onnxruntime/js/web/test/data/ops/upsample.jsonc

[
  {
    "name": "Upsample - Nearest",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [{ "name": "scales", "data": [1.0, 1.0, 2.0, 3.0], "type": "floats" }],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.0, 1.0, 3.0, 3.0, 3.0, 1.0, 1.0, 1.0, 3.0, 3.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 3.0, 3.0, 3.0,
              5.0, 5.0, 5.0,

              3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 7.0, 7.0, 7.0, 9.0, 9.0, 9.0, 7.0, 7.0, 7.0,
              9.0, 9.0, 9.0
            ],
            "dims": [1, 2, 4, 6],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - Nearest2X",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [{ "name": "scales", "data": [1.0, 1.0, 2.0, 2.0], "type": "floats" }],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.0, 3.0, 3.0, 1.0, 1.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0,

              3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0, 7.0, 7.0, 9.0, 9.0, 7.0, 7.0, 9.0, 9.0
            ],
            "dims": [1, 2, 4, 4],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - Nearest222X",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [{ "name": "scales", "data": [2.0, 1.0, 2.0, 2.0], "type": "floats" }],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.0, 3.0, 3.0, 1.0, 1.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0,

              3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0, 7.0, 7.0, 9.0, 9.0, 7.0, 7.0, 9.0, 9.0,

              1.0, 1.0, 3.0, 3.0, 1.0, 1.0, 3.0, 3.0, 3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0,

              3.0, 3.0, 5.0, 5.0, 3.0, 3.0, 5.0, 5.0, 7.0, 7.0, 9.0, 9.0, 7.0, 7.0, 9.0, 9.0
            ],
            "dims": [2, 2, 4, 4],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - Nearest15X",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [{ "name": "scales", "data": [1.0, 1.0, 2.0, 1.5], "type": "floats" }],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.0, 3.0, 1.0, 1.0, 3.0, 3.0, 3.0, 5.0, 3.0, 3.0, 5.0,

              3.0, 3.0, 5.0, 3.0, 3.0, 5.0, 7.0, 7.0, 9.0, 7.0, 7.0, 9.0
            ],
            "dims": [1, 2, 4, 3],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - Nearest_NoScale",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 1.0, 1.0, 1.0], "type": "floats" },
      { "name": "mode", "data": "nearest", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 2, 2],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 4D Bilinear",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 1.0, 2.0, 4.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [2, 1, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.5, 2.0, 2.5, 3.0, 3.0, 3.0, 3.0, 2.0, 2.5, 3.0, 3.5, 4.0, 4.0, 4.0, 4.0, 3.0, 3.5, 4.0, 4.5, 5.0,
              5.0, 5.0, 5.0, 3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0,

              3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0, 5.0, 5.5, 6.0, 6.5, 7.0, 7.0, 7.0, 7.0, 7.0, 7.5, 8.0, 8.5, 9.0,
              9.0, 9.0, 9.0, 7.0, 7.5, 8.0, 8.5, 9.0, 9.0, 9.0, 9.0
            ],
            "dims": [2, 1, 4, 8],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 2D Bilinear",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [2.0, 4.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0],
            "dims": [2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.5, 2.0, 2.5, 3.0, 3.0, 3.0, 3.0, 2.0, 2.5, 3.0, 3.5, 4.0, 4.0, 4.0, 4.0, 3.0, 3.5, 4.0, 4.5, 5.0,
              5.0, 5.0, 5.0, 3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0
            ],
            "dims": [4, 8],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 4D Bilinear ScalesNoOp",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 1.0, 1.0, 1.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [2, 1, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [2, 1, 2, 2],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 1D Nearest",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [2.0], "type": "floats" },
      { "name": "mode", "data": "nearest", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 2.0, 3.0, 4.0, 5.0],
            "dims": [5],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [1.0, 1.0, 2.0, 2.0, 3.0, 3.0, 4.0, 4.0, 5.0, 5.0],
            "dims": [10],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 5D Trilinear",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 1.0, 1.0, 2.0, 4.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [1, 2, 1, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.5, 2.0, 2.5, 3.0, 3.0, 3.0, 3.0, 2.0, 2.5, 3.0, 3.5, 4.0, 4.0, 4.0, 4.0, 3.0, 3.5, 4.0, 4.5, 5.0,
              5.0, 5.0, 5.0, 3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0,

              3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0, 5.0, 5.5, 6.0, 6.5, 7.0, 7.0, 7.0, 7.0, 7.0, 7.5, 8.0, 8.5, 9.0,
              9.0, 9.0, 9.0, 7.0, 7.5, 8.0, 8.5, 9.0, 9.0, 9.0, 9.0
            ],
            "dims": [1, 2, 1, 4, 8],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 3D Trilinear",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 2.0, 4.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0],
            "dims": [1, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [
              1.0, 1.5, 2.0, 2.5, 3.0, 3.0, 3.0, 3.0, 2.0, 2.5, 3.0, 3.5, 4.0, 4.0, 4.0, 4.0, 3.0, 3.5, 4.0, 4.5, 5.0,
              5.0, 5.0, 5.0, 3.0, 3.5, 4.0, 4.5, 5.0, 5.0, 5.0, 5.0
            ],
            "dims": [1, 4, 8],
            "type": "float32"
          }
        ]
      }
    ]
  },
  {
    "name": "Upsample - 3D Trilinear ScalesNoOp",
    "operator": "Upsample",
    "opset": { "domain": "", "version": 7 },
    "attributes": [
      { "name": "scales", "data": [1.0, 1.0, 1.0], "type": "floats" },
      { "name": "mode", "data": "linear", "type": "string" }
    ],
    "cases": [
      {
        "name": "X",
        "inputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [2, 2, 2],
            "type": "float32"
          }
        ],
        "outputs": [
          {
            "data": [1.0, 3.0, 3.0, 5.0, 3.0, 5.0, 7.0, 9.0],
            "dims": [2, 2, 2],
            "type": "float32"
          }
        ]
      }
    ]
  }
]