AirFullyConnectedOptions

AirFullyConnectedOptions()

Options for the FULLY_CONNECTED operator.

activation: AirActivationType = Field(AirActivationType.NONE, description='Fused activation function')

Fused activation function (default NONE).

weights_format: FullyConnectedWeightsFormat = Field(AirFullyConnectedWeightsFormat.DEFAULT, description='Memory layout of the weights matrix')

Memory layout of the weights matrix (default DEFAULT, i.e. row-major).

keep_num_dims: bool = Field(False, description="If True, preserve the input's rank in the output")

If True, preserve the input’s rank in the output. Otherwise, collapse to 2D (default False).

asymmetric_quantize_inputs: bool = Field(False, description='If True, use asymmetric quantization for inputs')

If True, use asymmetric quantization for inputs (default False).

bias_tensor_type: AirTensorType = Field(AirTensorType.FLOAT32, description='Bias tensor type')

Data type of the bias tensor. FLOAT32 for hybrid/dynamic-range quant, INT32 for full-integer quant (default FLOAT32).