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auto_test_all.py
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auto_test_all.py
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import os.path as osp
import sys
def add_path(path):
if path not in sys.path:
sys.path.insert(0, path)
this_dir = osp.dirname(__file__)
lib_path = osp.join(this_dir, '.', 'lib')
add_path(lib_path)
import argparse
def parse_args():
parser = argparse.ArgumentParser(description='Test VCL on HICO')
parser.add_argument('--model', dest='model',
help='Select model',
default='.*aug.*', type=str)
parser.add_argument('--fuse_type', dest='fuse_type', default='spho')
parser.add_argument('--object_thres', dest='object_thres',
help='Object threshold',
default=0.8, type=float)
parser.add_argument('--human_thres', dest='human_thres',
help='Human threshold',
default=0.6, type=float)
args = parser.parse_args()
return args
if __name__ == '__main__':
args = parse_args()
print(args)
from ult.config import cfg
# model = 'VCL_mask_vloss_ResNet_HICO'
model = args.model
import os
stride = 5000
import time
while True:
if args.model.__contains__('*'):
print('line', args.model)
import re
r = re.compile(args.model)
import glob
tmp = glob.glob(cfg.LOCAL_DATA + '/Weights/*')
tmp.sort(key=os.path.getmtime, reverse=True)
tmp = tmp[:40]
# tmp = tmp[-40:]
print(tmp)
# tmp = list(set(os.listdir(DATA_DIR + '/Weights/')))
tmp = [item.split('/')[-1] for item in tmp]
model_arr = list(filter(r.match, tmp))
# model_arr = sorted(model_arr)
# print(cfg.LOCAL_DATA)
# model_arr = list(filter(r.match, list(os.listdir(cfg.LOCAL_DATA + '/Weights/'))))
model_arr = [item for item in model_arr if not item.__contains__('VCOCO')]
else:
model_arr = args.model.split(',')
print(model_arr)
model_arr = sorted(model_arr)
model_arr = model_arr[::-1]
for i, model in enumerate(model_arr):
if model.__contains__('zs4'):
stride = 5000
else:
stride = 5000
for index in list(range(stride, 3000001, stride)) + list(range(43273, 3000001, 43273)):
import os
# print(cfg.LOCAL_DATA + '/Weights/' + model + '/HOI_iter_' + str(index) + '.ckpt.index')
if not (os.path.exists(cfg.ROOT_DIR + '/Weights/' + model + '/HOI_iter_' + str(index) + '.ckpt.index')
or os.path.exists(cfg.LOCAL_DATA + '/Weights/' + model + '/HOI_iter_' + str(index) + '.ckpt.index')):
# print('not exist', index)
continue
model = model.strip()
# print(os.path.exists(cfg.LOCAL_DATA + '/Results/' + str(index) + '_' + model + '_tin.pkl'), cfg.LOCAL_DATA + '/Results/' + str(index) + '_' + model + '_tin.pkl')
if not os.path.exists(cfg.LOCAL_DATA + '/Results/' + str(index) + '_' + model + '_tin.pkl') \
and not os.path.exists(cfg.LOCAL_DATA + '/Results/' + str(index) + '_' + model + '.pkl'):
exists = False
for suffix in ['_tin', '']:
fuse_type = 'spv'
# print(model)
if model.__contains__('_R_V'): fuse_type = 'v'
result_file_name = cfg.LOCAL_DATA + '/csv/' + model + '_' + str(fuse_type) + suffix + '.csv'
if os.path.exists(result_file_name):
f = open(result_file_name, 'r')
max_iter = stride
for item in f.readlines():
# print(item, result_file_name)
# temp = int(item.strip().split(' ')[0])
temp = item.strip().split(' ')[0]
temp = float(temp)
temp = int(temp)
if temp == index:
exists = True
break
f.close()
if exists:
continue
print('', index, model)
iteration = index
output_file = cfg.LOCAL_DATA + '/Results/' + str(iteration) + '_' + model + '_tin.pkl'
open(output_file, 'a').close()
os.system('python tools/Test_VCL_ResNet_HICO.py --num_iteration %d --model %s' % (iteration, model))
if os.path.getsize(output_file) < 50000:
print("fail", output_file, os.path.getsize(output_file))
os.remove(output_file)
continue
# os.system(
# 'cd Data/ho-rcnn/;python ../../tools/postprocess_test.py --num_iteration %d --model %s --fuse_type %s;cd ../../' % (
# iteration, model, 'spv'))
# print('continue', index + stride)
time.sleep(60)