except IndexError:
#if not specified run all experiments
keys = list(experiment.keys())
begin = keys[0]
end = keys[-1]
for num_run in range(begin, end + 1):
results_name = output_path + '/results/results_' + dataset + '_exp' + str(
num_experiment) + '_run' + str(num_run) + '.npy'
temp_params = '/'.join(experiment[num_run])
if overwrite_results:
if debug_mode == False:
try:
xval.run_experiment(num_experiment, num_run, num_folds,
dataset, experiment_folder, temp_params,
gpu_ID, task_type, generator)
except:
pass
else:
xval.run_experiment(num_experiment, num_run, num_folds, dataset,
experiment_folder, temp_params, gpu_ID,
task_type, generator)
else: #if not overwrite results
if not os.path.exists(results_name): #not overwrite experiments
if debug_mode == False:
try:
xval.run_experiment(num_experiment, num_run, num_folds,
dataset, experiment_folder,
temp_params, gpu_ID, task_type,
'generator = False', 'comment_1="init "', 'comment_2="EXAMPLE_architecture"']
#DON'T TOUCH WHAT IS WRITTEN BELOW THIS LINE
#-------------------------------------------------------------------------------
output_path = experiment_folder + '/experiment_' + str(num_experiment)
if not os.path.exists(output_path):
os.makedirs(output_path)
description_path = output_path + '/experiment_' + str(num_experiment) + '_description.txt'
with open(description_path, "w") as text_file:
text_file.write(short_description)
try:
begin = int(sys.argv[1])
end = int(sys.argv[2])
gpu_ID = int(sys.argv[3])
except IndexError:
#if not specified run all experiments
keys = list(experiment.keys())
begin = keys[0]
end = keys[-1]
gpu_ID = 1
for num_run in range(begin,end+1):
temp_params = '/'.join(experiment[num_run])
xval.run_experiment(num_experiment,num_run,num_folds,dataset,experiment_folder,temp_params, gpu_ID)
print ('REQUESTED EXPERIMENTS SUCCESSFULLY COMPLETED')
