def historic_scores_(model_id: int = None,
name: str = None,
version: str = None) -> Dict:
"""
Get the historic scores for a model, in the form of::
{ val_loss: [...], val_acc: [..], acc: [...], loss: [...] }
Where the arrays are the respective measures at the end of each epoch
Parameters
----------
version : str
Model version in the format: "major.minor.patch". Ignored if model_id is passed
name : str
Name of the model. Must be provided if version is provided. Ignored if model_id is passed
model_id : int
Unique ID of the model
Returns
-------
scores: dict
Dictionary of key: score name, value: score array
"""
model = _model_from_name_ver_id(model_id, name, version)
base_path = ProjectManager.get_value('saved-models')
hs_path = os.path.join(
base_path,
model.model_name + '_' + 'history' + '_' + model.version_dir + '.json')
with open(hs_path, 'r') as scores:
return json.load(scores)
def get_path(cls, name: str) -> str:
return os.path.join(ProjectManager.get_value('saved-models'), name)