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Automated deep learning using neural network intelligence : develop and design PyTorch and TensorFlow models using Python /
Optimize, develop, and design PyTorch and TensorFlow models for a specific problem using the Microsoft Neural Network Intelligence (NNI) toolkit. This book includes practical examples illustrating automated deep learning approaches and provides techniques to facilitate your deep learning model devel...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
New York, NY :
Apress,
[2022]
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| Temas: | |
| Acceso en línea: | Texto completo (Requiere registro previo con correo institucional) Texto completo (Requiere registro previo con correo institucional) |
Tabla de Contenidos:
- Chapter 1: Introduction to Neural Network Intelligence
- Chapter 2:Hyperparameter Optimization
- Chapter 3: Hyperparameter Optimization Under Shell
- 4. Multi-Trial Neural Architecture Search
- Chapter 5: One-Shot Neural Architecture Search
- Chapter 6: Model Pruning
- Chapter 7: NNI Recipes.