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32 Commits
Author SHA1 Message Date
Dr. Kashif Rasul 0ab82da2cb use glutonts 0.8.0 and remove wandb 2021-07-06 13:16:48 +02:00
Kashif Rasul 5da3be5abd fix tqdm 2021-06-18 20:10:11 +02:00
Kashif Rasul 5b8dc69617 partially fix tqdm with validation dataset 2021-06-18 13:31:33 +02:00
Larkin Liu 4c066aa6cb Added validation set loss tracking (#47) 
* added validation loss print

* resolved batch index bug on validation set

* leave notebooks unchanged

* fixed bug using zip iteration

* tracking validation loss

* cleaned up and working validation tracker

* updates to validation tracker

* added torch no grad for validation

* updates to rolling inference

* updated working inference

* updated issue with causal deep ar lengths

* removed testing script
 2021-04-30 15:09:01 +02:00
Kashif Rasul 86c89c4f58 disable wandb by default 2021-02-15 11:53:10 +01:00
Kashif Rasul 908945b422 Time grad (#28) 
* initial uncond image gaussian diff

TODO make it work for multivariate vector
add conditioning

* remove tqdm

* initial unet

TODO convert to 1d conv

* initial time grad estimator

* initial training

* initial sampling

* added huber loss

* use SinusoidalPosEmb from wavegrad

* use time diff network

* fix reshaping

* fix missing property

* clip false

* updated api

* added padding

* added circular padding

* use linear schedule

* added more schedules

* added back cosine schedule

* Delete Solar-time-grad.ipynb

* updated estimator API

* not tuple

* renamed to EpsilonTheta

* removed

* added example notebook

* removed some output

* fix requirements

* formatting

* added more options to time-grad

* added article
 2021-02-11 10:09:25 +01:00
Dr. Kashif Rasul e656337f17 trying adam 2021-01-04 11:38:34 +01:00
Dr. Kashif Rasul dee1478463 stick with one cycle for now 2021-01-03 21:51:27 +01:00
Dr. Kashif Rasul 4a90f84c16 try one cycle lr 2021-01-03 21:36:47 +01:00
Dr. Kashif Rasul a025fa77d7 update schedular after each epoch 2021-01-03 21:21:44 +01:00
Dr. Kashif Rasul 827b496240 added schedular and gradient clipping 2021-01-03 21:11:41 +01:00
Dr. Kashif Rasul 1ac4bf70d9 added wandb 2020-12-23 16:15:50 +01:00
Dr. Kashif Rasul b9679a8f7e fixed trainer api 2020-12-23 12:20:26 +01:00
Dr. Kashif Rasul 2726bc94ec added back TransformedIterableDataset 2020-12-18 13:02:26 +01:00
Dr. Kashif Rasul b072ab227b initial gluonts dependency 2020-12-17 17:04:56 +01:00
Dr. Kashif Rasul cb012405bf optimized the imports 2020-03-30 13:01:08 +02:00
Dr. Kashif Rasul bab7adbc7e Revert "use tqdm.auto" 
This reverts commit ffb839dcd7.
 2020-01-31 17:22:49 +01:00
Dr. Kashif Rasul ffb839dcd7 use tqdm.auto 2020-01-31 17:09:06 +01:00
Dr. Kashif Rasul 79fba1fc26 log weights at the end of each epoch 2020-01-16 18:24:05 +01:00
Dr. Kashif Rasul 616ca73a68 comment out graph for now and close it at the end 2020-01-16 15:17:37 +01:00
Dr. Kashif Rasul 994f1202b7 added initial SummaryWriter 2020-01-16 14:34:50 +01:00
Dr. Kashif Rasul 891aec4812 pin memory false by default 2020-01-16 10:59:40 +01:00
Dr. Kashif Rasul 5eacc141ac typo 2020-01-16 10:33:52 +01:00
Dr. Kashif Rasul 00d790a66d use pytorch Dataloader and TransformedIterableDataset 2020-01-16 10:32:30 +01:00
Dr. Kashif Rasul eba1f50a6a add weight_decay to adam 2020-01-14 17:27:50 +01:00
Dr. Kashif Rasul 032f32faf0 black 2019-12-21 14:59:11 +01:00
Dr. Kashif Rasul df81b1ee97 print epoch_no while training 2019-12-17 15:03:29 +01:00
Dr. Kashif Rasul aa5d3962b9 no validation for now 2019-12-17 13:47:07 +01:00
Dr. Kashif Rasul 2f1ae46ce8 avg epoch loss 2019-12-17 13:41:16 +01:00
Dr. Kashif Rasul ab8f9f054e fixed imports 2019-11-01 13:17:41 +01:00
Kashif Rasul 5772c04ffe ran black 2019-10-30 09:42:02 +01:00
Dr. Kashif Rasul a3802d6585 initial trainer 2019-10-11 14:50:59 +02:00