Fabio Natanael KeplerandJirka Borovec 8b9b923ca8 Keep track of the best model's path saved by ModelCheckpoint (#1799) ...

* Add an additional attribute to ModelCheckpoint to keep track of the best model's path

Currently, only the best metric value is directly tracked. This new attribute will help in uses cases where the trained model needs to be used or tracked right after training.

* Add small description and usage example to docs

* Fix PEP8 issues

* Fix doctest example

* Fix expected output in doctest

* Apply suggestions from code review

* Show example as code block instead of doctest

* Apply suggestions from code review

* Update CHANGELOG.md

* Rename `ModelCheckpoint.best` to `ModelCheckpoint.best_model_score`

Also rename `ModelCheckpoint.best_model` (added in this PR) to `ModelCheckpoint.best_model_path`, for consistency, and `kth_best_model` to `kth_best_model_path`.

* Update pytorch_lightning/trainer/training_io.py

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Apply suggestions from code review

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

* Add warning when loading checkpoint from an old version

Co-authored-by: Jirka Borovec <Borda@users.noreply.github.com>

2020-05-31 08:47:13 -04:00

..

__init__.py

Few typo correction (#2011)

2020-05-31 00:39:56 -04:00

auto_mix_precision.py

support for native amp (#1561)

2020-04-23 14:47:08 -04:00

callback_config.py

protect progress bar callback (#1855)

2020-05-25 07:49:23 -04:00

callback_hook.py

remove extra kwargs from Trainer init (#1820)

2020-05-17 09:14:54 -04:00

data_loading.py

add warning for shuffling in test/val (#1865)

2020-05-18 09:53:02 -04:00

deprecated_api.py

protect progress bar callback (#1855)

2020-05-25 07:49:23 -04:00

distrib_data_parallel.py

Fix root node resolution (#1954)

2020-05-27 22:50:37 -04:00

distrib_parts.py

fix default arg (#1927)

2020-05-26 19:04:42 -04:00

evaluation_loop.py

Allow user to select individual TPU core to train on (#1729)

2020-05-17 16:30:54 -04:00

ignored_warnings.py

Dim 0 warning (#256)

2019-09-26 13:20:54 -04:00

logging.py

[WIP] Reduction when batch size < num gpus (#1609)

2020-05-02 11:01:44 -04:00

lr_finder.py

protect progress bar callback (#1855)

2020-05-25 07:49:23 -04:00

model_hooks.py

Fix typo (#1750)

2020-05-07 09:25:54 -04:00

optimizers.py

Fix user warning produced by apex + scheduler combination (#1873)

2020-05-22 07:19:37 -04:00

seed.py

Option to provide seed to random generators to ensure reproducibility (#1572)

2020-05-12 07:53:20 -04:00

supporters.py

Fixed configure optimizer from dict without "scheduler" key (#1443)

2020-04-10 11:43:06 -04:00

trainer.py

Revert "Remove unused param tpu_core_idx (#1948)" (#1963)

2020-05-26 19:02:51 -04:00

training_io.py

Keep track of the best model's path saved by ModelCheckpoint (#1799)

2020-05-31 08:47:13 -04:00

training_loop.py

Graceful shutdown on python interpreter exit (#1631)

2020-05-29 16:20:04 +02:00

training_tricks.py

replace Hparams by init args (#1896)

2020-05-24 18:59:08 -04:00