- Train model from scratch rather than using a pretrained model. "Try using more convolution layers, increasing the depth, decreasing learning rate, and keep the final fc layer simple, I used only one fc layer after the convolution layers" "It depends on how many epochs to train. I just did 35 epochs. Similar to VGG."
- How long did it take for you all to train your cnn from scratch model? GPU use. Some move the training to Google Colab.
Saturday, March 9, 2019
Advanced Udacity Deep Learning Nanodegree
I have noticed that some of my classmates - Facebook Pytorch scholars, they went fast and far beyond what's required of the nanodegree. Here are some of the impressive things they did.
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