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fix the index bug in the output

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Mhrooz 2024-08-26 10:58:20 +02:00
parent f72990a675
commit aa4b38a0cc
1 changed files with 5 additions and 5 deletions
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10
correlation.py
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@ -59,15 +59,15 @@ if __name__ == "__main__":
nasbench_len = 15625 nasbench_len = 15625
# for index, i in arch_info.iterrows(): # for index, i in arch_info.iterrows():
for i in range(nasbench_len): for ind in range(nasbench_len):
# print(f'Evaluating network: {index}') # print(f'Evaluating network: {index}')
print(f'Evaluating network: {i}') print(f'Evaluating network: {ind}')
config = api.get_net_config(i, 'cifar10') config = api.get_net_config(ind, 'cifar10')
network = get_cell_based_tiny_net(config) network = get_cell_based_tiny_net(config)
# nas_results = api.query_by_index(i, 'cifar10') # nas_results = api.query_by_index(i, 'cifar10')
# acc = nas_results[111].get_eval('ori-test') # acc = nas_results[111].get_eval('ori-test')
nas_results = api.get_more_info(i, 'cifar10', None, hp=200, is_random=False) nas_results = api.get_more_info(ind, 'cifar10', None, hp=200, is_random=False)
acc = nas_results['test-accuracy'] acc = nas_results['test-accuracy']
# print(type(network)) # print(type(network))
@ -96,7 +96,7 @@ if __name__ == "__main__":
print(f'Average SWAP score: {np.mean(swap_score)}') print(f'Average SWAP score: {np.mean(swap_score)}')
print(f'Elapsed time: {end_time - start_time:.2f} seconds') print(f'Elapsed time: {end_time - start_time:.2f} seconds')
results.append([np.mean(swap_score), acc, i]) results.append([np.mean(swap_score), acc, ind])
results = pd.DataFrame(results, columns=['swap_score', 'valid_acc', 'index']) results = pd.DataFrame(results, columns=['swap_score', 'valid_acc', 'index'])
results.to_csv('output/swap_results.csv', float_format='%.4f', index=False) results.to_csv('output/swap_results.csv', float_format='%.4f', index=False)