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Sets the AutoGraph verbosity level.
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
functionThe
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's
default 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.