Commit Graph

8 Commits

Author SHA1 Message Date
Aidan Dempster
4145474bab Improved upsampler training (#181)
Sampling is now possible without the first decoder unet

Non-training unets are deleted in the decoder trainer since they are never used and it is harder merge the models is they have keys in this state dict

Fixed a mistake where clip was not re-added after saving
2022-07-19 19:07:50 -07:00
Aidan Dempster
f97e55ec6b Quality of life improvements for tracker savers (#210)
The default save location is now none so if keys are not specified the
corresponding checkpoint type is not saved.

Models and checkpoints are now both saved with version number and the
config used to create them in order to simplify loading.

Documentation was fixed to be in line with current usage.
2022-07-19 17:50:18 -07:00
Aidan Dempster
a71f693a26 Add the ability to auto restart the last run when started after a crash (#191)
* Added autoresume after crash functionality to the trackers

* Updated documentation

* Clarified what goes in the autorestart object

* Fixed style issues

Unraveled conditional block

Chnaged to using helper function to get step count
2022-07-08 13:35:40 -07:00
Aidan Dempster
27b0f7ca0d Overhauled the tracker system (#172)
* Overhauled the tracker system
Separated the logging and saving capabilities
Changed creation to be consistent and initializing behavior to be defined by a class initializer instead of in the training script
Added class separation between different types of loaders and savers to make the system more verbose

* Changed the saver system to only save the checkpoint once

* Added better error handling for saving checkpoints

* Fixed an error where wandb would error when passed arbitrary kwargs

* Fixed variable naming issues for improved saver
Added more logging during long pauses

* Fixed which methods need to be dummy to immediatly return
Added the ability to set whether you find unused parameters

* Added more logging for when a wandb loader fails
2022-07-01 09:39:40 -07:00
Ryan Russell
1cc288af39 Improve Readability (#133)
Signed-off-by: Ryan Russell <git@ryanrussell.org>
2022-06-01 13:28:02 -07:00
Phil Wang
5c397c9d66 move neural network creations off the configuration file into the pydantic classes 2022-05-22 19:18:18 -07:00
Phil Wang
a1ef023193 use pydantic to manage decoder training configs + defaults and refactor training script 2022-05-22 14:27:40 -07:00
Aidan Dempster
022c94e443 Added single GPU training script for decoder (#108)
Added config files for training

Changed example image generation to be more efficient

Added configuration description to README

Removed unused import
2022-05-20 19:46:19 -07:00