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news:the_infinite_mnist_dataset [2014/07/11 19:00]
leonb
news:the_infinite_mnist_dataset [2014/12/18 22:19]
leonb
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 ====== The infinite MNIST dataset ====== ====== The infinite MNIST dataset ======
  
 +{{ five.png?120}}
 Why settle for 60000 MNIST training examples when you can have [[:projects:infimnist|one trillion]]? Why settle for 60000 MNIST training examples when you can have [[:projects:infimnist|one trillion]]?
  
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 for [[:papers:loosli-canu-bottou-2006|(Loosli, Canu, and Bottou, 2007)]]. Unfortunately the  for [[:papers:loosli-canu-bottou-2006|(Loosli, Canu, and Bottou, 2007)]]. Unfortunately the 
 original MNIST8M files were accidentally deleted from the NEC servers a couple weeks ago. original MNIST8M files were accidentally deleted from the NEC servers a couple weeks ago.
-Instead of regenerating the files, I decided to repackage the generation code in +Instead of regenerating the files, I have repackaged the generation code in 
-more convenient form. You can now generate arbitrary amounts of pseudo-random +a convenient form. You can now generate arbitrary amounts of pseudo-random 
 MNIST training examples. You can even use this code to generate your training  MNIST training examples. You can even use this code to generate your training 
 data on the fly. We call this the [[:projects:infimnist|infinite MNIST dataset]]. data on the fly. We call this the [[:projects:infimnist|infinite MNIST dataset]].
news/the_infinite_mnist_dataset.txt · Last modified: 2018/05/24 10:50 by leonb

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