python

TensorFlow Logits Labels Batch Mismatch

InvalidArgumentError:.*logits and labels must have the same first dimension

Fixes

1.Verify batch sizes match between predictions and labels
2.Check for inadvertent shape broadcasting
3.Print shapes of logits and labels before loss computation

tensorflowlossshape

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