# The Lambda Deep Learning Blog

Published on February 23, 2022 by Stephen Balaban

**[Lambda's Machine Learning Infrastructure Playbook and Best Practices](https://lambda.ai/blog/lambdas-machine-learning-infrastructure-playbook)**

Published on January 4, 2022 by Stephen Balaban

**[Deep learning is the future of gaming.](https://lambda.ai/blog/deep-learning-is-the-future-of-gaming)**

Deep learning is the most important technology to impact gaming since the advent of 3D graphics. This short video presentation walks you through a few of the ...

Published on December 31, 2021 by Mark Dalton

**[Setting up environments: Anaconda](https://lambda.ai/blog/setting-up-a-anaconda-environment)**

Today, we will show how to install Anaconda and how to use YAML files for versioning environments.

Published on November 30, 2021 by Chuan Li

**[NVIDIA A40 Deep Learning Benchmarks](https://lambda.ai/blog/nvidia-rtx-a40-benchmarks)**

NVIDIA® A40 GPUs are now available on Lambda Scalar servers. In this post, we benchmark the A40 with 48 GB of GDDR6 VRAM to assess its training performance ...

Published on November 29, 2021 by Justin Pinkney

**[StyleGAN 3](https://lambda.ai/blog/stylegan-3)**

Key points StyleGAN3 generates state of the art results for un-aligned datasets and looks much more natural in motion Use of fourier features, filtering, 1x1 ...

Published on November 1, 2021 by Stephen Balaban

**[Lambda's Deep Learning Curriculum](https://lambda.ai/blog/lambda-deep-learning-curriculum)**

This curriculum provides an overview of free online resources for learning about deep learning. It includes courses, books, and even important people to follow.

Published on October 19, 2021 by Justin Pinkney

**[Lambda and Scale Nucleus: Empowering Your Model Training with Better Data](https://lambda.ai/blog/lambda-scale-nucleus)**

by Lambda and Scale

Published on September 22, 2021 by Chuan Li

**[Tesla A100 Server Total Cost of Ownership Analysis](https://lambda.ai/blog/tesla-a100-server-total-cost-of-ownership)**

This post compares the Total Cost of Ownership (TCO) for Lambda servers and clusters vs cloud instances with NVIDIA A100 GPUs. We first calculate the TCO for ...

Published on August 10, 2021 by Michael Balaban

**[Install TensorFlow & PyTorch for the RTX 3090, 3080, 3070](https://lambda.ai/blog/install-tensorflow-and-pytorch-on-rtx-30-series)**

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 August 9, 2021 by Chuan Li

**[RTX A6000 vs RTX 3090 Deep Learning Benchmarks](https://lambda.ai/blog/nvidia-rtx-a6000-vs-rtx-3090-benchmarks)**

Check out the discussion on Reddit 160 upvotes, 41 comments

Published on July 19, 2021 by Stephen Balaban

**[NVIDIA NGC Tutorial: Run a PyTorch Docker Container using nvidia-container-toolkit on Ubuntu](https://lambda.ai/blog/nvidia-ngc-tutorial-run-pytorch-docker-container-using-nvidia-container-toolkit-on-ubuntu)**

Published on July 16, 2021 by Stephen Balaban

**[Lambda raises $24.5M to build GPU cloud and deep learning hardware](https://lambda.ai/blog/lambda-raises-24-5-to-build-a-gpu-cloud-and-deep-learning-infrastructure)**

Deep learning engineers and researchers spend too much time managing their infrastructure. Fortune 500 companies, startups, and universities are forced to ...

Published on June 21, 2021 by Tejas Mehrotra

**[Lambda Named NVIDIA Partner Network Solution Integration Provider of the Year](https://lambda.ai/blog/lambda-wins-the-nvidia-npn-award-for-sip-partner-of-the-year)**

Lambda today announced it has been selected as the 2020 NVIDIA Partner Network (NPN) Solution Integration Provider of the Year.

Published on April 23, 2021 by Remy Guercio

**[Introducing NVIDIA RTX™ A6000 GPU Instances on Lambda Cloud](https://lambda.ai/blog/introducing-nvidia-rtx-a6000-gpu-instances-on-lambda-cloud)**

Update: 1-GPU NVIDIA RTX A6000 instances, starting at $1.00 / hr, are now available

Published on January 28, 2021 by Michael Balaban

**[A100 vs V100 Deep Learning Benchmarks](https://lambda.ai/blog/nvidia-a100-vs-v100-benchmarks)**

Check out the discussion on Reddit 195 upvotes, 23 comments