12 files changed, 2 insertions, 59 deletions
diff --git a/training/conf/callbacks/checkpoint.yaml b/training/conf/callbacks/checkpoint.yaml
deleted file mode 100644
index b4101d8..0000000
--- a/training/conf/callbacks/checkpoint.yaml
+++ /dev/null
@@ -1,9 +0,0 @@
-model_checkpoint:
-  _target_: pytorch_lightning.callbacks.ModelCheckpoint
-  monitor: val/loss # name of the logged metric which determines when model is improving
-  save_top_k: 1 # save k best models (determined by above metric)
-  save_last: true # additionaly always save model from last epoch
-  mode: min # can be "max" or "min"
-  verbose: false
-  dirpath: checkpoints/
-  filename: "{epoch:02d}"
diff --git a/training/conf/callbacks/default.yaml b/training/conf/callbacks/default.yaml
index 658fc03..c184039 100644
--- a/training/conf/callbacks/default.yaml
+++ b/training/conf/callbacks/default.yaml
@@ -1,3 +1,3 @@
 defaults:
-  - checkpoint
-  - learning_rate_monitor
+  - lightning: checkpoint
+  - lightning: learning_rate_monitor
diff --git a/training/conf/callbacks/early_stopping.yaml b/training/conf/callbacks/early_stopping.yaml
deleted file mode 100644
index a188df3..0000000
--- a/training/conf/callbacks/early_stopping.yaml
+++ /dev/null
@@ -1,6 +0,0 @@
-early_stopping:
-  _target_: pytorch_lightning.callbacks.EarlyStopping
-  monitor: val/loss # name of the logged metric which determines when model is improving
-  patience: 16 # how many epochs of not improving until training stops
-  mode: min # can be "max" or "min"
-  min_delta: 0 # minimum change in the monitored metric needed to qualify as an improvement
diff --git a/training/conf/callbacks/learning_rate_monitor.yaml b/training/conf/callbacks/learning_rate_monitor.yaml
deleted file mode 100644
index 4a14e1f..0000000
--- a/training/conf/callbacks/learning_rate_monitor.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-learning_rate_monitor:
-  _target_: pytorch_lightning.callbacks.LearningRateMonitor
-  logging_interval: step
-  log_momentum: false
diff --git a/training/conf/callbacks/swa.yaml b/training/conf/callbacks/swa.yaml
deleted file mode 100644
index 73f8c66..0000000
--- a/training/conf/callbacks/swa.yaml
+++ /dev/null
@@ -1,7 +0,0 @@
-stochastic_weight_averaging:
-  _target_: pytorch_lightning.callbacks.StochasticWeightAveraging
-  swa_epoch_start: 0.8
-  swa_lrs: 0.05
-  annealing_epochs: 10
-  annealing_strategy: cos
-  device: null
diff --git a/training/conf/callbacks/wandb_checkpoints.yaml b/training/conf/callbacks/wandb_checkpoints.yaml
deleted file mode 100644
index a4a16ff..0000000
--- a/training/conf/callbacks/wandb_checkpoints.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-upload_ckpts_as_artifact:
-  _target_: callbacks.wandb_callbacks.UploadCheckpointsAsArtifact
-  ckpt_dir: checkpoints/
-  upload_best_only: true
diff --git a/training/conf/callbacks/wandb_config.yaml b/training/conf/callbacks/wandb_config.yaml
deleted file mode 100644
index 747a7c6..0000000
--- a/training/conf/callbacks/wandb_config.yaml
+++ /dev/null
@@ -1,2 +0,0 @@
-upload_code_as_artifact:
-  _target_: callbacks.wandb_callbacks.UploadConfigAsArtifact
diff --git a/training/conf/callbacks/wandb_htr.yaml b/training/conf/callbacks/wandb_htr.yaml
deleted file mode 100644
index f8c1ef7..0000000
--- a/training/conf/callbacks/wandb_htr.yaml
+++ /dev/null
@@ -1,6 +0,0 @@
-defaults:
-  - default
-  - wandb_watch
-  - wandb_config 
-  - wandb_checkpoints
-  - wandb_htr_predictions
diff --git a/training/conf/callbacks/wandb_htr_predictions.yaml b/training/conf/callbacks/wandb_htr_predictions.yaml
deleted file mode 100644
index 468b6e0..0000000
--- a/training/conf/callbacks/wandb_htr_predictions.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-log_text_predictions:
-  _target_: callbacks.wandb_callbacks.LogTextPredictions
-  num_samples: 8
-  log_train: false
diff --git a/training/conf/callbacks/wandb_image_reconstructions.yaml b/training/conf/callbacks/wandb_image_reconstructions.yaml
deleted file mode 100644
index fabfe31..0000000
--- a/training/conf/callbacks/wandb_image_reconstructions.yaml
+++ /dev/null
@@ -1,5 +0,0 @@
-log_image_reconstruction:
-  _target_: callbacks.wandb_callbacks.LogReconstuctedImages
-  num_samples: 8
-  log_train: true
-  use_sigmoid: true
diff --git a/training/conf/callbacks/wandb_vae.yaml b/training/conf/callbacks/wandb_vae.yaml
deleted file mode 100644
index ffc467f..0000000
--- a/training/conf/callbacks/wandb_vae.yaml
+++ /dev/null
@@ -1,6 +0,0 @@
-defaults:
-  - default
-  - wandb_watch
-  - wandb_checkpoints
-  - wandb_image_reconstructions
-  - wandb_config 
diff --git a/training/conf/callbacks/wandb_watch.yaml b/training/conf/callbacks/wandb_watch.yaml
deleted file mode 100644
index 511608c..0000000
--- a/training/conf/callbacks/wandb_watch.yaml
+++ /dev/null
@@ -1,4 +0,0 @@
-watch_model:
-  _target_: callbacks.wandb_callbacks.WatchModel
-  log: all
-  log_freq: 100