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Machine Learning Libraries for Automatic… – Exxact Corporation

Facebook Machine Learning Libraries for Automatic Differentiation Featured im...age from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in modern deep learning. This makes a big difference in development time for researchers iterating over models and experiments. Before...

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How to Pick Your Grad School — Tim Dettmers

Tim Dettmers If you are reading this, then you probably finished the long and arduous journey to grad school. You emerged victoriously, and this success is well-deserved. But which school should you pick? How to make a right choice if all schools look great in their own way? This blog...

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Which GPUs perform best when running… – Exxact Corporation

Facebook Machine Learning Libraries for Automatic Differentiation Featured im...age from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in modern deep learning. This makes a big difference in development time for researchers iterating over models and experiments. Before...

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Faster Training without Losing Performance

Tim Dettmers This blog post is about my work, Sparse Networks from Scratch: Faster Training without Losing Performance, with Luke Zettlemoyer on fast training of neural networks which we keep sparse throughout training. We show that by developing an algorithm, sparse momentum, we can initialize a neural network with sparse random...

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Autograd: The Missing Machine Learning… – Exxact Corporation

Facebook Machine Learning Libraries for Automatic Differentiation Featured im...age from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in modern deep learning. This makes a big difference in development time for researchers iterating over models and experiments. Before...

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Which GPU(s) to Get for Deep Learning

Tim Dettmers Deep learning is a field with intense computational requirements and the choice of your GPU will fundamentally determine your deep learning experience. But what features are important if you want to buy a new GPU? GPU RAM, cores, tensor cores? How to make a cost-efficient choice? This blog...

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Looking for more resources on AI and… – Exxact Corporation

Facebook Machine Learning Libraries for Automatic Differentiation Featured im...age from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in modern deep learning. This makes a big difference in development time for researchers iterating over models and experiments. Before...

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A Full Hardware Guide to Deep Learning — Tim Dettmers

Tim Dettmers Deep Learning is very computationally intensive, so you will need a fast CPU with many cores, right? Or is it maybe wasteful to buy a fast CPU? One of the worst things you can do when building a deep learning system is to waste money on hardware that is unnecessary....

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Facebook AI and NYU Langone Health use… – Exxact Corporation

Facebook Machine Learning Libraries for Automatic Differentiation Featured im...age from photographers Austin Kirk and Adam R on Pixabay. Differentiable Programming with JAX Automatic differentiation underlies the vast majority of success in modern deep learning. This makes a big difference in development time for researchers iterating over models and experiments. Before...

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