ConvTranspose2d

ConvTranspose2d(in_channels, out_channels, kernel_size, stride=1, padding=0, output_padding=0, groups=1, bias=True, dilation=1, padding_mode="zeros", device=None, dtype=None, *, activation=None)

A 2-d transposed convolution over channels-last [batch, height, width, in_channels] input; weight [in_channels, kh, kw, out_channels // groups]. Every knob takes an int or a pair; padding removes that many rows and columns from both ends of the output.