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Explore George Hotz | Programming | wednesday at tiny corp. ASTs, imagenet, and triton | from $1499 comma 3 with 48,925 views, 466 likes, and 69 comments. Experience the impact of this video content that has captured audience attention.

Date of stream 25 Jan 2023. from $1499 buy https://comma.ai/shop/comma-three Live-stream chat added as Subtitles/CC - English (Twitch Chat) - three-dot menu icon - Show transcript Source files: - https://github.com/geohot/tinygrad - https://americanaffairsjournal.org/2021/08/the-value-of-nothing-capital-versus-growth/ Follow for notifications: - https://twitch.tv/georgehotz Support George: - https://twitch.tv/subs/georgehotz Programming playlist: - https://www.youtube.com/playlist?list=PLzFUMGbVxlQs5s-LNAyKgcq5SL28ZLLKC Chapters: 00:00:00 intro 00:01:52 plan for today 00:03:10 preparing whiteboard 00:08:35 using triton 00:09:15 comma contracting tinycorp 00:11:30 qualcomm, tinycorp vs pytorch 2.0 00:12:15 ai chips, triton 00:12:52 jim keller, tenstorrent, shapeways 00:14:15 no ugly kernels, vs nvidia 00:15:05 scaling with gpu's, writing the right code 00:16:40 tinygrad kernel 00:18:35 tensor.py 00:21:00 onnx.py 00:21:20 tinygrad.org 00:22:40 easy to add backend 00:24:35 net.svg 00:27:57 alex 00:28:30 tinycorp needs to make money 00:29:35 tinygrad stable diffusion output 00:30:20 mlops.py 00:30:50 lazy.py 00:31:30 tinygrad vs pytorch 2.0 00:32:50 pytorch 2.0 00:33:10 250 vs 15 primitive operators 00:34:15 can tiny grad autdiff through exp(M) 00:35:50 frame evaluation api 00:36:34 pytorch inductor 00:37:00 zygote ad framework 00:37:45 writing a backend for pytorch 00:38:30 thinking what to do 00:39:50 torch inductor 00:40:35 not logging in to github 00:41:35 hope for tinygrad 00:45:10 trade offs 00:46:00 compile.py 00:47:35 mps support 00:50:25 NVIDIA_TF32_OVERRIDE 00:51:15 gpu vs cuda 00:51:54 3080 ti, reversing the ANE 00:52:13 library should be fast 00:54:40 ssh to ubuntu computer 00:55:08 poll slow kernel debug, python 3.12 upgrade, triton port 00:58:10 slow kernel debug 01:18:00 invalid command queue 01:29:00 copilot not good, thinking what to write 01:35:30 correct and faster 01:39:30 flip extra dimension indexing for speed 01:40:30 reduce error 01:49:15 explaining what group_for_reduce 01:51:10 hard to write 01:53:00 search space, should not write by hand 01:55:40 hard to implement search 01:56:30 bounty for $50 via paypal 01:57:40 kernel search is the way 01:58:40 explaining the search problem 02:07:35 search space 02:12:10 way slower 02:13:40 first restriction 02:18:00 kernel_search.py 02:24:05 ordering food 02:28:00 how will tinycorp make money 02:31:30 minimum contract price for tinycorp 02:32:05 aritter2 good search suggestions 02:34:10 first little attempt at search 02:42:00 optimise every op in isolation, A* 02:43:10 accessible to people 02:48:10 encouraging still take a week, upcast, shape must be ints and can't contain 0 02:51:35 complex google optimizer 02:54:40 why did I not do this sooner 02:58:25 a framework 03:00:35 cleanups 03:16:30 upcast, winning interventions 03:17:40 super promising, thank you to aritter2 03:18:55 programming competitions, aoc, project euler, ctf 03:21:35 computer security, info sec, bug bounty 03:23:04 not everyone is going to like you 03:24:35 nejintejag question shapes network effects function 03:26:20 reading youtube comments 03:27:00 compute for comma four, five, jim keller 03:28:20 can't buy qualcomm, nvidia chips, nvidia orin 03:33:30 amd accelerators, amd mi25, apple M2 chip 03:36:40 reading youtube comments, hard problem of consciousness 03:41:05 excited about search 03:41:55 moving to ukraine, joscha bach, emad mostaque 03:43:45 how I seduce my crush 03:44:10 no drugs, nostr 03:45:25 jesus, christian, catholic 03:46:45 jewish people smart, kanye west 03:47:50 bad culture, bad reach out to work at comma 03:48:50 openai, ai safety, working at comma 03:50:40 woke college culture, non-issues, marriage 03:54:10 people trying to change your culture, johnny hobo new mexico song 03:55:40 not eating meat, plants, math, the freshman requirements, main vs master 04:00:30 stupid topics, hitler lost the war, russia vs china, 10 lane highway 04:03:55 sovereign countries, unified world order, pollution in china 04:05:00 american culture, shapeways stock, spacs, elon WEF, tiktok, google, fb 04:07:20 offer to private equity firm for hostile takeover of shapeways 04:10:15 metaverse is lame, no comma 4, john carmack, AGI, among us vr, stream deck 04:13:25 comma body arm, the value of nothing capital versus growth, china, resurgence in ai, malaysia 04:18:25 leave comments in the video and we will answer them on next stream Official George Hotz communication channels: - https://geohot.com - https://twitter.com/realGeorgeHotz - https://instagram.com/georgehotz - https://tinygrad.org - https://geohot.github.io/blog - https://twitch.tv/georgehotz - https://github.com/geohot - https://youtube.com/geohot We archive George Hotz and comma.ai videos for fun. Follow for notifications: - https://twitter.com/geohotarchive Thank you for reading and using the SHOW MORE button. We hope you enjoy watching George's videos as much as we do. See you at the next video.

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