Comments (1)
I see, yea the saving of checkpoints occurs with evaluation. You can comment this out, add a --do-save flag, or change the name of the checkpoint file. I would recommend the third option, which was in the original code before I cleaned things up. For example, something like:
def save_pretrained(args, filepath=None):
if filepath is None:
filepath = os.path.join(args.output_dir, f'{args.task}_model_{args.seed}.pt')
torch.save(self.state_dict(), filepath)
print(f"Model weights saved in {filepath}")
In terms of loading a checkpoint, you can use any typical loading function. An example:
def load_checkpoint(model, load_dir, checkpoint_name):
ckpt_path = os.path.join(load_dir, checkpoint_name)
checkpoint = torch.load(ckpt_path, map_location='cpu')
model.load_state_dict(checkpoint)
model.eval()
model.to(device)
return model
Hope that helps!
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