LCA13: Exploiting ARM GPU resources in Open Source Software

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Resource: LCA13 Name: Exploiting ARM GPU resources in Open Source Software Date: 07-03-2013 Speaker: Tom Gall

GPGPU ON ARM
Tom Gall
tom.gall@linaro.org

SESSION GOALS
• What activity should Linaro
pursue?
• What open source projects
should we work with?

BOUNDARIES
• Lets not do any PHD dissertations
• Output must be open source
• Optimized stack should of course advance member goals

PARALLEL COMPUTING
Granularity
•
NEON
Grid
OpenStack
MPI/OpenMPI OpenMP/pthreads
Multi-machine Single machine

OPEN CL
• Originally proposed by Apple
• API for using your resources including the GPU as a general
purpose power house
• Khronos standard (holders of OpenGL)
• Open Compute Language
• ANSI-C99 w additions
• Open = anyone can implement

HSA
• Heterogeneous System Architecture
• hsafoundation.com
• HSA standards out for review
• A better OpenCL
• Better debug, HSAIL

QUALITIES IN A CANDIDATE
• Task parallelism
• Break up task over threads
• Data parallelism
• Same operation over lots of data
• Big wins for computationally signiﬁcant data parallel algs
• Bad
• Lots of pointer chasing
• Calculations that require lots of communication or result dependent

PROJECTS
• Libjpeg vs libjpeg turbo
• SQLite
• Hadoop - map reduce
• HipHop?

LIBJPEG
• Software, NEON, OpenCL comparison possible
• Android & Linux
• code.google.com/p/jpeg-opencl/source/checkout

SQLITE
• Cuda (nVidia only)
• Implemented subset of SQLite vm on gpu
• Pbbakkum.com/db
• Claim of 20x-70x
• Source available, we could port to OpenCL

HADOOP
• MapReduce is a major piece of Hadoop
• http://ieeexplore.ieee.org/xpl/articleDetails.jsp?
reload=true&arnumber=6227786
• Measured 1.6-2x improvement
• Used jocl (java bindings for OpenCL)
• Source?

PIGLIT
• Mesa test suite
• Includes a number of OpenCL tests
• Should be fairly straight forward to add to LAVA
• Linux
• Android

GRAND CENTRAL
• libdispatch - open source
• http://libdispatch.macosforge.org
• Can go hand in hand with OpenCL
• Needs llvm, libkqueue, blocks runtime

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"Session ID: HKG18-120 Session Name: HKG18-120 - Structured Documentation and Validation for Device Tree Speaker: Grant Likely Track: Kernel ★ Session Summary ★ Devicetree has become the dominant hardware configuration language used when building embedded systems. Projects using Devicetree now include Linux, U-Boot, Android, FreeBSD, and Zephyr. However, it is notoriously difficult to write correct Devicetree data files. The dtc tools perform limited tests for valid data, and there there is not yet a way to add validity test for specific hardware descriptions. Neither is there a good way to document requirements for specific bindings. Work is underway to solve these problems. This session will present a proposal for adding Devicetree schema files to the Devicetree toolchain that can be used to both validate data and produce usable documentation. --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-120/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-120.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-120.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: Kernel 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

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"Session ID: HKG18-223 Session Name: HKG18-223 - Trusted Firmware M : Trusted Boot Speaker: Tamas Ban Track: LITE ★ Session Summary ★ An overview of the trusted boot concept and firmware update on the ARMv8-M based platform and how MCUBoot acts as a BL2 bootloader for TF-M. Trusted Firmware M In October 2017, Arm announced the vision of Platform Security Architecture (PSA) - a common framework to allow everyone in the IoT ecosystem to move forward with stronger, scalable security and greater confidence. There are three key stages to the Platform Security Architecture: Analysis, Architecture and Implementation which are described at https://developer.arm.com/products/architecture/platform-security-architecture. _Trusted Firmware M, i.e. TF-M, is the Arm project to provide an open source reference implementation firmware that will conform to the PSA specification for M-Class devices. Early access to TF-M was released in December 2017 and it is being made public during Linaro Connect. The implementation should be considered a prototype until the PSA specifications reach release state and the code aligns._ --------------------------------------------------- ★ Resources ★ Event Page: http://connect.linaro.org/resource/hkg18/hkg18-223/ Presentation: http://connect.linaro.org.s3.amazonaws.com/hkg18/presentations/hkg18-223.pdf Video: http://connect.linaro.org.s3.amazonaws.com/hkg18/videos/hkg18-223.mp4 --------------------------------------------------- ★ Event Details ★ Linaro Connect Hong Kong 2018 (HKG18) 19-23 March 2018 Regal Airport Hotel Hong Kong --------------------------------------------------- Keyword: LITE 'http://www.linaro.org' 'http://connect.linaro.org' --------------------------------------------------- Follow us on Social Media https://www.facebook.com/LinaroOrg https://www.youtube.com/user/linaroorg?sub_confirmation=1 https://www.linkedin.com/company/1026961"

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1. GPGPU ON ARM Tom Gall tom.gall@linaro.org

2. SESSION GOALS • What activity should Linaro pursue? • What open source projects should we work with?

3. BOUNDARIES • Lets not do any PHD dissertations • Output must be open source • Optimized stack should of course advance member goals

4. PARALLEL COMPUTING Granularity • NEON Grid OpenStack MPI/OpenMPI OpenMP/pthreads Multi-machine Single machine

5. OPEN CL • Originally proposed by Apple • API for using your resources including the GPU as a general purpose power house • Khronos standard (holders of OpenGL) • Open Compute Language • ANSI-C99 w additions • Open = anyone can implement

6. HSA • Heterogeneous System Architecture • hsafoundation.com • HSA standards out for review • A better OpenCL • Better debug, HSAIL

7. QUALITIES IN A CANDIDATE • Task parallelism • Break up task over threads • Data parallelism • Same operation over lots of data • Big wins for computationally signiﬁcant data parallel algs • Bad • Lots of pointer chasing • Calculations that require lots of communication or result dependent

8. PROJECTS • Libjpeg vs libjpeg turbo • SQLite • Hadoop - map reduce • HipHop?

9. LIBJPEG • Software, NEON, OpenCL comparison possible • Android & Linux • code.google.com/p/jpeg-opencl/source/checkout

10. SQLITE • Cuda (nVidia only) • Implemented subset of SQLite vm on gpu • Pbbakkum.com/db • Claim of 20x-70x • Source available, we could port to OpenCL

11. HADOOP • MapReduce is a major piece of Hadoop • http://ieeexplore.ieee.org/xpl/articleDetails.jsp? reload=true&arnumber=6227786 • Measured 1.6-2x improvement • Used jocl (java bindings for OpenCL) • Source?

12. PIGLIT • Mesa test suite • Includes a number of OpenCL tests • Should be fairly straight forward to add to LAVA • Linux • Android

13. GRAND CENTRAL • libdispatch - open source • http://libdispatch.macosforge.org • Can go hand in hand with OpenCL • Needs llvm, libkqueue, blocks runtime