Commit Graph

9 Commits (4d135421a3c28e4de03388efceeace58239f1961)

Author SHA1 Message Date
Ross Wightman cda39b35bd Add a deprecation phase to module re-org 2022-12-09 14:39:45 -08:00
Ross Wightman 927f031293 Major module / path restructure, timm.models.layers -> timm.layers, add _ prefix to all non model modules in timm.models 2022-12-06 15:00:06 -08:00
Ross Wightman 372ad5fa0d Significant model refactor and additions:
* All models updated with revised foward_features / forward_head interface
* Vision transformer and MLP based models consistently output sequence from forward_features (pooling or token selection considered part of 'head')
* WIP param grouping interface to allow consistent grouping of parameters for layer-wise decay across all model types
* Add gradient checkpointing support to a significant % of models, especially popular architectures
* Formatting and interface consistency improvements across models
* layer-wise LR decay impl part of optimizer factory w/ scale support in scheduler
* Poolformer and Volo architectures added
2022-02-28 13:56:23 -08:00
Ross Wightman 6c17d57a2c Fix some attributions, add copyrights to some file docstrings 2020-07-27 13:44:56 -07:00
Ross Wightman 08016e839d Cleanup FeatureInfo getters, add TF models sourced Xception41/65/71 weights 2020-07-24 17:59:21 -07:00
Ross Wightman 4e61c6a12d Cleanup, refactoring of Feature extraction code, add tests, fix tests, non hook feature extraction working with torchscript 2020-07-20 16:10:31 -07:00
Ross Wightman 6eec3fb4a4 Move FeatureHooks into features.py, switch EfficientNet, MobileNetV3 to use build model helper 2020-07-19 15:00:43 -07:00
Ross Wightman 3b9004bef9 Lots of changes to model creation helpers, close to finalizing feature extraction / interfaces 2020-07-17 17:54:26 -07:00
Ross Wightman d23a2697d0 Working on feature extraction, interfaces refined, a number of models working, some in progress. 2020-06-29 18:18:59 -07:00