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9dbe4094f2
* [testing] switch to a new TestCasePlus + get_auto_remove_tmp_dir() for auto-removal of tmp dirs * respect after=True for tempfile, simplify code * comments * comment fix * put `before` last in args, so can make debug even faster
51 lines
1.3 KiB
Python
51 lines
1.3 KiB
Python
import argparse
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import logging
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import sys
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from unittest.mock import patch
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import run_glue_with_pabee
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from transformers.testing_utils import TestCasePlus
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logging.basicConfig(level=logging.DEBUG)
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logger = logging.getLogger()
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def get_setup_file():
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parser = argparse.ArgumentParser()
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parser.add_argument("-f")
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args = parser.parse_args()
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return args.f
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class PabeeTests(TestCasePlus):
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def test_run_glue(self):
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stream_handler = logging.StreamHandler(sys.stdout)
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logger.addHandler(stream_handler)
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tmp_dir = self.get_auto_remove_tmp_dir()
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testargs = f"""
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run_glue_with_pabee.py
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--model_type albert
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--model_name_or_path albert-base-v2
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--data_dir ./tests/fixtures/tests_samples/MRPC/
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--output_dir {tmp_dir}
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--overwrite_output_dir
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--task_name mrpc
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--do_train
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--do_eval
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--per_gpu_train_batch_size=2
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--per_gpu_eval_batch_size=1
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--learning_rate=2e-5
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--max_steps=50
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--warmup_steps=2
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--seed=42
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--max_seq_length=128
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""".split()
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with patch.object(sys, "argv", testargs):
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result = run_glue_with_pabee.main()
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for value in result.values():
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self.assertGreaterEqual(value, 0.75)
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