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

tf.config.experimental.get_memory_usage

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

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.