{
  "_metadata": {
    "description": "CANN baseline 性能数据(950PR 平台,经验证)",
    "hardware": "950pr",
    "source": "950pr1.json + verify_run1/2_dev3.json (verified mean)",
    "note": "t_hw_us 为 hardware-anchored 性能下界,亚微秒结果按 1us 取下限;baseline_perf_us 优先采用 950PR 实测均值,缺失项按 max(t_hw_us × 10, 10us) 回退。",
    "t_hw_source": "hardware-anchored 性能下界 (roofline)"
  },
  "level1": {
    "exp": {
      "1": {
        "baseline_perf_us": 3.75,
        "t_hw_us": 1.31
      },
      "2": {
        "baseline_perf_us": 16.25,
        "t_hw_us": 10.49
      },
      "3": {
        "baseline_perf_us": 32.08,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 173.62,
        "t_hw_us": 83.89
      },
      "5": {
        "baseline_perf_us": 388.95,
        "t_hw_us": 167.77
      },
      "6": {
        "baseline_perf_us": 4.7,
        "t_hw_us": 1.31
      },
      "7": {
        "baseline_perf_us": 4.6,
        "t_hw_us": 1.29
      },
      "8": {
        "baseline_perf_us": 5.99,
        "t_hw_us": 2.96
      },
      "9": {
        "baseline_perf_us": 115.655,
        "t_hw_us": 62.11
      },
      "10": {
        "baseline_perf_us": 4.68,
        "t_hw_us": 1.31
      },
      "11": {
        "baseline_perf_us": 5.59,
        "t_hw_us": 2.73
      },
      "12": {
        "baseline_perf_us": 4.51,
        "t_hw_us": 1.25
      },
      "13": {
        "baseline_perf_us": 44.76,
        "t_hw_us": 27.28
      },
      "14": {
        "baseline_perf_us": 8.1,
        "t_hw_us": 3.8
      },
      "15": {
        "baseline_perf_us": 5.52,
        "t_hw_us": 2.62
      },
      "16": {
        "baseline_perf_us": 6.32,
        "t_hw_us": 2.61
      },
      "17": {
        "baseline_perf_us": 6.36,
        "t_hw_us": 2.62
      },
      "18": {
        "baseline_perf_us": 8.61,
        "t_hw_us": 5.24
      },
      "19": {
        "baseline_perf_us": 6.39,
        "t_hw_us": 2.61
      },
      "20": {
        "baseline_perf_us": 20.2,
        "t_hw_us": 13.19
      }
    },
    "foreach_addcdiv_scalar": {
      "1": {
        "baseline_perf_us": 23.96,
        "t_hw_us": 15.73
      },
      "2": {
        "baseline_perf_us": 91.63,
        "t_hw_us": 47.19
      },
      "3": {
        "baseline_perf_us": 119.67,
        "t_hw_us": 62.91
      },
      "4": {
        "baseline_perf_us": 859.945,
        "t_hw_us": 503.32
      },
      "5": {
        "baseline_perf_us": 478.87,
        "t_hw_us": 251.66
      },
      "6": {
        "baseline_perf_us": 12.26,
        "t_hw_us": 3.92
      },
      "7": {
        "baseline_perf_us": 13.025,
        "t_hw_us": 7.73
      },
      "8": {
        "baseline_perf_us": 12.47,
        "t_hw_us": 4.43
      },
      "9": {
        "baseline_perf_us": 746.28,
        "t_hw_us": 372.69
      },
      "10": {
        "baseline_perf_us": 13.295,
        "t_hw_us": 7.88
      },
      "11": {
        "baseline_perf_us": 20.84,
        "t_hw_us": 8.19
      },
      "12": {
        "baseline_perf_us": 12.55,
        "t_hw_us": 7.5
      },
      "13": {
        "baseline_perf_us": 80.76,
        "t_hw_us": 40.92
      },
      "14": {
        "baseline_perf_us": 31.665,
        "t_hw_us": 22.82
      },
      "15": {
        "baseline_perf_us": 23.57,
        "t_hw_us": 15.74
      },
      "16": {
        "baseline_perf_us": 62.805,
        "t_hw_us": 31.34
      },
      "17": {
        "baseline_perf_us": 19.2,
        "t_hw_us": 7.85
      },
      "18": {
        "baseline_perf_us": 44.03,
        "t_hw_us": 31.41
      },
      "19": {
        "baseline_perf_us": 20.105,
        "t_hw_us": 7.84
      },
      "20": {
        "baseline_perf_us": 116.175,
        "t_hw_us": 79.12
      }
    },
    "foreach_norm": {
      "1": {
        "baseline_perf_us": 10.225,
        "t_hw_us": 2.62
      },
      "2": {
        "baseline_perf_us": 43.365,
        "t_hw_us": 31.46
      },
      "3": {
        "baseline_perf_us": 31.59,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 14.595,
        "t_hw_us": 5.24
      },
      "5": {
        "baseline_perf_us": 92.105,
        "t_hw_us": 62.91
      },
      "6": {
        "baseline_perf_us": 13.1,
        "t_hw_us": 1.31
      },
      "7": {
        "baseline_perf_us": 12.9,
        "t_hw_us": 1.29
      },
      "8": {
        "baseline_perf_us": 22.625,
        "t_hw_us": 2.95
      },
      "9": {
        "baseline_perf_us": 152.215,
        "t_hw_us": 124.23
      },
      "10": {
        "baseline_perf_us": 8.19,
        "t_hw_us": 1.31
      },
      "11": {
        "baseline_perf_us": 17.345,
        "t_hw_us": 8.19
      },
      "12": {
        "baseline_perf_us": 8.68,
        "t_hw_us": 1.25
      },
      "13": {
        "baseline_perf_us": 49.14,
        "t_hw_us": 27.28
      },
      "14": {
        "baseline_perf_us": 12.805,
        "t_hw_us": 3.79
      },
      "15": {
        "baseline_perf_us": 13.385,
        "t_hw_us": 5.25
      },
      "16": {
        "baseline_perf_us": 18.78,
        "t_hw_us": 10.45
      },
      "17": {
        "baseline_perf_us": 26.2,
        "t_hw_us": 2.62
      },
      "18": {
        "baseline_perf_us": 19.405,
        "t_hw_us": 10.47
      },
      "19": {
        "baseline_perf_us": 21.44,
        "t_hw_us": 5.22
      },
      "20": {
        "baseline_perf_us": 147.84,
        "t_hw_us": 105.49
      }
    },
    "gelu": {
      "1": {
        "baseline_perf_us": 4.49,
        "t_hw_us": 1.31
      },
      "2": {
        "baseline_perf_us": 15.37,
        "t_hw_us": 10.49
      },
      "3": {
        "baseline_perf_us": 30.14,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 172.93,
        "t_hw_us": 83.89
      },
      "5": {
        "baseline_perf_us": 387.265,
        "t_hw_us": 167.77
      },
      "6": {
        "baseline_perf_us": 4.46,
        "t_hw_us": 1.31
      },
      "7": {
        "baseline_perf_us": 4.45,
        "t_hw_us": 1.29
      },
      "8": {
        "baseline_perf_us": 6.11,
        "t_hw_us": 2.95
      },
      "9": {
        "baseline_perf_us": 117.53,
        "t_hw_us": 62.11
      },
      "10": {
        "baseline_perf_us": 4.56,
        "t_hw_us": 1.31
      },
      "11": {
        "baseline_perf_us": 6.05,
        "t_hw_us": 2.73
      },
      "12": {
        "baseline_perf_us": 4.38,
        "t_hw_us": 1.25
      },
      "13": {
        "baseline_perf_us": 37.455,
        "t_hw_us": 27.28
      },
      "14": {
        "baseline_perf_us": 7.78,
        "t_hw_us": 3.79
      },
      "15": {
        "baseline_perf_us": 5.98,
        "t_hw_us": 2.62
      },
      "16": {
        "baseline_perf_us": 6.23,
        "t_hw_us": 2.61
      },
      "17": {
        "baseline_perf_us": 6.31,
        "t_hw_us": 2.62
      },
      "18": {
        "baseline_perf_us": 8.86,
        "t_hw_us": 5.24
      },
      "19": {
        "baseline_perf_us": 6.26,
        "t_hw_us": 2.61
      },
      "20": {
        "baseline_perf_us": 36.195,
        "t_hw_us": 26.37
      }
    },
    "masked_scale": {
      "1": {
        "baseline_perf_us": 11.495,
        "t_hw_us": 1.97
      },
      "2": {
        "baseline_perf_us": 31.83,
        "t_hw_us": 13.11
      },
      "3": {
        "baseline_perf_us": 87.98,
        "t_hw_us": 41.94
      },
      "4": {
        "baseline_perf_us": 817.845,
        "t_hw_us": 251.66
      },
      "5": {
        "baseline_perf_us": 1353.855,
        "t_hw_us": 209.72
      },
      "6": {
        "baseline_perf_us": 11.485,
        "t_hw_us": 1.96
      },
      "7": {
        "baseline_perf_us": 11.59,
        "t_hw_us": 1.93
      },
      "8": {
        "baseline_perf_us": 14.5,
        "t_hw_us": 4.43
      },
      "9": {
        "baseline_perf_us": 588.285,
        "t_hw_us": 186.34
      },
      "10": {
        "baseline_perf_us": 11.46,
        "t_hw_us": 1.97
      },
      "11": {
        "baseline_perf_us": 13.24,
        "t_hw_us": 3.42
      },
      "12": {
        "baseline_perf_us": 9.21,
        "t_hw_us": 2.5
      },
      "13": {
        "baseline_perf_us": 87.7,
        "t_hw_us": 54.56
      },
      "14": {
        "baseline_perf_us": 17.95,
        "t_hw_us": 5.7
      },
      "15": {
        "baseline_perf_us": 13.07,
        "t_hw_us": 3.28
      },
      "16": {
        "baseline_perf_us": 14.21,
        "t_hw_us": 3.92
      },
      "17": {
        "baseline_perf_us": 13.92,
        "t_hw_us": 3.93
      },
      "18": {
        "baseline_perf_us": 19.52,
        "t_hw_us": 7.85
      },
      "19": {
        "baseline_perf_us": 17.62,
        "t_hw_us": 7.84
      },
      "20": {
        "baseline_perf_us": 69.12,
        "t_hw_us": 32.97
      }
    },
    "mish": {
      "1": {
        "baseline_perf_us": 5.88,
        "t_hw_us": 1.31
      },
      "2": {
        "baseline_perf_us": 16.4,
        "t_hw_us": 10.49
      },
      "3": {
        "baseline_perf_us": 52.37,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 206.72,
        "t_hw_us": 83.89
      },
      "5": {
        "baseline_perf_us": 388.81,
        "t_hw_us": 167.77
      },
      "6": {
        "baseline_perf_us": 6.03,
        "t_hw_us": 1.31
      },
      "7": {
        "baseline_perf_us": 5.645,
        "t_hw_us": 1.29
      },
      "8": {
        "baseline_perf_us": 7.58,
        "t_hw_us": 2.96
      },
      "9": {
        "baseline_perf_us": 148.8,
        "t_hw_us": 62.11
      },
      "10": {
        "baseline_perf_us": 5.88,
        "t_hw_us": 1.31
      },
      "11": {
        "baseline_perf_us": 7.19,
        "t_hw_us": 2.73
      },
      "12": {
        "baseline_perf_us": 5.81,
        "t_hw_us": 1.25
      },
      "13": {
        "baseline_perf_us": 39.905,
        "t_hw_us": 27.28
      },
      "14": {
        "baseline_perf_us": 11.95,
        "t_hw_us": 3.79
      },
      "15": {
        "baseline_perf_us": 7.09,
        "t_hw_us": 2.62
      },
      "16": {
        "baseline_perf_us": 9.37,
        "t_hw_us": 2.61
      },
      "17": {
        "baseline_perf_us": 9.3,
        "t_hw_us": 2.62
      },
      "18": {
        "baseline_perf_us": 10.59,
        "t_hw_us": 5.24
      },
      "19": {
        "baseline_perf_us": 9.5,
        "t_hw_us": 2.61
      },
      "20": {
        "baseline_perf_us": 37.59,
        "t_hw_us": 26.37
      }
    },
    "sigmoid": {
      "1": {
        "baseline_perf_us": 4.25,
        "t_hw_us": 1.31
      },
      "2": {
        "baseline_perf_us": 15.23,
        "t_hw_us": 10.49
      },
      "3": {
        "baseline_perf_us": 29.635,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 168.32,
        "t_hw_us": 83.89
      },
      "5": {
        "baseline_perf_us": 387.715,
        "t_hw_us": 167.77
      },
      "6": {
        "baseline_perf_us": 4.51,
        "t_hw_us": 1.31
      },
      "7": {
        "baseline_perf_us": 4.41,
        "t_hw_us": 1.29
      },
      "8": {
        "baseline_perf_us": 6.42,
        "t_hw_us": 2.95
      },
      "9": {
        "baseline_perf_us": 113.67,
        "t_hw_us": 62.11
      },
      "10": {
        "baseline_perf_us": 4.41,
        "t_hw_us": 1.31
      },
      "11": {
        "baseline_perf_us": 6.16,
        "t_hw_us": 2.73
      },
      "12": {
        "baseline_perf_us": 4.36,
        "t_hw_us": 1.25
      },
      "13": {
        "baseline_perf_us": 37.825,
        "t_hw_us": 27.28
      },
      "14": {
        "baseline_perf_us": 8.32,
        "t_hw_us": 3.79
      },
      "15": {
        "baseline_perf_us": 6.04,
        "t_hw_us": 2.62
      },
      "16": {
        "baseline_perf_us": 6.83,
        "t_hw_us": 2.61
      },
      "17": {
        "baseline_perf_us": 6.66,
        "t_hw_us": 2.62
      },
      "18": {
        "baseline_perf_us": 8.97,
        "t_hw_us": 5.24
      },
      "19": {
        "baseline_perf_us": 6.79,
        "t_hw_us": 2.61
      },
      "20": {
        "baseline_perf_us": 36.74,
        "t_hw_us": 26.37
      }
    },
    "swi_glu": {
      "1": {
        "baseline_perf_us": 6.75,
        "t_hw_us": 2.62
      },
      "2": {
        "baseline_perf_us": 27.47,
        "t_hw_us": 20.97
      },
      "3": {
        "baseline_perf_us": 57.455,
        "t_hw_us": 41.94
      },
      "4": {
        "baseline_perf_us": 294.38,
        "t_hw_us": 167.77
      },
      "5": {
        "baseline_perf_us": 620.68,
        "t_hw_us": 333.99
      },
      "6": {
        "baseline_perf_us": 6.3,
        "t_hw_us": 2.62
      },
      "7": {
        "baseline_perf_us": 6.985,
        "t_hw_us": 2.54
      },
      "8": {
        "baseline_perf_us": 9.55,
        "t_hw_us": 5.91
      },
      "9": {
        "baseline_perf_us": 21.21,
        "t_hw_us": 2.33
      },
      "10": {
        "baseline_perf_us": 6.725,
        "t_hw_us": 2.62
      },
      "11": {
        "baseline_perf_us": 3.83,
        "t_hw_us": 1.0
      },
      "12": {
        "baseline_perf_us": 25.0,
        "t_hw_us": 2.5
      },
      "13": {
        "baseline_perf_us": 3.52,
        "t_hw_us": 1.0
      },
      "14": {
        "baseline_perf_us": 9.06,
        "t_hw_us": 3.8
      },
      "15": {
        "baseline_perf_us": 8.73,
        "t_hw_us": 5.24
      },
      "16": {
        "baseline_perf_us": 9.47,
        "t_hw_us": 5.2
      },
      "17": {
        "baseline_perf_us": 9.72,
        "t_hw_us": 5.24
      },
      "18": {
        "baseline_perf_us": 27.47,
        "t_hw_us": 20.95
      },
      "19": {
        "baseline_perf_us": 16.15,
        "t_hw_us": 10.45
      },
      "20": {
        "baseline_perf_us": 21.225,
        "t_hw_us": 13.06
      }
    }
  },
  "level2": {
    "apply_adam_w": {
      "1": {
        "baseline_perf_us": 16.46,
        "t_hw_us": 10.49
      },
      "2": {
        "baseline_perf_us": 30.18,
        "t_hw_us": 20.97
      },
      "3": {
        "baseline_perf_us": 128.83,
        "t_hw_us": 83.89
      },
      "4": {
        "baseline_perf_us": 312.435,
        "t_hw_us": 167.77
      },
      "5": {
        "baseline_perf_us": 320.605,
        "t_hw_us": 167.77
      },
      "6": {
        "baseline_perf_us": 11.58,
        "t_hw_us": 5.23
      },
      "7": {
        "baseline_perf_us": 16.08,
        "t_hw_us": 10.3
      },
      "8": {
        "baseline_perf_us": 11.91,
        "t_hw_us": 5.91
      },
      "9": {
        "baseline_perf_us": 503.455,
        "t_hw_us": 248.46
      },
      "10": {
        "baseline_perf_us": 16.545,
        "t_hw_us": 10.51
      },
      "11": {
        "baseline_perf_us": 11.51,
        "t_hw_us": 5.46
      },
      "12": {
        "baseline_perf_us": 10.91,
        "t_hw_us": 5.0
      },
      "13": {
        "baseline_perf_us": 180.335,
        "t_hw_us": 109.13
      },
      "14": {
        "baseline_perf_us": 22.53,
        "t_hw_us": 15.21
      },
      "15": {
        "baseline_perf_us": 16.345,
        "t_hw_us": 10.49
      },
      "16": {
        "baseline_perf_us": 17.35,
        "t_hw_us": 10.45
      },
      "17": {
        "baseline_perf_us": 17.06,
        "t_hw_us": 10.47
      },
      "18": {
        "baseline_perf_us": 29.125,
        "t_hw_us": 20.94
      },
      "19": {
        "baseline_perf_us": 17.75,
        "t_hw_us": 10.45
      },
      "20": {
        "baseline_perf_us": 172.065,
        "t_hw_us": 105.49
      }
    },
    "apply_rotary_pos_emb": {
      "1": {
        "baseline_perf_us": 79.215,
        "t_hw_us": 42.02
      },
      "2": {
        "baseline_perf_us": 113.24,
        "t_hw_us": 71.06
      },
      "3": {
        "baseline_perf_us": 39.725,
        "t_hw_us": 17.47
      },
      "4": {
        "baseline_perf_us": 180.82,
        "t_hw_us": 39.33
      },
      "5": {
        "baseline_perf_us": 391.07,
        "t_hw_us": 168.43
      },
      "6": {
        "baseline_perf_us": 364.325,
        "t_hw_us": 41.74
      },
      "7": {
        "baseline_perf_us": 57.25,
        "t_hw_us": 27.72
      },
      "8": {
        "baseline_perf_us": 60.48,
        "t_hw_us": 31.97
      },
      "9": {
        "baseline_perf_us": 102.77,
        "t_hw_us": 23.77
      },
      "10": {
        "baseline_perf_us": 68.54,
        "t_hw_us": 19.56
      },
      "11": {
        "baseline_perf_us": 186.7,
        "t_hw_us": 118.34
      },
      "12": {
        "baseline_perf_us": 57.6,
        "t_hw_us": 5.76
      },
      "13": {
        "baseline_perf_us": 423.87,
        "t_hw_us": 120.0
      },
      "14": {
        "baseline_perf_us": 10.0,
        "t_hw_us": 1.0
      },
      "15": {
        "baseline_perf_us": 26.1,
        "t_hw_us": 2.61
      },
      "16": {
        "baseline_perf_us": 22.06,
        "t_hw_us": 5.01
      },
      "17": {
        "baseline_perf_us": 2489.31,
        "t_hw_us": 314.6
      },
      "18": {
        "baseline_perf_us": 23.28,
        "t_hw_us": 5.26
      },
      "19": {
        "baseline_perf_us": 10.0,
        "t_hw_us": 1.0
      },
      "20": {
        "baseline_perf_us": 146.54,
        "t_hw_us": 64.85
      }
    },
    "arg_max": {
      "1": {
        "baseline_perf_us": 6.09,
        "t_hw_us": 1.31
      },
      "2": {
        "baseline_perf_us": 16.63,
        "t_hw_us": 10.49
      },
      "3": {
        "baseline_perf_us": 31.25,
        "t_hw_us": 20.97
      },
      "4": {
        "baseline_perf_us": 235.02,
        "t_hw_us": 167.77
      },
      "5": {
        "baseline_perf_us": 200.98,
        "t_hw_us": 167.77
      },
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