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6288873 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 | import functools
from tqdm_loggable.auto import tqdm
import jax.debug as jdebug
from jax._src.debugging import formatter
# Adapting function from jax.debug to work with tqdm
def _format_print_callback(fmt: str, *args, **kwargs):
tqdm.write(fmt.format(*args, **kwargs))
def debug_print(fmt: str, *args, ordered: bool = True, **kwargs) -> None:
"""
Prints values and works in staged out JAX functions.
Function adapted from :obj:`jax.debug.print` to work with tqdm. See there
for original authors and function.
Args:
fmt (:obj:`str`):
A format string, e.g. ``"hello {x}"``, that will be used to format
input arguments.
*args: A list of positional arguments to be formatted.
Keyword args:
ordered (:obj:`bool`): :
A keyword only argument used to indicate whether or not the
staged out computation will enforce ordering of this ``debug_print``
w.r.t. other ordered ``debug_print`` calls.
**kwargs:
Additional keyword arguments to be formatted.
"""
# Check that we provide the correct arguments to be formatted
formatter.format(fmt, *args, **kwargs)
jdebug.callback(
functools.partial(_format_print_callback, fmt), *args, **kwargs, ordered=ordered
)
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