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.
aistairc · Aug 22, 2022 · 917fd7d · 917fd7d
1 parent 8f6df87
commit 917fd7d
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Showing 54 changed files with 128 additions and 531 deletions.
diff --git a/aiaccel/__init__.py b/aiaccel/__init__.py
@@ -50,6 +50,7 @@
 from .common import get_module_type_from_class_name
 from .common import get_file_random
 
+
 __all__ = [
     alive_master,
     alive_optimizer,

diff --git a/aiaccel/common.py b/aiaccel/common.py
@@ -4,6 +4,7 @@
 
     * Import this as follows:
 """
+
 alive_master = 'master.yml'
 alive_optimizer = 'optimizer.yml'
 alive_scheduler = 'scheduler.yml'
@@ -58,11 +59,11 @@
 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: