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GitHub - strin/caffe-opencl: Deep learning with Caffe on …

https://github.com/strin/caffe-opencl

This is a fork of caffe that is able to run on Android with OpenCL. So it can utilize multiple devices on phone such as CPU, GPUs, etc. Original ReadME Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by the Berkeley Vision and Learning Center ( BVLC) and com… See more


GitHub - GPUs/caffe-opencl: Deep learning with Caffe on …

https://github.com/GPUs/caffe-opencl

Deep learning with Caffe on phones, with OpenCL support for CPU and GPU devices. - GitHub - GPUs/caffe-opencl: Deep learning with Caffe on phones, with OpenCL support for CPU and …


GitHub - easonAmazing/caffe-opencl: Deep learning with …

https://github.com/easonAmazing/caffe-opencl

Deep learning with Caffe on phones, with OpenCL support for CPU and GPU devices. - GitHub - easonAmazing/caffe-opencl: Deep learning with Caffe on phones, with OpenCL ...


FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning …

https://deepai.org/publication/fecaffe-fpga-enabled-caffe-with-opencl-for-deep-learning-training-and-inference-on-intel-stratix-10

Currently, there are many popular frameworks in the market for deep learning development, such as Caffe, TensorFlow, Pytorch, and most of frameworks natively support …


Caffe | Deep Learning Framework

https://caffe.berkeleyvision.org/

Caffe. Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research and by community contributors. Yangqing Jia created the …


GitHub - amd/OpenCL-caffe: This is a Experimental …

https://github.com/amd/OpenCL-caffe

OpenCL Caffe Experimental branch by AMD Reserach- No new development is happing on it. This is an OpenCL implementation of Caffe, a mainstream DNN framework ( …


FeCaffe: FPGA-enabled Caffe with OpenCL for Deep …

https://dl.acm.org/doi/10.1145/3373087.3375389

However, FPGAs still cannot provide a comprehensive support by these frameworks for deep learning development, especially for the training phase. In this paper, we firstly propose the …


FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning …

https://hgpu.org/?p=19204

FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10. Deep learning and Convolutional Neural Network (CNN) have …


Deep Learning on OpenCL - AMD Community

https://community.amd.com/t5/archives-discussions/deep-learning-on-opencl/td-p/310010

Deep Learning on OpenCL Hello, recently I see that NVIDIA has explicit support for Deep Learning frameworks, maybe all the major frameworks (Caffe, Theano,Thorch ... etc) …


sdk - OpenCL / AMD: Deep Learning - Stack Overflow

https://stackoverflow.com/questions/30622805/opencl-amd-deep-learning

PlaidML (https://github.com/plaidml/plaidml) is a fully open source deep learning runtime that runs on top of OpenCL and integrates with Keras to provide a familiar user-facing …


How reliable is the OpenCL implementation of Caffe? - Quora

https://www.quora.com/How-reliable-is-the-OpenCL-implementation-of-Caffe

Answer (1 of 2): OpenCL Caffe branch maintainer here (BVLC/caffe). The OpenCL Caffe branch is just as reliable as the CUDA branch, however there are two factors that need to be considered: …


HG-Caffe: Mobile and Embedded Neural Network GPU (OpenCL

https://deepai.org/publication/hg-caffe-mobile-and-embedded-neural-network-gpu-opencl-inference-engine-with-fp16-supporting

We implemented our deep neural network inference engine based on BVLC Caffe [ 12], a famous deep learning framework with great expression, speed, and modularity. Like …


OpenCL caffe: Accelerating and enabling a cross platform

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

Deep learning brings challenges to system design –Deep Learning: DNN model + Big Data • Complex model: millions to billions of parameters • Big Data input: OCR: 100M, Speech: 10B, …


Ultimate beginner's guide to Caffe for Deep Learning - RECODE

https://recodeminds.com/blog/a-beginners-guide-to-caffe-for-deep-learning/

Caffe is an open-source deep learning framework developed for Machine Learning. It is written in C++ and Caffe’s interface is coded in Python. It has been developed by the …


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 …


OpenCL: How does one assign a cl::Buffer from Caffe blob / GPU …

https://stackoverflow.com/questions/48373098/opencl-how-does-one-assign-a-clbuffer-from-caffe-blob-gpu-float

Caffe is a deep learning library, that also has support for OpenCL. It allows one to access the GPU data pointer directly, and pass int into a CUDA Kernel as follows, if compiled …


Comprehensive Approach to Caffe Deep Learning - EDUCBA

https://www.educba.com/caffe-deep-learning/

Caffe, a popular and open-source deep learning framework was developed by Berkley AI Research. It is highly expressible, modular and fast. It has rich open-source documentation …


The Caffe Deep Learning Framework: An Interview with the Core ...

https://www.edge-ai-vision.com/2016/01/the-caffe-deep-learning-framework-an-interview-with-the-core-developers/

For the first time, the development community has a public, do-it-yourself deep learning model. December 2013: Caffe v0, a C++/CUDA-based framework for deep learning …


clCaffe: OpenCL Accelerated Caffe for Convolutional Neural …

https://ieeexplore.ieee.org/document/7529850/

Recent advances in deep convolutional neural networks enable researchers and developers to apply machine learning to a much broader number of applications. With the …


OpenCL版Caffe：高速跨平台机器学习框架 - 简书

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

相对于最佳性能下的机器学习cuDNN库，OpenCL Caffe仍然存在2倍的性能差距，因为它缺乏最佳性能。作者认为，综合大约市价560美元的AMD R9 Fury和大约市价1000美元的NVIDIA TitanX …


BVLC/caffe: Caffe: a fast open framework for deep learning. - GitHub

https://github.com/BVLC/caffe

caffe.cloc README.md Caffe Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research ( BAIR )/The …


Comparison of deep learning software - Wikipedia

https://en.wikipedia.org/wiki/Comparison_of_deep_learning_software

OpenCL support CUDA support ROCm support Automatic differentiation Has pretrained models Recurrent nets Convolutional nets RBM/DBNs Parallel execution (multi node) Actively …


FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning …

https://paperswithcode.com/paper/fecaffe-fpga-enabled-caffe-with-opencl-for

FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10 ... Currently, there are many popular frameworks in the market for …


deep learning - Can I use cuDNN with OpenCL - Stack Overflow

https://stackoverflow.com/questions/44159813/can-i-use-cudnn-with-opencl

2. The short answer is that if your graphics card is AMD then you'll have to use OpenCL, not cuDNN. You cannot make them work together. cuDNN and OpenCL are …


Caffe: a fast open framework for deep learning - Python Awesome

https://pythonawesome.com/caffe-a-fast-open-framework-for-deep-learning/

Caffe: a fast open framework for deep learning Sep 01, 2021 1 min read Caffe Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is …


OpenCL caffe: Accelerating and enabling a cross platform …

https://www.researchgate.net/publication/301833422_OpenCL_caffe_Accelerating_and_enabling_a_cross_platform_machine_learning_framework

OpenCL caffe [7] transformed the CUDA-based caffe deep learning framework into OpenCL-based framework. They described OpenCL porting strategies that guaranteed …


Caffe | Installation - Berkeley Vision

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

We install and run Caffe on Ubuntu 16.04–12.04, OS X 10.11–10.8, and through Docker and AWS. The official Makefile and Makefile.config build are complemented by a community CMake …


clCaffe: OpenCL Accelerated Caffe for Convolutional Neural …

https://www.computer.org/csdl/proceedings-article/ipdpsw/2016/3682a050/12OmNBI6acV

Recent advances in deep convolutional neural networks enable researchers and developers to apply machine learning to a much broader number of applications. With the proliferation of …


How to Install Caffe (Deep Learning Framework)?

https://forums.freebsd.org/threads/how-to-install-caffe-deep-learning-framework.86556/

FreshPorts -- graphics/caffe: Fast open framework for deep learning Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed …


deep learning - Can you accelerate torch DL training on anything …

https://stackoverflow.com/questions/64523498/can-you-accelerate-torch-dl-training-on-anything-other-than-cuda-like-hip-or

Caffe's issues: Caffe seems have not being actively developed any more and somewhat outdated by todays standard; Performance of Caffe OpenCL implementation is …


FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning …

https://www.researchgate.net/publication/337413166_FeCaffe_FPGA-enabled_Caffe_with_OpenCL_for_Deep_Learning_Training_and_Inference_on_Intel_Stratix_10

Download Citation | FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10 | Deep learning and Convolutional Neural Network …


clCaffe: OpenCL Accelerated Caffe for Convolutional

https://www.researchgate.net/publication/305871377_clCaffe_OpenCL_Accelerated_Caffe_for_Convolutional_Neural_Networks

Bottleson et al. [3] presented OpenCL acceleration of a well-known deep learning framework, Caffe, while focusing on the convolution layer which has been optimized with three …


caffe | Caffe : a fast open framework for deep learning | Machine ...

https://kandi.openweaver.com/c++/BVLC/caffe

Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research (BAIR)/The Berkeley Vision and Learning Center (BVLC) and …


The Top 466 Deep Learning Caffe Open Source Projects

https://awesomeopensource.com/projects/caffe/deep-learning

Mmdnn ⭐ 5,623. MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, …


Deep learning with OpenCV on Raspberry Pi 4 - Q-engineering

https://qengineering.eu/deep-learning-with-opencv-on-raspberry-pi-4.html

Deep learning Google Edge TPU FPGA aka BNN Computer vision Caffe, OpenCV, Ubuntu DL algorithms Overclocking to 2 GHz Protect your SD card Qt5 + OpenCV Vulkan + PiKiss …


Research on OpenCL optimization for FPGA deep learning …

https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0222984

However, because of the limited research on OpenCL optimization on FPGA of deep learning algorithms, OpenCL tools and models applied to CPU/GPU cannot be directly …


Deep Learning with OpenCV - PyImageSearch

https://pyimagesearch.com/2017/08/21/deep-learning-with-opencv/

Two weeks ago OpenCV 3.3 was officially released, bringing with it a highly improved deep learning ( dnn ) module. This module now supports a number of deep learning …


caffe | The FreeBSD Forums

https://forums.freebsd.org/tags/caffe/

Hello, I was able to get OpenPose working on FreeBSD 13.1 Their github has 25K stars: https://github.com/CMU-Perceptual-Computing-Lab/openpose It's a real cool ...


Caffe: a fast open framework for deep learning. - Python Repo

https://pythonrepo.com/repo/BVLC-caffe-python-deep-learning

Caffe. Caffe is a deep learning framework made with expression, speed, and modularity in mind. It is developed by Berkeley AI Research /The Berkeley Vision and Learning …


[PDF] FeCaffe: FPGA-enabled Caffe with OpenCL for Deep …

https://researchain.net/archives/pdf/Fecaffe-Fpga-Enabled-Caffe-With-Opencl-For-Deep-Learning-Training-And-Inference-On-Intel-Stratix-10-2147222

Currently, there are many popular frameworks in the market for deep learning development, such as Caffe, TensorFlow, Pytorch, and most of frameworks natively support CPU and consider …


Re: Deep Learning on OpenCL - AMD Community

https://community.amd.com/t5/archives-discussions/deep-learning-on-opencl/m-p/310011

Yes, I don't think AMD is as strong with this and NVidia has been adding in more functionality to the hardware to do DNN operations faster. Sadly I don't


OpenCV: Load Caffe framework models

https://docs.opencv.org/3.4/d5/de7/tutorial_dnn_googlenet.html

net.setPreferableTarget (targetId); You can skip an argument framework if one of the files model or config has an extension .caffemodel or .prototxt. This way function …


CPU Performance Comparison of OpenCV and other Deep …

https://learnopencv.com/cpu-performance-comparison-of-opencv-and-other-deep-learning-frameworks/

The first application we compared is Image Classification on Caffe 1.0.0 , Keras 2.2.4 with Tensorflow 1.12.0, PyTorch 1.0.0 with torchvision 0.2.1 and OpenCV 3.4.3. We used …


deep learning | The FreeBSD Forums

https://forums.freebsd.org/tags/deep-learning/

Community platform by XenForo ® © 2010-2022 XenForo Ltd. The mark FreeBSD is a registered trademark of The FreeBSD Foundation and is used by The FreeBSD Project ...


HG-Caffe: Mobile and Embedded Neural Network GPU (OpenCL) …

https://www.researchgate.net/publication/330185850_HG-Caffe_Mobile_and_Embedded_Neural_Network_GPU_OpenCL_Inference_Engine_with_FP16_Supporting

Download Citation | HG-Caffe: Mobile and Embedded Neural Network GPU (OpenCL) Inference Engine with FP16 Supporting | Breakthroughs in the fields of deep learning …


Caffe | Caffe Tutorial - Berkeley Vision

http://caffe.berkeleyvision.org/tutorial/

Caffe is a deep learning framework and this tutorial explains its philosophy, architecture, and usage. This is a practical guide and framework introduction, so the full frontier, context, and …


The Top 21 Deep Learning Opencv Caffe Open Source Projects

https://awesomeopensource.com/projects/caffe/deep-learning/opencv

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining …


Caffe | hgpu.org

https://hgpu.org/?tag=caffe

FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10. Ke He, Bo Liu, Yu Zhang, Andrew Ling, Dian Gu. View Download …


Deep Learning & CUDA Benchmarks On The GeForce GTX 1080 …

https://www.phoronix.com/review/gtx-1080-cuda

CUDA 8.0 RC1 was also used for the other CUDA compute benchmarks in this article in conjunction with the NVIDIA 367.18 beta Linux graphics driver. The other CUDA tests …

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