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Nas-bench-201.py

@@ -23,10 +23,19 @@ def Make_bench_string(Arch):
         ops_Arch.append(str(node_ops[Arch[i]]))
     return '|{}~0|+|{}~0|{}~1|+|{}~0|{}~1|{}~2|'.format(ops_Arch[0],ops_Arch[1],ops_Arch[3],ops_Arch[2],ops_Arch[4],ops_Arch[5])
 
-Arch = [6,7,1,5,1,7]
-
+Arch = [1, 1, 5, 1, 1, 1]
 api = API('NAS-Bench-201-v1_1-096897.pth', verbose=False)
 Arch_string = Make_bench_string(Arch)
+# # Arch_string = '|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|'
 
 index = api.query_index_by_arch(Arch_string)
 api.show(index)
+
+# Best_arch_CIFAR-10 = [6, 6, 7, 6, 6, 5]
+# Best_arch_CIFAR-100 = [6,6,7,6,6,6]
+
+# best_arch_index, highest_valid_accuracy = api.find_best(dataset='cifar100', metric_on_set='test', hp='200')
+
+# print('The best architecture on CIFAR-100 test set with 200-epoch training is: [{:}] {:}'.format(best_arch_index, api.arch(best_arch_index)))
+
+# print(highest_valid_accuracy)