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RTX 2080 Ti Deep Learning Benchmarks with TensorFlow

RTX 2080 Ti vs. RTX 2080 vs. Titan RTX vs. Tesla V100 vs. Titan V vs. GTX 1080 Ti vs. Titan Xp benchmarks neural net training.

Published 03/04/2019 by Stephen Balaban

Perform GPU, CPU, and I/O stress testing on Linux

How to stress test a system for simultaneous GPU and CPU loads using two stress tools, stress and gpu_burn, and three monitoring tools, htop, iotop and nvidia-smi.

Published 02/17/2019 by Stephen Balaban

How to Run OpenAI's GPT-2 Text Generator on Your Computer

OpenAI recently published a blog post on their GPT-2 language model. This tutorial shows you how to run the text generator code yourself.

Published 02/16/2019 by Stephen Balaban

Install CUDA 10 on Ubuntu 18.04

Simple steps to install CUDA 10 on Ubuntu 18.04 in one line of code using Lambda Stack or NVIDIA's .deb file.

Published 02/10/2019 by Stephen Balaban

Set up a GPU accelerated Docker container using Lambda Stack + Lambda Stack Dockerfiles on Ubuntu 20.04 LTS

Set up a GPU accelerated Docker containers using Lambda Stack + Lambda Stack Dockerfiles + docker.io + nvidia-container-toolkit on Ubuntu 20.04 LTS Provides a docker container with TensorFlow, PyTorch, caffe, and a complete Lambda Stack installation.

Published 02/10/2019 by Stephen Balaban

On-prem GPU Training Infrastructure for Deep Learning - Slides

You'll learn how to provide your team with GPU training infrastructure at a variety of scales, from a single shared multi-GPU system to a cluster for distributed training.

Published 01/25/2019 by Stephen Balaban

Lambda NeurIPS 2018 Ticket Contest for Three NeurIPS Tickets

Lambda is a diamond sponsor this year at NeurIPS. (The conference recently changed its name from NIPS to NeurIPS.) We have three extra registrations for the whole conference track (Tutorials, Conference Sessions, and Workshops) and would like to make them available to members of the community.

Published 11/28/2018 by Stephen Balaban

Google is probably using Adversarial Noise for reCAPTCHA

I'm not a human. Or at least that's what Google thought when I failed to fill out the reCAPTCHA properly for the third time. This blog post proposes an experiment to test if Google is using Adversarial Noise for reCAPTCHA.

Published 11/28/2018 by Stephen Balaban

How to install Ubuntu 16.04/18.04 and Lambda Stack on a Tensorbook (Gen 2)

This tutorial walks you through the entire process of installing Ubuntu 16.04 from scratch on a Tensorbook with Lambda Stack.

Published 11/06/2018 by Stephen Balaban

Crowd Sourced Deep Learning GPU Benchmarks from the Community

We open sourced the benchmarking code we use at Lambda so that anybody can reproduce the benchmarks that we publish or run their own.

Published 10/12/2018 by Stephen Balaban

Deep Learning GPU Benchmarks - V100 vs 2080 Ti vs 1080 Ti vs Titan V

What's the best GPU for Deep Learning? The 2080 Ti. We benchmark the 2080 Ti vs the Titan V, V100, and 1080 Ti.

Published 10/08/2018 by Stephen Balaban

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