Module convolution 

Convolution layer operations for quantized neural networks.

Functions

convolve_1_x_n_s8

Performs 1D Temporal Convolution for int8 tensors (convolve_1_x_n_s8).

convolve_per_channel_s8

Performs standard 2D Convolution with per-channel quantization.

convolve_s8

Performs standard 2D Convolution with per-tensor quantization.

depthwise_conv_per_channel_s8

Performs Depthwise 2D Convolution with per-channel quantization.

transpose_conv_s8

Performs Transposed 2D Convolution (Deconvolution) for int8 tensors with per-channel quantization.