How to Install TensorFlow GPU for Mac M1/M2 with Conda

You can now install TensorFlow for GPU support with a Mac M1/M2 using CONDA. It is very important that you install an ARM version of Python. In this video I walk you through all the steps necessary to prepare an Apple Metal Mac for my deep learning course in TensorFlow. Instructions https://github.com/jeffheaton/t81_558_deep_learning/blob/master/install/tensorflow-install-conda-mac-metal-jul-2022.ipynb YAML File: https://github.com/jeffheaton/t81_558_deep_learning/blob/master/tensorflow-apple-metal-conda.yml […]

Multi-Device, Multi-Use-Case Optimization with Jeff Gehlhaar – #587

Today we’re joined by Jeff Gehlhaar, vice president of technology at Qualcomm Technologies. In our annual conversation with Jeff, we dig into the relationship between Jeff’s team on the product side and the research team, many of whom we’ve had on the podcast over the last few years. We discuss the challenges of real-world neural […]

How to Double Your Savings with Python

Learn how to save money and double your savings with the help of Python in this Finance Automation and Google Sheets API Python Tutorial Steve’s video: https://youtu.be/HvesR8SA3G4 Steve’s channel: @Steve Antonioni Code: https://github.com/python-engineer/google-sheets-finance-automation Find Python jobs: https://pythonengineer.pallet.com Get my Free NumPy Handbook: https://www.python-engineer.com/numpybook ✅ Write cleaner code with Sourcery, instant refactoring suggestions in VS Code […]

Two Minute Papers: Samsung’s AI: Megapixel DeepFakes! 📷

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper “MegaPortraits: One-shot Megapixel Neural Head Avatars” is available here: https://samsunglabs.github.io/MegaPortraits/ ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: – https://www.patreon.com/TwoMinutePapers – https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/join 🙏 We would like to thank our generous […]

Ted Chiang: Beyond techno-utopias and techno-dystopias

Is it possible to embrace technology while also recognising that there are problems it can’t solve? What is the proper role of AI in our future, and how can it contribute toward a world of increased human dignity? Featuring: Ted Chiang – Writer Dorothy Cho – Head of Public Affairs – DeepMind ——————— CogX Platform […]

How to customize TensorFlow Serving

TensorFlow Serving supports many additional features that you can leverage. Wei Wei, Developer Advocate at Google, discusses how you can customize TensorFlow Serving for your needs. He covers its integration with monitor tools, support for custom ops, how to configure the TF Serving model server, and more. Learn how TF Serving supports basic A/B tests […]

The Man behind Stable Diffusion

#stablediffusion #ai #stabilityai An interview with Emad Mostaque, founder of Stability AI. OUTLINE: 0:00 – Intro 1:30 – What is Stability AI? 3:45 – Where does the money come from? 5:20 – Is this the CERN of AI? 6:15 – Who gets access to the resources? 8:00 – What is Stable Diffusion? 11:40 – What […]

TensorFlow Serving performance optimization

Wei Wei, Developer Advocate at Google, shares general principles and best practices to improve TensorFlow Serving performance. He discusses how to improve the latency for API surfaces, batching, and more parameters that you can tune. Resources: TensorFlow Serving performance guide → https://goo.gle/3zW168E Profile Inference Requests with TensorBoard → https://goo.gle/3zWjluJ TensorFlow Serving batching configuration → https://goo.gle/3xT2SVz […]

SingularityNET: Ben Goertzel and Desdemona's Invitation to the AGI-22 Conference

Invitation from Ben Goertzel and Desdemona Robot for the AGI-22 Conference. The event includes keynotes, panels, and discussions with leading AGI scientists and experts all over the world; research paper presentations; and 4 workshops where developers and researchers can learn about the newest tools for AGI development. For more details, visit our website: https://agi-conf.org/2022/ —- […]

Healing the mental health crisis: The emerging potential of psychedelics

With 1 in 4 people experiencing mental health issues worldwide, we ask this incredible panel of health and tech luminaries, can we solve the mental health crisis with psychedelics? Featuring: Catherine Bird – Clinical Trials Manager – Psychedelic Trials Group, King’s College London Christian Angermayer – Co-founder & Chairman – Apeiron Investment Group Dr Ekaterina […]

Find your next Python or ML job with my new job board!

Job board: https://pythonengineer.pallet.com I launched a job board for our Python community with exciting roles in Software Engineering, Machine Learning, and Dev Rel! ~~~~~~~~~~~~~~~ CONNECT ~~~~~~~~~~~~~~~ 🖥️ Website: https://www.python-engineer.com 🐦 Twitter – https://twitter.com/python_engineer ✉️ Newsletter – https://www.python-engineer.com/newsletter 📸 Instagram – https://www.instagram.com/patloeber 🦾 Discord: https://discord.gg/FHMg9tKFSN ▶️ Subscribe: https://www.youtube.com/channel/UCbXgNpp0jedKWcQiULLbDTA?sub_confirmation=1 ~~~~~~~~~~~~~~ SUPPORT ME ~~~~~~~~~~~~~~ 🅿 Patreon – https://www.patreon.com/patrickloeber […]

[ML News] AI models that write code (Copilot, CodeWhisperer, Pangu-Coder, etc.)

#mlnews #ai #copilot OUTLINE: 0:00 – Intro 0:20 – Copilot Now Generally Available 3:20 – FOSS Org leaves GitHub 6:45 – Google’s Internal ML Code Completion 9:10 – AI Trains Itself to Code Better 14:30 – Amazon CodeWhisperer in Preview 15:15 – Pangu-Coder: A New Coding Model 17:10 – Useful Things References: Copilot Now Generally […]

Advanced features on TensorFlow Serving

Wei Wei, Developer Advocate at Google, shares several advanced TensorFlow Serving features (experimental). Learn how TF Serving can tend JAX models, serve non-TensorFlow models with new servables, and remotely predict RPC with distributed serving. Resources: TF Serving model server parameters → https://goo.gle/3tQ99Qq Intro to JAX: Accelerating Machine Learning research → https://goo.gle/3xOKBsq Convert JAX models to […]

Two Minute Papers: OpenAI’s New AI Learned To Play Minecraft! ⛏

❤️ Come work for Weights & Biases! Check out open roles at https://wandb.me/jobs ❤️ Check out Weights & Biases and say hi in their community forum here: https://wandb.me/paperforum 📝 The paper “Learning to Play Minecraft with Video PreTraining (VPT)” is available here: https://openai.com/blog/vpt/ ❤️ Watch these videos in early access on our Patreon page or […]

Causal Conceptions of Fairness and their Consequences with Sharad Goel – #586

Today we close out our ICML 2022 coverage joined by Sharad Goel, a professor of public policy at Harvard University. In our conversation with Sharad, we discuss his Outstanding Paper award winner Causal Conceptions of Fairness and their Consequences, which seeks to understand what it means to apply causality to the idea of fairness in […]

Two Minute Papers: OpenAI’s DALL-E 2: Top 5 New Results! 🤯

❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambdalabs.com/papers 📝 The paper “Hierarchical Text-Conditional Image Generation with CLIP Latents” is available here: https://openai.com/dall-e-2/ ❤️ Watch these videos in early access on our Patreon page or join us here on YouTube: – https://www.patreon.com/TwoMinutePapers – https://www.youtube.com/channel/UCbfYPyITQ-7l4upoX8nvctg/join Ladybug inpainting: https://www.reddit.com/r/dalle2/comments/veznq2/using_dalles_inpainting_feature_to_fix_up_my/ Michelangelo: https://twitter.com/FLKDayton/status/1543261364315193346 Mona Lisa: […]

The Evolution of Machine Learning Platforms at Facebook (Webcast)

ML has several applications for businesses, but Meta – the world’s largest social network – is implementing it in nearly every part of its platform. Their internal ML platform FBLearner Flow is able to personalize news feeds, rank search results, filter out offensive content, and much more, and has become one of Meta’s most widely […]

SingularityNET: 2022 Mid Year Update and Financial Report AMA

Following the release of the 2021 financial report we received a lot of questions and we thank you for your engagement! On Wednesday, August 3rd we held an AMA session to address as many of them as possible. This session was led by Dr. Ben Goertzel, CEO of SingularityNET and Janet Adams, COO of SingularityNET. […]

Accelerating Your AI Career

Welcome! – This is an interactive panel discussion on Accelerating Your AI Career. In this session, you will meet industry and academic leaders, and hear their stories and insights on career professional development in AI and the future of AI. Special thanks to Coursera and Stanford Online for co-hosting the event with us! We will […]

What Lightning Apps Can Do

This is an excerpt from the opening keynote at Lightning DevCon featuring Lightning AI Tech Lead Thomas Chaton. Build in days not months with the most intuitive, flexible framework for building models and Lightning Apps (ie: ML workflow templates) which “glue” together your favorite ML lifecycle tools: https://lightning.ai/ Source of this PyTorch Lightning Video

Brain-Inspired Hardware and Algorithm Co-Design with Melika Payvand – #585

Today we continue our ICML coverage joined by Melika Payvand, a research scientist at the Institute of Neuroinformatics at the University of Zurich and ETH Zurich. Melika spoke at the Hardware Aware Efficient Training (HAET) Workshop, delivering a keynote on Brain-inspired hardware and algorithm co-design for low power online training on the edge. In our […]