Sample code (Not editable)

import torch
import torch.nn as nn
from torchvista import trace_model

class CompressionTest2(nn.Module):
    def __init__(self):
        super().__init__()
        self.layers = nn.ModuleList([
            nn.Linear(64, 64),
            nn.Linear(64, 64),
            nn.Linear(64, 64),
            nn.Linear(64, 64),
        ])

    def forward(self, x):
        for layer in self.layers:
            x = layer(x)
        return x

model = CompressionTest2()
example_input = torch.randn(2, 64)

trace_model(model, example_input, show_compressed_view=True)

Error Output (if any)

Visualized Interactive Graph

torchvista

TorchVista