Regularizing an LSTM Dropout Activation Regularization and Temporal Activation Regularization Training a Weight-Tied Regularized LSTM Regularizing an LSTM Recurrent neural n...
Getting Started with Katib Katib setup Installing Katib Setting up persistent volumes Accessing the Katib UI Examples Example using random algorithm TensorFlow example PyTorc...
torch.utils.data 数据集类型 版图式数据集 可迭代式的数据集 数据加载顺序和采样器 加载批处理和非批处理数据 自动批处理(默认) 禁用自动批处理 Working with collate_fn Single- and Multi-process Data Loading 单进程数据加载(默认) Multi-process ...
A Generic Optimizer A Generic Optimizer To build up our accelerated SGD tricks, we’ll need to start with a nice flexible optimizer foundation. No library prior to fastai provid...
Questionnaire Further Research Questionnaire How did we get to a single vector of activations in the CNNs used for MNIST in previous chapters? Why isn’t that suitable for Ima...
Tabular model Embeddings emb_sz_rule [source] get_emb_sz [source] class TabularModel [source] tabular_config [source] Tabular model A basic model that can be...