import torch
import torch.nn as nn
from torchvista import trace_model
class CompressionTest1(nn.Module):
def __init__(self):
super().__init__()
self.layers = nn.Sequential(
nn.Linear(64, 64),
nn.Linear(64, 64),
nn.Linear(64, 64),
nn.Linear(64, 64),
)
def forward(self, x):
return self.layers(x)
model = CompressionTest1()
example_input = torch.randn(2, 64)
trace_model(model, example_input, show_compressed_view=True)