Error Using trainNetwork in Deep Learning.
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Hi,
I am trying to train a pretrained CNN model, inceptionresnetv2 for Image Classification. I am getting the following error,
Error using trainNetwork (line 150)
Error using 'predict' in Layer nnet.inceptionresnetv2.layer.ScalingFactorLayer. The function threw an error and could not be executed.
Any solution??
Thank you!!
6 个评论
Gabija Marsalkaite
2019-5-3
Hi Kaniska,
Could you provide more information about the problem e.g. hardware used (GPU and amount of RAM) and if that is the full error message?
Kaniska Samanta
2019-5-4
编辑：Kaniska Samanta
2019-5-5
Hi Gabija,
My PC configuration is Processor: Intel Core i5 (6th Gen); RAM: 8GB; GPU: Nvidia 930M; Storage: 240GB SSD.
And yes that was the full error message.
But now I am facing a new error sometimes as shown in the picture below, and I am getting this error after 4 or 5 iteration in the training progress.
Maria Duarte Rosa
2019-5-17
Using a smaller network (e.g. squeeznet or mobilenetv2) and reducing the mini-batch size might help.
Gabija Marsalkaite
2019-5-20
Hi Kaniska,
Most likely your GPU is either low on memory or out of memory. I don't know the exact settings you are using but reducing mini-batch size or using CPU instead of GPU may help (CPU would use 8GB of RAM instead of GPU using 2GB of its memory).
Kaniska Samanta
2019-5-21
Ansuman Mahapatra
2020-7-2
Reduced batch size to 16 and it works.
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