{
  "tests": [
    {
      "name": "hardSwish float32 1D constant tensor",
      "inputs": {
        "x": {
          "shape": [24],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32",
          "constant": true
        }
      },
      "expected": {
        "name": "output",
        "shape": [24],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    },
    {
      "name": "hardSwish float32 1D tensor",
      "inputs": {
        "x": {
          "shape": [24],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [24],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    },
    {
      "name": "hardSwish float32 2D tensor",
      "inputs": {
        "x": {
          "shape": [4, 6],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [4, 6],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    },
    {
      "name": "hardSwish float32 3D tensor",
      "inputs": {
        "x": {
          "shape": [2, 3, 4],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 3, 4],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    },
    {
      "name": "hardSwish float32 4D tensor",
      "inputs": {
        "x": {
          "shape": [2, 2, 2, 3],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 2, 2, 3],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    },
    {
      "name": "hardSwish float32 5D tensor",
      "inputs": {
        "x": {
          "shape": [2, 1, 4, 1, 3],
          "data": [
            0.7341583533045579,
            9.118859151005996,
            3.545238531520827,
            2.621943879280181,
            -6.445507690595167,
            -1.6835596550754381,
            5.523179785756591,
            -5.958856051028132,
            -9.169189933081544,
            6.420943542920213,
            -3.293031330275471,
            1.0410166785810624,
            -7.246322671816956,
            -0.9472730969847909,
            -5.778352255817807,
            3.185229125228698,
            -7.261818072290236,
            4.174602615173795,
            3.7802628241590686,
            -6.07124038718255,
            -9.909919471919547,
            -7.744259390113584,
            -8.286120816748381,
            8.083491160956697
          ],
          "type": "float32"
        }
      },
      "expected": {
        "name": "output",
        "shape": [2, 1, 4, 1, 3],
        "data": [
          0.4569105803966522,
          9.11885929107666,
          3.545238494873047,
          2.4567370414733887,
          0,
          -0.3693843185901642,
          5.52318000793457,
          0,
          0,
          6.420943737030029,
          0,
          0.7011276483535767,
          0,
          -0.3240821659564972,
          0,
          3.1852290630340576,
          0,
          4.174602508544922,
          3.7802627086639404,
          0,
          0,
          0,
          0,
          8.083491325378418
        ],
        "type": "float32"
      }
    }
  ]
}