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// Refer to
// TODO(crbug.com/434735286): Implement a script to automatically extract
// minimum data type set from WebNN API specification.
{
"abs": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"add": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"argMax": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 1, "max": 5}
},
"output": {
"dataTypes": ["int32"],
"rankRange": {"min": 1, "max": 5}
}
},
"argMin": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 1, "max": 5}
},
"output": {
"dataTypes": ["int32"],
"rankRange": {"min": 1, "max": 5}
}
},
"averagePool2d": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"batchNormalization": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 5}
},
"mean": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"variance": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"scale": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 5}
}
},
"cast": {
"input": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
}
},
"ceil": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"clamp": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"concat": {
"inputs": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"conv2d": {
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"filter": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"convTranspose2d": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"filter": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"cos": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"cumulativeSum": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 1, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 1, "max": 5}
}
},
"dequantizeLinear": {
"input": {
"dataTypes": ["int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
},
"scale": {"dataTypes": ["float32"], "rankRange": {"min": 0, "max": 5}},
"zeroPoint": {
"dataTypes": ["int32", "int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32"],
"rankRange": {"min": 0, "max": 5}
}
},
"div": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"elu": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"equal": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"erf": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"exp": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"expand": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"floor": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"gather": {
"input": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 1, "max": 5}
},
"indices": {"dataTypes": ["int32"], "rankRange": {"min": 0, "max": 5}},
"output": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
}
},
"gatherElements": {
"input": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 1, "max": 5}
},
"indices": {"dataTypes": ["int32"], "rankRange": {"min": 1, "max": 5}},
"output": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 1, "max": 5}
}
},
"gatherND": {
"input": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 1, "max": 5}
},
"indices": {"dataTypes": ["int32"], "rankRange": {"min": 1, "max": 5}},
"output": {
"dataTypes": ["float32", "float16", "int32", "int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
}
},
"gelu": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"gemm": {
"a": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"b": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"c": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 2}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
}
},
"greater": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"greaterOrEqual": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"gru": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"weight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"recurrentWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"recurrentBias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"initialHiddenState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"output0": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"output1": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"gruCell": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"weight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"recurrentWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"hiddenState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"recurrentBias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
}
},
"hardSigmoid": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"hardSwish": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"identity": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"instanceNormalization": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"scale": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"isNaN": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"isInfinite": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"l2Pool2d": {
"input": {"dataTypes": [], "rankRange": {}},
"output": {
"dataTypes": [],
"rankRange": {}
}
},
"layerNormalization": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"scale": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"leakyRelu": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"lesser": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"lesserOrEqual": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"linear": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"log": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
"logicalAnd": {
"a": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"b": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"logicalNot": {
"a": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 5}},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 5}
}
},
"logicalOr": {
"a": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"b": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"logicalXor": {
"a": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"b": {"dataTypes": ["uint8"], "rankRange": {"min": 0, "max": 4}},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"lstm": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"weight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"recurrentWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"recurrentBias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"peepholeWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"initialHiddenState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"initialCellState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"output0": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"output1": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 3, "max": 3}
},
"output2": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"lstmCell": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"weight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"recurrentWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"hiddenState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"cellState": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"bias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"recurrentBias": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"peepholeWeight": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 1}
},
"output0": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
},
"output1": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 2}
}
},
"matmul": {
"a": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 2, "max": 5}
}
},
"max": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"maxPool2d": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 4, "max": 4}
}
},
"min": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"mul": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"neg": {
"input": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 5}
}
},
"notEqual": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["uint8"],
"rankRange": {"min": 0, "max": 4}
}
},
"pad": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 1, "max": 5}
}
},
"pow": {
"a": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"b": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["float32", "float16", "int32"],
"rankRange": {"min": 0, "max": 4}
}
},
"prelu": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 4}
},
"slope": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 4}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 4}
}
},
"quantizeLinear": {
"input": {"dataTypes": ["float32"], "rankRange": {"min": 0, "max": 5}},
"scale": {"dataTypes": ["float32"], "rankRange": {"min": 0, "max": 5}},
"zeroPoint":
{"dataTypes": ["int8", "uint8"], "rankRange": {"min": 0, "max": 5}},
"output": {
"dataTypes": ["int8", "uint8"],
"rankRange": {"min": 0, "max": 5}
}
},
"reciprocal": {
"input": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
},
"output": {
"dataTypes": ["float32", "float16"],
"rankRange": {"min": 0, "max": 5}
}
},
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