Conv1d output shape: input (batch, in_channels, length), weight (out_channels, in_channels_per_group, kernel_length), result (batch, out_channels, out_length).
(batch, in_channels, length)
(out_channels, in_channels_per_group, kernel_length)
(batch, out_channels, out_length)