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About problems with other GPUs: By briefly going to the previous thread, all I can see about neural net functionality besides the 3090 problem is MacOS support (NVIDIA/Apple's fault, not ours) and a complaint about a faulty 12.2 update which we...
Nice work! Just a small comment on this part: > Second limitation : During training Mathematica is not keeping track > of the statistics of the intermediate values (input and output of > layers). > > [...] > > So, to get those statistics I...
Hi Carl, unfortunately there is no way to link two ImageAugmentationLayers currently. NetMapOperator will also give you two different crops. You will have to perform the augmentation outside the Neural Net as a pre-processing step. You can either...
Great! As a developer in the Wolfram ML team, it's always gratifying to see people doing interesting stuff with what we provide. There are a couple of comments i'd ike to make about this: First, you evaluate the final performance using the...
> But you also cut out a number of convolution layers, they go up to > conv5_3. Yes, that's because deeper convolutional layers start to behave as the final linear layers: too much information is discarded. Just try chopping the net to one of...
Just a comment to Christopher's answer. There is an efficient workflow for transfer learning in general that is worth mentioning: instead of keeping the pre-trained part of the net active during training, use that to extract features from the...