nvidia opencl

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Opencl-sobel detection and opencl-sobel

Opencl-sobel detection and opencl-sobel Comparison of the time of the C version, neon, and GPU detected by sobel. Platform: LG G3, Adreno 330, img size 3264x2448 Sobel: C code Neon GPU 73 13 42 + 3.7 + 6.6 Unit: ms GPU time = memorytime + Queued time + Run time Sobel org Sobel vector Sobel vector + mem_fence Que

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 Vector Addition

provider has a different platform, which should be given before use. HereClgetplatformids () assigns cpplatform to a platform available to the system. For example, if the system includes amd cpu and nvidia gpu and both platforms have an appropriate opencl driver installed, the platform is available here. (Note: to use different platform drivers, you must install the relevant drivers. In this example, I ins

Opencl learning experience

translation errors that made it difficult to understand. I wanted to help with the change, but I don't know how to invest .. Later, for further study, I applied for an account in the NVIDIA developer zone this morning. It seems that this account can only be successfully logged on to the home page of the United States, it took a lot of effort to find the SDK, that is, the GPU computing SDK, the notebook can only download 1.0

GPGPU OpenCL Programming steps and simple examples

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.

ubuntu14.04 AMD Graphics OpenCL Caffe Installation

(!strcmp (Pbuff, "Advanced Micro Devices, Inc.")) If you find a platform, jump printf ("%s\n", Pbuff); if (!strcmp (Pbuff, "NVIDIA Corporation")) if (!strcmp (Pbuff, "inter { Break } } Delete platforms; } Cl_context_properties Cps[3]={cl_context_platform, (cl_context_properties) platform,0};//Specify the platform to use cl_context_properties* cprops= (null==platform)? Null:cps; An OPENCL context is creat

Multi-GPU development of OPENCL (by the way OpenGL multi-GPU development)

operation has not been successful feeling, so this step is also used for a short time, using the signal volume synchronization. Whether the OPEMCL itself can implement multi-GPU calls. You can see the following example, the logic is very simple, but from the code is unscientific, the code logic and a single GPU no difference, the above shared buffer problem how to deal with. Leave a question ... Follow the code below to discover that there is no speed boost ... It's embarrassing.

AMD opencl university course (12) Performance Optimization case nbody

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 funct

AMD opencl university course (2)

1. opencl Architecture Opencl can implement parallel computing on hybrid devices, including CPU, GPU, and Other Processors, such as cell processors and DSPs. With opencl programming, you can achieve portable parallel acceleration code. [However, due to the different hardware performance of each opencl device, specific

Kali-linux Installing and configuring NVIDIA graphics drivers

some big data files, it is necessary to install Cuda (Compute Unified Device Architecture). Cuda is a general-purpose parallel computing architecture introduced by Nvidia that enables GPUs to solve complex computational problems.Installs the NVIDIA Cuda toolset and Nvidia OpenCL. The execution commands are as follows:

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

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

Ati hd graphics and opencl

This article mainly summarizes some officially mentioned terms in amd HD graphics (the architecture after r700) and some links with the terms in opencl. This article mainly explains the hardware architecture and execution model. The content is excerpted from amd_accelerated_parallel_processing_opencl_programming_guide.pdf. The GPU computing device is composed of compute units (see Figure 1.1 ). Different GPU computing devices have different features (

Ten reasons why Android shocould support opencl

Ten reasons why Android shocould support opencl> Wednesday, 1_l 3, 2013 In an earlier post, I explained why a Google Engineer's grievance with opencl was mistaken. Now here are ten reasons why Google shoshould make opencl the high-performance language of choice on Android:10. GPU vendors are the driving force behind opencl

OpenCL: in-depth API

Cl_mem Clenqueuecopybuffer These functions are implemented as kernal in the command queue of the device, but they all come with a parameter blocking_read, which specifies whether the function returns after the end of execution. 3.Program 3.1.compile Build Link There are two ways to create a program from text Direct Build:clbuildprogram first Complie good, according to the situation dynamic link, that is, the above process is divided into two paces Clcompileprogram Cllinkprogram But 1.2 of the

Android Phone GPU OpenCL Summary

A short time ago, the market on the phone GPU OpenCL support to make a summary. Summarized as follows:At present, the mobile phone GPU market has four companies products: Qualcomm, Imagination Technologies,arm, Vivante, respectively, the corresponding products are as follows: (all forms are listed according to the time of product listing)Table 1 Qualcomm GPU Product model OpenCL Support

Nvidia DIGITS Learning Notes (nvidia DIGITS-2.0 + Ubuntu 14.04 + CUDA 7.0 + CuDNN 7.0 + Caffe 0.13.0)

Nvidia DIGITS Learning Notes (nvidia DIGITS-2.0 + Ubuntu 14.04 + CUDA 7.0 + CuDNN 7.0 + Caffe 0.13.0)Enjoyyl 2015-09-02 machine learning original linkNVIDIA DIGITS-2.0 + Ubuntu 14.04 + CUDA 7.0 + CuDNN 7.0 + Caffe 0.13.0 Environment configuration Introduction Digits Introduction Digits characteristics Resource information Description Digits installation

OPENCL multi-card programming __ Programming

Prior to the NVIDIA Cuda multi-card, under Linux with Pthread control, but OpenCL to do the initialization too much, although similar, but still encountered some problems. There is a multi-card sample program under ATI OpenCL driver, but I'm still used to following my own ideas. First build a structure device, including context, Commandqueue, program, kernel and

[Csdn] 13 typical cases of opencl in the computer field

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

Summary how to install the Nvidia Driver (Nvidia-Linux-x86-270.41.06.run) in Ubuntu10.04

1. go to the official download of the latest version of nVidia driver, the latest version is Nvidia-Linux-x86-270.41.06.run2. delete the previously installed nVidia Driver (skip this step without security) sudoapt-get -- purgeremovenvidia-* 3. this is found in the Nvidia official instructions, establish and modify the

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