Just like a freshman C ++ or a sophomore compilation, I also wrote Cuda for a few months. Then, think about it, and I should start to explain it, I learned something at the lower layer of Cuda and may know more about heterogeneous programming.
1 OverviewFull name of opencl: Development Computing language, parallelProgramThe development standard, used in combination with any heterogeneous platform-including multi-CPU, GPU, CPU and GPU.
Original title: The OpenCL language binding package that can be used in the go GPU operationFirst page Access https://github.com/pseudomind/go-opencl/Find out and then download it
C \Go\src\src>go get github.com/pseudomind/go-opencl/cl
Search your OpenCL.dll file again and copy it
results on AMD and NV platforms are as follows:
Amd gpu = 5870 stream SDK 2.2
Nvidia gpu = GTX 480 with Cuda 3.1
In addition, in the program, we also tried to expand the loop. by expanding the inner loop, we reduced the number of GPU Execution Branch commands. In my test, we used expansion four times, the FPS is 30% faster than that before expansion. (AMD 5670 graphics card ). For specific implementation, see the _ KERNEL void nbody_sim_unroll function in the kernel code. On the amd platform,
Tags: Android style blog HTTP Io color ar SP File
Opencl should be developed on Android, and libopencl should be available on mobile phones. so file (that is, the opencl driver); but this file is rarely available on Android mobile phones. The reason is that although AMD, Intel, NVIDIA, and Apple support opencl, Google does not seem to support
1 Heterogeneous computing, GPGPU and OpenCL
OpenCL is currently a common standard for multi-cpu\gpu\ other chip heterogeneous computing (heterogeneous), co-sponsored by many companies and organizations, and it is cross-platform. Designed to take full advantage of the GPU's powerful parallel computing capabilities and work with CPUs to efficiently perform large-scale (especially high-parallelism) computation
OpenCL (full name open Computing Language, open Computing language) is the first open, free standard for the common purpose of heterogeneous systems, and also a unified programming environment, which makes it easy for software developers to provide High-performance computing servers, desktop computing systems, Handheld devices write efficient and lightweight code and are widely used in multiple core processors (CPUs), graphics processors (GPU), cell t
CPUVoid cpu_histgo (){Int I, J;For (I = 0; I {For (j = 0; j {// Printf ("data: % d \ n", data [I * width + J]);Hostbin [DATA [I * width + J] ++;// Printf ("hostbin % d = % d \ n", data [I * width + J], hostbin [DATA [I * width + J]);}}}
How to Use opencl to calculate grayscale images is not that easy. We know that the advantage of GPU is parallel computing. How to partition images to calculate histograms in parallel is the focus of our discussion. Th
Nvidia's graphics card first to download the installation Cuda development package, you can refer to the steps here: VS2015 in the build environment Cuda installation configuration
After the installation of Cuda, the configuration of OpenCL has been completed 80%, the rest of the work is to add the OpenCL path to the project.
1. Create a new Win32 Console applic
Http://www.csdn.net/article/2013-10-29/2817319-the-application-areas-opencl-can-be-used
Abstract:Which type of algorithm is faster when the accelerator and opencl are used? Professor Wu Feng from the Virginia University of Technology and his team gave an example of an algorithm list, sharing 13 typical cases that opencl is often used in the computer field.
Which
If you can use opencl, OpenGL, and OMAP for video processing, the computation speed will be greatly improved. This section briefly introduces how opencl and OpenGL work simultaneously.
Both opencl and OpenGL can be used for GPU operations, but the former is mainly used for general computing, while the latter is mainly used for image rendering. In some cases, we
GPU thread and Scheduling
This section describes how workgroups in opencl can be scheduled and executed on hardware devices. At the same time, we will also talk about the workitem in the same workgroup. If the commands they execute occur diverage (that is, the execution commands are inconsistent), the performance will be affected. Learning opencl parallel programming is not only about
From http://www.kimicat.com
Use opencl in Windows
Currently, both nvidia and AMD windows drivers support opencl (the official NVIDIA driver version starts with version 195.62, while amd starts with version 9.11 ). NVIDIA's official driver contains opencl. dll, which can be used directly. So far, amd still needs to install its SDK to have
* H, Cl_event EV;
Size_t globalthreads [] = {W, h };
Size_t localthreads [] = {16, 16}; // localx * localy should be a multiple of 64 Printf ("global_work_size = (% d, % d), local_work_size = (16, 16) \ n", W, H );
Cltimer. Reset (); Cltimer. Start ();
Clenqueuendrangekernel (queue,
Kernel,
2,
Null,
Globalthreads,
Localthreads, 0, null, eV );
// When the local group size is not set, the system will automatically set it) Status = clflush (Queue ); Waitforeventandrelease ( eV );
// Clwaitforeven
Original http://www.olcf.ornl.gov/training_articles/opencl-vector-addition/
This article is just a translation of opencl.
The example in the original article cannot be run in my environment, so some changes have been made.
Through this example, we can better understand the opencl programming model.
1. Introduction
This example indicates the addition of
1.OpenCL concept
OpenCL is a framework for writing programs for heterogeneous platforms, which can be composed of cpui, GPU, or other types of processors. OpenCL consists of a language for writing kernels (functions that run on OpenCL devices) (based on C99) and a set of APIs for defining and controlling the platform.
Cl_mem Clcreatebuffer (cl_context context, cl_mem_flags flags, size_t size, void *host_ptr, cl_int *errcode_ret) This function is used to create The Cache object. Context is the OPENCL context used to create the cached object. Flags is a bit field that indicates how and how the allocated cache objects are used. If the value of flags is zero, the default value of Cl_mem_read_write is used.
Cl_mem_flags
Cl_mem_read_write
Xilinx, Inc. (NASDAQ:XLNX), the world leader in Programmable technology and devices, announced today the launch of OpenCL, C and c+ at the 2014 International Super Computing 2014 + SDACCELTM development environment, increase unit power performance by up to 25 times times, thereby using FPGA to achieve Data Center application acceleration. SDAccel is the newest member of the Xilinx SDX series, combining the industry's first architecture-optimized compi
Multi-GPU development of OPENCL (by the way OpenGL multi-GPU development)
Label (Space delimited): accelerates OpenCL
Reprint description Source: http://blog.csdn.net/hust_sheng/article/details/75912004 Demand
GPU is used in some accelerated optimization projects, and sometimes we use multiple GPUs in order to pursue speed. In terms of OpenCL, how to fully utili
respectively. Here, we will introduce
Opencl Built-in functions to replace the code.
Opencl Built-in functions are generally directly supported by the GPU instruction set. Therefore, a call can basically be completed with only one instruction. So we are writing
Opencl Use built-in functions whenever possible. Of course, some built-in mathematical functions sa
The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion;
products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the
content of the page makes you feel confusing, please write us an email, we will handle the problem
within 5 days after receiving your email.
If you find any instances of plagiarism from the community, please send an email to:
info-contact@alibabacloud.com
and provide relevant evidence. A staff member will contact you within 5 working days.