dowel
dowel is a little logger for machine learning research.
Installation
pip install dowel
Usage
import dowel
from dowel import logger, tabular
logger.add_output(dowel.StdOutput())
logger.add_output(dowel.TensorBoardOutput('tensorboard_logdir'))
logger.log('Starting up...')
for i in range(1000):
logger.push_prefix('itr {}'.format(i))
logger.log('Running training step')
tabular.record('itr', i)
tabular.record('loss', 100.0 / (2 + i))
logger.log(tabular)
logger.pop_prefix()
logger.dump_all()
logger.remove_all()
3 maintainers
Metadata
3 maintainers
Release files for dowel 0.0.4
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| dowel-0.0.4.tar.gz | 22.6 kB | Details |
Release files / dowel-0.0.4.tar.gz
| Download URL | dowel-0.0.4.tar.gz |
|---|---|
| Size | 22.6 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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twine/3.4.1 importlib_metadata/4.0.1 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.60.0 CPython/3.9.4
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