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Liger

GeGLU MLP · seq = 2048 · batch = 8 · hidden = 4096 · intermediate = 11008 · bf16 · run 01a016ad-9645…
●passedReported evidence

Not re-observed recently.

Primary measurement
17.6msmedian

Rank 1 in its comparison group · source-native comparison · observed 2024-09-03

ms 20 17.59040069580078 · ms 50 17.59040069580078 · ms 80 17.59040069580078

Identity
implementationLiger
projectLiger-Kernel
revisionunknown
workloadseq = 2048 · batch = 8 · hidden = 4096 · intermediate = 11008 · bf16
comparison keysha256:0b0484bead1dbfdf…
sourceLiger-Kernel benchmarks
external idgeglu/forward/liger/nvidia-a100-sxm4-80gb/batch8-hidden4096-intermediate11008-seq2048-bf16/2024-09-03-15-38-26
sha256:761b6143ba30b94a4ca6967…

Correctness

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

Workload

seq2048
batch8
hidden4096
intermediate11008
xbf16 [8, 2048, 4096]
w_upbf16 [11008, 4096]
w_downbf16 [4096, 11008]
w_gatebf16 [11008, 4096]
definition comparatornot_asserted

Measurements

latency · median17.6 ms
latency · p2017.6 ms
latency · p8017.6 ms

Protocol

harnessLiger-Kernel benchmark scripts
timercuda_events
primaryStatisticmedian
comparabilityFamilyliger_kernel_bench

Environment

gpuNVIDIA A100 (sm_80)

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": 17590401
        },
        "primaryStatistic": "median"
      },
      "observedAt": "2024-09-03T15:38:26.000Z",
      "measurements": [
        {
          "unit": "ns",
          "value": 17590401,
          "metric": "latency",
          "statistic": "p20"
        },
        {
          "unit": "ns",
          "value": 17590401,
          "metric": "latency",
          "statistic": "p80"
        }
      ],
      "sourceNative": {
        "source": "liger-kernel-bench",
        "metrics": {
          "ms_20": 17.59040069580078,
          "ms_50": 17.59040069580078,
          "ms_80": 17.59040069580078
        },
        "benchmark": "geglu/forward",
        "externalId": "geglu/forward/liger/nvidia-a100-sxm4-80gb/batch8-hidden4096-intermediate11008-seq2048-bf16/2024-09-03-15-38-26"
      },
      "protocolDigest": "sha256:a79eaf4df66c97c6adc1fb2d09df78682155d1ea86652ae0b70199875bde7747",
      "workloadDigest": "sha256:69f31e5850646cf9593ff87de269c4a3e330304c7becdcec04e5dd7e9b3066bc",
      "environmentDigest": "sha256:90c9e2764222f592477cfccf3373519add5a1b881563956ad058c4f99e41b6b9",
      "implementationDigest": "sha256:273de05b950c7c7353e9e2b0d88f29cab729451b9b3034c01494e1d02bac3c46"
    },
    "metadata": {
      "name": "liger-geglu-forward-liger-nvidia-a100-sxm4-80gb-batch8-hidden4096-intermediate11008-seq2048-bf16-202",
      "title": "GeGLU MLP · liger · forward",
      "labels": {
        "liger_version": "0.2.1"
      }
    },
    "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 module forward 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-forward",
      "title": "Liger benchmark harness · forward pass"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  },
  "environment": {
    "kind": "ExecutionEnvironment",
    "spec": {
      "hardware": {
        "vendor": "nvidia",
        "product": "NVIDIA A100",
        "formFactor": "SXM4-80GB",
        "architecture": "sm_80"
      },
      "software": {}
    },
    "metadata": {
      "name": "liger-bench-nvidia-a100-sxm4-80gb",
      "title": "Liger benchmark host · A100-SXM4-80GB"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}
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Published 2026-08-18 · Liger-Kernel benchmarks · BSD-2-ClauseAll results for GeGLU MLP →JSON