onnxruntime/js/web/test/data/ops/dequantizelinear.jsonc
Satya Kumar Jandhyala 51b2044120
[JS/WebGPU] Add Dequantizelinear operator (#21642)
### Description
Added DequantizeLinear operator for JSEP.



### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
2024-08-09 14:44:19 -07:00

385 lines
7.6 KiB
Text

[
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 10 },
"attributes": [],
"cases": [
{
"name": "T[1]",
"inputs": [
{
"data": [1, 2, 3, 4],
"dims": [4],
"type": "uint8"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
},
{
"data": [0],
"dims": [1],
"type": "uint8"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [4],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 10 },
"attributes": [],
"cases": [
{
"name": "T[2]",
"inputs": [
{
"data": [1, 2, 3, 4],
"dims": [4],
"type": "int32"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [4],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[3]",
"inputs": [
{
"data": [1, 2, 3, 4],
"dims": [2, 2],
"type": "uint8"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
},
{
"data": [0],
"dims": [1],
"type": "uint8"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[4]",
"inputs": [
{
"data": [1, 2, 3, 4],
"dims": [2, 2],
"type": "int32"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[5]",
"inputs": [
{
"data": [1, 2, 3, 4, 5, 6, 7, 8],
"dims": [2, 2, 2],
"type": "uint8"
},
{
"data": [0.1, 0.1],
"dims": [2],
"type": "float32"
},
{
"data": [0, 0],
"dims": [2],
"type": "uint8"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8],
"dims": [2, 2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[6]",
"inputs": [
{
"data": [1, 2, 3, 4, 5, 6, 7, 8],
"dims": [2, 2, 2],
"type": "uint8"
},
{
"data": [0.1, 0.2],
"dims": [2],
"type": "float32"
},
{
"data": [0, 0],
"dims": [2],
"type": "uint8"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.6, 0.8, 0.5, 0.6, 1.4, 1.6],
"dims": [2, 2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[7]",
"inputs": [
{
"data": [1, 2, 3, 4, 5, 6, 7, 8],
"dims": [2, 2, 2],
"type": "int32"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8],
"dims": [2, 2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 21 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
},
{
"name": "block_size",
"data": 2,
"type": "int"
}
],
"cases": [
{
"name": "T[8]",
"inputs": [
{
"data": [1, 2, 3, 4, 5, 6, 7, 8],
"dims": [2, 2, 2],
"type": "uint8"
},
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [2, 1, 2],
"type": "float32"
},
{
"data": [1, 2, 3, 4],
"dims": [2, 1, 2],
"type": "uint8"
}
],
"outputs": [
{
"data": [0.0, 0.0, 0.2, 0.4, 0.6, 0.8, 1.2, 1.6],
"dims": [2, 2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear block dequantization",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 21 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
},
{
"name": "block_size",
"data": 2,
"type": "int"
}
],
"cases": [
{
"name": "T[9]",
"inputs": [
{
"data": [1, 2, 3, 4, 5, 6, 7, 8],
"dims": [2, 2, 2],
"type": "int32"
},
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [2, 1, 2],
"type": "float32"
}
],
"outputs": [
{
"data": [0.1, 0.4, 0.3, 0.8, 1.5, 2.4, 2.1, 3.2],
"dims": [2, 2, 2],
"type": "float32"
}
]
}
]
},
{
"name": "dequantizelinear",
"operator": "DequantizeLinear",
"opset": { "domain": "", "version": 13 },
"attributes": [
{
"name": "axis",
"data": 1,
"type": "int"
}
],
"cases": [
{
"name": "T[3]",
"inputs": [
{
"data": [1, 2, 3, 4],
"dims": [2, 2],
"type": "uint8"
},
{
"data": [0.1],
"dims": [1],
"type": "float32"
}
],
"outputs": [
{
"data": [0.1, 0.2, 0.3, 0.4],
"dims": [2, 2],
"type": "float32"
}
]
}
]
}
]