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# coding=utf-8 |
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""" |
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Tests for deepreg/train.py |
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pytest style |
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""" |
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import os |
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import shutil |
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from deepreg.predict import build_config, build_pair_output_path |
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def test_build_pair_output_path(): |
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""" |
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Test build_config for labeled and unlabeled cases |
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""" |
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save_dir = "logs/save_dir_example" |
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# labeled |
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got = build_pair_output_path(indices=[1, 2, 0], save_dir=save_dir) |
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expected = ( |
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"logs/save_dir_example/pair_1_2", |
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"logs/save_dir_example/pair_1_2/label_0", |
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) |
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assert got == expected |
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assert os.path.exists(got[0]) |
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assert os.path.exists(got[1]) |
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shutil.rmtree(got[0]) |
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# unlabeled |
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got = build_pair_output_path(indices=[1, 2, -1], save_dir=save_dir) |
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expected = ("logs/save_dir_example/pair_1_2", "logs/save_dir_example/pair_1_2") |
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assert got == expected |
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assert os.path.exists(got[0]) |
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assert os.path.exists(got[1]) |
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shutil.rmtree(got[0]) |
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def test_build_config(): |
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""" |
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Test build_config and check exp_name setting and checkpoint path verification |
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""" |
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config_path = "config/unpaired_labeled_ddf.yaml" |
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exp_name = "test_build_config" |
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log_dir = "logs" |
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# TODO checkpoint path empty |
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# checkpoint path ends with ckpt |
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got_config, got_log_dir, _ = build_config( |
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config_path=config_path, |
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log_dir=log_dir, |
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exp_name=exp_name, |
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ckpt_path="example.ckpt", |
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) |
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assert isinstance(got_config, dict) |
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assert got_log_dir == os.path.join(log_dir, exp_name) |
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def test_predict_on_dataset(): |
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# predict_on_dataset is tested in test_train/test_train_and_predict |
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pass |
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DeepRegNet /
DeepReg
