quantize_config.json

{
    "q8": {
        "per_model_config": {
            "text_encoder": {
                "op_types": [
                    "Abs",
                    "Add",
                    "Cast",
                    "Concat",
                    "Constant",
                    "ConstantOfShape",
                    "Div",
                    "Gather",
                    "Greater",
                    "Less",
                    "Log",
                    "MatMul",
                    "Min",
                    "Mul",
                    "Pow",
                    "Range",
                    "ReduceMean",
                    "Relu",
                    "Reshape",
                    "Shape",
                    "Softmax",
                    "Sqrt",
                    "Sub",
                    "Transpose",
                    "Unsqueeze",
                    "Where"
                ],
                "weight_type": "QInt8"
            },
            "decoder_with_past_model": {
                "op_types": [
                    "Add",
                    "Cast",
                    "Concat",
                    "Constant",
                    "Div",
                    "Erf",
                    "Gather",
                    "MatMul",
                    "Mul",
                    "Pow",
                    "Range",
                    "ReduceMean",
                    "Reshape",
                    "Shape",
                    "Softmax",
                    "Sqrt",
                    "Sub",
                    "Transpose",
                    "Unsqueeze"
                ],
                "weight_type": "QInt8"
            },
            "decoder_model": {
                "op_types": [
                    "Add",
                    "Cast",
                    "Concat",
                    "Constant",
                    "ConstantOfShape",
                    "Div",
                    "Equal",
                    "Erf",
                    "Expand",
                    "Gather",
                    "Less",
                    "MatMul",
                    "Mul",
                    "Pow",
                    "Range",
                    "ReduceMean",
                    "Reshape",
                    "Shape",
                    "Slice",
                    "Softmax",
                    "Sqrt",
                    "Squeeze",
                    "Sub",
                    "Transpose",
                    "Unsqueeze",
                    "Where"
                ],
                "weight_type": "QInt8"
            },
            "encodec_decode": {
                "op_types": [
                    "Add",
                    "Cast",
                    "Ceil",
                    "Concat",
                    "Constant",
                    "ConstantOfShape",
                    "Conv",
                    "ConvTranspose",
                    "Div",
                    "Elu",
                    "Gather",
                    "LSTM",
                    "Pad",
                    "Reshape",
                    "Shape",
                    "Slice",
                    "Split",
                    "Squeeze",
                    "Sub",
                    "Transpose",
                    "Unsqueeze"
                ],
                "weight_type": "QUInt8"
            },
            "encodec_encoder": {
                "op_types": [
                    "Add",
                    "ArgMax",
                    "Cast",
                    "Ceil",
                    "Concat",
                    "ConcatFromSequence",
                    "Constant",
                    "ConstantOfShape",
                    "Conv",
                    "Div",
                    "Elu",
                    "Equal",
                    "Expand",
                    "Gather",
                    "Identity",
                    "If",
                    "LSTM",
                    "LessOrEqual",
                    "Loop",
                    "MatMul",
                    "Max",
                    "Mul",
                    "Neg",
                    "Pad",
                    "Pow",
                    "ReduceL2",
                    "ReduceMin",
                    "ReduceSum",
                    "Reshape",
                    "ScatterND",
                    "SequenceEmpty",
                    "SequenceInsert",
                    "Shape",
                    "Slice",
                    "Squeeze",
                    "Sub",
                    "Transpose",
                    "Unsqueeze",
                    "Where"
                ],
                "weight_type": "QUInt8"
            },
            "decoder_model_merged": {
                "op_types": [
                    "Add",
                    "Cast",
                    "Concat",
                    "Constant",
                    "ConstantOfShape",
                    "Div",
                    "Equal",
                    "Erf",
                    "Expand",
                    "Gather",
                    "If",
                    "Less",
                    "MatMul",
                    "Mul",
                    "Pow",
                    "Range",
                    "ReduceMean",
                    "Reshape",
                    "Shape",
                    "Slice",
                    "Softmax",
                    "Sqrt",
                    "Squeeze",
                    "Sub",
                    "Transpose",
                    "Unsqueeze",
                    "Where"
                ],
                "weight_type": "QInt8"
            }
        },
        "per_channel": false,
        "reduce_range": false
    }
}