{
  "tests": [
    {
      "name": "reduceSum float32 1D constant tensor all positive default options",
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
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            25.62685451963782,
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          "type": "float32",
          "constant": true
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      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 1D tensor all positive default options",
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
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            60.17613590317996
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          "type": "float32"
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      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 1D tensor all negative default options",
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            -51.77016701194195,
            -34.46467785404002,
            -40.983506494422414,
            -83.34922667410298,
            -67.67525749941849,
            -18.703119061215574,
            -20.281060841405974,
            -20.123054810748656,
            -83.63451764199297,
            -23.651085471445683,
            -10.20843911447325,
            -36.212902987180804,
            -76.26201536868358,
            -9.094745329540757,
            -53.88933855716023,
            -67.52341028201596,
            -71.14580362299527,
            -82.04484921713924,
            -96.29924980334548,
            -68.46700365583722,
            -26.107193300700942,
            -68.01821308673175,
            -4.833076925370335,
            -48.90069809349882
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          "type": "float32"
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      },
      "expected": {
        "name": "output",
        "data": -1163.642578125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 1D tensor all positive integers default options", // test with float32 values which are equivalent to integers
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            56,
            90,
            67,
            33,
            20,
            58,
            22,
            15,
            86,
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            99,
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            60,
            89,
            50,
            57,
            77,
            89,
            10,
            2
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 1307,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 1D tensor all negative integers default options", // test with float32 values which are equivalent to integers
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            -55,
            -36,
            -74,
            -17,
            -67,
            -95,
            -3,
            -67,
            -95,
            -13,
            -45,
            -9,
            -33,
            -98,
            -86,
            -11,
            -70,
            -44,
            -31,
            -68,
            -79,
            -24,
            -60,
            -36
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": -1216,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 2D tensor default options",
      "inputs": {
        "input": {
          "shape": [4, 6],
          "data": [
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            32.64223805640243,
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            77.01777099153088,
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            45.007949804090174,
            24.39779644056914,
            57.50268541631618,
            57.60172895173401,
            80.26985885745457,
            43.65110628848945,
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            35.54289690580114,
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            98.85772999308332,
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          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 3D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 3, 4],
          "data": [
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            98.85772999308332,
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            60.17613590317996
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          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 4D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 5D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 1, 4, 1, 3],
          "data": [
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          "type": "float32"
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      },
      "expected": {
        "name": "output",
        "data": 1313.87939453125,
        "type": "float32"
      }
    },
    {
      "name": "reduceSum float32 3D tensor options.axes",
      "inputs": {
        "input": {
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          "type": "float32"
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      },
      "options": {
        "axes": [2]
      },
      "expected": {
        "shape": [2, 3],
        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceSum float32 4D tensor options.axes",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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          "type": "float32"
        }
      },
      "options": {
        "axes": [0, 2]
      },
      "expected": {
        "shape": [2, 3],
        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceSum float32 3D tensor options.keepDimensions=false",
      "inputs": {
        "input": {
          "shape": [2, 3, 4],
          "data": [
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          "type": "float32"
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      },
      "options": {
        "keepDimensions": false
      },
      "expected": {
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        "type": "float32"
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    },
    {
      "name": "reduceSum float32 3D tensor options.keepDimensions=true",
      "inputs": {
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          "type": "float32"
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      },
      "options": {
        "keepDimensions": true
      },
      "expected": {
        "shape": [1, 1, 1],
        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceSum float32 4D tensor options.keepDimensions=false",
      "inputs": {
        "input": {
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          "type": "float32"
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      },
      "options": {
        "keepDimensions": false
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      "expected": {
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    },
    {
      "name": "reduceSum float32 4D tensor options.keepDimensions=true",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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      "options": {
        "keepDimensions": true
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      "expected": {
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        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceSum float32 4D tensor options.axes with options.keepDimensions=false",
      "inputs": {
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          "type": "float32"
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      },
      "options": {
        "axes": [1, 3]
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      "expected": {
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        "data": [
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    {
      "name": "reduceSum float32 4D tensor options.axes with options.keepDimensions=true",
      "inputs": {
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      "options": {
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      "expected": {
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}