Add dynamic loading of optimizer, And fix resumtion test. (#42)

* Fix #19 (#20)

* Fix #21 (#22)

* fix README (#23)

* fix codestyle test (#26)

* fix for pycodestyle

* add flake8==4.0.1

* Feature/update readme (#25)

* update README

* add bash

Co-authored-by: Yoshiaki Bando <[email protected]>

* Fix TPE resumtion test (#29)

* Fix tpe resumption test

* fix tpe resumption test

* Fix tep resumption test

* add retry (#38)

* Add dynamic loading of optimizer (#34)

* (WIP) Add dynamic loading of optimizer by importlib.

* (WIP) Add dynamic loading of optimizer by importlib.

* Add dynamic loading of optimizer by importlib

* Add dynamic loading of optimizer by importlib

* Fix test code

* fix test

* Fix resumtioin test

* Add dynamic loading of optimizer

* Fix dynamic loading of optimizer

* Function names and comments were rolled back.

* Changed the standard optimizer specification method

* changed the specification method for importing the standard optimizer.

* change deserialize (#40)

Co-authored-by: aramoto99 <[email protected]>

* Merge branch 'main' of github:aistairc/aiaccel into feature/database

* Fix codestyle

* (WIP) Change TPE resume

* Fix resume test

* Feature/fix resume tpe (#41)

* fix resume tpe

* fix resume tpe

* add if len(running_trials) > 0

* fix about trial number

* Fix TPE resumption

Co-authored-by: Takashi OKADA <[email protected]>
Co-authored-by: KanaiYuma-aist <[email protected]>
Co-authored-by: Yoshiaki Bando <[email protected]>

aiaccel/common.py

@@ -5,6 +5,7 @@
     * Import this as follows:
     * import aiaccel
 """
+
 alive_master = 'master.yml'
 alive_optimizer = 'optimizer.yml'
 alive_scheduler = 'scheduler.yml'
@@ -68,11 +69,11 @@
 resource_type_local = 'local'
 resource_type_abci = 'abci'
 
-search_algorithm_grid = 'grid'
-search_algorithm_nelder_mead = 'nelder-mead'
-search_algorithm_random = 'random'
-search_algorithm_sobol = 'sobol'
-search_algorithm_tpe = 'tpe'
+search_algorithm_grid = 'aiaccel.optimizer.GridOptimizer'
+search_algorithm_nelder_mead = 'aiaccel.optimizer.NelderMeadOptimizer'
+search_algorithm_random = 'aiaccel.optimizer.RandomOptimizer'
+search_algorithm_sobol = 'aiaccel.optimizer.SobolOptimizer'
+search_algorithm_tpe = 'aiaccel.optimizer.TpeOptimizer'
 
 
 def get_module_type_from_class_name(class_name: str) -> str: