From 902693e271572b694e395b076dbebdd845c3b500 Mon Sep 17 00:00:00 2001 From: Phil Wang Date: Sun, 1 May 2022 11:57:08 -0700 Subject: [PATCH] todo --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 539f55b..2ea3dc2 100644 --- a/README.md +++ b/README.md @@ -824,6 +824,7 @@ Once built, images will be saved to the same directory the command is invoked - [ ] become an expert with unets, cleanup unet code, make it fully configurable, port all learnings over to https://github.com/lucidrains/x-unet - [ ] copy the cascading ddpm code to a separate repo (perhaps https://github.com/lucidrains/denoising-diffusion-pytorch) as the main contribution of dalle2 really is just the prior network - [ ] transcribe code to Jax, which lowers the activation energy for distributed training, given access to TPUs +- [ ] pull logic for training diffusion prior into a class DiffusionPriorTrainer, for eventual script based + CLI based training - [ ] train on a toy task, offer in colab - [ ] think about how best to design a declarative training config that handles preencoding for prior and training of multiple networks in decoder - [ ] extend diffusion head to use diffusion-gan (potentially using lightweight-gan) to speed up inference