tf.profiler.experimental.Profile

Context-manager profile API.

tf.profiler.experimental.Profile(
    logdir, options=None
)

Used in the notebooks

Used in the tutorials
TFF simulations with accelerators

Profiling will start when entering the scope, and stop and save the results to the logdir when exits the scope. Open TensorBoard profile tab to view results.

Example usage:

with tf.profiler.experimental.Profile("/path/to/logdir"):
  # do some work

Args
logdir	profile data will save to this directory.
options	An optional tf.profiler.experimental.ProfilerOptions can be provided to fine tune the profiler's behavior.

Methods

__enter__

View source

__enter__()

__exit__

View source

__exit__(
    typ, value, tb
)