コースのコード

cntk

期間

28 時間：休憩を含む通常に　4　日間がかかります

要求

Basic programming skills

概要

Computer Network ToolKit（ CNTK ）は、Microsoftのオープンソース、マルチマシン、マルチGPU 、音声、テキスト、画像用の高効率RNNトレーニング機械学習フレームワークです。

聴衆

このコースは、プロジェクトでCNTKを活用することを目的としたエンジニアと建築家をCNTKしています。

Machine Translated

コース概要

Getting started

Setup CNTK on your machine
- Enabling 1bit SGD
- Developing and Testing
- CNTK Production Test Configurations
- How to contribute to CNTK
Tutorial
Tutorial II
CNTK usage overview
Examples
Presentations
Multiple GPUs¹ and machines

Configuring CNTK

Config file overview
Simple Network Builder
BrainScript Network Builder
SGD block
Reader block
Train, Test, Eval
Top-level configurations

Describing Networks

Basic concepts
Expressions
Defining functions
Full Function Reference

Data readers

Text Format Reader
- CNTK Text Format Reader
- UCI Fast Reader (deprecated)
HTKMLF Reader
LM sequence reader
LU sequence reader
Image reader

Evaluating CNTK Models

Overview
C++ Evaluation Interface
C# Evaluation Interface
Evaluating Hidden Layers
C# Image Transforms for Evaluation

Advanced topics

Command line parsing rules
Top-level commands
Plot command
ConvertDBN command

¹ The topic related to the use of CNTK with a GPU is not available as a part of a remote course. This module can be delivered during classroom-based courses, but only by prior agreement, and only if both the trainer and all participants have laptops with supported NVIDIA GPUs (not provided by NobleProg). NobleProg cannot guarantee the availability of trainers with the required hardware.