I want to do some computation in the main process and broadcast the tensor to other processes. Here is a sketch of what my code looks like currently: from accelerate.utils import broadcast x = None if accelerator.is_local_main_process: x = <do_some_computation> x = broadcast(x) # I have even tried moving this line out of the if block print(x.shape) This gives me following error: TypeError: Unsupported types (<class 'NoneType'>) passed to `_gpu_broadcast_one` . Only nested list/tuple/dicts of objects that are valid for `is_torch_tensor` s hould be passed. Which means that x is still None and is not really being broadcasted. How do I fix this? Continue reading...