Convolution - yszheda/wiki GitHub Wiki
convolution types
-
A Comprehensive Introduction to Different Types of Convolutions in Deep Learning
-
Talented Mr. 1X1: Comprehensive look at 1X1 Convolution in Deep Learning
-
An Illustrated Explanation of Performing 2D Convolutions Using Matrix Multiplications
-
An Introduction to different Types of Convolutions in Deep Learning
depthwise convolution
atrous convolution
Winograd
-
https://www.encyclopediaofmath.org/index.php/Winograd_small_convolution_algorithm
-
Going beyond full utilization: The inside scoop on Nervana's Winograd kernels
FFT
Implementation
RenderScript
- https://developer.android.com/reference/android/renderscript/ScriptIntrinsicConvolve3x3.html
- https://developer.android.com/reference/android/renderscript/ScriptIntrinsicConvolve5x5.html
- https://github.com/mtmd/Mobile_ConvNet
OpenCL
MXNet
Snapdragon Neural Processing Engine
- https://developer.qualcomm.com/software/snapdragon-neural-processing-engine-ai
- 安装使用Qualcomm® Snapdragon™ Neural Processing Engine (NPE) SDK