def read_command_line_options():
thismodule = sys.modules[__name__]
for idx, key_val in enumerate(sys.argv, 0):
if key_val in ['--id_gpu'] and len(sys.argv) > idx + 1:
try:
thismodule.ID_GPU = sys.argv[idx + 1].strip()
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
if key_val in ['--perc_gpu'] and len(sys.argv) > idx + 1:
try:
thismodule.PERC_GPU = float(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
if key_val in ['--model_name', '-mn'] and len(sys.argv) > idx + 1:
try:
thismodule.MODEL_NAME = sys.argv[idx + 1].strip()
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
if key_val in ['--tr_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TRAINING_SET_SIZE_TMP = []
for item in split_list:
try:
TRAINING_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TRAINING_SET_SIZE = TRAINING_SET_SIZE_TMP
if key_val in ['--ts_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TEST_SET_SIZE_TMP = []
for item in split_list:
try:
TEST_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TEST_SET_SIZE = TEST_SET_SIZE_TMP
if key_val in ['--val_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
VAL_SET_SIZE_TMP = []
for item in split_list:
try:
VAL_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.VALIDATION_SET_SIZE = VAL_SET_SIZE_TMP
if key_val in ['--bg_test_it'] and len(sys.argv) > idx + 1:
try:
thismodule.TEST_ITERATIONS_BEG = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
if key_val in ['--end_test_it'] and len(sys.argv) > idx + 1:
try:
thismodule.TEST_ITERATIONS_END = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
def read_command_line_options():
thismodule = sys.modules[__name__]
for idx, kez_val in enumerate(sys.argv, 0):
if kez_val in ['--NU', '-nu'] and len(sys.argv) > idx + 1:
try:
thismodule.NU = float(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--model_name', '-mn'] and len(sys.argv) > idx + 1:
try:
thismodule.MODEL_NAME = sys.argv[idx + 1].strip()
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--training_size', '-tr_size'
] and len(sys.argv) > idx + 1:
try:
thismodule.TRAINING_SIZE = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--validation_size', '-val_size'
] and len(sys.argv) > idx + 1:
try:
thismodule.VALIDATION_SIZE = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--test_size', '-ts_size'] and len(sys.argv) > idx + 1:
try:
thismodule.TEST_SIZE = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--training_iteration', '-tr_iter'
] and len(sys.argv) > idx + 1:
try:
thismodule.TRAINING_ITERATION = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--learning_rate', '-lr'] and len(sys.argv) > idx + 1:
try:
thismodule.LEARNING_RATE = float(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--hidden_layers_card', '-hlc'
] and len(sys.argv) > idx + 1:
try:
thismodule.HIDDEN_LAYERS_CARD = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--hidden_neurons_card', '-hnc'
] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, kez_val=kez_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
HIDDEN_NEAURONS_CARD_ = []
for item in split_list:
try:
HIDDEN_NEAURONS_CARD_.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
thismodule.HIDDEN_NEAURONS_CARD = HIDDEN_NEAURONS_CARD_
if kez_val in ['--epochs', '-e'] and len(sys.argv) > idx + 1:
try:
thismodule.EPOCHS = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--batch_size', '-bs'] and len(sys.argv) > idx + 1:
if sys.argv[idx +
1].strip() == 'all' or sys.argv[idx +
1].strip() == "ALL":
thismodule.BATCH_SIZE = None
else:
try:
thismodule.BATCH_SIZE = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--id_gpu'] and len(sys.argv) > idx + 1:
try:
thismodule.ID_GPU = sys.argv[idx + 1].strip()
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
if kez_val in ['--perc_gpu'] and len(sys.argv) > idx + 1:
try:
thismodule.PERC_GPU = float(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, kez_val=kez_val)
def read_command_line_options():
thismodule = sys.modules[__name__]
for idx, key_val in enumerate(sys.argv, 0):
if key_val in ['--tr_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TRAINING_SET_SIZE_TMP = []
for item in split_list:
try:
TRAINING_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TRAINING_SET_SIZE = TRAINING_SET_SIZE_TMP
if key_val in ['--ts_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TEST_SET_SIZE_TMP = []
for item in split_list:
try:
TEST_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TEST_SET_SIZE = TEST_SET_SIZE_TMP
if key_val in ['--val_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
VAL_SET_SIZE_TMP = []
for item in split_list:
try:
VAL_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.VALIDATION_SET_SIZE = VAL_SET_SIZE_TMP
if key_val in ['--bg_test_it'] and len(sys.argv) > idx + 1:
try:
thismodule.TEST_ITERATIONS_BEG = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
if key_val in ['--enhanced', 'enh'] and len(sys.argv) > idx + 1:
if sys.argv[idx + 1].strip() == 'True':
try:
thismodule.ENHANCED = True
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
elif sys.argv[idx + 1].strip() == 'False':
try:
thismodule.ENHANCED = False
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
else:
excpt_cll(idx="invalid bool", key_val=key_val)
if key_val in ['--end_test_it'] and len(sys.argv) > idx + 1:
try:
thismodule.TEST_ITERATIONS_END = int(sys.argv[idx + 1].strip())
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
def read_command_line_options():
thismodule = sys.modules[__name__]
for idx, key_val in enumerate(sys.argv, 0):
if key_val in ['--tr_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TRAINING_SET_SIZE_TMP = []
for item in split_list:
try:
TRAINING_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TRAINING_SET_SIZE = TRAINING_SET_SIZE_TMP
if key_val in ['--ts_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
TEST_SET_SIZE_TMP = []
for item in split_list:
try:
TEST_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.TEST_SET_SIZE = TEST_SET_SIZE_TMP
if key_val in ['--val_size'] and len(sys.argv) > idx + 1:
# it must be something like -hnc [1,2,3]
string_to_be_adapted = sys.argv[idx + 1].strip()
print string_to_be_adapted
if string_to_be_adapted[0] != '[' or string_to_be_adapted[
-1] != ']':
excpt_cll(idx=idx, key_val=key_val)
else:
strip_string_to_be_adapted = string_to_be_adapted[1:-1]
split_list = strip_string_to_be_adapted.split(',')
VAL_SET_SIZE_TMP = []
for item in split_list:
try:
VAL_SET_SIZE_TMP.append(int(item))
except ValueError as val_err:
excpt_cll(idx=idx, key_val=key_val)
thismodule.VALIDATION_SET_SIZE = VAL_SET_SIZE_TMP
