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dsb3_Celso-Schematic-Spatial-Reducing-Inception-3D-Block
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plot_learning_curves.py
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plot_learning_curves.py
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import sys
import pathfinder
import utils
from configuration import config, set_configuration
from utils_plots import plot_learning_curves
if len(sys.argv) < 2:
sys.exit("Usage: plot.py <config_dir>, <configuration_name>")
config_dir = sys.argv[1]
config_name = sys.argv[2]
set_configuration(config_dir, config_name)
# metadata
metadata_dir = utils.get_dir_path('models', pathfinder.METADATA_PATH)
metadata_path = utils.find_model_metadata(metadata_dir, config_name)
metadata = utils.load_pkl(metadata_path)
expid = metadata['experiment_id']
analysis_dir = utils.get_dir_path('analysis', pathfinder.METADATA_PATH)
plot_learning_curves(metadata['losses_eval_train'], metadata['losses_eval_valid'], expid, analysis_dir)