{"product_id":"automated-deep-learning-using-neural-network-intelligence-develop-and-design-pytorch-and-tensorflow-models-using-python-9781484281482","title":"Automated Deep Learning Using Neural Network Intelligence: Develop and Design Pytorch and Tensorflow Models Using Python","description":"Chapter 1: Introduction to Neural Network Intelligence1.1 Installation1.2 Trial, search space, experiment1.3 Finding maxima of multivariate function1.4 Interacting with NNI\u003cbr\u003eChapter 2: Hyper-Parameter Tuning2.1 Preparing a model for hyper-parameter tuning2.2 Running experiment2.3 Interpreting results2.4 Debugging\u003cbr\u003eChapter 3: Hyper-Parameter Tuners\u003cbr\u003eChapter 4: Neural Architecture Search: Multi-trial4.1 Constructing a search space4.2 Running architecture search4.3 Exploration strategies4.4 Comparing exploration strategies\u003cbr\u003eChapter 5: Neural Architecture Search: One-shot5.1 What is one-shot NAS?5.2 ENAS5.3 DARTS\u003cbr\u003eChapter 6: Model Compression6.1 What is model compression?6.2 Compressing your model6.3 Pruning6.4 Quantization\u003cbr\u003eChapter 7: Advanced NNI\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 10\/01\/2022\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484281482\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 404\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.54lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.83d","brand":"Ivan Gridin","offers":[{"title":"Default Title","offer_id":42325230059701,"sku":"9781484281482","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_9a1f45d6-9dfb-43be-9418-24ab42f9e674.jpg?v=1660017912","url":"https:\/\/pastforward.org\/products\/automated-deep-learning-using-neural-network-intelligence-develop-and-design-pytorch-and-tensorflow-models-using-python-9781484281482","provider":"Past Forward","version":"1.0","type":"link"}