{
  "tests": [
    {
      "name": "reduceL2 float32 1D constant tensor all positive default options", // default options: {axes: null, keepDimensions: false}
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            4.860227954324237,
            88.23184532015614,
            54.489688892595865,
            64.75027573238448,
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            41.888577644260664,
            73.65445188651776,
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            48.345430062443896,
            82.3919051922353,
            77.86200561022456,
            93.31141688733462,
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            60.292898644959706,
            13.23059966965019,
            20.535988317971942,
            53.451616950541414,
            11.32008585820996,
            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 1D tensor all positive default options", // default options: {axes: null, keepDimensions: false}
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            4.860227954324237,
            88.23184532015614,
            54.489688892595865,
            64.75027573238448,
            6.855991445231058,
            91.3987084155092,
            41.888577644260664,
            73.65445188651776,
            35.31573479319383,
            48.345430062443896,
            82.3919051922353,
            77.86200561022456,
            93.31141688733462,
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            60.292898644959706,
            13.23059966965019,
            20.535988317971942,
            53.451616950541414,
            11.32008585820996,
            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 1D tensor all negative default options",
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            -66.80042739154972,
            -53.00005108985402,
            -59.58587770117833,
            -46.14393008028177,
            -49.60613922872308,
            -12.832738832929593,
            -88.05061277508285,
            -75.56246522621561,
            -50.767774970060664,
            -36.96630141451547,
            -26.34404432713906,
            -58.905464928590476,
            -94.28752832403735,
            -22.780279721601616,
            -84.34877530084705,
            -60.477345782692815,
            -41.45580712299912,
            -92.84781353832356,
            -85.0544854150549,
            -30.23526041853337,
            -47.33807956591096,
            -25.26842900087003,
            -78.1195878278582,
            -28.3309437256642
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 292.57574462890625,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 1D tensor all positive integers default options", // test with float32 values which are equivalent to integers
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            4,
            29,
            8,
            56,
            42,
            78,
            89,
            64,
            56,
            81,
            85,
            18,
            6,
            39,
            35,
            63,
            87,
            50,
            81,
            89,
            5,
            8,
            37,
            37
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 274.4029846191406,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 1D tensor all negative integers default options", // test with float32 values which are equivalent to integers
      "inputs": {
        "input": {
          "shape": [24],
          "data": [
            -70,
            -78,
            -65,
            -77,
            -25,
            -47,
            -63,
            -67,
            -66,
            -15,
            -28,
            -75,
            -88,
            -54,
            -13,
            -27,
            -5,
            -18,
            -68,
            -71,
            -50,
            -56,
            -99,
            -99
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 300.3830871582031,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 2D tensor default options",
      "inputs": {
        "input": {
          "shape": [4, 6],
          "data": [
            4.860227954324237,
            88.23184532015614,
            54.489688892595865,
            64.75027573238448,
            6.855991445231058,
            91.3987084155092,
            41.888577644260664,
            73.65445188651776,
            35.31573479319383,
            48.345430062443896,
            82.3919051922353,
            77.86200561022456,
            93.31141688733462,
            62.486883544675194,
            60.292898644959706,
            13.23059966965019,
            20.535988317971942,
            53.451616950541414,
            11.32008585820996,
            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 3D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 3, 4],
          "data": [
            4.860227954324237,
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            64.75027573238448,
            6.855991445231058,
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            41.888577644260664,
            73.65445188651776,
            35.31573479319383,
            48.345430062443896,
            82.3919051922353,
            77.86200561022456,
            93.31141688733462,
            62.486883544675194,
            60.292898644959706,
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            20.535988317971942,
            53.451616950541414,
            11.32008585820996,
            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 4D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
            4.860227954324237,
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            54.489688892595865,
            64.75027573238448,
            6.855991445231058,
            91.3987084155092,
            41.888577644260664,
            73.65445188651776,
            35.31573479319383,
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            82.3919051922353,
            77.86200561022456,
            93.31141688733462,
            62.486883544675194,
            60.292898644959706,
            13.23059966965019,
            20.535988317971942,
            53.451616950541414,
            11.32008585820996,
            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 5D tensor default options",
      "inputs": {
        "input": {
          "shape": [2, 1, 4, 1, 3],
          "data": [
            4.860227954324237,
            88.23184532015614,
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            93.31141688733462,
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            53.451616950541414,
            11.32008585820996,
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            43.65894603418228,
            0.8374307376408652,
            0.6848266407317727,
            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 3D tensor options.axes",
      "inputs": {
        "input": {
          "shape": [2, 3, 4],
          "data": [
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            53.451616950541414,
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            64.75763553379184,
            43.65894603418228,
            0.8374307376408652,
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            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "options": {
        "axes": [2]
      },
      "expected": {
        "name": "output",
        "shape": [2, 3],
        "data": [
          122.352783203125,
          124.8213119506836,
          128.20062255859375,
          128.14801025390625,
          87.18083953857422,
          55.043975830078125
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        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 4D tensor options.axes",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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            33.504704671527506
          ],
          "type": "float32"
        }
      },
      "options": {
        "axes": [0, 2]
      },
      "expected": {
        "name": "output",
        "shape": [2, 3],
        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceL2 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": {
        "name": "output",
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    },
    {
      "name": "reduceL2 float32 3D tensor options.keepDimensions=true",
      "inputs": {
        "input": {
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          "type": "float32"
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      },
      "options": {
        "keepDimensions": true
      },
      "expected": {
        "name": "output",
        "shape": [1, 1, 1],
        "data": [
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        "type": "float32"
      }
    },
    {
      "name": "reduceL2 float32 4D tensor options.keepDimensions=false",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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          "type": "float32"
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      },
      "options": {
        "keepDimensions": false
      },
      "expected": {
        "name": "output",
        "data": 272.0996398925781,
        "type": "float32"
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    },
    {
      "name": "reduceL2 float32 4D tensor options.keepDimensions=true",
      "inputs": {
        "input": {
          "shape": [2, 2, 2, 3],
          "data": [
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      },
      "options": {
        "keepDimensions": true
      },
      "expected": {
        "name": "output",
        "shape": [1, 1, 1, 1],
        "data": [
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        "type": "float32"
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    },
    {
      "name": "reduceL2 float32 4D tensor options.axes with options.keepDimensions=false",
      "inputs": {
        "input": {
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          "type": "float32"
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      },
      "options": {
        "axes": [1, 3]
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      "expected": {
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        "shape": [2, 2],
        "data": [
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    {
      "name": "reduceL2 float32 4D tensor options.axes with options.keepDimensions=true",
      "inputs": {
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      "options": {
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      "expected": {
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        "shape": [1, 2, 2, 1],
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}