- Python 程式設計經驗
- 使用 pandas 和 scikit-learn 的經驗
- 具有深度學習和計算機視覺經驗
觀眾
- 數據科學家
FPGA（現場可程式設計門陣列）是一種可用於加速深度學習計算的積體電路。OpenVINO 是一個開源工具包，用於優化 Intel 硬體上的 Deep Learning 模型。
這種由講師指導的現場培訓（在線或現場）面向希望加速即時機器學習應用程式並大規模部署的數據科學家。
在本次培訓結束時，參與者將能夠：
- 安裝 OpenVINO 工具包。
- 使用 FPGA 加速電腦視覺應用程式。
- 在 FPGA 上執行不同的 CNN 層。
- 在 Kubernetes 集群中的多個節點之間擴展應用程式。
課程形式
- 互動講座和討論。
- 大量的練習和練習。
- 在即時實驗室環境中動手實施。
課程自定義選項
- 要申請本課程的定製培訓，請聯繫我們進行安排。
介紹
概述 加速 Computer Vision 應用程式所需的 Languages、工具和庫
設定OpenVINO
OpenVINO Toolkit 及其元件概述
瞭解 Deep Learning 加速 GPU 和 FPGA
編寫面向 FPGA 的軟體
轉換推理引擎的模型格式
將網路拓撲映射到 FPGA 架構
使用加速堆疊啟用 FPGA 集群
設置應用程式以發現 FPGA 加速器
部署用於真實世界圖像識別的應用程式
故障排除
總結和結論
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