Deeplite created Neutrino, an intelligent optimization engine for Deep Neural Networks (DNNs) deployed on cloud servers and edge devices. Neutrino helps to automatically optimize high-performance DNN models to satisfy target computation constraints. The engine inputs large, initial DNN models and constraints to produce smaller, highly efficient models that meet these constraints.
Benefits and features
- Automated model architecture optimization
- Exporting an optimized model to test integration with endpoint applications
- Ability to compare and complement the results obtained with other open-source and industry model architecture optimization frameworks
- Offers a collection of popular CNN model architectures and benchmark datasets for PyTorch framework
- Different performance metrics
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