{
  "tests": [
    {
      "name": "batchNormalization float32 2D tensor (mean and variance are non-constant) default options",
      "inputs": {
        "input": {
          "shape": [4, 6],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [6],
          "data": [
            -7.814267643537363,
            -95.6412954353084,
            38.154405424391285,
            -55.9520351570133,
            -87.8650062484926,
            -41.636455304505525
          ],
          "type": "float32"
        },
        "variance": {
          "shape": [6],
          "data": [
            60.311864286118144,
            26.432604504927436,
            53.275636661772396,
            40.146120500534074,
            59.41098289103077,
            35.99981828466932
          ],
          "type": "float32"
        }
      },
      "expected": {
        "shape": [4, 6],
        "data": [
          -4.312741756439209,
          31.068212509155273,
          -13.910240173339844,
          1.4459478855133057,
          22.170541763305664,
          -6.407354354858398,
          -6.995829105377197,
          18.583200454711914,
          -10.831125259399414,
          17.820920944213867,
          16.2480411529541,
          16.447195053100586,
          11.57226848602295,
          1.8526301383972168,
          5.306026458740234,
          24.145092010498047,
          8.629376411437988,
          -9.216986656188965,
          -0.1989477425813675,
          34.203548431396484,
          -16.923160552978516,
          18.671411514282227,
          2.5159497261047363,
          4.921559810638428
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 2D constant tensor default options",
      "inputs": {
        "input": {
          "shape": [4, 6],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32",
          "constant": true
        },
        "mean": {
          "shape": [6],
          "data": [
            -7.814267643537363,
            -95.6412954353084,
            38.154405424391285,
            -55.9520351570133,
            -87.8650062484926,
            -41.636455304505525
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [6],
          "data": [
            60.311864286118144,
            26.432604504927436,
            53.275636661772396,
            40.146120500534074,
            59.41098289103077,
            35.99981828466932
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [4, 6],
        "data": [
          -4.312741756439209,
          31.068212509155273,
          -13.910240173339844,
          1.4459478855133057,
          22.170541763305664,
          -6.407354354858398,
          -6.995829105377197,
          18.583200454711914,
          -10.831125259399414,
          17.820920944213867,
          16.2480411529541,
          16.447195053100586,
          11.57226848602295,
          1.8526301383972168,
          5.306026458740234,
          24.145092010498047,
          8.629376411437988,
          -9.216986656188965,
          -0.1989477425813675,
          34.203548431396484,
          -16.923160552978516,
          18.671411514282227,
          2.5159497261047363,
          4.921559810638428
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 2D tensor default options",
      "inputs": {
        "input": {
          "shape": [4, 6],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [6],
          "data": [
            -7.814267643537363,
            -95.6412954353084,
            38.154405424391285,
            -55.9520351570133,
            -87.8650062484926,
            -41.636455304505525
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [6],
          "data": [
            60.311864286118144,
            26.432604504927436,
            53.275636661772396,
            40.146120500534074,
            59.41098289103077,
            35.99981828466932
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [4, 6],
        "data": [
          -4.312741756439209,
          31.068212509155273,
          -13.910240173339844,
          1.4459478855133057,
          22.170541763305664,
          -6.407354354858398,
          -6.995829105377197,
          18.583200454711914,
          -10.831125259399414,
          17.820920944213867,
          16.2480411529541,
          16.447195053100586,
          11.57226848602295,
          1.8526301383972168,
          5.306026458740234,
          24.145092010498047,
          8.629376411437988,
          -9.216986656188965,
          -0.1989477425813675,
          34.203548431396484,
          -16.923160552978516,
          18.671411514282227,
          2.5159497261047363,
          4.921559810638428
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 3D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 3, 4],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            12.810381162337634,
            63.13715247590298,
            -61.6298331266107
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            18.35824023925998,
            41.847234441124506,
            16.128282835364406
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [2, 3, 4],
        "data": [
          -12.630594253540039,
          11.967890739440918,
          -17.781383514404297,
          -13.910285949707031,
          3.0739352703094482,
          -22.139259338378906,
          -19.36661148071289,
          -9.775517463684082,
          5.161267280578613,
          29.53006935119629,
          24.651947021484375,
          29.550840377807617,
          16.161500930786133,
          -23.088642120361328,
          14.954023361206055,
          19.656957626342773,
          -13.06058406829834,
          -24.745210647583008,
          -11.206846237182617,
          2.638929843902588,
          -5.910898208618164,
          30.871898651123047,
          -1.7038332223892212,
          12.331327438354492
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          -16.842504501342773,
          2.2579827308654785,
          -20.842041015625,
          -17.836172103881836,
          -1.7581257820129395,
          -19.30902862548828,
          -17.37898826599121,
          -10.702629089355469,
          6.4271392822265625,
          17.812623977661133,
          15.533489227294922,
          17.822328567504883,
          5.514280319213867,
          -24.963077545166016,
          4.576685905456543,
          8.228469848632812,
          -12.989363670349121,
          -21.123029708862305,
          -11.698976516723633,
          -2.0609331130981445,
          1.2540507316589355,
          18.43954849243164,
          3.2196571826934814,
          9.777103424072266
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 5D tensor default options",
      "inputs": {
        "input": {
          "shape": [6, 1, 1, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [1],
          "data": [
            35.407824570198215
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [1],
          "data": [
            40.931099315280846
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [6, 1, 1, 2, 2],
        "data": [
          -11.990972518920898,
          4.4829583168029785,
          -15.440524101257324,
          -12.847999572753906,
          7.442382335662842,
          -18.051416397094727,
          -15.247910499572754,
          -5.550075531005859,
          -11.927642822265625,
          3.369194269180298,
          0.30708834528923035,
          3.382232427597046,
          7.291474342346191,
          -18.99486541748047,
          6.4828104972839355,
          9.632428169250488,
          -8.871702194213867,
          -20.686368942260742,
          -6.99733304977417,
          7.002535343170166,
          -18.877885818481445,
          4.211489677429199,
          -16.237018585205078,
          -7.42683744430542
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NCHW tensor options.axis=1",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "axis": 1
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          -16.842504501342773,
          2.2579827308654785,
          -20.842041015625,
          -17.836172103881836,
          -1.7581257820129395,
          -19.30902862548828,
          -17.37898826599121,
          -10.702629089355469,
          6.4271392822265625,
          17.812623977661133,
          15.533489227294922,
          17.822328567504883,
          5.514280319213867,
          -24.963077545166016,
          4.576685905456543,
          8.228469848632812,
          -12.989363670349121,
          -21.123029708862305,
          -11.698976516723633,
          -2.0609331130981445,
          1.2540507316589355,
          18.43954849243164,
          3.2196571826934814,
          9.777103424072266
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NHWC tensor options.axis=3",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
            -41.30732967168238,
            83.0222726565018,
            -40.902161220312074,
            64.08864045143429,
            -80.08049213079853,
            56.963061967558474,
            -63.376671841233104,
            -62.144380499565784,
            37.37249789808206,
            -46.7903680211994,
            -0.10012771650340824,
            57.04647733193906,
            82.05679802728304,
            -21.35103988063949,
            -85.36802529512583,
            -86.11642850667623,
            -96.93823797160586,
            62.35185227095363,
            76.88317547014259,
            -9.359310262561493,
            -68.4724340974042,
            97.03362133579051,
            80.2082435478892,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "axis": 3
      },
      "expected": {
        "shape": [2, 2, 2, 3],
        "data": [
          -16.842504501342773,
          -1.7581257820129395,
          6.4271392822265625,
          2.2579827308654785,
          -19.30902862548828,
          17.812623977661133,
          -20.842041015625,
          -17.37898826599121,
          15.533489227294922,
          -17.836172103881836,
          -10.702629089355469,
          17.822328567504883,
          5.514280319213867,
          -12.989363670349121,
          1.2540507316589355,
          -24.963077545166016,
          -21.123029708862305,
          18.43954849243164,
          4.576685905456543,
          -11.698976516723633,
          3.2196571826934814,
          8.228469848632812,
          -2.0609331130981445,
          9.777103424072266
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NCHW tensor options.scale",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "scale": {
          "shape": [3],
          "data": [
            65.50171582968795,
            -71.00757080938772,
            -5.569730877611249
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          -1103.212890625,
          147.90174865722656,
          -1365.189453125,
          -1168.2999267578125,
          124.84024047851562,
          1371.087158203125,
          1234.0396728515625,
          759.9676513671875,
          -35.79743576049805,
          -99.2115249633789,
          -86.51734924316406,
          -99.26557159423828,
          361.19482421875,
          -1635.1243896484375,
          299.78076171875,
          538.9788818359375,
          922.3430786132812,
          1499.89501953125,
          830.7158813476562,
          146.3418426513672,
          -6.984724998474121,
          -102.70331573486328,
          -17.9326229095459,
          -54.455833435058594
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NCHW tensor options.bias",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "bias": {
          "shape": [3],
          "data": [
            64.20446782594775,
            75.28591851497856,
            -84.57243127763437
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          47.36196517944336,
          66.46244812011719,
          43.3624267578125,
          46.36829376220703,
          73.52779388427734,
          55.976890563964844,
          57.90693283081055,
          64.58329010009766,
          -78.14529418945312,
          -66.75981140136719,
          -69.03894805908203,
          -66.75010681152344,
          69.71875,
          39.241390228271484,
          68.7811508178711,
          72.43293762207031,
          62.29655456542969,
          54.16288757324219,
          63.586944580078125,
          73.22498321533203,
          -83.3183822631836,
          -66.13288879394531,
          -81.35277557373047,
          -74.79533386230469
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NCHW tensor options.epsilon",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "epsilon": 1e-6 // A small value to prevent computational error due to divide-by-zero.
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          -16.842506408691406,
          2.2579832077026367,
          -20.842044830322266,
          -17.8361759185791,
          -1.758125901222229,
          -19.309030532836914,
          -17.37898826599121,
          -10.702629089355469,
          6.427139759063721,
          17.812625885009766,
          15.533490180969238,
          17.822330474853516,
          5.514281272888184,
          -24.96308135986328,
          4.576686382293701,
          8.228470802307129,
          -12.989363670349121,
          -21.123031616210938,
          -11.698976516723633,
          -2.0609331130981445,
          1.254050850868225,
          18.43954849243164,
          3.2196574211120605,
          9.777103424072266
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NCHW tensor options.activation relu",
      "inputs": {
        "input": {
          "shape": [2, 3, 2, 2],
          "data": [
            -41.30732967168238,
            64.08864045143429,
            -63.376671841233104,
            -46.7903680211994,
            83.0222726565018,
            -80.08049213079853,
            -62.144380499565784,
            -0.10012771650340824,
            -40.902161220312074,
            56.963061967558474,
            37.37249789808206,
            57.04647733193906,
            82.05679802728304,
            -86.11642850667623,
            76.88317547014259,
            97.03362133579051,
            -21.35103988063949,
            -96.93823797160586,
            -9.359310262561493,
            80.2082435478892,
            -85.36802529512583,
            62.35185227095363,
            -68.4724340974042,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "activation": "relu"
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          0,
          2.2579827308654785,
          0,
          0,
          0,
          0,
          0,
          0,
          6.4271392822265625,
          17.812623977661133,
          15.533489227294922,
          17.822328567504883,
          5.514280319213867,
          0,
          4.576685905456543,
          8.228469848632812,
          0,
          0,
          0,
          0,
          1.2540507316589355,
          18.43954849243164,
          3.2196571826934814,
          9.777103424072266
        ],
        "type": "float32"
      }
    },
    {
      "name": "batchNormalization float32 4D NHWC tensor all options",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
            -41.30732967168238,
            83.0222726565018,
            -40.902161220312074,
            64.08864045143429,
            -80.08049213079853,
            56.963061967558474,
            -63.376671841233104,
            -62.144380499565784,
            37.37249789808206,
            -46.7903680211994,
            -0.10012771650340824,
            57.04647733193906,
            82.05679802728304,
            -21.35103988063949,
            -85.36802529512583,
            -86.11642850667623,
            -96.93823797160586,
            62.35185227095363,
            76.88317547014259,
            -9.359310262561493,
            -68.4724340974042,
            97.03362133579051,
            80.2082435478892,
            -12.107167478351585
          ],
          "type": "float32"
        },
        "mean": {
          "shape": [3],
          "data": [
            51.62914995931095,
            99.36075401019252,
            -96.14736495234415
          ],
          "type": "float32",
          "constant": true
        },
        "variance": {
          "shape": [3],
          "data": [
            30.448016067921067,
            86.36218998771075,
            73.88454888724165
          ],
          "type": "float32",
          "constant": true
        }
      },
      "options": {
        "scale": {
          "shape": [3],
          "data": [
            65.50171582968795,
            -71.00757080938772,
            -5.569730877611249
          ],
          "type": "float32"
        },
        "bias": {
          "shape": [3],
          "data": [
            64.20446782594775,
            75.28591851497856,
            -84.57243127763437
          ],
          "type": "float32"
        },
        "axis": 3,
        "epsilon": 1e-6,
        "activation": "relu"
      },
      "expected": {
        "shape": [2, 3, 2, 2],
        "data": [
          0,
          200.12615966796875,
          0,
          212.10623168945312,
          1446.3731689453125,
          0,
          0,
          1309.32568359375,
          0,
          0,
          835.2536010742188,
          0,
          425.39935302734375,
          997.6290893554688,
          0,
          0,
          1575.1810302734375,
          0,
          363.98529052734375,
          906.0018310546875,
          0,
          603.1834106445312,
          221.62777709960938,
          0
        ],
        "type": "float32"
      }
    }
  ]
}