Run 01a02032 · KernelIndex

Primary measurement

43.0µsmean

Rank 4 in its comparison group · source-native comparison · observed 2025-10-16

Compare with #1 →

25.55× reference

Identity

implementationclaude-opus-4-1_triton_f7dd1f

projectclaude-opus-4-1-20250805

revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c

workloadbatch_size = 14521 · bf16

comparison keysha256:72755577dfa9fca9…

sourceFlashInfer-Bench

external idtrace/claude-opus-4-1_triton_f7dd1f/1a428793-51ec-4eba-9d7c-9b7032d059eb

sha256:4ac8ee4fe86d060a9b91950…

Correctness

comparatorflashinfer_bench_eval

max absolute error0.03125

max relative error0.007812499068677425

resultpassed

Workload

batch_size14521

weightbf16 [1536]

hidden_statesbf16 [14521, 1536]

definition comparatorsol_execbench_eval

Measurements

latency · mean43.0 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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Replications and notes

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 43037
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2025-10-16T12:13:20.418Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.03125,
        "maximumRelativeError": 0.007812499068677425
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 0.04303688438663189,
          "speedup_factor": 25.54607541597948,
          "reference_latency_ms": 1.099423494209688
        },
        "benchmark": "rmsnorm_h1536"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:14e56dddba71c6c5d48c75eada1fbb1151652aa86ecf42ac64af8a909a6921a2",
      "environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
      "implementationDigest": "sha256:ef136729f5a42d9a133ba0763661771f91c62d0d208d67c976c67713fec9c542"
    },
    "metadata": {
      "name": "sol-trace-rmsnorm-h1536-1a428793",
      "title": "claude-opus-4-1_triton_f7dd1f · rmsnorm_h1536"
    },
    "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 RMSNorm h1536 →JSON

claude-opus-4-1 / tritonf7dd1f