Tag: PyTorch

Variational Autoencoder Demystified With PyTorch Implementation

Variational Autoencoder Demystified With PyTorch Implementation

Variational Autoencoder Demystified With PyTorch Implementation Variational Autoencoder Demystified With PyTorch Implementation. "This tutorial implements a variational autoencoder for non-black and white images using PyTorch..." Source: towar …

AI generating portraits of people in a hand-painted style

AI generating portraits of people in a hand-painted style

AI generating portraits of people in a hand-painted style NathanUA/U-2-Net "Recently, we found an interesting application of U^2-Net for human portrait drawing. Therefore, we trained another model for this task based on the APDrawingGAN dataset …

PyTorch to Tensorflow Model Conversion

PyTorch to Tensorflow Model Conversion

PyTorch to Tensorflow Model Conversion PyTorch to Tensorflow Model Conversion "In this post, we will learn how to convert a PyTorch model to TensorFlow. If you are new to Deep Learning you may be overwhelmed by which framework to use. We person …

PyTorch 1.6 now includes Stochastic Weight Averaging

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

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

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 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 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 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 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 …

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