BinaryNet-master
所属分类：数据挖掘/数据仓库
开发工具：Python
文件大小：19KB
下载次数：8
上传日期：2017-07-21 08:36:35
上 传 者：
dddddf
说明： 二值化程序代码，对数据进行很好地优化，实用于图像处理，图像去噪
(Two value of the program code, the data is well optimized)
文件列表:
LICENSE.txt (1535, 2016-04-02)
Run-time\benchmark-cublas.cu (3407, 2016-04-02)
Run-time\binary_kernels.cu (6187, 2016-04-02)
Run-time\binary_kernels.py (4029, 2016-04-02)
Run-time\binary_ops.py (8403, 2016-04-02)
Run-time\mnist.py (3496, 2016-04-02)
Train-time\binary_net.py (10958, 2016-04-02)
Train-time\cifar10.py (10789, 2016-04-02)
Train-time\mnist.py (6941, 2016-04-02)
Train-time\svhn.py (10854, 2016-04-02)
Run-time (0, 2016-04-02)
Train-time (0, 2016-04-02)
# BinaryNet
This repository enables the reproduction of the experiments described in the article:
[BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.](http://arxiv.org/abs/1602.02830)
It is divided in two subrepositories:
* Train-time enables the reproduction of the benchmark results reported in the article
* Run-time demonstrates the XNOR and baseline GPU kernels described in the article
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