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group_gemm_mxfp4_flashinfer_g4_n2048_k2048

Grouped GEMM mxfp8 MXFP4 g4 n2048 k2048 · m = 1024 · fp8_e4m3 · run 01a00b1d-13bc…
●passedReported evidence
Primary measurement
332.1µsmean

Rank 1 in its comparison group · source-native comparison · observed 2026-06-06

3.73× reference

Identity
implementationgroup_gemm_mxfp4_flashinfer_g4_n2048_k2048
projectFlashInfer-Bench baselines
revisionda915083d4c7c5e61aa3005e3d17ae488e0fc71c
workloadm = 1024 · fp8_e4m3
comparison keysha256:a8165774bdf175a2…
sourceFlashInfer-Bench
external idtrace/group_gemm_mxfp4_flashinfer_g4_n2048_k2048/86089859-f1e0-4e7e-9e4d-774a85de15c7
sha256:bbd70d5da50dc7350b98e19…

Correctness

comparatorflashinfer_bench_eval
max absolute error0.0078125
max relative error0.004739336669445038
resultpassed

Workload

m1024
a_fp8fp8_e4m3 [1024, 2048]
b_fp4int8 [4, 2048, 1024]
a_scaleint8 [1024, 64]
b_scaleint8 [4, 2048, 64]
m_indptrint32 [5]
definition comparatorsol_execbench_eval

Measurements

latency · mean332.1 µs

Protocol

harnessflashinfer-bench
timerharness_reported
primaryStatisticmean
correctnessReferencedefinition reference implementation
comparabilityFamilyflashinfer_bench_trace

Environment

gpuNVIDIA B200 (unknown)
cudaToolkit13.0
frameworkpytorch 2.11.0+cu130

Artifacts

No artifacts published with this run.

Replications and notes

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Canonical manifest

Show manifest
{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "mean": 332148
        },
        "primaryStatistic": "mean"
      },
      "observedAt": "2026-06-06T18:49:30.831Z",
      "correctness": {
        "comparator": "sol_execbench_eval",
        "maximumAbsoluteError": 0.0078125,
        "maximumRelativeError": 0.004739336669445038
      },
      "sourceNative": {
        "source": "flashinfer-bench",
        "metrics": {
          "latency_ms": 0.33214816666666663,
          "speedup_factor": 3.7296763643133164,
          "reference_latency_ms": 1.2388051666666666
        },
        "benchmark": "grouped_gemm_mxfp8_mxfp4_g4_n2048_k2048"
      },
      "protocolDigest": "sha256:7d44d206ad086b4bece35ce31f6531ebb11f07e0d9dcfb74c75be86d3ec02095",
      "workloadDigest": "sha256:d63866aa2324fb37d0096f44f87e84b58e05d94b2ff236000a4cfa04588d1852",
      "environmentDigest": "sha256:83c9b6e78d493927f18878d57448d9a0d2221a70840b562455b2665a2897ba19",
      "implementationDigest": "sha256:67f671e420d09ccb906aee0eab048442aa80895f4e583a14c0202c51638f1df7"
    },
    "metadata": {
      "name": "sol-trace-grouped-gemm-mxfp8-mxfp4-g4-n2048-k2048-86089859",
      "title": "group_gemm_mxfp4_flashinfer_g4_n2048_k2048 · grouped_gemm_mxfp8_mxfp4_g4_n2048_k2048"
    },
    "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": "2.11.0+cu130"
        },
        "libraries": {
          "triton": "3.6.0"
        },
        "cudaToolkit": "13.0"
      }
    },
    "metadata": {
      "name": "sol-trace-nvidia-b200-2-11-0-cu130-3-6-0-13-0",
      "title": "NVIDIA B200 (trace-reported software)"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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