Analytics for Neural Networks

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About Analytics4NN

This project tackles the data challenge of enabling efficient neural network architecture search on the next-generation supercomputers by:
The project's methods, workflows, and neural network data commons support users in studying a large and diverse suite of neural networks and connecting those neural networks with scientific knowledge embedded in real datasets. Users across scientific domains can deploy our products to study the fitness curve of neural network, design early termination criteria, reconstruct neural network models, and explain and reproduce AI results.