Commit Graph

27 Commits

Author SHA1 Message Date
75da450720 Add resumable exposure autoencoder training 2026-07-10 05:32:24 +08:00
e439c3c98c Use precomputed exposure embeddings 2026-07-09 16:49:49 +08:00
552e09aa01 Expose TimesNet internal dimension 2026-07-09 16:22:34 +08:00
8078fcb835 Fix DDP parameter and gradient layouts 2026-07-09 16:19:49 +08:00
ed8537fb3e Add distributed end-to-end training 2026-07-09 16:05:18 +08:00
5a3122c965 Optimize exposure autoencoder distributed training 2026-07-09 15:44:21 +08:00
f7fb6b7718 Lighten TimesNet exposure backbone 2026-07-09 14:23:28 +08:00
54fedc620b Align autoencoder splits and add multi-GPU training 2026-07-09 13:31:24 +08:00
8a083ed538 Add exposure autoencoder pretraining 2026-07-09 13:15:57 +08:00
8976f1ed89 Fix exposure encoding in DataParallel 2026-07-09 10:47:23 +08:00
4c60dbb9d9 Support multi-GPU next-step training 2026-07-08 18:24:59 +08:00
b5c6e4f815 Load exposure cache into memory 2026-07-08 17:57:31 +08:00
a35f1117c0 Parallelize exposure cache reads 2026-07-08 16:34:28 +08:00
efba7ac306 Write exposure windows sequentially 2026-07-08 13:04:32 +08:00
14eccc91f9 Optimize eid exposure cache build 2026-07-08 12:50:39 +08:00
46d530fad0 Use eid-aligned exposure cache 2026-07-08 12:17:30 +08:00
642e8aad67 Import json in train utilities 2026-07-08 11:45:43 +08:00
1ac809a17d Add UKB eid splits 2026-07-08 11:36:54 +08:00
b5f653007f Parallelize exposure index preparation 2026-07-08 11:20:00 +08:00
2388d81678 Optimize exposure index training IO 2026-07-08 11:10:56 +08:00
1288087959 Use parquet index for exposure cache 2026-07-08 11:03:45 +08:00
84f2d2585c Clean basic info preparation 2026-07-08 10:38:22 +08:00
0546cfc1e0 Implement code changes to enhance functionality and improve performance 2026-07-08 10:35:27 +08:00
45a857d1a6 Add exposure cache and keep absolute time only 2026-07-07 17:21:52 +08:00
a0379daf29 Remove extra info token pathway 2026-07-07 16:57:49 +08:00
6dfeb5a696 Add TimesNet exposure encoder 2026-07-07 16:40:43 +08:00
e110e99f66 Initial DeepHealthExpo next-token codebase 2026-07-07 15:43:11 +08:00