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MAHSA YOUSEFI


Last seen: 18 days ago |  Active since 2020

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Batch inconsistency in PINNs!!
Dear Praguna, thanks a lot! I fully underestand the structure of the network and the requirements for the inputs, and agree w...

22 days ago | 0

Question


Batch inconsistency in PINNs!!
Hi there! I am working on this example: Solve PDE Using Physics-Informed Neural Network Based on the following highlights ext...

29 days ago | 1 answer | 0

1

answer

Question


Computing Hessian by dlgradient
Hi every one. I am using a training loop for my model in which gradients are computing by dlgradient. As you know, dlgradient ...

3 years ago | 1 answer | 0

1

answer

Question


Hessian by DL toolbox
Hi there. In my Matlab code, I am using customize training loop for my algorithm, so I am using forward and dlgradient to creat...

3 years ago | 1 answer | 1

1

answer

Question


Injection noise to CNN through customized training loop
Hi there. I am using costumized loop to train my CNN. For designing my net, I need to inject Gaussian noise per each layer. ...

4 years ago | 1 answer | 0

1

answer

Question


ImageInputLayer Error in deep learning toolbox
Hi there! I would be thankful for any help. I faced with this error: Error using dlnetwork (line 117) Invalid network. Caus...

4 years ago | 1 answer | 2

1

answer

Question


The gradient of mini batches
Hi there. I need your confimation or rejection for this question... In following code, if the minibatch size is h, [grad,los...

4 years ago | 1 answer | 0

1

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Question


How we can use vectors in Deep Learning custom training loop?
Hi every one. I am trying to train a CNN with my own optimizer through costum training loop. [loss,gradient]= dlfeval(@modelg...

4 years ago | 1 answer | 0

1

answer

Question


GPU error + Working with total XTrain data in custom training loop
Hi. In my custom training loop, (at the moment) I do not want to use mini-batches. Instead I need to work with all 60,000 images...

4 years ago | 1 answer | 0

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Question


Training Option! How can we use a new defined algorithm (as a training function) to train a Deep Neural Network?!
Hi every one. This is the first time I am designing a deep network in Matlab. I do not want use SGD, Adam or default solver. I h...

4 years ago | 1 answer | 0

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