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NASBench is a built-in problem based on NAS-Bench-101: Towards Reproducible Neural Architecture Search. The official Python implementation of NAS-Bench-101 can be found here.
$ wget https://storage.googleapis.com/nasbench/nasbench_full.tfrecord $ nasbench convert nasbench_full.tfrecord nasbench_full.bin