import torch import torch.nn as nn import torch.nn.functional as F class VisionExpert(nn.Module): def __init__(self): super(VisionExpert, self).__init__() self.conv1 = nn.Conv2d(3, 32, 3, 1) self.conv2 = nn.Conv2d(32, 64, 3, 1) self.fc1 = nn.Linear(64 * 6 * 6, 128) def forward(self, x): x = F.relu(self.conv1(x)) x = F.relu(self.conv2(x)) x = x.view(-1, 64 * 6 * 6) x = F.relu(self.fc1(x)) return x