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  • 机器翻译

    机器翻译 背景介绍 效果展示 模型概览 双向循环神经网络 编码器-解码器框架 编码器 解码器 柱搜索算法 数据介绍 数据预处理 示例数据 模型配置说明 训练模型 定义训练环境 定义数据提供器 构造训练器(trainer) 提供数据 事件处理器 开始训练 应用模型 定义解码部分 定义数据 测试 总结 参考文献 ...
  • 9.11. 样式迁移

    1053 2019-06-05 《动手学深度学习》
    9.11. 样式迁移 9.11.1. 方法 9.11.2. 读取内容图像和样式图像 9.11.3. 预处理和后处理图像 9.11.4. 抽取特征 9.11.5. 定义损失函数 9.11.5.1. 内容损失 9.11.5.2. 样式损失 9.11.5.3. 总变差损失 9.11.5.4. 损失函数 9.11.6. 创建和初始化合成图像 9....
  • 6.3 Prototypes and Criticisms

    6.3 Prototypes and Criticisms 6.3.1 Theory 6.3.2 Examples 6.3.3 Advantages 6.3.4 Disadvantages 6.3.5 Code and Alternatives 6.3 Prototypes and Criticisms A prototype is a ...
  • Putting It All Together

    467 2021-03-31 《The fastai book》
    Putting It All Together Creating an Optimizer Putting It All Together It’s time to implement the process we saw in <>. In code, our process will be implemented something like ...
  • fluid.initializer

    fluid.initializer Bilinear BilinearInitializer Constant ConstantInitializer force_init_on_cpu init_on_cpu MSRA MSRAInitializer Normal NormalInitializer NumpyArrayInitiali...
  • Version history

    Version history Version history OpenSearch version Release highlights Release date 2.8.0 Adds cross-cluster query with PPL, search pipelines, an option to turn on segment repli...
  • Executor in Action

    Executor in Action Fastai Pytorch Lightning Paddle Tensorflow MindSpore Scikit-learn PyTorch ONNX Executor in Action Fastai This Executor uses the ResNet18 network fo...
  • Register model

    Register a model Path and HTTP methods Query parameters Register an OpenSearch-provided pretrained model Register a pretrained text embedding model Request fields Example reques...
  • 2.5 Properties of Explanations

    2.5 Properties of Explanations 2.5 Properties of Explanations We want to explain the predictions of a machine learning model. To achieve this, we rely on some explanation metho...
  • Brewing Models

    Brewing Models Model Building and Brew’s Helper Functions Concepts: Ops vs Helper Functions Ops Helper Functions brew arg_scope Custom Helper Function Caffe2 Default Helper F...