15 Commits

Author SHA1 Message Date
Xueqing Liu
ca35fa969f
refactoring TransformersEstimator to support default and custom_hp (#511)
* refactoring TransformersEstimator to support default and custom_hp

* handling starting_points not in search space

* addressing starting point more than max_iter

* fixing upper < lower bug
2022-04-28 14:06:29 -04:00
Xueqing Liu
cb9c7b0d16
adding logging of training loss (#406)
* reducing AutoTokenizer load to only once

* fixing early stop bug
2022-01-16 09:07:31 -08:00
Xueqing Liu
dda4ac90a1
moving intermediate_results logging from model.py to huggingface/trainer.py (#403)
* replacing val_loss with automl_metric
2022-01-14 17:26:10 -08:00
Xueqing Liu
bd66e40296
fixing load best model at the end (#389) 2022-01-11 10:47:53 -08:00
Xueqing Liu
b2900f4b22
fixing custom metric (#357)
* fixing the error for custom metric
2021-12-24 16:23:09 -05:00
Xueqing Liu
ee3162e232
Adding the NLP task summarization (#346)
* Add test_autohf_summarization.py

* adding seq2seq

* Update flaml/nlp/huggingface/trainer.py

* rouge metrics

Co-authored-by: XinZofStevens <xzhao4346@gmail.com>
Co-authored-by: JinzhuoWu <wujinzhuo0105@gmail.com>
Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-12-20 14:19:32 -08:00
Chi Wang
efd85b4c86
Deploy a new doc website (#338)
A new documentation website. And:

* add actions for doc

* update docstr

* installation instructions for doc dev

* unify README and Getting Started

* rename notebook

* doc about best_model_for_estimator #340

* docstr for keep_search_state #340

* DNN

Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>
Co-authored-by: Z.sk <shaokunzhang@psu.edu>
2021-12-16 17:11:33 -08:00
Xueqing Liu
fb59bb9928
adding TODOs for NLP module, so students can implement other tasks easier (#321)
* fixing ray pickle bug, skipping macosx bug, completing code for seqregression

* catching connectionerror

* ading TODOs for NLP module
2021-12-03 12:45:16 -05:00
Chi Wang
72caa2172d
model_history, ITER_HP, settings in AutoML(), checkpoint bug fix (#283)
if save_best_model_per_estimator is False and retrain_final is True, unfit the model after evaluation in HPO.
retrain if using ray.
update ITER_HP in config after a trial is finished.
change prophet logging level.
example and notebook update.
allow settings to be passed to AutoML constructor. Are you planning to add multi-output-regression capability to FLAML #192 Is multi-tasking allowed? #277 can pass the auotml setting to the constructor instead of requiring a derived class.
remove model_history.
checkpoint bug fix.

* model_history meaning save_best_model_per_estimator

* ITER_HP

* example update

* prophet logging level

* comment update in forecast notebook

* print format improvement

* allow settings to be passed to AutoML constructor

* checkpoint bug fix

* time limit for autohf regression test

* skip slow test on macos

* cleanup before del
2021-11-18 09:39:45 -08:00
Xueqing Liu
42de3075e9
Make NLP tasks available from AutoML.fit() (#210)
Sequence classification and regression: "seq-classification" and "seq-regression"

Co-authored-by: Chi Wang <wang.chi@microsoft.com>
2021-11-16 11:06:20 -08:00
Chi Wang
92ebd1f7f9
when max_iter=1, skip search only if retrain_final (#280)
* when max_iter=1, skip search only if retrain_final

* remove nlp
redesign in #210

* minor change in readme example
2021-11-09 21:51:23 -08:00
Chi Wang
339eb80f44
variable name (#187) 2021-09-04 20:28:37 -07:00
Xueqing Liu
d40993d920
apidoc (#116)
* fixing apidoc errors

Co-authored-by: Chi Wang (MSR) <wang.chi@microsoft.com>
Co-authored-by: liususan091219 <Xqq630517>
2021-06-19 19:09:49 -07:00
Xueqing Liu
926589bdda
exception, coverage for autohf (#106)
* increase coverage

* fixing exception messages

* fixing import
2021-06-14 14:11:40 -07:00
Xueqing Liu
a4049ad9b6
autohf (#43)
automate huggingface transformer
2021-06-09 08:37:03 -07:00