Accurate, Large Minibatch SGD: Training ImageNet in 1 Hour
Incredibly fast distributed training of a CNN.
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- 2026-10-10
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Scaling up Deep Learning videolectures.net
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An efficient, batched LSTM. gist.github.com
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Tiny Images groups.csail.mit.edu
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Improving Inception and Image Classification in TensorFlow research.googleblog.com
Very interesting CNN architecture (e.g.: the inception-style convolutional layers is promising and efficient in terms of reducing the number of parameters).
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IMAGENET image-net.org
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Estimating an Optimal Learning Rate For a Deep Neural Network medium.com
Clever trick to estimate an optimal learning rate prior any single full training.
Education › Papers > Convolutional Neural Networks: “Incredibly fast distributed training of a CNN.”