tf.config.experimental.get_memory_usage

Get the memory usage, in bytes, for the chosen device.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.config.experimental.get_memory_usage

tf.config.experimental.get_memory_usage(
    device
)

See https://www.tensorflow.org/api_docs/python/tf/device for specifying device strings.

For example:

gpu_devices = tf.config.list_physical_devices('GPU')
if gpu_devices:
  tf.config.experimental.get_memory_usage('GPU:0')

Does not work for CPU.

Args
device	Device string to get the bytes in use for.

Returns
Total memory usage in bytes.

Raises
ValueError	Non-existent or CPU device specified.