{
  "tests": [
    {
      "name": "where float32 0D scalars",
      "inputs": {
        "condition": {
          "shape": [],
          "data": [
            247
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [],
          "data": [
            -22.83924102783203
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [],
          "data": [
            -50.02232360839844
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [],
        "data": [
          -22.83924102783203
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 1D constant tensors",
      "inputs": {
        "condition": {
          "shape": [24],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8",
          "constant": true
        },
        "trueValues": {
          "shape": [24],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32",
          "constant": true
        },
        "falseValues": {
          "shape": [24],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "name": "output",
        "shape": [24],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 1D tensors",
      "inputs": {
        "condition": {
          "shape": [24],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [24],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [24],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [24],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 2D tensors",
      "inputs": {
        "condition": {
          "shape": [4, 6],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [4, 6],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [4, 6],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape":[4, 6],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 3D tensors",
      "inputs": {
        "condition": {
          "shape": [2, 3, 4],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 3, 4],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 3, 4],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 3, 4],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors",
      "inputs": {
        "condition": {
          "shape": [2, 2, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 5D tensors",
      "inputs": {
        "condition": {
          "shape": [2, 2, 1, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 1, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 1, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 1, 2, 3],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -21.683168411254883,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast condition 0D to 4D",
      "inputs": {
        "condition": {
          "shape": [],
          "data": [
            247
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          89.99047088623047,
          -1.5351932048797607,
          -83.77035522460938,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          -83.15333557128906,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          -10.8577880859375,
          -23.302522659301758,
          30.851404190063477,
          -58.82704544067383
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast condition 1D to 4D",
      "inputs": {
        "condition": {
          "shape": [3],
          "data": [
            253,
            222,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          89.99047088623047,
          -39.82423782348633,
          -83.77035522460938,
          29.59670639038086,
          -46.46003341674805,
          -6.663239002227783,
          -83.15333557128906,
          35.14354705810547,
          -45.470706939697266,
          50.38861083984375,
          60.741416931152344,
          47.503013610839844,
          -21.95842933654785,
          34.315250396728516,
          -76.8262710571289,
          67.0030746459961,
          91.12223052978516,
          -29.081029891967773,
          -12.19106674194336,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast condition 2D to 4D",
      "inputs": {
        "condition": {
          "shape": [2, 1],
          "data": [
            103,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          89.99047088623047,
          -1.5351932048797607,
          -21.683168411254883,
          -67.3449478149414,
          -46.46003341674805,
          -6.663239002227783,
          -83.15333557128906,
          -90.47624206542969,
          11.960981369018555,
          76.65287780761719,
          60.741416931152344,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          7.7088470458984375,
          -82.2353286743164,
          91.12223052978516,
          -29.081029891967773,
          -12.19106674194336,
          -10.8577880859375,
          62.31299591064453,
          48.867103576660156,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast condition 3D to 4D",
      "inputs": {
        "condition": {
          "shape": [1, 2, 3],
          "data": [
            235,
            0,
            93,
            213,
            0,
            117
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          66.7642593383789,
          -1.5351932048797607,
          -83.77035522460938,
          -67.3449478149414,
          -37.10446548461914,
          -6.663239002227783,
          65.5730209350586,
          -90.47624206542969,
          -45.470706939697266,
          76.65287780761719,
          46.510799407958984,
          47.503013610839844,
          -30.397233963012695,
          42.89878463745117,
          -76.8262710571289,
          -82.2353286743164,
          40.09717559814453,
          -29.081029891967773,
          74.97810363769531,
          -10.8577880859375,
          -23.302522659301758,
          48.867103576660156,
          -58.82704544067383
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast condition 4D to 4D",
      "inputs": {
        "condition": {
          "shape": [1, 2, 2, 1],
          "data": [
            0,
            165,
            0,
            90
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          90.44255065917969,
          66.7642593383789,
          -39.82423782348633,
          -83.77035522460938,
          29.59670639038086,
          -37.10446548461914,
          -55.907073974609375,
          65.5730209350586,
          35.14354705810547,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          -93.93305206298828,
          -30.397233963012695,
          34.315250396728516,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          22.937334060668945,
          74.97810363769531,
          18.877336502075195,
          -23.302522659301758,
          30.851404190063477,
          -58.82704544067383
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast trueValues 2D to 4D",
      "inputs": {
        "condition": {
          "shape": [2, 2, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 3],
          "data":  [
            38.77214050292969,
            18.20477294921875,
            -11.542049407958984,
            -82.74693298339844,
            -18.61202621459961,
            -75.77534484863281
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          38.77214050292969,
          66.7642593383789,
          -11.542049407958984,
          -21.683168411254883,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          65.5730209350586,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          18.20477294921875,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          18.20477294921875,
          18.877336502075195,
          -82.74693298339844,
          -18.61202621459961,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast trueValues 4D to 4D",
      "inputs": {
        "condition": {
          "shape": [2, 2, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 1, 1],
          "data": [
            -29.164173126220703,
            32.200286865234375,
            -6.146966457366943,
            -24.822790145874023
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            90.44255065917969,
            66.7642593383789,
            -39.82423782348633,
            -21.683168411254883,
            -67.3449478149414,
            -46.46003341674805,
            -55.907073974609375,
            65.5730209350586,
            35.14354705810547,
            11.960981369018555,
            76.65287780761719,
            60.741416931152344,
            -93.93305206298828,
            -30.397233963012695,
            34.315250396728516,
            7.7088470458984375,
            -82.2353286743164,
            91.12223052978516,
            22.937334060668945,
            74.97810363769531,
            18.877336502075195,
            62.31299591064453,
            48.867103576660156,
            -75.41789245605469
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          -29.164173126220703,
          66.7642593383789,
          -29.164173126220703,
          -21.683168411254883,
          -29.164173126220703,
          -29.164173126220703,
          32.200286865234375,
          65.5730209350586,
          32.200286865234375,
          32.200286865234375,
          32.200286865234375,
          32.200286865234375,
          -6.146966457366943,
          -6.146966457366943,
          -6.146966457366943,
          -6.146966457366943,
          -6.146966457366943,
          -6.146966457366943,
          -24.822790145874023,
          -24.822790145874023,
          18.877336502075195,
          -24.822790145874023,
          -24.822790145874023,
          -75.41789245605469
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast falseValues 3D to 4D",
      "inputs": {
        "condition": {
          "shape": [2, 2, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 1],
          "data": [
            -86.59848022460938,
            -67.72773742675781,
            -30.731334686279297,
            -93.49223327636719
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          -86.59848022460938,
          -1.5351932048797607,
          -67.72773742675781,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          -30.731334686279297,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          -30.731334686279297,
          -23.302522659301758,
          30.851404190063477,
          -93.49223327636719
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors only broadcast falseValues 4D to 4D",
      "inputs": {
        "condition": {
          "shape": [2, 2, 2, 3],
          "data": [
            241,
            0,
            85,
            0,
            227,
            51,
            202,
            0,
            104,
            227,
            129,
            129,
            175,
            134,
            130,
            140,
            103,
            46,
            158,
            17,
            0,
            41,
            94,
            0
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 2, 2, 3],
          "data": [
            70.27151489257812,
            89.99047088623047,
            -1.5351932048797607,
            -83.77035522460938,
            29.59670639038086,
            -37.10446548461914,
            -6.663239002227783,
            -83.15333557128906,
            -90.47624206542969,
            -45.470706939697266,
            50.38861083984375,
            46.510799407958984,
            47.503013610839844,
            -21.95842933654785,
            42.89878463745117,
            -76.8262710571289,
            67.0030746459961,
            40.09717559814453,
            -29.081029891967773,
            -12.19106674194336,
            -10.8577880859375,
            -23.302522659301758,
            30.851404190063477,
            -58.82704544067383
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [1, 2, 1, 3],
          "data": [
            17.777414321899414,
            -1.9890096187591553,
            -57.28207015991211,
            -80.01390838623047,
            66.87323760986328,
            -31.328258514404297
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          70.27151489257812,
          -1.9890096187591553,
          -1.5351932048797607,
          17.777414321899414,
          29.59670639038086,
          -37.10446548461914,
          -6.663239002227783,
          66.87323760986328,
          -90.47624206542969,
          -45.470706939697266,
          50.38861083984375,
          46.510799407958984,
          47.503013610839844,
          -21.95842933654785,
          42.89878463745117,
          -76.8262710571289,
          67.0030746459961,
          40.09717559814453,
          -29.081029891967773,
          -12.19106674194336,
          -31.328258514404297,
          -23.302522659301758,
          30.851404190063477,
          -31.328258514404297
        ],
        "type": "float32"
      }
    },
    {
      "name": "where float32 4D tensors all broadcast 4D",
      "inputs": {
        "condition": {
          "shape": [2, 1, 1, 1],
          "data": [
            58,
            217
          ],
          "type": "uint8"
        },
        "trueValues": {
          "shape": [2, 3],
          "data": [
            38.77214050292969,
            18.20477294921875,
            -11.542049407958984,
            -82.74693298339844,
            -18.61202621459961,
            -75.77534484863281
          ],
          "type": "float32"
        },
        "falseValues": {
          "shape": [2, 2, 1],
          "data":[
            -86.59848022460938,
            -67.72773742675781,
            -30.731334686279297,
            -93.49223327636719
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          38.77214050292969,
          18.20477294921875,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          18.20477294921875,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          18.20477294921875,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281,
          38.77214050292969,
          18.20477294921875,
          -11.542049407958984,
          -82.74693298339844,
          -18.61202621459961,
          -75.77534484863281
        ],
        "type": "float32"
      }
    }
  ]
}