Trainnetwork to Trainnet conversion
Hi there,
I was using Trainnetwork(https://www.mathworks.com/help/deeplearning/ref/trainnetwork.html#mw_408bdd15-2d34-4c0d-ad91-bc83942f7493) function for my study. However, in 2024b trainnet function(https://www.mathworks.com/help/deeplearning/ref/trainnet.html#mw_ffa5eeae-b6e0-444e-a464-91e257cef95b) is slightly faster in computing. I try to convert my Trainnetwork function to trainnet but i can’t managed. How can i convert it? My code is written below. Thank you.
%% Train network part
numClasses = numel(categories(trainImgs.Labels));
dropoutProb = 0.2;
layers = […%my network layers in here.
%% Training Options
options = trainingOptions(‘adam’, …
‘Plots’,’training-progress’,"MiniBatchSize",64, …
‘ValidationData’,valImgs,"ExecutionEnvironment","gpu")
%% Training network
trainednet = trainNetwork(trainImgs,layers,options)
% trainednet = trainnet(trainImgs,layers,"crossentropy",options)Hi there,
I was using Trainnetwork(https://www.mathworks.com/help/deeplearning/ref/trainnetwork.html#mw_408bdd15-2d34-4c0d-ad91-bc83942f7493) function for my study. However, in 2024b trainnet function(https://www.mathworks.com/help/deeplearning/ref/trainnet.html#mw_ffa5eeae-b6e0-444e-a464-91e257cef95b) is slightly faster in computing. I try to convert my Trainnetwork function to trainnet but i can’t managed. How can i convert it? My code is written below. Thank you.
%% Train network part
numClasses = numel(categories(trainImgs.Labels));
dropoutProb = 0.2;
layers = […%my network layers in here.
%% Training Options
options = trainingOptions(‘adam’, …
‘Plots’,’training-progress’,"MiniBatchSize",64, …
‘ValidationData’,valImgs,"ExecutionEnvironment","gpu")
%% Training network
trainednet = trainNetwork(trainImgs,layers,options)
% trainednet = trainnet(trainImgs,layers,"crossentropy",options) Hi there,
I was using Trainnetwork(https://www.mathworks.com/help/deeplearning/ref/trainnetwork.html#mw_408bdd15-2d34-4c0d-ad91-bc83942f7493) function for my study. However, in 2024b trainnet function(https://www.mathworks.com/help/deeplearning/ref/trainnet.html#mw_ffa5eeae-b6e0-444e-a464-91e257cef95b) is slightly faster in computing. I try to convert my Trainnetwork function to trainnet but i can’t managed. How can i convert it? My code is written below. Thank you.
%% Train network part
numClasses = numel(categories(trainImgs.Labels));
dropoutProb = 0.2;
layers = […%my network layers in here.
%% Training Options
options = trainingOptions(‘adam’, …
‘Plots’,’training-progress’,"MiniBatchSize",64, …
‘ValidationData’,valImgs,"ExecutionEnvironment","gpu")
%% Training network
trainednet = trainNetwork(trainImgs,layers,options)
% trainednet = trainnet(trainImgs,layers,"crossentropy",options) trainnet, trainnetwork, neural network, cnn, ai, deep learning, toolbox MATLAB Answers — New Questions