## DEPLOY VTA ON INTEL FPGA ## HARMAN A SAMSUNG COMPANY LIANGFU CHEN 11/16/2019 ## Moore's Law is Slowing Down 42 Years of Microprocessor Trend Data | ||Get physical memory of cma memory block (should be used for DMA). More...| ## DEPLOY VTA ON INTEL FPGA ## Software - Driver ## Cyclone V & Arria V SoC HPS Physical Memory Map ; } ## DEPLOY VTA ON INTEL FPGA ## Hardware ## Datapath of Chisel VTA  ## DEPLOY VTA ON INTEL FPGA ## Hardware ![I

## 大数据时代的Intel之Hadoop 系统方案架构师：朱海峰 英特尔 $ ^{®} $ 中国云计算创新中心 2013.4 北京 ## 法律声明 本文所提供之信息均与英特尔 $ ^{®} $ 产品相关。本文不代表英特尔公司或其它机构向任何人明确或隐含地授予任何知识产权。除相关产品的英特尔销售条款与条件中列明之担保条件以外，英特尔公司不对销售和/或使用英特尔产品做出其它任何明确或隐含的担 订购产品前，请联系您当地的英特尔销售办事处或分销商，了解最新技术规范。 如欲获得本文或其它英特尔文献中提及的带订单编号的文档副本，可致电1-800-548-4725，或访问http://www.intel.com/design/literature.htm 性能测试和等级评定均使用特定的计算机系统和/或组件进行测量，这些测试大致反映了英特尔 $ ^{®} $ 产品的性能。系统硬件、软件设计或配置的 ，英特尔主动管理技术可能在基于主机操作系统的虚拟专用网（VPN）上，或者在无线连接、使用电池电源、睡眠、休眠或关机时无法使用或是某些功能受到限制。如欲了解更多信息，请访问：http：//www.intel.com/technology/iamt。 英特尔 $ ^{®} $ 架构上的 64 位计算要求计算机系统采用支持英特尔 $ ^{®} $ 64 架构的处理器、芯片组、基本输入输出系统（BI

## FFmpeg在Intel GPU上的硬件加速与优化 赵军 DCG/NPG @ Intel ## 介绍FFmpeg VAAPI • Media pipeline review • 何谓FFmpeg VAAPI • 为什么我们需要FFmpeg VAAPI • 当前状态 • 更进一步的计划 · 附录 ## 典型的 media pipeline SOURCE libavformat ## • 依赖于后端驱动，可以提供Video硬件加速 • 解码 • 编码 • 图像后处理 ## 可用的后端驱动 • Intel VA(i965) driver for Intel chip-sets • Intel hybrid driver • Intel HD driver • Mesa's state-trackers for gallium drivers: • radeon Gen8: Broadwell, Braswell (CherryView) • Gen9: Skylake, Broxton-P • Gen 9.5: Kabylake ● … ## • Intel® Processor Graphics • 3D 渲染(OpenGL & Vulkan) • Media • 显示与计算（CUDA & OpenGL） ## I ntel GPU

C++ 进阶：模板元编程与函数式编程 4. 编译器如何自动优化：从汇编角度看 C++ 5. C++11 起的多线程编程：从 mutex 到无锁并行 6. 并行编程常用框架：OpenMP 与 Intel TBB 7. 被忽视的访存优化：内存带宽与 cpu 缓存机制 8. GPU 专题：wrap 调度，共享内存，barrier 9. 并行算法实战：reduce，scan，矩阵乘法等 10.

PRESENTATION AGENDA ☑ TVM @ AliOS Overview TVM @ AliOS ARM CPU TVM @ AliOS Hexagon DSP TVM @ AliOS Intel GPU ☑ Misc ## PART ONE TVM @ AliOS Overview ## AliOS Overview • AliOS (www.alios.cn) is a newly r0 = #0; jumpr r31 } ## PART FOUR AliOS TVM @ Intel GPU ## AliOS TVM @ Intel GPU • Implement the schedule from scratch • Leverage Intel Subgroup Extension ## Subgroups  ## AliOS TVM @ Intel GPU GEMM Hardware Efficiency @ Intel Apollo Lake GPU ![Image](/uploads/documents/9/0/e/a/90eab7a9909eddc3e1f4b253cda18ef6/p24_1

$A or $ALIGN : Align Data 15 1.2.2 $A1, $A2, $A4 and $A8 15 1.2.3 $ASMMODE : Assembler mode (Intel 80x86 only) 16 1.2.4 $B or $BOLEVEL : Complete boolean evaluation 16 1.2.5 $C or $ASSERTIONS : 52 $MINFPCONSTPREC : Specify floating point constant precision ..... 32 1.2.53 $MMX : Intel MMX support (Intel 80x86 only) ..... 32 1.2.54 $NODEFINE : Ignored ..... 33 1.2.55 $NOTE : Generate note resource ..... 38 1.2.68 $SATURATION : Saturation operations (Intel 80x86 only) ..... 39 1.2.69 $SAFEFPUEXCEPTIONS Wait when storing FPU values on Intel x86 ..... 39 1.2.70 $SCOPEDENUMS Control use of scoped

js, C++ & Python • Video Demo Intel ♥ Robot • Contacts & Resource Links ## Who we are Intel Open Source Technology Center (OTC) is home to the core of Intel's open source development efforts RAM/Ubuntu 16.04 ## V ideo Demo (URL) Turtlebot $ ^{*} $ 3 + ROS 2.0 Intel $ ^{®} $ RealSense $ ^{TM} $ camera Up Board $ ^{*} $ with Intel Atom $ ^{®} $ ## • A web app as remote control roslibjs + ros2-web-bridge RGB • Range 0.3-10M+ • Includes ROS 2.0 Wrapper For more info, please visit https://realsense.intel.com  ## Web Remote

Files (x86)\\Intel\\CLS Client\\C:\\Program Files\\Intel\\CLS Client\\C:\\WINDOWS\\system32;C:\\WINDOWS\\System32\\Wbem;C:\\WINDOWS\\System32\\WindowsPowerShell\\v1.0;c:\\Program Files\\Intel\\WiFi\\bin;c:\\Program ;c:\\Program Files\\Common Files\\Intel\\WirelessCommon\\;C:\\Program Files (x86)\\Intel\\Intel\\R\\Management Engine Components\\DAL;C:\\Program Files\\Intel\\Intel\\R\\Management Engine Components\\DAL;C:\\Program Components\\DAL;C:\\Program Files (x86)\\Intel\\Intel\\R\\Management Engine Components\\IPT;C:\\Program Files\\Intel\\Intel\\R\\Management Engine Components\\IPT;c:\\Program Files (x86)\\HP\\HP Performance Advisor;C:\\Program

visit www.intel.com/PerformanceIndex or scan the QR code:  © Intel Corporation. Intel, the Intel logo, and other Intel marks marks are trademarks of Intel Corporation or its subsidiaries. Other names and brands may be claimed as the property of others. ## Human Readable Disclaimer - The views in this talk are mine, not necessarily This is a speculative, academic-style talk. I’m not describing anything about future Intel products. - I work in Intel’s research labs. Work described here will involve experimental prototypes and early

Version 1.3a 461 17.2.16 curl License 466 17.2.17 libgd License 466 17.2.18 BSD License from Intel 467 17.2.19 IJG (Independent JPEG Group) License 468 17.2.20 libjpeg-turbo Modified (3-clause) 471 17.2.26 DocBook XML DTD License 471 17.2.27 DocBook XSL Stylesheets License 471 17.2.28 Intel ACPI Component Architecture (ACPICA) License 472 17.2.29 Khronos License 473 17.2.30 SGI Free cross-platform virtualization application. What does that mean? For one thing, it installs on your existing Intel or AMD-based computers, whether they are running Windows, macOS, Linux, or Oracle Solaris operating