Python save Examples

Example #1

 def forward(self, x):
     mc.save(None, x)
     x = F.relu(F.max_pool2d(self.conv1(x), 2))
     mc.save('layer1', x)
     x = F.relu(F.max_pool2d(self.conv2(x), 2))
     mc.save('layer2', x)
     x = torch.flatten(x, 1)
     x = F.relu(self.fc1(x))
     mc.save('relu', x)
     x = self.fc2(x)
     x = F.log_softmax(x, dim=1)
     mc.save('result', x)
     return x

Example #2

File: test_operations.py Project: Saiuz/xla

 def forward(self, x):
     mc.save(None, x)
     x = F.relu(F.max_pool2d(self.conv1(x), 2))
     mc.save('layer1', x)
     x = F.relu(F.max_pool2d(self.conv2(x), 2))
     mc.save('layer2', x)
     x = x.view(-1, 320)
     x = F.relu(self.fc1(x))
     mc.save('relu', x)
     x = self.fc2(x)
     x = F.log_softmax(x, dim=1)
     mc.save('result', x)
     return x