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AMD opencl university course (1)

The amd opencl university course is a very good entry-level opencl tutorial. by reading the PPT In the tutorial, we can quickly learn about the opencl mechanism and programming methods. : Http://developer.amd.com/zones/OpenCLZone/universities/Pages/default.aspx The English in the tutorial is very simple. I believe that anyone who learns

Nvidia-opencl-sdk-code-samples's study [3]

Next is Multigpu and Openglinterop, but the two projects skip first. Because I have only one video card in My computer, and then I can't use it with OpenGL. So the next step is the OpenCL scan project, and at first glance it feels very different from what it was before, and it's hard to look like. CL File: Scan codelets////////////////////////////////////////////////////////////////////////////////#if (1)//Naive Inclusive Scan:o (n * log2 (n)) Operat

How do I use structural data in GPGPU OpenCL?

OpenCL programming can use a struct, just provide the same structure declaration in the kernel function kernel. If you define a struct in the main function: 1 typedef struct studentnode{ 2 int age; 3 float height; 4}student; The main function defines the data and transmits it to the OpenCL kernel: Student *stu_input= (student*) malloc (sizeof (Studentnode)); stu_input->age=25; stu_input->height=1.8

Opencl learning step by step (8) grayscale image histogram computing (2)

Now we use the method in the previous tutorial to count the number of pixels in a pair of rgba images (This pixel satisfies the arbitrary components of R, G, B, And a> = 5 )? The method I want to consider is to create a histogram of 256 bin. For a pixel, calculate max (R, G, B, A) and use this value to determine the pixel to enter the bin, after obtaining the histogram, the width * Height-hostbin [0]-hostbin [1]-hostbin [2]-hostbin [3]-hostbin [4], that is, the result we want. The code in this t

FFmpeg Document 09-OPENCL Options

9 OpenCL OptionsThe --enable-opencl opencl option can be used globally when the configuration is turned on at FFmpeg compile time.The following are the supported options: build_options: Set compilation options to specify the registered core of the compilationRefer to "OpenCL Specification version:1.2 Chapter 5.6.4"

An issue in OPENCL programming

These days in the OpenCL Programming Guide, found a headache problem, programming sometimes with cl_int sometimes with int, and so on, began to understand that int is the grammatical structure of C, Cl_int is the grammatical structure of OpenCL, write the kernel with Cl_int, write C with Int. However, it is found that C sometimes has cl_int, and the kernel is basically int. Chaos, how can this?Difficulties

AMD opencl university course (6)

GPU Architecture The content includes: 1. Relationship between openclspec and multi-core hardware Amd gpu Architecture Nvdia GPU Architecture Cell broadband Engine 2. Some special topics about opencl Opencl compilation system Installable client driver First of all, we may have doubts: Since opencl is platform-independent, why should we study special har

Apple's opencl -- talk about local memory

In opencl, variables modified with _ local (or local) are stored in the shared storage area of a compute unit. For NVIDIA GPUs, a Cu can be mapped to a physical Sm (Stream multiprocessor), while for AMD-ATI GPUs, it can be mapped to a physical SIMD. Either SM or SIMD, they all have a shared memory shared by all threads (called work items in opencl) in the current computing unit. Therefore, you can use local

OpenCL size_t Error

There is a problem with the programming test:1, increase kernel when the OpenCL compile error, AMD platform Error said that the source kernel cannot generate the corresponding executable program object;2, but the same set of code on the Intel E3 can operate normally;Obviously, it is also a implementation-dependent problem;This problem is in the implementation of size_t, has been experimental validation, here (LINK) has a simple description, the use of

Comparison of the use of the Altera OpenCL SDK with Xilinx SDAccel

For job requirements, the two high-level language synthesis tools were applied, and the typical algorithms were implemented and evaluated (data is temporarily kept secret).Briefly talk about the experience of using.1. Altera OpenCL SDKFirst, you need to install Quartus (more than 13.1 version) and the supporting Soc EDS, respectively, apply for two license, one for the OpenCL SDK, one for soceds, indispensa

A simple example of using amd app opencl in Windows 7

Since Apple officially submitted its opencl to the khronos group Open Standards Organization in, it has received support from major companies such as AMD, NVIDIA, and Intel. Opencl can make full use of GPU data-intensive large-scale computing capabilities, so that many multimedia applications and even scientific computing can greatly improve performance. Here we will mainly introduce how to use

OpenCL Learning Resources

1.AMD Opencl-optimization-guidehttp://developer.amd.com/tools-and-sdks/opencl-zone/amd-accelerated-parallel-processing-app-sdk/ opencl-optimization-guide/#50401315_pgfId-5208002.apple of Opencl_macprogguidehttps://developer.apple.com/library/mac/documentation/Performance/Conceptual/OpenCL_MacProgGuide/ Tuningperformanceonthegpu/tuningperformanceonthegpu.html#//ap

AMD opencl university course (4)

Kernel Object: Kernel is a function in the program code, which can be executed on the opencl device. A kernel object is the kernel function and its related input parameters. The kernel object is created through the program object and the specified function name. Note: A function must exist in the source code of the program. Compile at runtime: During runtime, compiling programs and creating kernel objects have time overhead, but this is flexible an

Opencl Memory Object-global memory (1)

This log is a summary of the amd opencl document. Opencl uses memory object to transmit data between host and device. Memory Object is managed by Runtime (part of the Runtime Library and driver. The memory objects in opencl include buffer and image. buffer is a collection of One-dimensional data elements. Image is mainly used to store one-dimensional, two-dimensi

Accelerating computer vision algorithms using opencl on the mobile GPU

Accelerating computer vision algorithms using opencl on the mobile GPU March 12th, 2013 Abstract: Recently, general-purpose computing on graphics processing units (gpgpu) has been enabled on mobile devices thanks to the emerging heterogeneous programming models such as opencl. the capability of gpgpu on mobile devices opens a new era for mobile computing and can enable computationally demaning computer vi

ubuntu16.04 Installing OpenCL

Reference Link: https://www.jianshu.com/p/ad808584ce26Installing OpenCLOpenCL is a series of libraries and header files that need to be installed according to the hardware of the SDK, that is, if you want to use Intel CPU as a parallel device, you must install the Intel SDK, if you use the NVIDIA GPU as a parallel device, you must install the Nvidia SDK. Here are the configuration methods for running OpenCL on Intel CPUs and Nvidia GPUs, which can be

OpenCL copies the array from memory to memory, and openclcopy

OpenCL copies the array from memory to memory, and openclcopy I wanted to optimize the previous blog, but the optimization effect was not obvious. But remember the knowledge points. The original intention is to move the computing of the defined domain in the previous blog to the CPU for computing. Because the computing of the defined domain is the same for every kernel, direct reading can further reduce the kernel execution time. My idea was to send t

Opencl learning step by step (3) stores the Kernel File as binary

In tutorial 2, we use the converttostring function to read the kernel source file to a string, then use the clcreateprogramwithsource function to load the program object, and then call the clbuildprogram function to compile the program object. In fact, we can also directly call the binary Kernel File, so that when you do not want to show the Kernel File to others, it will play a certain role of confidentiality. In this tutorial, We will store the read source file in a binary file, and create a T

OpenCL Learning Step by Step (3) store the kernel file as a binary

transferred from: http://www.cnblogs.com/mikewolf2002/archive/2012/09/06/2674125.html Author: Mike Old Wolf In tutorial 2, we read the kernel source file into a string string using the function converttostring, and then use the function Clcreateprogramwithsource to load the program object. Call the function Clbuildprogram to compile the program object again. In fact, we can also directly call the binary kernel file, so that when you do not want to kernel file to others to see, play a certain ro

Learning opencl development from scratch (4) shader

Here we will introduce how to write the program function in opencl. The program function is usually in the text format and load it in using interfaces such as clcreateprogramwithsource. This type of code is often used in shader programming to write the code running on the GPU. So for clarity and understanding, let's call the source code text of these program functions as the shader of opencl. The following

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