def generate_graphs_on_latest_model(dataset, config='lstm'):
config = configurations[config](dataset)
latest_model = get_latest_model(
os.path.join(config['training']['basepath'],
config['training']['exp_dirname']))
evaluator = Evaluator(dataset, latest_model, _type=dataset.trainer_type)
generate_graphs(dataset,
config['training']['exp_dirname'],
evaluator.model,
test_data=dataset.test_data)
def generate_graphs_on_latest_model(dataset, config="lstm"):
print("GENERATING GRAPHS FOR EXPERIMENT ON LATEST MODEL")
config = configurations[config](dataset)
latest_model = get_latest_model(
os.path.join(config["training"]["basepath"], config["training"]["exp_dirname"])
)
evaluator = Evaluator(dataset, latest_model, _type=dataset.trainer_type)
_ = evaluator.evaluate(dataset.test_data, save_results=False)
generate_graphs(
dataset,
config["training"]["exp_dirname"],
evaluator.model,
test_data=dataset.test_data,
)