LLMatic/initial_net.py

import torch
import torch.nn as nn
import torch.nn.functional as F
class Net(nn.Module):
    def __init__(self):
        super().__init__()
        self.conv1 = nn.Conv2d(3, 1, 1)
        self.fc1 = nn.Linear(1024, 10)
    def forward(self, x):
        x = F.relu(self.conv1(x))
        x = torch.flatten(x, 1)
        x = F.relu(self.fc1(x))
        return x