plot_acc_and_loss.py

##########################################################
# pytorch-kaldi v.0.1
# Mirco Ravanelli, Titouan Parcollet
# Mila, University of Montreal
# October 2018
##########################################################

import sys
import configparser
import os
from utils import create_curves

# Checking arguments
if len(sys.argv) != 2:
    print("ERROR: Please provide only the path of the cfg_file as : python plot_acc_and_loss.py cfg/TIMIT_MLP_mfcc.cfg")

# Checking if the cfg_file exists and loading it
cfg_file = sys.argv[1]
if not (os.path.exists(cfg_file)):
    sys.stderr.write("ERROR: The config file %s does not exist !\n" % (cfg_file))
    sys.exit(0)
else:
    config = configparser.ConfigParser()
    config.read(cfg_file)

# Getting the parameters
valid_data_lst = config["data_use"]["valid_with"].split(",")
out_folder = config["exp"]["out_folder"]
N_ep = int(config["exp"]["N_epochs_tr"])

# Handling call without running run_exp.py before
if not (os.path.exists(out_folder + "res.res")):
    sys.stderr.write("ERROR: Please run the experiment in order to get results to plot first !\n")
    sys.exit(0)

# Creating files and curves
create_curves(out_folder, N_ep, valid_data_lst)