- Python 程式设计经验
- 使用 pandas 和 scikit-learn 的经验
- 具有深度学习和计算机视觉经验
观众
- 数据科学家
FPGA（现场可程式设计门阵列）是一种可用于加速深度学习计算的积体电路。OpenVINO 是一个开源工具包，用于优化 Intel 硬体上的 Deep Learning 模型。
这种由讲师指导的现场培训（在线或现场）面向希望加速即时机器学习应用程式并大规模部署的数据科学家。
在本次培训结束时，参与者将能够：
- 安装 OpenVINO 工具包。
- 使用 FPGA 加速电脑视觉应用程式。
- 在 FPGA 上执行不同的 CNN 层。
- 在 Kubernetes 集群中的多个节点之间扩展应用程式。
课程形式
- 互动讲座和讨论。
- 大量的练习和练习。
- 在即时实验室环境中动手实施。
课程自定义选项
- 要申请本课程的定制培训，请联系我们进行安排。
介绍
概述 加速 Computer Vision 应用程式所需的 Languages、工具和库
设定OpenVINO
OpenVINO Toolkit 及其元件概述
了解 Deep Learning 加速 GPU 和 FPGA
编写面向 FPGA 的软体
转换推理引擎的模型格式
将网路拓扑映射到 FPGA 架构
使用加速堆叠启用 FPGA 集群
设置应用程式以发现 FPGA 加速器
部署用于真实世界图像识别的应用程式
故障排除
总结和结论
United Arab Emirates - Accelerating Deep Learning with FPGA and OpenVINO
Qatar - Accelerating Deep Learning with FPGA and OpenVINO
Egypt - Accelerating Deep Learning with FPGA and OpenVINO
Saudi Arabia - Accelerating Deep Learning with FPGA and OpenVINO
South Africa - Accelerating Deep Learning with FPGA and OpenVINO
Brasil - Accelerating Deep Learning with FPGA and OpenVINO
Canada - Accelerating Deep Learning with FPGA and OpenVINO
中国 - Accelerating Deep Learning with FPGA and OpenVINO
香港 - Accelerating Deep Learning with FPGA and OpenVINO
澳門 - Accelerating Deep Learning with FPGA and OpenVINO
台灣 - Accelerating Deep Learning with FPGA and OpenVINO
USA - Accelerating Deep Learning with FPGA and OpenVINO
Österreich - Accelerating Deep Learning with FPGA and OpenVINO
Schweiz - Accelerating Deep Learning with FPGA and OpenVINO
Deutschland - Accelerating Deep Learning with FPGA and OpenVINO
Czech Republic - Accelerating Deep Learning with FPGA and OpenVINO
Denmark - Accelerating Deep Learning with FPGA and OpenVINO
Estonia - Accelerating Deep Learning with FPGA and OpenVINO
Finland - Accelerating Deep Learning with FPGA and OpenVINO
Greece - Accelerating Deep Learning with FPGA and OpenVINO
Magyarország - Accelerating Deep Learning with FPGA and OpenVINO
Ireland - Accelerating Deep Learning with FPGA and OpenVINO
Luxembourg - Accelerating Deep Learning with FPGA and OpenVINO
Latvia - Accelerating Deep Learning with FPGA and OpenVINO
España - Accelerating Deep Learning with FPGA and OpenVINO
Italia - Accelerating Deep Learning with FPGA and OpenVINO
Lithuania - Accelerating Deep Learning with FPGA and OpenVINO
Nederland - Accelerating Deep Learning with FPGA and OpenVINO
Norway - Accelerating Deep Learning with FPGA and OpenVINO
Portugal - Accelerating Deep Learning with FPGA and OpenVINO
România - Accelerating Deep Learning with FPGA and OpenVINO
Sverige - Accelerating Deep Learning with FPGA and OpenVINO
Türkiye - Accelerating Deep Learning with FPGA and OpenVINO
Malta - Accelerating Deep Learning with FPGA and OpenVINO
Belgique - Accelerating Deep Learning with FPGA and OpenVINO
France - Accelerating Deep Learning with FPGA and OpenVINO
日本 - Accelerating Deep Learning with FPGA and OpenVINO
Australia - Accelerating Deep Learning with FPGA and OpenVINO
Malaysia - Accelerating Deep Learning with FPGA and OpenVINO
New Zealand - Accelerating Deep Learning with FPGA and OpenVINO
Philippines - Accelerating Deep Learning with FPGA and OpenVINO
Singapore - Accelerating Deep Learning with FPGA and OpenVINO
Thailand - Accelerating Deep Learning with FPGA and OpenVINO
Vietnam - Accelerating Deep Learning with FPGA and OpenVINO
India - Accelerating Deep Learning with FPGA and OpenVINO
Argentina - Accelerating Deep Learning with FPGA and OpenVINO
Chile - Accelerating Deep Learning with FPGA and OpenVINO
Costa Rica - Accelerating Deep Learning with FPGA and OpenVINO
Ecuador - Accelerating Deep Learning with FPGA and OpenVINO
Guatemala - Accelerating Deep Learning with FPGA and OpenVINO
Colombia - Accelerating Deep Learning with FPGA and OpenVINO
México - Accelerating Deep Learning with FPGA and OpenVINO
Panama - Accelerating Deep Learning with FPGA and OpenVINO
Peru - Accelerating Deep Learning with FPGA and OpenVINO
Uruguay - Accelerating Deep Learning with FPGA and OpenVINO
Venezuela - Accelerating Deep Learning with FPGA and OpenVINO
Polska - Accelerating Deep Learning with FPGA and OpenVINO
United Kingdom - Accelerating Deep Learning with FPGA and OpenVINO
South Korea - Accelerating Deep Learning with FPGA and OpenVINO
Pakistan - Accelerating Deep Learning with FPGA and OpenVINO
Sri Lanka - Accelerating Deep Learning with FPGA and OpenVINO
Bulgaria - Accelerating Deep Learning with FPGA and OpenVINO
Bolivia - Accelerating Deep Learning with FPGA and OpenVINO
Indonesia - Accelerating Deep Learning with FPGA and OpenVINO
Kazakhstan - Accelerating Deep Learning with FPGA and OpenVINO
Moldova - Accelerating Deep Learning with FPGA and OpenVINO
Morocco - Accelerating Deep Learning with FPGA and OpenVINO
Tunisia - Accelerating Deep Learning with FPGA and OpenVINO
Kuwait - Accelerating Deep Learning with FPGA and OpenVINO
Oman - Accelerating Deep Learning with FPGA and OpenVINO
Slovakia - Accelerating Deep Learning with FPGA and OpenVINO
Kenya - Accelerating Deep Learning with FPGA and OpenVINO
Nigeria - Accelerating Deep Learning with FPGA and OpenVINO
Botswana - Accelerating Deep Learning with FPGA and OpenVINO
Slovenia - Accelerating Deep Learning with FPGA and OpenVINO
Croatia - Accelerating Deep Learning with FPGA and OpenVINO
Serbia - Accelerating Deep Learning with FPGA and OpenVINO
Bhutan - Accelerating Deep Learning with FPGA and OpenVINO
Nepal - Accelerating Deep Learning with FPGA and OpenVINO
Uzbekistan - Accelerating Deep Learning with FPGA and OpenVINO