Deep Learning Matlab Code

Hello,

I have a problem about quantized deep learning network in function. I want to get a MATLAB function of this network after quantize this network. I know we got a function with genfunction in MATLAB. However, this is used for small networks. I want similar thing in bigger network.

Is it possible?

Thanks,

Answer 1

[Shraddha Jain]

Hi Burak,

The genFunction that you have referred here is specifically for generating a stand-alone MATLAB function for shallow neural networks. Shallow neural network generally consists of two or three layers whereas Deep neural networks may have many layers, even hundreds. In order to perform code generation faster for shallow neural networks, there exists this seperate function. For all other types of neural network, one may refer to Deep Learning Code Generation.

In the case of code generation for Quantized Deep Learning Network as metioned here, kindly refer to the following link, https://www.mathworks.com/help/gpucoder/ug/code-generation-for-quantized-deep-learning-networks.html

Hope this help!

[Burak Can Toker]

I checked this tool, but I wanted a MATLAB code of network, not CUDA or something else. Is this possible

[Shraddha Jain]

A function similar to genFunction for Deep Neural Networks is not supported as of now, it might be considered in a future release.