Table 2 Parameters and output dimensions of the Upper Layers in the G-Model.
From: Multimodal fusion based few-shot network intrusion detection system
Layers | Parameters | Output dimensions |
|---|---|---|
Conv3d-1 | (1,32,3,1,1) | [− 1,32,16,16,16] |
Conv3d-2 | (32,64,3,1,1) | [− 1,64,8,8,8] |
BatchNorm3d-1 | (32) | [− 1,32,16,16,16] |
BatchNorm3d-2 | (64) | [− 1,64,8,8,8] |
ReLU-1 | (N/A) | [− 1,32,16,16,16] |
ReLU-2 | (N/A) | [− 1,64,8,8,8] |
MaxPool3d-1 | (2,2) | [− 1,32,8,8,8] |
MaxPool3d-2 | (2,2) | [− 1,64,4,4,4] |
Flatten | (N/A) | [− 1,4096] |
