George Hotz | Programming | tinygrad refactoring (and maybe some JAX) | tinygrad.org | tinybox

Date of the stream 2 Dec 2023. from $1250 buy https://comma.ai/shop/comma-3x & 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/tinygrad - https://tinygrad.org/ (The tinybox) Hardware: - Apple M3 MAX - Logitech MX Anywhere - HHKB Professional 2 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 intro 00:01:35 responding to youtube comments 00:02:05 C. S. Lewis quote 00:03:05 physiology and sociology, wokeism, trans people 00:04:35 harvard, ivy league educational institutions 00:07:15 tesla cybertruck 00:08:40 communism, anarchy 00:10:15 based elon 00:10:40 Amouranth, Sky Bri 00:12:20 love, hate 00:13:35 refactor stream 00:14:05 beautiful.py 00:14:50 memory objects in opencl, buffers and images 00:16:00 dtype, cast_image, device hack 00:17:35 LRUAllocator 00:22:18 Clang operations, MallocAllocator 00:23:20 missing 1 required positional argument 00:27:40 this is the actual George's work 00:28:45 LazyBuffer problem 00:32:00 numpy 00:32:45 Alex 00:33:20 auto generated program, float 00:35:00 tinycorp second intern 00:36:40 TORCH=1 test_ops.py 00:38:15 adding cast 00:38:30 unreadable code 00:41:00 UnaryOps_CAST 00:42:10 DiskAllocator dtype 00:46:20 git push 00:47:00 letting everyone chat 00:47:30 be nice to people 00:47:50 what is AGI 00:48:20 why care about views 00:49:00 beautiful.py, tinygrad is a tensor library 00:51:00 ask good questions, anyone understand this? 00:54:45 memoryview cast 01:00:00 copyin function 01:03:50 buffer, JITRunner 01:05:00 The Device, LazyOp 01:10:40 renderer 01:12:25 current line count of tinygrad, hiball energy 01:18:00 questions? does this make sense? 01:20:40 FROM_BUFFER=1 examples coder.py 01:22:10 10 runtimes in tinygrad 01:26:50