def main(starting_counter):
test_args, test_exps, test_fns = [], [], []
test_fns.append(test_fn_1)
test_args.append('hello1515.jpg')
test_exps.append('1515')
test_fns.append(test_fn_1)
test_args.append('\hello1515.jpg')
test_exps.append('1515')
test_fns.append(test_fn_1)
test_args.append('\kk\hello1515.jpg')
test_exps.append('1515')
test_fns.append(test_fn_2)
test_args.append(('1515.jpg', 'features_directotry'))
test_exps.append('features_directotry\\1515.bin')
test_fns.append(test_fn_2)
test_args.append(('\hello1515.jpg', 'features_directotry'))
test_exps.append('features_directotry\\1515.bin')
test_fns.append(test_fn_2)
test_args.append(('\kk\hello1515.jpg', 'features_directotry'))
test_exps.append('features_directotry\\1515.bin')
tests_basis.create_tests(test_fns, test_args, test_exps)
return tests_basis.main_tester(
"Testing some functionality of Dataset feature extraction",
starting_counter)
def main(starting_counter):
test_args, test_exps, test_fns = [8, 7, 6, 5, 4, 3, 2, 1] * 2, [], []
test_fns.append(test_fn)
test_exps.append((8, 2048))
test_fns.append(test_fn)
test_exps.append((7, 2048))
test_fns.append(test_fn)
test_exps.append((6, 2048))
test_fns.append(test_fn)
test_exps.append((5, 2048))
test_fns.append(test_fn)
test_exps.append((4, 2048))
test_fns.append(test_fn)
test_exps.append((3, 2048))
test_fns.append(test_fn)
test_exps.append((2, 2048))
test_fns.append(test_fn)
test_exps.append((1, 2048))
test_fns.append(test_fn)
test_exps.append((8, 2048))
test_fns.append(test_fn)
test_exps.append((7, 2048))
test_fns.append(test_fn)
test_exps.append((6, 2048))
test_fns.append(test_fn)
test_exps.append((5, 2048))
test_fns.append(test_fn)
test_exps.append((4, 2048))
test_fns.append(test_fn)
test_exps.append((3, 2048))
test_fns.append(test_fn)
test_exps.append((2, 2048))
test_fns.append(test_fn)
test_exps.append((1, 2048))
tests_basis.create_tests(test_fns, test_args, test_exps)
return tests_basis.main_tester("Testing rebinding resnet200-1k-mxnet", starting_counter)
def main(starting_counter):
test_args, test_exps, test_fns = [8, 7, 6, 5, 4, 3, 2, 1] * 2, [], []
test_fns.append(test_special_fn)
test_exps.append((8, 2048))
test_fns.append(test_fn)
test_exps.append((7, 2048))
test_fns.append(test_fn)
test_exps.append((6, 2048))
test_fns.append(test_fn)
test_exps.append((5, 2048))
test_fns.append(test_fn)
test_exps.append((4, 2048))
test_fns.append(test_fn)
test_exps.append((3, 2048))
test_fns.append(test_fn)
test_exps.append((2, 2048))
test_fns.append(test_fn)
test_exps.append((1, 2048))
test_fns.append(test_fn)
test_exps.append((8, 2048))
test_fns.append(test_fn)
test_exps.append((7, 2048))
test_fns.append(test_fn)
test_exps.append((6, 2048))
test_fns.append(test_fn)
test_exps.append((5, 2048))
test_fns.append(test_fn)
test_exps.append((4, 2048))
test_fns.append(test_fn)
test_exps.append((3, 2048))
test_fns.append(test_fn)
test_exps.append((2, 2048))
test_fns.append(test_fn)
test_exps.append((1, 2048))
tests_basis.create_tests(test_fns, test_args, test_exps)
return tests_basis.main_tester("Testing Feature Extraction MAX_BATCH_SIZE graph initialization", starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
predictions = tf.constant([[0, 0.1, 0.2, 0.25, 0, 0.1, 0.35],
[0, 0.1, 0.2, 0.25, 0, 0.1, 0.35]])
labels = tf.constant([[0, 0.1, 0, 0.1, 0.1, 0.1, 0.1],
[0.2, 0.1, 0, 0, 0.1, 0.1, 0.1]])
test_args.append((predictions, labels))
test_exps.append(35)
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing The Top-5 Accuracy",
starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
test_args.append([12, 0, True])
test_exps.append([(12, 2048), (12, 30, 300), (12, 1000), False])
test_args.append([12, 29994, True])
test_exps.append([(12, 2048), (12, 30, 300), (12, 1000), False])
test_args.append([96, 0, True])
test_exps.append([(96, 2048), (96, 30, 300), (96, 1000), False])
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing image batch loading",
starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
path = get_path('validation', 'abstract_scenes_v1', 'questions')
test_args.append([29994, 6, path])
test_exps.append(6)
test_args.append([29900, 32, path])
test_exps.append(32)
test_args.append([20000, 20, path])
test_exps.append(20)
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing questions batch loading",
starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
path = get_path('validation', 'abstract_scenes_v1', 'annotations')
question_ids = [275780, 275781, 275782, 255060, 255061, 255062]
test_args.append([question_ids, path])
test_exps.append(len(question_ids))
test_args.append([question_ids[:1], path])
test_exps.append(1)
test_args.append([question_ids[:5], path])
test_exps.append(5)
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing annotations batch loading",
starting_counter)
def main(starting_counter):
test_args = []
test_args.append("wow")
# Should take less time
test_args.append("ok")
# Does it cach data?
test_args.append("ok")
test_args.append("hello")
tests_basis.create_tests([test_fn] * len(test_args), test_args, [(300, )] * len(test_args))
ret = tests_basis.main_tester("Testing The Word2Vector Conversion", starting_counter)
_unload_model()
return ret
def main(starting_counter):
test_args, test_exps, test_fns = [], [], []
test_args = [None] * 4
test_fns.append(test_fn_1)
test_exps.append((1, 4096))
test_fns.append(test_fn_2)
test_exps.append((1, 4096))
test_fns.append(test_fn_3)
test_exps.append((4, 4096))
test_fns.append(test_fn_4)
test_exps.append((4, 4096))
tests_basis.create_tests(test_fns, test_args, test_exps)
return tests_basis.main_tester(
"Testing the feature extraction from the VGG19-1k-mxnet",
starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
path = get_path('validation', 'abstract_scenes_v1', 'images')
image_ids = [
20000, 20001, 20002, 20003, 20004, 20005, 20006, 20007, 20008, 20009
]
test_args.append([image_ids, path])
test_exps.append(len(image_ids))
test_args.append([image_ids[:1], path])
test_exps.append(1)
test_args.append([image_ids[:5], path])
test_exps.append(5)
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing image batch loading",
starting_counter)
def main(starting_counter):
test_args, test_exps, test_fns = [], [], []
test_args = [None] * 5
test_fns.append(test_fn_1)
test_exps.append((1, 2048))
test_fns.append(test_fn_2)
test_exps.append((1, 2048))
test_fns.append(test_fn_3)
test_exps.append((4, 2048))
test_fns.append(test_fn_4)
test_exps.append((4, 2048))
test_fns.append(test_fn_5)
test_exps.append((5, 2048))
tests_basis.create_tests(test_fns, test_args, test_exps)
return tests_basis.main_tester("Testing the general feature extraction", starting_counter)
def main(starting_counter):
test_args, test_exps = [], []
test_args.append("hello world !")
test_exps.append(["hello", "world"])
test_args.append("haven't you seen?")
test_exps.append(["have", "not", "you", "see"])
test_args.append("ok... I saw him !!")
test_exps.append(["ok", "i", "saw", "him"])
test_args.append("it's 5.30 o'clock, come fast")
test_exps.append(["it", "be", "5.30", "o'clock", "come", "fast"])
test_args.append("he ran from ahmed.")
test_exps.append(["he", "run", "from", "ahmed"])
test_args.append("does it contains sugar?")
test_exps.append(["do", "it", "contain", "sugar"])
test_args.append("play football..")
test_exps.append(["play", "football"])
test_args.append("OK")
test_exps.append(["ok"])
test_args.append("you're a good looking person.")
test_exps.append(["you", "be", "a", "good", "look", "person"])
test_args.append("he'd dragged me away")
test_exps.append(["he", "have", "drag", "me", "away"])
test_args.append("he'd drag me away")
test_exps.append(["he", "would", "drag", "me", "away"])
tests_basis.create_tests([test_fn] * len(test_args), test_args, test_exps)
return tests_basis.main_tester("Testing The sentence preprocessing",
starting_counter)
def main(starting_counter):
test_args, test_exps, test_fns = [], [], []
test_args = [None] * 3
test_fns.append(test_fn_1)
test_exps.append((2, 2048))
test_fns.append(test_fn_2)
test_exps.append((2, 2048))
test_fns.append(test_fn_3)
test_exps.append((4, 2048))
tests_basis.create_tests(test_fns, test_args, test_exps)
ret = tests_basis.main_tester(
"Testing the feature extraction from the resnet152-1k-tf",
starting_counter)
_close_session()
return ret