Github search needs some nudging. github.com/pytorch/pytorch/p… github.com/pytorch/pytorch/c…

The Nvidia Tensor Core is the most important evolution of computer architecture in the last decade We explain why / how it's evolved Shout out to collaborators @bfspector @tri_dao @colfaxintl @charles_irl @ia_buck Neil Movva Jonah Alben esp @simonguozirui for the cutest cover pic

Full Speaker List: Mark Saroufim of GPU Mode @marksaroufim Vijay Thakkar of Nvidia CUTLASS @__tensorcore__ Horace He of Thinking Machines @cHHillee Philippe Tillet of OpenAI Tri Dao of TogetherAI @tri_dao

Speakers include Philippe Tillet of OpenAI, @tri_dao of TogetherAI, @cHHillee of Thinking Machines, and more. Sponsors: @togethercompute , @LambdaAPI , @googlecloud, @nvidia, @GPU_MODE, @thinkymachines, @OpenAI, @PyTorch, @CoreWeave, @nebiusai. Apply now! semianalysis.com/hackathon-2…

SemiAnalysis is hosting an Nvidia Blackwell GPU Hackathon on Sunday March 16th. It is the ultimate playground for Blackwell PTX tech enthusiasts, offering hands-on exploration of Blackwell & PTX infrastructure while collaborating on open-source projects.

Here's the links for my 5-hour conversation on the future of AI with @dylan522p and @natolambert: YouTube: youtube.com/watch?v=_1f-o0nq… Spotify: open.spotify.com/show/2MAi0B… Podcast: lexfridman.com/podcast

BG2. AI Compute Landscape ‘25-26, scaling intelligence, chip competition, memory tech, inference time reasoning & more. 👊💥@altcap @bgurley feat @dylan522p

Met with @LisaSu today for 1.5 hours as we went through everything She acknowledged the gaps in AMD software stack She took our specific recommendations seriously She asked her team and us a lot of questions Many changes are in flight already! Excited to see improvements coming

MI300X vs H100 vs H200 Benchmark Part 1: Training CUDA Moat Still Alive Our 5 month journey conducting independent analysis benchmarking User Experience, Usability GEMM attention InfiniBand vs Spectrum-X vs RoCEv2 Ethernet SHARP Total Cost of Ownership semianalysis.com/2024/12/22/…

Happening now - the Thrilla on Chinchilla Latent Space LIVE! - Best of 2024: Startups, Vision, Open Src, Reasoning... youtube.com/live/wT636THdZZo… via @YouTube

1/4 - Chevron deference has just been struck down by the US Supreme Court. What is it and how does it affect semiconductor companies? ⬇️ Under that 40-yr-old legal doctrine, US federal agencies had the power to create their own rules & regulations when a law is ambiguous. In our industry, this is particularly relevant for technology export controls – agencies were in the driver’s seat and didn’t have to worry about being challenged in Court. This is now over, and the power has been handed back to the Court system after the Supreme Court’s ruling in Loper Bridge Enterprises v Raimondo.

Peeling away the layers of the 30x Performance Gains Onion semianalysis.com/p/nvidia-bl…

NVL72 is not the optical Bogeyman you should be watching out for. Read more about the Real Optical Bogeyman below: semianalysis.com/p/nvidias-o…

open.substack.com/pub/semian… CXL is dead in the AI era. RIP CXL.