GilesStrong/lumin: v0.7.1 - All your batch are belong to us - Micro Update
| Main Author: | GilesStrong |
|---|---|
| Format: | info software Journal |
| Terbitan: |
, 2020
|
| Online Access: |
https://zenodo.org/record/4322959 |
Daftar Isi:
- v0.7.1 Important changes EvalMetrics revised to inherit from Callback and be called on validation data after every epoch. User-written EvalMetrics willneed to be adjusted to work with the new calling method: adjust evaluate method and constructor may need to be adjusted; see existing metrics to see how. Breaking eval_metrics argument in train_models renamed to metric_partials and now takes a list of partial EvalMetrics User-written EvalMetrics will need to be adjusted to work with the new calling method: adjust evaluate method and constructor may need to be adjusted; see existing metrics to see how. Additions OneCycle now has a cycle_ends_training which allows training to continue at the final LR and Momentum. keeping at default of True ends the training once the cycle is complete, as usual. to_np now returns None when input tensor is None plot_train_history now plots metric evolution for validation data Removals Fixes Model now creates cb_savepath is it didn't already exist Bug in PredHandler where predictions were kept on device leading to increased memory usage Version issue in matplotlib affecting plot positioning Changes Depreciations V0.8: All EvalMetrics depreciated with metric system. They have been copied and renamed to Old* for compatibility with the old model training system. OldEvalMetric: Replaced by EvalMetric OldMultiAMS: Replaced by MultiAMS OldAMS: Replaced by AMS OldRegPull: Replaced by RegPull OldRegAsProxyPull: Replaced by RegAsProxyPull OldRocAucScore: Replaced by RocAucScore OldBinaryAccuracy: Replaced by BinaryAccuracy Comments