Selecting the right GPU for your deep learning application

We compare specifications and performance metrics of the following NVIDIA Turing GPUs: RTX 2080 Ti, TITAN RTX, RTX 8000, RTX 6000. Read more to find out. | Continue reading


@blog.exxactcorp.com | 5 years ago

NLP: Train a Transformer Network from Scratch in Docker Using TensorFlow GPU

Part 3 and also the final part of our 'Examining the Transformer Architecture Series'. Read more to find out. You don't want to miss this one. | Continue reading


@blog.exxactcorp.com | 5 years ago

A Summary of DeepMind’s Protein Folding Upset at CASP13

DeepMind's entry to CASP13 was an upward departure from the rate-of-progress of previous CASP competitions, and they beat the field by a substantial amount. Learn how they did it on our blog. | Continue reading


@blog.exxactcorp.com | 5 years ago

Insane 2080 Ti tensorflow numbers using XLA and FP16

In our blog article, we updated our NVIDIA RTX 2080 Ti deep learning performance benchmarks for TensorFlow with XLA & FP16. Let's get the results! | Continue reading


@blog.exxactcorp.com | 5 years ago

Examining Transformer Architecture: A Description of How Transformers Work

As we learned in Part 1, The GPT-2 is based on the Transformer, which being hailed as the new NLP standard, replacing Recurrent Neural Networks. Some commentato | Continue reading


@blog.exxactcorp.com | 5 years ago

Examining the Transformer Architecture – Part 1: The OpenAI GPT 2 Controversy

Continue reading


@blog.exxactcorp.com | 5 years ago

Do Conv-Nets Dream of Psychedelic Sheep?

Do Conv-nets Dream of Psychedelic Sheep? Deep dreaming at successive layers of abstraction. From top to bottom: input image, conv2-3x3_reduce, inception_4c-1 | Continue reading


@blog.exxactcorp.com | 5 years ago

A Tutorial Introduction to Privacy-Centric Deep Learning in PyTorch

Secure multi-party computation and homomorphic encryption add computational overhead, but the results are well worth it! Data privacy and model parameter securi | Continue reading


@blog.exxactcorp.com | 5 years ago

Getting Started with Natural Language Processing Using Pytorch

PyTorch is one of the most popular Deep Learning frameworks that is based on Python and is supported by Facebook. In this article we will be looking into t | Continue reading


@blog.exxactcorp.com | 5 years ago

Deep Learning for Natural Language Processing (NLP) – using RNNs and CNNs

Wouldn’t it be cool if a computer could understand the actual human sentiment behind sarcastic texts that can sometimes even trump actual humans? Or what i | Continue reading


@blog.exxactcorp.com | 5 years ago

Everyday Usages of Image Recognition

The Evolving Uses of Image Recognition Machine learning is one of the biggest buzzwords of this decade, heralding a new revolution in artificial intelligence | Continue reading


@blog.exxactcorp.com | 5 years ago

Reinforcement Learning: From Grid World to Self-Driving Cars

td{border: solid;text-align: center !important;} 0. Agents, Environments, and Rewards Underlying many of the major announcements from researchers in Artificia | Continue reading


@blog.exxactcorp.com | 5 years ago

Neural Networks for Music: A Journey Through Its History

This post was written by Jordi Pons (@jordiponsdotme) in collaboration with and sponsorship of Exxact (@Exxactcorp). Many things have happened between th | Continue reading


@blog.exxactcorp.com | 5 years ago

Atrous Convolutions and U-Net Architectures for Deep Learning: A Brief History

A Turning Point for Deep Learning Every once in a while a new tool is developed that is so much more effective than what was previously available that it sprea | Continue reading


@blog.exxactcorp.com | 5 years ago

Beginner’s Guide: Image Recognition and Deep Learning

An Introduction Into The Concepts and Technology That Allow Computers to See and Learn It may seem like many of the latest technological innovations are relian | Continue reading


@blog.exxactcorp.com | 5 years ago

Cloud vs. On-Premises: Which Is Really Better for Deep Learning?

Advantages of On-Premises Deep Learning and the Hidden Costs of Cloud Computing TL;DR Cloud offers 'free' compute hours to lure customers to deploy all | Continue reading


@blog.exxactcorp.com | 5 years ago