update .gitignore file and change the correlation config
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.gitignore
vendored
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.gitignore
vendored
@ -1,2 +1,3 @@
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__pycache__/
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__pycache__/
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datasets/
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datasets/
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swap_results.csv
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@ -56,7 +56,7 @@ if __name__ == "__main__":
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results = []
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results = []
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# nasbench_len = 15625
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# nasbench_len = 15625
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nasbench_len = 15
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nasbench_len = 15625
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# for index, i in arch_info.iterrows():
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# for index, i in arch_info.iterrows():
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for i in range(nasbench_len):
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for i in range(nasbench_len):
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@ -99,7 +99,7 @@ if __name__ == "__main__":
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results.append([np.mean(swap_score), acc, i])
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results.append([np.mean(swap_score), acc, i])
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results = pd.DataFrame(results, columns=['swap_score', 'valid_acc', 'index'])
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results = pd.DataFrame(results, columns=['swap_score', 'valid_acc', 'index'])
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results.to_csv('swap_results.csv', float_format='%.4f', index=False)
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results.to_csv('output/swap_results.csv', float_format='%.4f', index=False)
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print()
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print()
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print(f'Spearman\'s Correlation Coefficient: {stats.spearmanr(results.swap_score, results.valid_acc)[0]}')
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print(f'Spearman\'s Correlation Coefficient: {stats.spearmanr(results.swap_score, results.valid_acc)[0]}')
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