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241759101e
* Improvements to the wandb integration * small reorg + no global necessary * feat(trainer): log epoch and final metrics * Simplify logging a bit * Fixup * Fix crash when just running eval Co-authored-by: Chris Van Pelt <vanpelt@gmail.com> Co-authored-by: Boris Dayma <boris.dayma@gmail.com>
34 lines
964 B
Python
34 lines
964 B
Python
import logging
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import sys
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import unittest
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from unittest.mock import patch
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import run_ner
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logging.basicConfig(level=logging.INFO)
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logger = logging.getLogger()
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class ExamplesTests(unittest.TestCase):
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def test_run_ner(self):
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stream_handler = logging.StreamHandler(sys.stdout)
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logger.addHandler(stream_handler)
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testargs = """
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--model_name distilbert-base-german-cased
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--output_dir ./tests/fixtures/tests_samples/temp_dir
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--overwrite_output_dir
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--data_dir ./tests/fixtures/tests_samples/GermEval
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--labels ./tests/fixtures/tests_samples/GermEval/labels.txt
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--max_seq_length 128
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--num_train_epochs 6
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--logging_steps 1
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--do_train
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--do_eval
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""".split()
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with patch.object(sys, "argv", ["run.py"] + testargs):
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result = run_ner.main()
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self.assertLess(result["eval_loss"], 1.5)
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