onnxruntime/js/web/test/data/ops/instance-norm.jsonc

[
  {
    "name": "Simple test with NHWC",
    "operator": "InstanceNormalization",
    "inputShapeDefinitions": "rankOnly",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5, 4],
            "dims": [1, 4, 2, 2],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4],
            "dims": [4],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7],
            "dims": [4],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.6583645343780518, 3.552788257598877, 4.447211742401123, 5.341635704040527, 2.3167295455932617,
              4.105576515197754, 5.8944244384765625, 7.683271408081055, 6, 10.242595672607422, 6, 1.7574005126953125,
              12.36654281616211, 8.788846969604492, 5.211153030395508, 1.633458137512207
            ],
            "dims": [1, 4, 2, 2],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NHWC, components 1",
    "operator": "InstanceNormalization",
    "inputShapeDefinitions": "rankOnly",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5],
            "dims": [1, 5, 3, 1],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4, 5],
            "dims": [5],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7, 8],
            "dims": [5],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.775264263153076, 4, 5.224735260009766, 2.5505285263061523, 5, 7.449470520019531, 2.325794219970703, 6,
              9.674205780029297, 11.898944854736328, 7, 2.1010589599609375, 14.123676300048828, 8, 1.876321792602539
            ],
            "dims": [1, 5, 3, 1],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NHWC, components 2",
    "operator": "InstanceNormalization",
    "inputShapeDefinitions": "rankOnly",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8],
            "dims": [2, 6, 1, 1],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4, 5, 6],
            "dims": [6],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7, 8, 9],
            "dims": [6],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [4, 5, 6, 7, 8, 9, 4, 5, 6, 7, 8, 9],
            "dims": [2, 6, 1, 1],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NCHW",
    "operator": "InstanceNormalization",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5, 4],
            "dims": [1, 4, 2, 2],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4],
            "dims": [4],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7],
            "dims": [4],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.6583645343780518, 3.552788257598877, 4.447211742401123, 5.341635704040527, 2.3167295455932617,
              4.105576515197754, 5.8944244384765625, 7.683271408081055, 6, 10.242595672607422, 6, 1.7574005126953125,
              12.36654281616211, 8.788846969604492, 5.211153030395508, 1.633458137512207
            ],
            "dims": [1, 4, 2, 2],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NCHW, components 1",
    "operator": "InstanceNormalization",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5],
            "dims": [1, 5, 3, 1],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4, 5],
            "dims": [5],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7, 8],
            "dims": [5],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.775264263153076, 4, 5.224735260009766, 2.5505285263061523, 5, 7.449470520019531, 2.325794219970703, 6,
              9.674205780029297, 11.898944854736328, 7, 2.1010589599609375, 14.123676300048828, 8, 1.876321792602539
            ],
            "dims": [1, 5, 3, 1],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NCHW, components 2",
    "operator": "InstanceNormalization",
    "opset": { "domain": "", "version": 17 },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5, 4, 3, 2],
            "dims": [1, 3, 6, 1],
            "type": "float32"
          },
          {
            "data": [1, 2, 3],
            "dims": [3],
            "type": "float32"
          },
          {
            "data": [4, 5, 6],
            "dims": [3],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.5361523628234863, 3.1216912269592285, 3.70723032951355, 4.292769432067871, 4.878308296203613,
              5.4638471603393555, 1.8666191101074219, 3.9555397033691406, 6.044460296630859, 8.133380889892578,
              6.044460296630859, 3.9555397033691406, 10.3915433883667, 8.634925842285156, 6.878308296203613,
              5.121691703796387, 3.365074634552002, 1.6084575653076172
            ],
            "dims": [1, 3, 6, 1],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NHWC, components 1, buffer reuse",
    "operator": "InstanceNormalization",
    "inputShapeDefinitions": "rankOnly",
    "opset": {
      "domain": "",
      "version": 17
    },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6],
            "dims": [2, 3, 1, 1],
            "type": "float32"
          },
          {
            "data": [1, 2, 3],
            "dims": [3],
            "type": "float32"
          },
          {
            "data": [4, 5, 6],
            "dims": [3],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [4, 5, 6, 4, 5, 6],
            "dims": [2, 3, 1, 1],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Simple test with NHWC, components 2, buffer reuse",
    "operator": "InstanceNormalization",
    "inputShapeDefinitions": "rankOnly",
    "opset": {
      "domain": "",
      "version": 17
    },
    "cases": [
      {
        "name": "Simple test",
        "inputs": [
          {
            "data": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 9, 8, 7, 6, 5, 4, 3, 2],
            "dims": [1, 6, 1, 3],
            "type": "float32"
          },
          {
            "data": [1, 2, 3, 4, 5, 6],
            "dims": [6],
            "type": "float32"
          },
          {
            "data": [4, 5, 6, 7, 8, 9],
            "dims": [6],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              2.775264263153076, 4, 5.224735260009766, 2.5505285263061523, 5, 7.449470520019531, 2.325794219970703, 6,
              9.674205780029297, 11.898944854736328, 7, 2.1010589599609375, 14.123676300048828, 8, 1.876321792602539,
              16.348413467407227, 9, 1.6515865325927734
            ],
            "dims": [1, 6, 1, 3],
            "type": "float32"
          }
        ]
      }
    ]
  }
]