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outputs = network.predict(x)
if args.image:
scipy.misc.imsave(args.outdir+"/input_"+args.image,inputs)
scipy.misc.imsave(args.outdir+"/output_"+args.image,outputs)
# <FILESEP>
#!/usr/bin/env python3
#
# Copyright (C) 2016 Vangelis Tasoulas <[email protected]>
#
# This program is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# This program is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with this program. If not, see <http://www.gnu.org/licenses/>.
import os
import sys
import re
import argparse
import logging
import time
import xml.etree.ElementTree as et
import xml.dom.minidom as md
from collections import OrderedDict
import pygraphviz as pgv
__all__ = [
'quick_regexp', 'print_',
'hex_to_rgb', 'LOG'
]
PROGRAM_NAME = 'InfiniBand-Graphviz-ualization'
VERSION = '0.3.0'
AUTHOR = 'Vangelis Tasoulas'
LOG = logging.getLogger('default.' + __name__)
# ###############################################
# ############## HELPER FUNCTIONS ###############
# ###############################################
# ----------------------------------------------------------------------
def error_and_exit(message):
"""
Prints the "message" and exits with status 1
"""
print("\nFATAL ERROR:\n" + message + "\n")
exit(1)
# ----------------------------------------------------------------------
def print_(
value_to_be_printed, print_indent=0,
spaces_per_indent=4, endl="\n"):
"""
This function, among anything else, it will print dictionaries (even nested
ones) in a good looking way
# value_to_be_printed: The only needed argument and it is the
text/number/dictionary to be printed
# print_indent: indentation for the printed text (it is used for
nice looking dictionary prints) (default is 0)
# spaces_per_indent: Defines the number of spaces per indent (default is 4)
# endl: Defines the end of line character (default is \n)
More info here:
http://stackoverflow.com/questions/19473085/create-a-nested-dictionary-for-a-word-python?answertab=active#tab-top
"""
if isinstance(value_to_be_printed, dict):
for key, value in value_to_be_printed.items():
if isinstance(value, dict):
print_('{0}{1!r}:'.format(
print_indent * spaces_per_indent * ' ', key))
print_(value, print_indent + 1)
else:
print_('{0}{1!r}: {2}'.format(
print_indent * spaces_per_indent * ' ', key, value))
else:
string = ('{0}{1}{2}'.format(
print_indent * spaces_per_indent * ' ', value_to_be_printed, endl))
sys.stdout.write(string)
# ----------------------------------------------------------------------
def hex_to_rgb(value):
value = value.lstrip('#')