# The Lambda Deep Learning Blog

## 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 ...

## A100 vs V100 Deep Learning Benchmarks
Check out the discussion on Reddit 195 upvotes, 23 comments

## 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 ...

## Deep Learning Hardware Deep Dive – RTX 3090, RTX 3080, and RTX 3070
Check out the discussion on Reddit 288 upvotes, 95 comments

## GPT-3 A Hitchhiker's Guide
The goal of this post is to guide your thinking on GPT-3. This post will:

## 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 ...

## 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 ...

## 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 ...