import torch
import torch.nn as nn
import torch
from torchsummary import summary
# from tensorboardX import summary
class CSDN_Tem(nn.Module):
    def __init__(self, in_ch, out_ch):
        super(CSDN_Tem, self).__init__()
        self.depth_conv = nn.Conv2d(
            in_channels=in_ch,
            out_channels=in_ch,
            kernel_size=3,
            stride=1,
            padding=1,
            groups=in_ch
        )
        self.point_conv = nn.Conv2d(
            in_channels=in_ch,
            out_channels=out_ch,
            kernel_size=1,
            stride=1,
            padding=0,
            groups=1
        )

    def forward(self, input):
        out = self.depth_conv(input)
        out = self.point_conv(out)
        return out


conv = CSDN_Tem(16,64)
print(conv.depth_conv)
print(summary(conv,(16,1