"cudaToolkit": "12.8"
}
},
"metadata": {
"name": "sol-trace-nvidia-b200-2-8-0-cu128-3-4-0-12-8",
"title": "NVIDIA B200 (trace-reported software)"
},
"apiVersion": "kernelindex.dev/v1alpha1"
}
}Cite this record (permalink, digest, access date)
Report an issue with this run
Published 2026-08-20 · FlashInfer-Bench · Apache-2.0All results for MLA paged decode h16 ckv512 kpe64 ps1 →JSON