Run 01a02032 · KernelIndex

Primary measurement

14.2µsmean

Rank 6 in its comparison group · source-native comparison · observed 2025-10-16

Compare with #1 →

56.93× reference

Identity

implementationclaude-opus-4-1_triton_b9c384

projectclaude-opus-4-1-20250805

revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c

workloadbatch_size = 1 · bf16

comparison keysha256:dff3276fc146f53a…

sourceFlashInfer-Bench

external idtrace/claude-opus-4-1_triton_b9c384/b8b3dda7-8959-4a11-bd6a-59863bc6fffc

sha256:80a88942fab50580d7ddd3d…

Correctness

comparatorflashinfer_bench_eval

max absolute error0

max relative error0

resultpassed

Workload

batch_size1

weightbf16 [2048]

hidden_statesbf16 [1, 2048]

definition comparatorsol_execbench_eval

Measurements

latency · mean14.2 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

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Canonical manifest

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{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 14246
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2025-10-16T12:14:47.829Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0,
        "maximumRelativeError": 0
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 0.014246275712126992,
          "speedup_factor": 56.93348937868963,
          "reference_latency_ms": 0.8110901869422661
        },
        "benchmark": "rmsnorm_h2048"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:3ee865efb9817f261e41572c19964fba60da143ac959849e7e7e641404a36d3c",
      "environmentDigest": "sha256:f4292a8be127b7230cd3995c1d605fb6c644e2c2f94566e1d28cc1be766ca5d5",
      "implementationDigest": "sha256:206bfedd3f07f3c951bf49d5312e038f408f28dac838bddcbe3303e4a42ae15d"
    },
    "metadata": {
      "name": "sol-trace-rmsnorm-h2048-b8b3dda7",
      "title": "claude-opus-4-1_triton_b9c384 · rmsnorm_h2048"
    },
    "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 h2048 →JSON

claude-opus-4-1 / tritonb9c384