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  • CharRNN

    CharRNN Description Quickstart Usage Initialize Parameters Properties .ready .state .model .vocabSize Methods .generate() .predict() .feed() .reset() Examples Demo ...
  • lstm_unit

    lstm_unit lstm_unit paddle.fluid.layers.lstm_unit ( x_t, hidden_t_prev, cell_t_prev, forget_bias\=0.0, param_attr\=None, bias_attr\=None, name\=None ) [源代码] Long-Short Term ...
  • lstm_unit

    lstm_unit lstm_unit paddle.fluid.layers. lstm_unit ( x_t, hidden_t_prev, cell_t_prev, forget_bias=0.0, param_attr=None, bias_attr=None, name=None ) [源代码] Long-Short Term Memo...
  • 学习率调度器

    学习率调度器 学习率调度器 当我们使用诸如梯度下降法等方式来训练模型时,一般会兼顾训练速度和损失(loss)来选择相对合适的学习率。但若在训练过程中一直使用一个学习率,训练集的损失下降到一定程度后便不再继续下降,而是在一定范围内震荡。其震荡原理如下图所示,即当损失函数收敛到局部极小值附近时,会由于学习率过大导致更新步幅过大,每步参数更新会反复越过极小...
  • Version history

    Version history Version history OpenSearch version Release highlights Release date 2.9.0 Makes search pipelines and the Neural Search plugin generally available. Adds ML model ...
  • Getting started with Katib

    Getting started with Katib Katib setup Installing Katib Setting up persistent volumes Accessing the Katib UI Examples Example using random algorithm TensorFlow example PyTorc...
  • Parameter Server

    Distributed training with gradients sharing Setting up Your Cluster Cluster Setup Network Environment Netmask Dependencies Example Configuration: Effective Scalability Perfo...
  • Custom models

    Custom local models Model support Preparing a model Model format Model size Prerequisites Cluster settings Step 1: Register a model group Step 2: Register a local model Ste...
  • Concepts

    Vector search concepts Storage Attached Indexing (SAI) New Vector CQL data type Vector search concepts Vector Search is a new feature added to Cassandra 5.0. It is a powerful ...