The Lambda Deep Learning Blog

Published on August 10, 2021 by Michael Balaban

Install TensorFlow & PyTorch for the RTX 3090, 3080, 3070

This post shows you how to install TensorFlow & PyTorch (and all dependencies) in under 2 minutes using Lambda Stack, a freely available Ubuntu 20.04 APT ...

Published on January 28, 2021 by Michael Balaban

A100 vs V100 Deep Learning Benchmarks

Check out the discussion on Reddit 195 upvotes, 23 comments

Published on January 4, 2021 by Michael Balaban

RTX A6000 Deep Learning Benchmarks

Lambda is now shipping RTX A6000 workstations & servers. In this post, we benchmark the RTX A6000's PyTorch and TensorFlow training performance. We compare ...

Published on September 14, 2020 by Michael Balaban

Deep Learning Hardware Deep Dive – RTX 3090, RTX 3080, and RTX 3070

Check out the discussion on Reddit 288 upvotes, 95 comments

Published on July 20, 2020 by Michael Balaban

GPT-3 A Hitchhiker's Guide

The goal of this post is to guide your thinking on GPT-3. This post will:

Published on February 18, 2020 by Michael Balaban

Choosing the Best GPU for Deep Learning in 2020

State-of-the-art (SOTA) deep learning models have massive memory footprints. Many GPUs don't have enough VRAM to train them. In this post, we determine which ...

Published on March 12, 2019 by Michael Balaban

Titan V Deep Learning Benchmarks with TensorFlow

In this post, Lambda Labs benchmarks the Titan V's Deep Learning / Machine Learning performance and compares it to other commonly used GPUs. We use the Titan V ...

Published on December 26, 2018 by Michael Balaban

Titan RTX Deep Learning Benchmarks

Titan RTX vs. 2080 Ti vs. 1080 Ti vs. Titan Xp vs. Titan V vs. Tesla V100. For this post, Lambda engineers benchmarked the Titan RTX's deep learning ...