DATA: Differentiable ArchiTecture Approximation

To bridge this gap, we develop Differentiable ArchiT ecture Approximation (DA T A) with an Ensemble Gumbel-Softmax (EGS) estimator to automatically approximate architectures during searching and validating in a differentiable manner.