def save_results(self):
""" Saves results in save_file_full_name. """
self.reporter.write('Saving results (trial-iter:%d) to %s ... ' % (self.trial_iter, \
self.save_file_full_name))
try:
if self.save_file_extension == 'mat':
dict_to_be_saved = vars(self.to_be_saved)
dict_to_be_mat_saved = {key: val for key, val in dict_to_be_saved.items()
if key not in self.data_not_to_be_mat_saved}
# Fix for crash in single fidelity case -- replacing None with 'xx'.
for i in range(dict_to_be_mat_saved['query_eval_times'].shape[0]):
if isinstance(dict_to_be_mat_saved['query_eval_times'][i, -1], str):
continue
query_eval_times = [val if val is not None else 'xx' for val in \
dict_to_be_mat_saved['query_eval_times'][i, -1]]
dict_to_be_mat_saved['query_eval_times'][i, -1] = query_eval_times
sio_savemat(self.save_file_full_name, mdict=dict_to_be_mat_saved)
else:
raise NotImplementedError('Only implemented saving mat files so far.')
save_successful = True
except IOError:
save_successful = False
# Report saving status
if save_successful:
self.reporter.writeln('successful.')
else:
self.reporter.writeln('unsuccessful!!')
def save_results(self):
""" Saves results in save_file_full_name. """
self.reporter.write('Saving results (exp-iter:%d) to %s ... ' %
(self.experiment_iter, self.save_file_full_name))
try:
if self.save_file_extension == 'mat':
dict_to_be_saved = vars(self.to_be_saved)
dict_to_be_mat_saved = {
key: val
for key, val in six.iteritems(dict_to_be_saved)
if key not in self.data_not_to_be_mat_saved
}
sio_savemat(self.save_file_full_name,
mdict=dict_to_be_mat_saved)
else:
raise NotImplementedError(
'Only implemented saving mat files so far.')
save_successful = True
except IOError:
save_successful = False
# Report saving status
if save_successful:
self.reporter.writeln('successful.')
else:
self.reporter.writeln('unsuccessful!!')
def save_results(self):
""" Saves results in save_file_name. """
self.reporter.write('Saving results (exp-iter:%d) to %s ... '%(self.experiment_iter,
self.save_file_name))
try:
if self.save_file_extension == 'mat':
sio_savemat(self.save_file_name, mdict=vars(self.to_be_saved))
else:
raise NotImplementedError('Only implemented saving mat files so far.')
save_successful = True
except IOError:
save_successful = False
# Report saving status
if save_successful:
self.reporter.writeln('successful.')
else:
self.reporter.writeln('unsuccessful!!')