Run 01a02032 · KernelIndex

Primary measurement

2.90msmean

Rank 4 in its comparison group · source-native comparison · observed 2025-10-20

Compare with #1 →

0.03× reference

Identity

implementationclaude-opus-4-1_triton_8f159a

projectclaude-opus-4-1-20250805

revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c

workloadm = 8192 · fp16

comparison keysha256:f618bca4a110d45f…

sourceFlashInfer-Bench

external idtrace/claude-opus-4-1_triton_8f159a/86b21a3d-66e2-4837-9e15-948f282ed2df

sha256:a4e93fa897cce929e0bd20e…

Correctness

comparatorflashinfer_bench_eval

max absolute error0.5

max relative error983.2174072265625

resultpassed

Workload

m8192

afp16 [8192, 14336]

bfp16 [4096, 14336]

definition comparatorsol_execbench_eval

Measurements

latency · mean2.90 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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Replications and notes

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 2899435
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2025-10-20T03:27:10.652Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.5,
        "maximumRelativeError": 983.2174072265625
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 2.8994351944892234,
          "speedup_factor": 0.030245202204786617,
          "reference_latency_ms": 0.08769400373700137
        },
        "benchmark": "gemm_n4096_k14336"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:37e21e07c28f7a4bb101066d0ffb10edfa583b6bc047580aa7ac44578975038d",
      "environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
      "implementationDigest": "sha256:b6a8b41d4edc7ecc23d239c0e96ae879d037f8af72a29c73dbcd374f818ac079"
    },
    "metadata": {
      "name": "sol-trace-gemm-n4096-k14336-86b21a3d",
      "title": "claude-opus-4-1_triton_8f159a · gemm_n4096_k14336"
    },
    "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"
  }
}

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Published 2026-08-20 · FlashInfer-Bench · Apache-2.0All results for GEMM n4096 k14336 →JSON

claude-opus-4-1 / triton8f159a