Module `monk.tf_keras_1.schedulers.retrieve_scheduler`

Expand source code

from tf_keras_1.schedulers.imports import *
from system.imports import *



def retrieve_scheduler(system_dict):
    '''
    Retrieve schedulers in validation, testing, copy-from and resume states

    Args:
        system_dict (dict): System dictionary storing experiment state and set variables

    Returns:
        dict: updated system dict
    '''
    if(system_dict["hyper-parameters"]["learning_rate_scheduler"]["name"] == "fixed"):
        system_dict["local"]["learning_rate_scheduler"] = None;
    else:
        system_dict["local"]["learning_rate_scheduler"] = system_dict["hyper-parameters"]["learning_rate_scheduler"]["name"];

    return system_dict;

Functions

def retrieve_scheduler(system_dict)

Retrieve schedulers in validation, testing, copy-from and resume states

Args

system_dict : dict: System dictionary storing experiment state and set variables

Returns

dict: updated system dict

Expand source code

def retrieve_scheduler(system_dict):
    '''
    Retrieve schedulers in validation, testing, copy-from and resume states

    Args:
        system_dict (dict): System dictionary storing experiment state and set variables

    Returns:
        dict: updated system dict
    '''
    if(system_dict["hyper-parameters"]["learning_rate_scheduler"]["name"] == "fixed"):
        system_dict["local"]["learning_rate_scheduler"] = None;
    else:
        system_dict["local"]["learning_rate_scheduler"] = system_dict["hyper-parameters"]["learning_rate_scheduler"]["name"];

    return system_dict;