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mobilenetv4s-webnn

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Transformers.js
ONNX
mobilenet_v4
webnn
Model card Files Community
mobilenetv4s-webnn
File size: 1,477 Bytes 
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{
    "fp16": {},
    "q8": {
        "per_model_config": {
            "model": {
                "op_types": [
                    "Add",
                    "Conv",
                    "Flatten",
                    "Gemm",
                    "GlobalAveragePool",
                    "Relu"
                ],
                "weight_type": "QUInt8"
            }
        },
        "per_channel": true,
        "reduce_range": true
    },
    "int8": {
        "per_model_config": {
            "model": {
                "op_types": [
                    "Add",
                    "Conv",
                    "Flatten",
                    "Gemm",
                    "GlobalAveragePool",
                    "Relu"
                ],
                "weight_type": "QInt8"
            }
        },
        "per_channel": true,
        "reduce_range": true
    },
    "uint8": {
        "per_model_config": {
            "model": {
                "op_types": [
                    "Add",
                    "Conv",
                    "Flatten",
                    "Gemm",
                    "GlobalAveragePool",
                    "Relu"
                ],
                "weight_type": "QUInt8"
            }
        },
        "per_channel": true,
        "reduce_range": true
    },
    "q4": {
        "block_size": 32,
        "is_symmetric": true,
        "accuracy_level": null
    },
    "bnb4": {
        "block_size": 64,
        "quant_type": 1
    }
}