Offline dengan aplikasi Player FM !
Functional modules
Manage episode 296821911 series 2921809
Functional modules are a proposed mechanism to take PyTorch's existing NN module API and transform it into a functional form, where all the parameters are explicit argument. Why would you want to do this? What does functorch have to do with it? How come PyTorch's existing APIs don't seem to need this? What are the design problems?
Further reading.
- Proposal in GitHub issues https://github.com/pytorch/pytorch/issues/49171
- Linen design in flax https://flax.readthedocs.io/en/latest/design_notes/linen_design_principles.html
82 episode
Manage episode 296821911 series 2921809
Functional modules are a proposed mechanism to take PyTorch's existing NN module API and transform it into a functional form, where all the parameters are explicit argument. Why would you want to do this? What does functorch have to do with it? How come PyTorch's existing APIs don't seem to need this? What are the design problems?
Further reading.
- Proposal in GitHub issues https://github.com/pytorch/pytorch/issues/49171
- Linen design in flax https://flax.readthedocs.io/en/latest/design_notes/linen_design_principles.html
82 episode
Semua episode
×Selamat datang di Player FM!
Player FM memindai web untuk mencari podcast berkualitas tinggi untuk Anda nikmati saat ini. Ini adalah aplikasi podcast terbaik dan bekerja untuk Android, iPhone, dan web. Daftar untuk menyinkronkan langganan di seluruh perangkat.