Tag: PyTorch
PyTorch 1.6 now includes Stochastic Weight Averaging
PyTorch Do you use stochastic gradient descent (SGD) or Adam? Regardless of the procedure you use to train your neural network, you can likely achieve significantly better generalization at virtually no additional cost with a simple new techniqu …
Pytorch implementation of our CVPR19
Pytorch implementation of our CVPR19 Yijunmaverick/Im2Pencil Pytorch implementation of our CVPR19 paper on controllable pencil illustration from photographs. More results and comparisons are shown here... Source: github.com/Yijunmaverick/Im2Pe …
minGPT
minGPT karpathy/minGPT A PyTorch re-implementation of GPT training. minGPT tries to be small, clean, interpretable and educational, as most of the currently available ones are a bit sprawling. GPT is not a complicated model and this implementat …
Writing better code with pytorch and einops
Writing better code with pytorch and einops Writing better code with pytorch and einops Learning by example: rewriting and fixing popular code fragments Source: arogozhnikov.github.io/einops/pytorch-examples.html …
PyTorch LSTM: Text Generation Tutorial
PyTorch LSTM: Text Generation Tutorial PyTorch LSTM: Text Generation Tutorial Key element of LSTM is the ability to work with sequences and its gating mechanism. Source: closeheat.com/blog/pytorch-lstm-text-generation-tutorial …
Working With PyTorch Tensors — Visual Studio Magazine
Working With PyTorch Tensors -- Visual Studio Magazine Working With PyTorch Tensors -- Visual Studio Magazine Dr. James McCaffrey of Microsoft Research presents the fundamental concepts of tensors necessary to establish a solid foundation for l …
Intel and Facebook accelerate PyTorch performance with 3rd Gen Xeon Processors and Intel Deep Learning Boost’s new BFloat16 capability
Intel and Facebook accelerate PyTorch performance with 3rd Gen Xeon Processors and Intel Deep Learning Boost’s new BFloat16 capability .Intel and Facebook have previously demonstrated the benefits of BFloat16 (BF16) across multiple deep learni …
Simple chatbot implementation with PyTorch
Simple chatbot implementation with PyTorch python-engineer/pytorch-chatbot Simple chatbot implementation with PyTorch. The implementation should be easy to follow for beginners and provide a basic understanding of chatbots. The implemen …
A list of NLP tutorials
A list of NLP tutorials lyeoni/nlp-tutorial A step-by-step tutorial on how to implement and adapt to the simple real-word NLP task Source: github.com/lyeoni/nlp-tutorial …
Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization
Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization facebookresearch/pifuhd This repository contains a pytorch implementation of "Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitiz …