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scoring tests
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chandramouli-sastry committed Oct 11, 2023
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accumulated_eval_time,accumulated_logging_time,accumulated_submission_time,global_step,preemption_count,score,test/accuracy,test/loss,test/num_examples,total_duration,train/accuracy,train/loss,validation/accuracy,validation/loss,validation/num_examples
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14 changes: 14 additions & 0 deletions scoring/test_scoring_utils.py
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from absl.testing import absltest
import scoring_utils
import scoring

TEST_LOGFILE = 'test_data/adamw_fastmri_jax_04-18-2023-13-10-58.log'
TEST_DIR = 'test_data/experiment_dir'
Expand All @@ -25,6 +26,19 @@ def test_get_trials_df(self):

def test_get_experiment_df(self):
df = scoring_utils.get_experiment_df(TEST_DIR)
assert len(df)==2

def test_scores(self):
df = scoring_utils.get_experiment_df(TEST_DIR)
performance_profile_df = scoring.compute_performance_profiles(
{'my.submission':df},
time_col='score',
min_tau=1.0,
max_tau=None,
reference_submission_tag=None,
num_points=100,
scale='linear',
verbosity=0)


if __name__ == '__main__':
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