This is stunning work from @dcpage3, who has smashed our DAWNBench CIFAR10 training record, and written a fascinating and detailed series explaining all the improvements he made.
All researchers interested in model speed or accuracy need to read this!
myrtle.ai/2018/09/24/how…
After 2 years of development, we've just launched fastai v1, the first deep learning library with a simple consistent API across vision, text, tabular, and collaborative filtering data. Built on the wonderful @PyTorch v1 (preview released today)
fast.ai/2018/10/02/fas…
"Everybody Dance Now" from Caroline Chan, Alyosha Efros and team transfers dance moves from one subject to another
The only way I'll ever dance well. Amazing work!!!
youtu.be/PCBTZh41Ris?t=…arxiv.org/abs/1808.07371
I just crunched the numbers and determined I make (on average) $1.86 on each copy of R4DS — so you should never feel about using the free website! (r4ds.had.co.nz)
I haven't tried it myself, but a new startup called snark.ai is offering ~50 hours free GPU credit on some very nice GPUs for @fastdotai students. If you try it, be sure to share your experiences!
forums.fast.ai/t/free-gpu-cre…
Are you a fan of the Keras API? So are we! Check out this new guide on tf.keras: TensorFlow's implementation of the high-level Keras API, with first class support for TensorFlow specific functionality.
Learn more here ↓ bit.ly/2NN96yi
Today we’re launching Seedbank, a place to discover interactive ML examples which you can run from your browser, no set-up required. Each example can be edited, extended, and adapted into your own project.
Read @mtyka's post for more info ↓ bit.ly/2JhRG9E
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