| # Copyright (c) 2024, SliceX AI, Inc. | |
| def count_parameters(model): | |
| """Count the number of parameters in the model.""" | |
| total_params = 0 | |
| for name, parameter in model.named_parameters(): | |
| if not parameter.requires_grad: continue | |
| params = parameter.numel() | |
| total_params+=params | |
| print(f"Total Trainable Params: {total_params}") | |
| return total_params | |
| def batchify(lst, n): | |
| """Divide a list into chunks of size n.""" | |
| return [lst[i:i + n] for i in range(0, len(lst), n)] | |