how do i convert this code to HDL using hdl coder?

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Ahmad Abulfathi
Ahmad Abulfathi 2022-12-29
回答： Kiran Kintali 2022-12-29
clc
clear all
warning off
imds = imageDatastore('E:\BACK UP\matlab','Includesubfolders',true,'Labelsource','foldernames')
[traindata,testdata] = splitEachLabel(imds, 0.7);
layers = [imageInputLayer([25, 25,3]);
convolution2dLayer(5,20)
reluLayer
maxPooling2dLayer(2,'Stride',2)
fullyConnectedLayer(2)
softmaxLayer
classificationLayer()];
options = trainingOptions('sgdm',...
'LearnRateSchedule', 'piecewise', ...
'LearnRateDropFactor', 0.2, ...
'LearnRateDropPeriod', 5, ...
'MaxEpoch',110,...
'MiniBatchSize', 100,...
'InitialLearnRate',0.0001,...
'Plots','training-progress');
[net,info] =trainNetwork(traindata,layers,options);
save net net;
hdlcfg.GenerateHDLTestBench = true;

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回答（1 个）

Kiran Kintali
Kiran Kintali 2022-12-29
You can follow these examples in Deep Learning HDL Toolbox.
https://www.mathworks.com/help/deep-learning-hdl/examples.html

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