George Hotz Programming Teenygrad Because Tinygrad Is 4317 Lines Now Github comtinygrad

Date of the stream 20 Aug 2023.. from $1250 buy https://comma.ai/shop/comma-3x u0026 best ADAS system in the world https://openpilot.comma.ai. Live-stream chat added as Subtitles/CC – English (Twitch Chat) – at the bottom – Show Transcript. . Sources:. – https://github.com/tinygrad/teenygrad. – https://github.com/geohot/tinygrad. – http://www.incompleteideas.net/IncIdeas/BitterLesson.html. – https://en.wikipedia.org/wiki/Heat_death_of_the_universe. – https://users.ece.cmu.edu/~gamvrosi/thelastq.html. Follow for notifications:. – https://twitch.tv/georgehotz. Support George:. – https://twitch.tv/subs/georgehotz. Pre-order tinybox:. – https://buy.stripe.com/5kAaGL6lk9uX9nW144 (https://tinygrad.org/). . Chapters:. 00:00:00 muted intro. 00:00:35 un-muted. 00:01:23 teenygrad. 00:01:44 staying on topic. 00:02:15 tensor.py. 00:04:55 renaming to teenygrad. 00:08:55 DType out of control. 00:12:08 bad chat comment trigger. 00:12:50 teenygrad.mlops. 00:17:50 teenygrad.state. 00:19:50 better ways to write software. 00:23:00 intro for new people, factor graph, clean APIs. 00:23:33 the most beautiful file in tinygrad mlops. 00:24:45 bad files in tinygrad. 00:26:20 object has no attribute reshape. 00:29:20 lazybuffer object has no attribute dtype. 00:33:40 pretty-errors. 00:40:40 humans bad at software development. 00:46:05 object lazybuffer has no attribute fromcpu. 00:51:35 intro for new people again. 00:53:15 python max magic method. 00:57:50 pretty syntactic sugar. 01:00:05 flag to error fast. 01:02:10 main, master. 01:08:05 coin boys. 01:09:15 world always trying to exploit, manipulate you. 01:11:10 tensor has no attribute cpu. 01:11:48 loss nan. 01:14:42 accuracy going up. 01:15:35 830 lines. 01:17:40 can we make llama work?, stable diffusion. 01:19:43 do we even need flip. 01:22:05 it’s cheating if you use pytorch. 01:22:50 llama needs float16. 01:30:24 bug in tinygrad. 01:36:10 math imports. 01:37:01 google engineers. 01:38:25 can someone write this in tinygrad that does not use numpy. 01:40:10 cifar 10. 01:42:15 spending lines on speed. 01:43:10 teenygrad tinygrad front end used independently of everything else. 01:44:43 web gpu kernels. 01:45:03 The bitter lesson by Rich Sutton. 01:46:10 Rich Sutton technical, Robin Hanson economics, AI doom. 01:46:30 climate doom. 01:47:20 heat death of the universe. 01:47:30 The last question Isaac Asimov. 01:49:30 if you understand teenygrad you are on your way to understand tinygrad. 01:51:40 letting nun subs talk. 01:53:17 what is the point?. 02:00:40 lies in the read me. 02:03:45 you just do not undestand. 02:04:49 where is my hurricane. 02:05:50 thank you for watching the stream. 02:06:55 manifold george yudkowsky. 02:08:04 the beginning of infinity David Deutsch. 02:08:14 doomers, yudkowsky smart. 02:08:40 people played this game before. 02:10:10 new addition on geohot.com. . 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://github.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.