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  • 自动求导机制

    自动求导机制 自动求导机制 在机器学习中,我们经常需要计算函数的导数。TensorFlow提供了强大的 自动求导机制 来计算导数。以下代码展示了如何使用 tf.GradientTape() 计算函数 在 时的导数: import tensorflow as tf   x = tf . Variable ( initial_va...
  • 使用自定义镜像

    1087 2018-07-28 《小米云深度学习》
    定制训练任务Docker镜像 简介 制作Docker镜像 使用Dockerfile制作docker镜像 使用docker commit制作docker镜像 使用示例 参数介绍 注意: 定制训练任务Docker镜像 简介 Xiaomi Cloud-ML支持Bring Your Own Image功能,允许用户传入自定义的Docker镜...
  • Inference Autoscaling

    Autoscale InferenceService with inference workload InferenceService with target concurrency Create InferenceService Predict InferenceService with concurrent requests Check Dash...
  • Introduction to Plugin

    Introduction to Plugin plugin DataCollect plugin DataAccess plugin DataProcess plugin ModelDefine plugin ModelLoad plugin ModelTrain plugin ModelEvaluate Introduction to...
  • 6.3. Serverless platforms

    Serverless platforms Serverless platforms Our vision for the future is to run WebAssembly as an alternative lightweight runtime side-by-side with Docker and microVMs in cloud n...
  • Introduction

    Keras: The Python Deep Learning library You have just found Keras. Multi-backend Keras and tf.keras: Guiding principles Getting started: 30 seconds to Keras Installation Confi...
  • TensorBoard:可视化学习

    TensorBoard:可视化学习 数据序列化 启动TensorBoard TensorBoard:可视化学习 TensorBoard 涉及到的运算,通常是在训练庞大的深度神经网络中出现的复杂而又难以理解的运算。 为了更方便 TensorFlow 程序的理解、调试与优化,我们发布了一套叫做 TensorBoard 的可视化工具。你可以用 ...
  • Frameworks for Training

    Frameworks for Training Chainer Training MPI Training MXNet Training PyTorch Training TensorFlow Training (TFJob) Feedback Frameworks for Training Training of ML models i...
  • SQLFlow Overall Design

    SQLFlow Overall Design What is SQLFlow Related Work Microsoft SQL Server Teradata SQL for DL Google BigQuery Design Goal Design Decisions Extended SQL Syntax System Archite...
  • End-to-end Kubeflow on IBM Cloud

    End-to-end Kubeflow on IBM Cloud Introduction Overview of IKS The model and the data The overall workflow Run the MNIST Tutorial on IKS End-to-end Kubeflow on IBM Cloud Ru...