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Efficient Deep Learning Systems course materials (HSE, YSDA)
"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation
Deep Learning course materials (HSE, Faculty of Computer Science)
PyTorch Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"
2nd place solution for cian.ru Data Fest 2019 competition
Repositories
9Efficient Deep Learning Systems course materials (HSE, YSDA)
Deep Learning course materials (HSE, Faculty of Computer Science)
"Towards Crowdsourced Training of Large Neural Networks using Decentralized Mixture-of-Experts" (NeurIPS 2020), original PyTorch implementation
No description provided.
PyTorch Implementation of "Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs"
2nd place solution for cian.ru Data Fest 2019 competition
Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
No description provided.
๐ค Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.