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Commit History
Message Author SHA1 Date
Bump bs to 64 for inference   Christian Werner 2 years ago
Add new best model and disable SWA in config   Christian Werner 2 years ago
Make loss terms configurable   Christian Werner 2 years ago
Add SWA, gradient_clipping and new max epochs to config   Christian Werner 2 years ago
Move epsilon in gdl formula to avoid NaN   Christian Werner 2 years ago
Change model checkpoint criterium to max(dice)   Christian Werner 2 years ago
Add new best model   Christian Werner 2 years ago
Reduce default batch_size to 32   Christian Werner 2 years ago
Make ENet-b5 new default encoder   Christian Werner 2 years ago
Add learning_rate_monitor callback to observe lr scheduler in w&b   Christian Werner 2 years ago
New combo loss - now includes focal_loss again and down-weights dice_loss with 0.1 in total_loss   Christian Werner 2 years ago
Disable simplex check for now. Remove this properly later   Christian Werner 2 years ago
Add boundary loss - needs a cleanup and refactoring   Christian Werner 2 years ago
Update protocol.md   Christian Werner 2 years ago
Update protocol.md   Christian Werner 2 years ago
Create protocol.md   Christian Werner 2 years ago
Update README.md   Christian Werner 2 years ago
Rerun inference for all 4 years, update the normalization settings in the data section and cleanup inference stats code   Christian Werner 2 years ago
Add 2018 and 2020 data for inference (#63)   cwerner 2 years ago
Update readme (#62)   cwerner 2 years ago
Update inference (#61)   cwerner 2 years ago
Add combo dataset (balanced+random) with 256 shard size and make this the new default config (#59)   cwerner 2 years ago
This is a temporary fix to cope with API changes of webdataset >0.1.62 (issue #48)   Christian Werner 2 years ago
Merge branch 'main' of https://github.com/cwerner/deadtrees into main   Christian Werner 2 years ago
Fix single dataset loading (#58)   cwerner 2 years ago
Add new bestmodel   Christian Werner 2 years ago
Preprocessing v2 (#53)   cwerner 2 years ago
Multi dataset training (inkl. new NIR channel) and other improvements (#50)   cwerner 2 years ago
Slurm sweep (#45)   cwerner 2 years ago
Add missing modules file   Christian Werner 2 years ago