Merge pull request #6 from dsbuddy/accelerated_train

Slight error in accelerator

driver.py

@@ -128,7 +128,7 @@ def main():
             with accelerator.accumulate(model):
                 loss = diffusion(mask, img)
                 accelerator.log({'loss': loss}) # Log loss to wandb
-                loss.backward()
+                accelerator.backward(loss)
                 optimizer.step()
                 optimizer.zero_grad()
         running_loss += loss.item() * img.size(0)