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[ML News] AI Threatens Biological Arms Race

#mlnews #gtc22 #ithaca GTC Registration Link: https://ykilcher.com/gtc Your regular updates on what’s going on in the ML world! OUTLINE: 0:00 – Intro 0:20 – Register to Nvidia GTC and win a 3090! 4:15 – DeepMind’s Ithaca deciphers Lost Ancient Texts 6:45 – Drug discovery model turns toxic 10:00 – Gary Marcus: Deep Learning is hitting […]

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25:40

[ML News] DeepMind tackles Math | Microsoft does more with less | Timnit Gebru launches DAIR

#mlnews #deepmind #ai The most trusted model in News! Get started with Weights & Biases here: https://wandb.me/yannic (it’s free forever for personal use) OUTLINE: 0:00 – Intro 0:15 – Sponsor: Weights & Biases 3:10 – DeepMind tackles fundamental math 6:45 – Microsoft focuses on scaling effectively and efficiently 10:15 – NeurIPS Anthology Visualization 13:30 – […]

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[ML News] GPT-3 learns to edit | Google Pathways | Make-A-Scene | CLIP meets GamePhysics | DouBlind

#mlnews #gpt3 #pathways Your updates on the latest and greatest from the depths of Machine Learning! Sponsor: Weights & Biases https://wandb.me/yannic OUTLINE: 0:00 – Intro 0:15 – Weights & Biases Report about Reports 2:45 – GPT-3 learns to edit 6:30 – Make-A-Scene: Text-to-Image with Human Priors 8:00 – Pathways: Google’s new High-Performance ML scheduler 10:45 […]

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[ML News] OpenAI removes GPT-3 waitlist | GauGAN2 is amazing | NYC regulates AI hiring tools

#mlnews #gaugan #gpt-3 Your weekly dose of ML News! More GauGAN images here: https://drive.google.com/drive/folders/1tG1rpxP_mnspB1MWi9VZGScw5R-hxUdm?usp=sharing OUTLINE: 0:00 – Intro 0:20 – Sponsor: Weights & Biases 2:20 – OpenAI’s removes GPT-3 Waitlist 4:55 – NVIDIA releases GauGAN2 Webapp 9:45 – Everyday Robots tackles real-life tasks 12:15 – MetNet-2: 12-hour Rain Forecasting 14:45 – TinyML Dog Bark Stopper […]

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16:11

2020, TensorFlow 2.2 NVIDIA GPU (CUDA)/CPU, Keras, & Python 3.7 in Linux Ubuntu

In this video I show how to install Keras/Python/Tensorflow with an NVIDIA GPU on an Ubuntu system, assuming Linux as the desktop GUI. I install on a Lenovo ThinkPad P53. I use the instructions here: https://github.com/jeffheaton/t81_558_deep_learning/tree/master/install Lenovo P-series: https://www.lenovo.com/us/en/laptops/thinkpad/thinkpad-p/c/thinkpadp NVIDIA Quadro RTX 5000: https://www.nvidia.com/en-us/design-visualization/quadro/rtx-5000/ ** Follow Me on Social Media! GitHub: https://github.com/jeffheaton Twitter: https://twitter.com/jeffheaton Instagram: […]

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17:10

3 lines of code conversational AI with NVIDIA NeMo and PyTorch Lightning

NeMo is a powerful framework from NVIDIA, built for easy training, building and manipulating of state-of-the-art conversational AI models. NeMo models can be trained on multi-GPU and multi-node, with or without Mixed Precision, in just 3 lines of code. In this video William Falcon, creator of @PyTorch Lightning, and Poonam Chitale, NeMo product manager from@NVIDIA […]

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17:22

32K Mandelbrot Zooms on NVIDIA RTX A6000 48GB GPU Python

The massive amount of RAM on the NVIDIA RTX A6000 is great for generating ultra high resolution 32K images of the Mandelbrot set. In this video I show how to use TensorFlow to create both Mandelbrot images and zooms using a GPU. Unlike deep learning, which deals well with 32bit floating point, Mandelbrot zooms must […]

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15:27

5 Questions about Dual GPU for Machine Learning (with Exxact dual 3090 workstation)

In this video I cover how to use a dual GPU system for machine learning and deep learning. I look at five questions you might have about a dual GPU system. 1:01 Question 1: Do two GPUs combine into one big GPU? 1:42 Data Paralyzation 2:40 Dual GPU Performance 5:02 Model Paralyzation 7:16 Question 2: […]

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46:14

5G and the future: Spatial computing and the metaverse | CogX 2020

5G and the future: Spatial computing and the metaverse Oliver Kibblewhite – Founder – The 5Gs Sol Rogers – CEO & Founder – REWIND Jeffrey Kember – Director, Developer Relations – Nvidia Brandy Moore – EMEA Sales Director, Mixed Reality – Microsoft Brought to you by the Creative Industries Council, the Createch stage will offer […]

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06:06

ACCELERATING PYTORCH NETWORKS WITH NATIVE CUDA GRAPHS SUPPORT | MICHAEL CARILLI

PyTorch networks running on high-throughput NVIDIA GPUs are frequently limited by CPU overhead. A CUDA Graph is a record of GPU operations that can be replayed with a single call, which incurs much less CPU overhead than dispatching ops one at a time. Pytorch 1.10 introduces a Python API for CUDA graphs. By creating a […]

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01:06:04

AD as it relates to Differentiable Programming for ML @ TWiML Online Meetup Americas 20 March 2019

**SUBSCRIBE AND TURN ON NOTIFICATIONS** **twimlai.com** This video is a recap of our March 2019 Americas TWiML Online Meetup: Automatic Differentiation as it relates to Differentiable Programming for Machine Learning. In this month’s community segment, we discuss our upcoming April Meetups, NVIDIA’s Jetson Nano Platform, NVIDIA’s Cloud Strategy, attention in NLP, and Sam’s Kubernetes eBook. […]

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05:52

AI Codes its Own ‘AI Child’ – Artificial Intelligence breakthrough!

Subscribe here: https://goo.gl/9FS8uF Check out the previous episode: https://www.youtube.com/watch?v=cDxi6ozDwhc Become a Patron!: https://www.patreon.com/ColdFusion_TV CF Bitcoin address: 13SjyCXPB9o3iN4LitYQ2wYKeqYTShPub8 In this video we talk about Auto ML by Google brain. Auto ML is one of the first successful automated AI projects. Hi, welcome to ColdFusion (formerly known as ColdfusTion). Experience the cutting edge of the world around […]

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05:50

AI Creates Facial Animation From Audio | Two Minute Papers #185

The paper “Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion” is available here: http://research.nvidia.com/publication/2017-07_Audio-Driven-Facial-Animation Our Patreon page and the newest post on empowering research projects: https://www.patreon.com/TwoMinutePapers https://www.patreon.com/posts/14199475 We would like to thank our generous Patreon supporters who make Two Minute Papers possible: Andrew Melnychuk, Dave Rushton-Smith, Dennis Abts, Eric Swenson, Esa Turkulainen, […]

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AI-Based Video-to-Video Synthesis

The paper “Video-to-Video Synthesis” and its source code is available here: https://tcwang0509.github.io/vid2vid/ https://github.com/NVIDIA/vid2vid Pick up cool perks on our Patreon page: https://www.patreon.com/TwoMinutePapers We would like to thank our generous Patreon supporters who make Two Minute Papers possible: 313V, Andrew Melnychuk, Angelos Evripiotis, Brian Gilman, Christian Ahlin, Christoph Jadanowski, Dennis Abts, Emmanuel, Eric Haddad, Eric Martel, […]

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08:51

An AI That Makes Dog Photos – But How? 🐶

❤️ Check out Weights & Biases and sign up for a free demo here: https://www.wandb.com/papers ❤️ Their mentioned post is available here: https://wandb.ai/ayush-thakur/ada/reports/Train-Generative-Adversarial-Network-With-Limited-Data–Vmlldzo1NDYyMjA 📝 The paper “Training Generative Adversarial Networks with Limited Data” is available here: Paper: https://arxiv.org/abs/2006.06676 Pytorch implementation: https://github.com/NVlabs/stylegan2-ada-pytorch 📝 My thesis with the quote is available here: Photorealistic Material Learning and Synthesis […]

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08:24

Announcing the RTX 3090 Winner

The time has come to announce the winner of the giveaway. I’m giving away 5 courses, a swag bag, and an RTX 3090. The GPU and swag are only for US based viewers, due to the current situation with supply chains / all the issues in the world. Congratulations to all our winners! Learn how […]

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05:23

Apex – Michael Carilli, NVIDIA

Apex is an open-source PyTorch extension that helps users maximize deep learning training performance on NVIDIA GPUs. Mixed precision utilities in Apex are designed to improve training speed while maintaining the accuracy and stability of training in single precision. Learn more in this talk. Source of this PyTorch AI Video

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25:33

Applications of AI and PyTorch in Asia Pacific by Ritchie Ng | PyTorch Ecosystem Day 2021

Ritchie Ng is the CEO of Hessian Matrix, an AI systematic global hedge fund based in Singapore. He is also an NVIDIA Deep Learning Institute instructor leading all deep learning workshops in NUS, Singapore and across Southeast Asia. As the Welcome speaker for the APAC region, he shares growth in the applications of AI & […]

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Are NVIDIA CMP GPUs any Good for Deep Learning?

Soon, NVIDIA will release the new CMP line of GPUs specifically designed for crypto-miners. Naturally I wondered what use these GPUs might have for deep … Source of this machine learning/AI Video

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16:44

AWS Crash Course for Python Data Science with NVIDIA GPUs: EC2, IAM, SPOT, Tunneling

In this video I provide a tutorial for launching EC2 instances for use with data science from Windows 10. I show how to launch a spot instance to save money, preparing a Putty PPK, and using a Putty tunnel to access JupyterLab. Putty https://www.putty.org/ WinSCP https://winscp.net Commands from Video nvidia-smi top docker run -it –rm […]

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01:25:05

Break into AI: I took an online course, what's next?

Welcome to the virtual Learner Community Event hosted by DeepLearning.AI. We have assembled a panel of machine learning practitioners who have gotten into the field from different paths. They will be sharing their first-hand experience and suggestions on how to transition from online courses to landing your first ML job! Topics that you can expect […]

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16:21

Building a $5,000 Machine Learning Workstation with a NVIDIA TITAN RTX and RYZEN ThreadRipper

NVIDIA was kind enough to provide my YouTube channel with a TITAN RTX. This video shows the process that I went through to plan and build a computer based on a TITAN RTX and RYZEN ThreadRipper 24-core 3.8 ghtz CPU. ** Follow Me on Social Media! GitHub: https://github.com/jeffheaton Twitter: https://twitter.com/jeffheaton Instagram: https://www.instagram.com/jeffheatondotcom/ Discord: https://discord.gg/3bjthYv Patreon: […]

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01:01:46

Building a Deep Learning PC

I’ve been thinking about building my own deep learning PC for a while. Then two days in a row I got shut off from using GPUs on Google Cloud and it triggered a spiral into researching how I could do it. Turns out, I needed a lot of help. Thank you Michael, Nvidia (for the […]

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11:32

China’s Scary New AI Beats Human Intelligence and the USA •

The biggest tech company in China, Jack Ma’s Alibaba has just released the biggest, most efficient and newest Artificial Intelligence Model in the world. It’s almost 100 times smarter than GPT 3 and is even expected to surpass OpenAI’s yet to be released GPT 4 in both abilities and ease of use. The Alibaba M6 […]

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