python

PyTorch Tensor No Grad for Backward

RuntimeError: element \d+ of tensors does not require grad

Fixes

1.Set requires_grad=True on tensor
2.Verify tensor is part of computation graph
3.Check if .detach() was called accidentally

pytorchautogradrequires_grad

Related Errors

Asyncio event loop already running

RuntimeError: This event loop is already running

•Use nest_asyncio.apply() to allow nested event loops
•Use asyncio.run_coroutine_threadsafe() instead of asyncio.run()

Coroutine never awaited

RuntimeWarning: coroutine '.*' was never awaited

•Add 'await' before the coroutine call
•Use asyncio.create_task() to schedule the coroutine

Asyncio task was cancelled

asyncio\.CancelledError

•Handle CancelledError in try/except within the task
•Use asyncio.shield() to protect critical sections from cancellation