התחל במצב לא מקוון עם האפליקציה Player FM !
PyTorch and Dex with Adam Paszke
Manage episode 371944415 series 2926987
Array Cast - July 21, 2023
Show Notes
Thanks to Bob Therriault, Conor Hoekstra, and Adam Paszke for gathering these links:
[01] 00:01:49 J on AWS
https://code.jsoftware.com/wiki/System/Installation/Cloud
KXcon '23 videos https://kx.com/kx-con-23-recordings/
KXcon '23 ArrayCast review episode https://www.arraycast.com/episodes/episode54-kxcon23
[02] 00:04:10 PyTorch https://pytorch.org/
Dex Programming Language
https://github.com/google-research/dex-lang/
Coursera https://www.coursera.org/
[03] 00:07:48 Torch7 https://github.com/torch/torch7
Torch
https://en.wikipedia.org/wiki/Torch_(machine_learning)
Lua Programming Language https://www.lua.org/
Python Programming Language https://www.python.org/
Alpha Go documentary https://en.wikipedia.org/wiki/AlphaGo_(film)
Tensorflow Programming Language https://www.tensorflow.org/
LuaJIT interpreter https://luajit.org/
[04] 00:15:43 Automatic differention https://en.wikipedia.org/wiki/Automatic_differentiation
[05] 00:18:25 GPU https://en.wikipedia.org/wiki/Graphics_processing_unit
TPU https://en.wikipedia.org/wiki/Tensor_Processing_Unit
4
[06] 00:20:56 Machine Learning https://en.wikipedia.org/wiki/Machine_learning
[07] 00:29:30 AutoGrad Library https://autograd.readthedocs.io/en/latest/
JAX https://github.com/google/jax
Vectorization https://en.wikipedia.org/wiki/Vectorization
[08] 00:33:10 Dex White Paper 4 pages https://openreview.net/pdf?id=rJxd7vsWPS
Dex White Paper 20 pages https://arxiv.org/pdf/2104.05372.pdf
Dex Tutorial https://google-research.github.io/dex-lang/examples/tutorial.html
MatLab Programming Language https://www.mathworks.com/products/matlab.html
[09] 00:35:40 Rank Polymorphism https://en.wikipedia.org/wiki/Parametric_polymorphism#Higher-rank_polymorphism
[10] 00:37:42 Futhark Programming Language https://futhark-lang.org/
Dex and Futhark https://futhark-lang.org/blog/2020-12-28-futhark-and-dex.html
ArrayCast Episode with Troels Henriksen https://www.arraycast.com/episodes/episode37-futhark
[11] 00:39:00 Haskell Programming Language https://www.haskell.org/
[12] 00:40:30 Ad Hoc Polymorphism https://en.wikipedia.org/wiki/Ad_hoc_polymorphism
Parametric Polymorphism https://en.wikipedia.org/wiki/Parametric_polymorphism
NumPy Python Library https://numpy.org/
[13] 00:46:15 CUDA GPU Language https://en.wikipedia.org/wiki/CUDA
[14] 00:53:13 XLA JAX compiler https://hpc.nih.gov/apps/JAX.html
[15] 00:56:57 Triton OpenAI https://openai.com/research/triton
[17] 01:01:44 Languish language tracker https://tjpalmer.github.io/languish/
LLMs https://en.wikipedia.org/wiki/Large_language_model
[18] 01:05:43 github/google/Jax
github/google-research/dex-lang
[19] 01:08:00 Nix https://docs.haskellstack.org/en/stable/nix_integration/
[20] 01:09:25 Adam's secret project - TBA
[21] 01:10:28 Contact AT ArrayCast DOT com
81 פרקים
Manage episode 371944415 series 2926987
Array Cast - July 21, 2023
Show Notes
Thanks to Bob Therriault, Conor Hoekstra, and Adam Paszke for gathering these links:
[01] 00:01:49 J on AWS
https://code.jsoftware.com/wiki/System/Installation/Cloud
KXcon '23 videos https://kx.com/kx-con-23-recordings/
KXcon '23 ArrayCast review episode https://www.arraycast.com/episodes/episode54-kxcon23
[02] 00:04:10 PyTorch https://pytorch.org/
Dex Programming Language
https://github.com/google-research/dex-lang/
Coursera https://www.coursera.org/
[03] 00:07:48 Torch7 https://github.com/torch/torch7
Torch
https://en.wikipedia.org/wiki/Torch_(machine_learning)
Lua Programming Language https://www.lua.org/
Python Programming Language https://www.python.org/
Alpha Go documentary https://en.wikipedia.org/wiki/AlphaGo_(film)
Tensorflow Programming Language https://www.tensorflow.org/
LuaJIT interpreter https://luajit.org/
[04] 00:15:43 Automatic differention https://en.wikipedia.org/wiki/Automatic_differentiation
[05] 00:18:25 GPU https://en.wikipedia.org/wiki/Graphics_processing_unit
TPU https://en.wikipedia.org/wiki/Tensor_Processing_Unit
4
[06] 00:20:56 Machine Learning https://en.wikipedia.org/wiki/Machine_learning
[07] 00:29:30 AutoGrad Library https://autograd.readthedocs.io/en/latest/
JAX https://github.com/google/jax
Vectorization https://en.wikipedia.org/wiki/Vectorization
[08] 00:33:10 Dex White Paper 4 pages https://openreview.net/pdf?id=rJxd7vsWPS
Dex White Paper 20 pages https://arxiv.org/pdf/2104.05372.pdf
Dex Tutorial https://google-research.github.io/dex-lang/examples/tutorial.html
MatLab Programming Language https://www.mathworks.com/products/matlab.html
[09] 00:35:40 Rank Polymorphism https://en.wikipedia.org/wiki/Parametric_polymorphism#Higher-rank_polymorphism
[10] 00:37:42 Futhark Programming Language https://futhark-lang.org/
Dex and Futhark https://futhark-lang.org/blog/2020-12-28-futhark-and-dex.html
ArrayCast Episode with Troels Henriksen https://www.arraycast.com/episodes/episode37-futhark
[11] 00:39:00 Haskell Programming Language https://www.haskell.org/
[12] 00:40:30 Ad Hoc Polymorphism https://en.wikipedia.org/wiki/Ad_hoc_polymorphism
Parametric Polymorphism https://en.wikipedia.org/wiki/Parametric_polymorphism
NumPy Python Library https://numpy.org/
[13] 00:46:15 CUDA GPU Language https://en.wikipedia.org/wiki/CUDA
[14] 00:53:13 XLA JAX compiler https://hpc.nih.gov/apps/JAX.html
[15] 00:56:57 Triton OpenAI https://openai.com/research/triton
[17] 01:01:44 Languish language tracker https://tjpalmer.github.io/languish/
LLMs https://en.wikipedia.org/wiki/Large_language_model
[18] 01:05:43 github/google/Jax
github/google-research/dex-lang
[19] 01:08:00 Nix https://docs.haskellstack.org/en/stable/nix_integration/
[20] 01:09:25 Adam's secret project - TBA
[21] 01:10:28 Contact AT ArrayCast DOT com
81 פרקים
Kaikki jaksot
×ברוכים הבאים אל Player FM!
Player FM סורק את האינטרנט עבור פודקאסטים באיכות גבוהה בשבילכם כדי שתהנו מהם כרגע. זה יישום הפודקאסט הטוב ביותר והוא עובד על אנדרואיד, iPhone ואינטרנט. הירשמו לסנכרון מנויים במכשירים שונים.