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This commit is contained in:
Jakub Zaręba 2023-05-10 19:33:20 +02:00
parent 5e19ff3ce8
commit 1ee4b4103d
1 changed files with 2 additions and 1 deletions
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evaluate.py
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@ -32,7 +32,8 @@ if os.path.exists(metrics_file):
metrics_df = pd.read_csv(metrics_file) metrics_df = pd.read_csv(metrics_file)
else: else:
metrics_df = pd.DataFrame(columns=['top_1_accuracy', 'top_5_accuracy']) metrics_df = pd.DataFrame(columns=['top_1_accuracy', 'top_5_accuracy'])
new_row = pd.DataFrame({'top_1_accuracy': np.mean(top_1_accuracy), 'top_5_accuracy': np.mean(top_5_accuracy)}, index=[0])
new_row = pd.DataFrame([{'top_1_accuracy': np.mean(top_1_accuracy.numpy()), 'top_5_accuracy': np.mean(top_5_accuracy.numpy())}])
metrics_df = pd.concat([metrics_df, new_row], ignore_index=True) metrics_df = pd.concat([metrics_df, new_row], ignore_index=True)
metrics_df.to_csv(metrics_file, index=False) metrics_df.to_csv(metrics_file, index=False)