tf.autograph.set_verbosity  |  TensorFlow v2.16.1 (original) (raw)

tf.autograph.set_verbosity

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Sets the AutoGraph verbosity level.

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Compat aliases for migration

SeeMigration guide for more details.

tf.compat.v1.autograph.set_verbosity

tf.autograph.set_verbosity(
    level, alsologtostdout=False
)

Debug logging in AutoGraph

More verbose logging is useful to enable when filing bug reports or doing more in-depth debugging.

There are two means to control the logging verbosity:

• The set_verbosity function
• The AUTOGRAPH_VERBOSITY environment variable

set_verbosity takes precedence over the environment variable.

For example:

import os
import tensorflow as tf

os.environ['AUTOGRAPH_VERBOSITY'] = '5'
# Verbosity is now 5

tf.autograph.set_verbosity(0)
# Verbosity is now 0

os.environ['AUTOGRAPH_VERBOSITY'] = '1'
# No effect, because set_verbosity was already called.

Logs entries are output to absl'sdefault output, with INFO level. Logs can be mirrored to stdout by using the alsologtostdout argument. Mirroring is enabled by default when Python runs in interactive mode.