Liger

{
  "run": {
    "kind": "BenchmarkRun",
    "spec": {
      "status": "passed",
      "timing": {
        "latencyNs": {
          "median": 306400
        },
        "primaryStatistic": "median"
      },
      "observedAt": "2024-09-04T12:59:43.000Z",
      "measurements": [
        {
          "unit": "ns",
          "value": 305632,
          "metric": "latency",
          "statistic": "p20"
        },
        {
          "unit": "ns",
          "value": 307456,
          "metric": "latency",
          "statistic": "p80"
        }
      ],
      "sourceNative": {
        "source": "liger-kernel-bench",
        "metrics": {
          "ms_20": 0.30563199520111084,
          "ms_50": 0.30640000104904175,
          "ms_80": 0.30745598673820496
        },
        "benchmark": "kl_div/forward",
        "externalId": "kl_div/forward/liger/nvidia-h100-pcie/tokens16384-vocab4096-fp32/2024-09-04-12-59-43"
      },
      "protocolDigest": "sha256:a79eaf4df66c97c6adc1fb2d09df78682155d1ea86652ae0b70199875bde7747",
      "workloadDigest": "sha256:656c5e61a974e5a50552c0330bd09da1bdf6af9ad9ec5a9b13bed0cf1ffeb453",
      "environmentDigest": "sha256:89f9b28b06758f22a1df331fea58bfde2c9cc0f3627d1829509743ea538f0011",
      "implementationDigest": "sha256:51c4ab24ca6bf9d6874381232a4aa1fad2ab98cc9c30002f2160ede2229b9cbd"
    },
    "metadata": {
      "name": "liger-kl-div-forward-liger-nvidia-h100-pcie-tokens16384-vocab4096-fp32-2024-09-04-12-59-43",
      "title": "KL-divergence loss · 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 H100",
        "formFactor": "PCIe",
        "architecture": "sm_90"
      },
      "software": {}
    },
    "metadata": {
      "name": "liger-bench-nvidia-h100-pcie",
      "title": "Liger benchmark host · H100 PCIe"
    },
    "apiVersion": "kernelindex.dev/v1alpha1"
  }
}