import torch
import torch.nn as nn

# Simplified ISNet architecture would go here

class ISNet(nn.Module):
    def __init__(self):
        super().__init__()
        # Architecture definition
    
    def forward(self, x):
        # Forward pass
        return x

# Actual implementation would be more complex