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caffe-opencl/Cuda.cmake at master · strin/caffe-opencl

https://github.com/strin/caffe-opencl/blob/master/cmake/Cuda.cmake

Deep learning with Caffe on phones, with OpenCL support for CPU and GPU devices. - caffe-opencl/Cuda.cmake at master · strin/caffe-opencl


Caffe openCL macOS Sierra AMD. No Nvidia/CUDA in the …

https://medium.com/@acarabott/caffe-opencl-macos-sierra-amd-2e979518503

No Nvidia/CUDA in the new macs, trying my luck with the openCL branch of Caffe


abhiTronix/caffe-opencl-windows-amd - GitHub

https://github.com/abhiTronix/caffe-opencl-windows-amd

OpenCL Caffe e.g. for AMD or Intel devices. Windows Caffe Community Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research ( BAIR )/The …


CUDA vs OpenCL: Which One For GPU Programming?

https://www.incredibuild.com/blog/cuda-vs-opencl-which-to-use-for-gpu-programming


CUDA vs OpenCL: Which One to Use in Your Project? - Run

https://www.run.ai/guides/nvidia-cuda-basics-and-best-practices/cuda-vs-opencl

OpenCL is the primary language used to run graphics processing on AMD GPUs. Intel offers GPUs integrated into its CPUs. OpenCL can run on these GPUs, but while sufficient for laptops, it …


OpenCL | NVIDIA Developer

https://developer.nvidia.com/opencl

OpenCL™ (Open Computing Language) is a low-level API for heterogeneous computing that runs on CUDA-powered GPUs. Using the OpenCL API, developers can launch compute kernels …


How to make the openpose use caffe without cuda …

https://stackoverflow.com/questions/44226462/how-to-make-the-openpose-use-caffe-without-cuda-supported

Running caffe with non-NVIDIA card requires opencl branch. Integrating that branch with the caffe branch used by OpenPose might be tricky (and might be straight forward …


OpenCL caffe: Accelerating and enabling a cross …

https://www.iwocl.org/wp-content/uploads/iwocl-2016-opencl-caffe.pdf

OpenCL caffe is 6x slower than cuda caffe OpenCL caffe performance optimizations •Avoid OpenCL online compilation overheads –Precompile and save the kernels –Works if hardware …


OpenCL版Caffe：高速跨平台机器学习框架 - 简书

https://www.jianshu.com/p/93f2c17b60aa

Caffe的CUDA层负责优化硬件资源分配和使用，例如CPU和GPU间任务调度、内存管理和任务传输。由于 CUDA和OpenCL在设备抽象、缓存管理、同步处理和数据传输的实现上的差异，将底 …


How to enable cuda and opencl for xmrig? : r/NiceHash

https://www.reddit.com/r/NiceHash/comments/kxff10/how_to_enable_cuda_and_opencl_for_xmrig/

0. r/NiceHash. Join. • 10 hr. ago. NiceHash Miner version 3.1.0.2 comes with support for VerusHash, a mining Scheduler, Extra Commands that enable per-algorithm overclocking and other improvements! Update now 👇.


CUDA vs OpenCL | Difference between CUDA and OpenCL - RF …

https://www.rfwireless-world.com/Terminology/CUDA-vs-OpenCL.html

OpenCL • It is developed by Khronos Group and written in C/C++. • It is a framework to write programs which execute across heterogeneous platforms. It consists of CPUs, GPUs, …


OpenCL vs CUDA Comparisons | ArrayFire

https://arrayfire.com/blog/opencl_vs_cuda_webinar_recap/

Both CUDA and OpenCL are fast, and on GPU devices they are much faster than the CPU for data-parallel codes, with 10X speedups commonly seen on data-parallel problems. …


Why is OpenCL better than CUDA ? : r/OpenCL - reddit

https://www.reddit.com/r/OpenCL/comments/3rqbkc/why_is_opencl_better_than_cuda/

The main reasons why OpenCL is better than CUDA in my strictly personal (and professional) opinion: heterogeneity; there's an important thing to be said about this: heterogeneity is not just …


CUDA and OpenCL | InfoWorld

https://www.infoworld.com/article/2641734/cuda-and-opencl.html

Native CUDA is C, and OpenCL is a low-level API. Both compile down to PTX (Parallel Thread eXecution), which is the intermediate assembly language for the CUDA …


OpenCL caffe | Proceedings of the 4th International Workshop on …

https://dl.acm.org/doi/10.1145/2909437.2909443

This paper presents OpenCL™ caffe, which targets in transforming the popular CUDA based framework caffe [1] into open standard OpenCL backend. The goal is to enable a …


Caffe | Installation - Berkeley Vision

http://caffe.berkeleyvision.org/installation.html

CUDA and BLAS Caffe requires the CUDA nvcc compiler to compile its GPU code and CUDA driver for GPU operation. To install CUDA, go to the NVIDIA CUDA website and follow installation …


Significant speedup of OpenCL vs CUDA - NVIDIA Developer Forums

https://forums.developer.nvidia.com/t/significant-speedup-of-opencl-vs-cuda/202516

(1) The CUDA and OpenCL version do not actually perform the same calculations. There may be redundant computation performed in the CUDA code or the computed results do …


OpenCL Programming for the CUDA Architecture - Nvidia

https://www.nvidia.com/content/cudazone/download/OpenCL/NVIDIA_OpenCL_ProgrammingOverview.pdf

Section 3.2 of OpenCL specification) to follow different execution paths. To get maximum benefit from OpenCL, each of the most time-consuming parts of an application should therefore be …


How much speedup can you get with CUDA or OpenCL? | ArrayFire

https://arrayfire.com/blog/how-much-speedup-can-you-get-with-cuda-or-opencl/

Note, we’ll use the term accelerator to include GPUs, Xeon Phi coprocessor, APUs, FPGAs, and any other CUDA or OpenCL device. The principles we discuss below are equally …


Simulating CUDA/OpenCL on CPU, with Auto-vectorization and …

https://www.codeproject.com/Articles/5329995/Simulating-CUDA-OpenCL-on-CPU-with-auto-vectorizat

Introduction. VectorizedKernel.h header-only tool aims to help quick prototyping for basic GPGPU problems, by using only CPU that does not require anything else than a C++ …


OpenCL vs CUDA Misconceptions - StreamHPC

https://streamhpc.com/blog/2011-06-22/opencl-vs-cuda-misconceptions/

Both CUDA and OpenCL are still very primitive, with CUDA only slightly better than OpenCL in supporting kernel and host code in one source file, some C++ features, and the …


Help converting OpenCL to CUDA - NVIDIA Developer Forums

https://forums.developer.nvidia.com/t/help-converting-opencl-to-cuda/31572

Help converting OpenCL to CUDA. Accelerated Computing CUDA CUDA Programming and Performance. pseudopsyche November 29, 2013, 9:52am #1. The following …


Blackmagic Forum • View topic - Open CL vs CUDA performance

https://forum.blackmagicdesign.com/viewtopic.php?f=21&t=95440

OpenCL is deprecated and Nvidia driver support is lackluster. So, it's always better to go AMD & Metal on that platform. You'd probably get better performance with the 1070 Ti if …


AnIntroductionto#GPUs, CUDA#and#OpenCL# - University of …

http://parlab.eecs.berkeley.edu/sites/all/parlab/files/CatanzaroIntroToCUDAOpenCL_0.pdf

3/54& Throughput= Optimized#GPU LatencyOptimized CPU HeterogeneousParallelComputing Scalable&Parallel& Processing& Fast&Serial& Processing&


OpenCL Programming for the CUDA Architecture - Nvidia

https://developer.download.nvidia.com/compute/DevZone/docs/html/OpenCL/doc/OpenCL_Programming_Overview.pdf

2 OpenCL Programming for the CUDA Architecture In general, there are multiple ways of implementing a given algorithm in OpenCL and these multiple implementations can have vastly …


OpenCL Future Support - Google Groups

https://groups.google.com/g/caffe-users/c/w9-4ArrI0lM

P.S.: Sorry if you think it isn't appropriate, but current situation with Caffe/OpenCL is one of the reasons I started the project after contributing several fixed to Caffe. Artyom …


Difference between CUDA and OpenCL 2010 - StreamHPC

https://streamhpc.com/blog/2010-04-22/difference-between-cuda-and-opencl/

On NVidia hardware, OpenCL is up to 10% slower (see Matt Harvey’s presentation); this is mainly because OpenCL is implemented on top of CUDA-architecture (this shouldn’t be a …


Simple CUDA and OpenCL code · GitHub - Gist

https://gist.github.com/yohanesgultom/b7e32f7649ac39e00ad65bcb83dfd72e

CUDA & OpenCL Intro This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an …


13.04 - How to install OpenCl and CUDA - Ask Ubuntu

https://askubuntu.com/questions/503391/how-to-install-opencl-and-cuda

How to install OpenCl and CUDA. I would like to use OpenCL/ CUDA in my own C programs. I can use : old Ubuntu = 13.04/ 64 bit ( because there is no CUDA Toolkit for latest …


Caffe and CUDA: What does the dependency Mean? - Google Groups

https://groups.google.com/g/caffe-users/c/CfIV8ZRDN9Q

All groups and messages ... ...


Install Caffe on Ubuntu 20.04 with OpenCV 4.4 - Q-engineering

https://www.qengineering.eu/install-caffe-on-ubuntu-20.04-with-opencv-4.4.html

This article helps you install OpenCV 4.4.0 and Caffe on Ubuntu 20.04 for Python 3. As the support of Python 2 ended, many software packages aren't updated for Python 3 yet. And a …


Deep Learning from Scratch to GPU - 6 - CUDA and OpenCL

https://dragan.rocks/articles/19/Deep-Learning-in-Clojure-From-Scratch-to-GPU-6-CUDA-and-OpenCL

In case you have an AMD or Intel GPU, you won't be able to work with CUDA platform. Don't worry, Neanderthal supports OpenCL, which is an open platform equivalent to …


Performance Analysis of OpenCL and CUDA Programming Models …

https://www.intechopen.com/chapters/78265

In this work a fixed OpenCL code was performed firstly on several architectures as CPU and GPU, secondly a parallel GPU-implementation was proposed with CUDA and OpenCL …


CUDA - OpenCV

https://opencv.org/platforms/cuda/

OpenCV GPU module is written using CUDA, therefore it benefits from the CUDA ecosystem. There is a large community, conferences, publications, many tools and libraries developed …


Cuda or OpenCL? - Berkeley Open Infrastructure for Network …

https://boinc.berkeley.edu/forum_thread.php?id=13294

It depends on the project. Some write their applications in CUDA, some write them in Open CL, some write them in both (different applications, obviously). BOINC handles both, so …


CUDA and OpenCL - Ethereum Stack Exchange

https://ethereum.stackexchange.com/questions/22791/what-are-cuda-and-opencl-how-and-why-are-they-used-for-pow-mining

Cuda and OpenCL are used to program highly parallel processors. Cuda was creted by Nvidia for its GPUs. OpenCL was proposed by Apple but is backed by major industry players …


Possible to use CUDA and OpenCL side-by-side? - hashcat

https://hashcat.net/forum/thread-8649.html

Problem is that NVIDA does not provide aarch64 drivers for their GTX cards (or any GPUs I guess) which leaves me with the only option of using a RADEON. RADEON, of course, …


(PDF) Programming CUDA and OpenCL: A Case Study Using

https://www.researchgate.net/publication/234005123_Programming_CUDA_and_OpenCL_A_Case_Study_Using_Modern_C_Libraries

Odeint is designed in a very flexible way and may be easily adapted for effective use of libraries such as Thrust, MTL4, VexCL, or ViennaCL, using CUDA or OpenCL technologies.


Cuda and OpenCL API comparison - Aalto

https://wiki.aalto.fi/download/attachments/40025977/Cuda+and+OpenCL+API+comparison_presented.pdf

Basics compared CUDA OpenCL What it is HW architecture, ISA, programming language, API, SDK and tools Open API and language specificaon Proprietary or open technology Proprietary …


Shock result: OpenCL vs CUDA vs CPU - Adobe Support …

https://community.adobe.com/t5/premiere-pro-discussions/shock-result-opencl-vs-cuda-vs-cpu/td-p/7354875

Shock result: OpenCL vs CUDA vs CPU. westley. Explorer , Jul 08, 2015. I did a rather unscientific test today on my Macbook Pro with CC2015 and got quite a surprising …


Coffe Love, Phetchaburi - Restaurant Reviews & Photos - Tripadvisor

https://www.tripadvisor.com.sg/Restaurant_Review-g297932-d4067524-Reviews-Coffe_Love-Phetchaburi_Phetchaburi_Province.html

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13-Way NVIDIA GeForce + CUDA 8.0 + cuDNN Caffe Benchmarks

https://www.phoronix.com/review/13-caffe-cuda8

With the Caffe test profile via the Phoronix Test Suite and OpenBenchmarking.org I ran the GPU AlexNet and Googlenet tests built against CUDA 8.0 and cuDNN. For adding more …


Which one do you prefer: CUDA or OpenCL? | ResearchGate

https://www.researchgate.net/post/Which-one-do-you-prefer-CUDA-or-OpenCL

However, since both CUDA and OpenCL implementations for nVidia cards are done by the same vendor (nVidia) it is likely that it will always be like that. OpenCL defines an standard that …


NVIDIA OpenCL SDK - Linear Algebra

https://developer.download.nvidia.com/compute/cuda/3_0/sdk/website/OpenCL/website/Linear_Algebra.html

Implemented in OpenCL for CUDA GPU's, with functional comparison against a simple C++ host CPU implementation. or later. Download - Windows (x86) Download - Windows (x64) Download …


Lovely cafe - Review of Pagoda Caffe, Phetchaburi, Thailand

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