<commit_before>from __future__ import division, print_function, absolute_import
import argparse
import re
import os
import sys
import numpy as np
from string import Template
import shutil

__version__ = 4

DATA_DIR = os.environ['MAKER_DATA_DIR']

# The data files should be hdf5 and located in $MAKER_DATA_DIR. Each hdf5 should have
# a corresponding .txt file (same name before the extension) with the absolute path
# to the hdf5 file.
DATASETS = {
    'cifar10w40': ([3, 32, 32], ('cifar10_w_tr40k', 'cifar10_w_val')),
    'cifar100w40': ([3, 32, 32], ('cifar100_w_tr40k', 'cifar100_w_val')),
    'cifar10': ([3, 32, 32], ('cifar10_train', 'cifar10_test')),
    'cifar100': ([3, 32, 32], ('cifar100_train', 'cifar100_test')),
}


def _parse_params(rest):
    params = {}
    v = rest.split('/')
    for s in v:
        key, value = s.split('=', 1)
        params[key] = value
    return params


def trainer(network, name, iters, seeds, device=0, init='',<commit_msg>Updated caffe maker version number.<commit_after>from __future__ import division, print_function, absolute_import
import argparse
import re
import os
import sys
import numpy as np
from string import Template
import shutil

__version__ = 5

DATA_DIR = os.environ['MAKER_DATA_DIR']

# The data files should be hdf5 and located in $MAKER_DATA_DIR. Each hdf5 should have
# a corresponding .txt file (same name before the extension) with the absolute path
# to the hdf5 file.
DATASETS = {
    'cifar10w40': ([3, 32, 32], ('cifar10_w_tr40k', 'cifar10_w_val')),
    'cifar100w40': ([3, 32, 32], ('cifar100_w_tr40k', 'cifar100_w_val')),
    'cifar10': ([3, 32, 32], ('cifar10_train', 'cifar10_test')),
    'cifar100': ([3, 32, 32], ('cifar100_train', 'cifar100_test')),
}


def _parse_params(rest):
    params = {}
    v = rest.split('/')
    for s in v:
        key, value = s.split('=', 1)
        params[key] = value
    return params


def trainer(network, name, iters, seeds, device=0, init='',
{'fraction_non_alphanumeric': 0.13622448979591836, 'fraction_numerical': 0.0653061224489796, 'mean_word_length': 4.3, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '493237', 'n_tokens_mistral': 818, 'n_tokens_neox': 702, 'n_words': 219}