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RMSNorm, Megatron layout · seq = 4096 · batch = 1 · hidden = 8192 · bf16 · run 01a0202b-2412…
●passedReported evidence
Primary measurement
321.0µsmedian

Rank 1 in its comparison group · source-native comparison · observed 2026-06-10

ms 20 0.3198783934116363 · ms 50 0.32104000449180603 · ms 80 0.32229760885238645

Identity
implementationLiger
projectLiger-Kernel
revisionunknown
workloadseq = 4096 · batch = 1 · hidden = 8192 · bf16
comparison keysha256:a8d693714b9f7dcf…
sourceLiger-Kernel benchmarks
external idmegatron_rms_norm/full/liger/nvidia-h100-80gb-hbm3/batch1-hidden8192-seq4096-bf16/2026-06-10-21-03-41
sha256:21ff91bcee6e4b2963aebf9…

Correctness

Marked passed by the source; the correctness policy was not published.

Workload

seq4096
batch1
hidden8192
xbf16 [4096, 1, 8192]
weightbf16 [8192]
definition comparatornot_asserted

Measurements

latency · median321.0 µs
latency · p20319.9 µs
latency · p80322.3 µs

Protocol

harnessLiger-Kernel benchmark scripts
timercuda_events
primaryStatisticmedian
comparabilityFamilyliger_kernel_bench

Environment

gpuNVIDIA H100 (sm_90)

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": {
          "median": 321040
        },
        "primaryStatistic": "median"
      },
      "observedAt": "2026-06-10T21:03:41.000Z",
      "measurements": [
        {
          "unit": "ns",
          "value": 319878,
          "metric": "latency",
          "statistic": "p20"
        },
        {
          "unit": "ns",
          "value": 322298,
          "metric": "latency",
          "statistic": "p80"
        }
      ],
      "sourceNative": {
        "source": "liger-kernel-bench",
        "metrics": {
          "ms_20": 0.3198783934116363,
          "ms_50": 0.32104000449180603,
          "ms_80": 0.32229760885238645
        },
        "benchmark": "megatron_rms_norm/full",
        "externalId": "megatron_rms_norm/full/liger/nvidia-h100-80gb-hbm3/batch1-hidden8192-seq4096-bf16/2026-06-10-21-03-41"
      },
      "protocolDigest": "sha256:5b02ee9a2140fbc6fcc1c89800f6c177ba22718c8897cb532bf0ba91867c1e58",
      "workloadDigest": "sha256:bf546ea0afac938102d7cbb974660dbf4a7f8a11fb4e0036d7c3bfeb520cc444",
      "environmentDigest": "sha256:2750ae381d6de582f1eb6b9008e0987463d19ede8af127d97d76c5ae09121393",
      "implementationDigest": "sha256:bd57bdbc095839a99f68ee2a14210c226ad739fcd3fb486de3e4efc40cbe90b0"
    },
    "metadata": {
      "name": "liger-megatron-rms-norm-full-liger-nvidia-h100-80gb-hbm3-batch1-hidden8192-seq4096-bf16-2026-06-10-2",
      "title": "RMSNorm, Megatron layout · liger · full",
      "labels": {
        "liger_version": "0.8.0"
      }
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "protocol": {
    "kind": "BenchmarkProtocol",
    "spec": {
      "harness": {
        "name": "Liger-Kernel benchmark scripts",
        "repository": "https://github.com/linkedin/Liger-Kernel"
      },
      "measurement": {
        "timer": "cuda_events",
        "primaryStatistic": "median"
      },
      "comparability": {
        "notes": "Timed: the forward pass plus the backward pass, via triton.testing.do_bench with quantiles 0.5/0.2/0.8 (median with p20/p80 spread). The upstream CSV records no CUDA, driver, or torch version; the Liger release rides each run's labels. Comparable only within one kernel, workload, timed pass, and GPU.",
        "family": "liger_kernel_bench"
      }
    },
    "metadata": {
      "name": "liger-bench-do-bench-full",
      "title": "Liger benchmark harness · full pass"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "environment": {
    "kind": "ExecutionEnvironment",
    "spec": {
      "hardware": {
        "vendor": "nvidia",
        "product": "NVIDIA H100",
        "formFactor": "80GB HBM3",
        "architecture": "sm_90"
      },
      "software": {}
    },
    "metadata": {
      "name": "liger-bench-nvidia-h100-80gb-hbm3",
      "title": "Liger benchmark host · H100 80GB HBM3"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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