How does topology of neural architectures impact gradient propagation and model performance?

Benchmark Model Rank Results
neural-architecture-search-on-cifar-10NN-MASS- CIFAR-A#30Top-1 Error Rate: 3.0%Parameters: 5.02MFLOPS: 1.95G…
neural-architecture-search-on-cifar-10NN-MASS- CIFAR-C#31Top-1 Error Rate: 3.18%Parameters: 3.82MFLOPS: 1.2G…
neural-architecture-search-on-imagenetNN-MASS-B#109Top-1 Error Rate: 26.7Accuracy: 73.3Params: 3.7MMACs: 393M…
neural-architecture-search-on-imagenetNN-MASS-A#111Top-1 Error Rate: 27.1Accuracy: 72.9Params: 2.3MMACs: 200M…