diff options
Diffstat (limited to 'training/conf/callbacks/wandb')
| -rw-r--r-- | training/conf/callbacks/wandb/checkpoints.yaml | 4 | ||||
| -rw-r--r-- | training/conf/callbacks/wandb/config.yaml | 2 | ||||
| -rw-r--r-- | training/conf/callbacks/wandb/predictions.yaml | 3 | ||||
| -rw-r--r-- | training/conf/callbacks/wandb/reconstructions.yaml | 4 | ||||
| -rw-r--r-- | training/conf/callbacks/wandb/swa.yaml | 7 | ||||
| -rw-r--r-- | training/conf/callbacks/wandb/watch.yaml | 4 |
6 files changed, 24 insertions, 0 deletions
diff --git a/training/conf/callbacks/wandb/checkpoints.yaml b/training/conf/callbacks/wandb/checkpoints.yaml new file mode 100644 index 0000000..a4a16ff --- /dev/null +++ b/training/conf/callbacks/wandb/checkpoints.yaml @@ -0,0 +1,4 @@ +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 new file mode 100644 index 0000000..747a7c6 --- /dev/null +++ b/training/conf/callbacks/wandb/config.yaml @@ -0,0 +1,2 @@ +upload_code_as_artifact: + _target_: callbacks.wandb_callbacks.UploadConfigAsArtifact diff --git a/training/conf/callbacks/wandb/predictions.yaml b/training/conf/callbacks/wandb/predictions.yaml new file mode 100644 index 0000000..573fa96 --- /dev/null +++ b/training/conf/callbacks/wandb/predictions.yaml @@ -0,0 +1,3 @@ +log_text_predictions: + _target_: callbacks.wandb_callbacks.LogTextPredictions + num_samples: 8 diff --git a/training/conf/callbacks/wandb/reconstructions.yaml b/training/conf/callbacks/wandb/reconstructions.yaml new file mode 100644 index 0000000..92f2d12 --- /dev/null +++ b/training/conf/callbacks/wandb/reconstructions.yaml @@ -0,0 +1,4 @@ +log_image_reconstruction: + _target_: callbacks.wandb_callbacks.LogReconstuctedImages + num_samples: 8 + use_sigmoid: true diff --git a/training/conf/callbacks/wandb/swa.yaml b/training/conf/callbacks/wandb/swa.yaml new file mode 100644 index 0000000..73f8c66 --- /dev/null +++ b/training/conf/callbacks/wandb/swa.yaml @@ -0,0 +1,7 @@ +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/watch.yaml b/training/conf/callbacks/wandb/watch.yaml new file mode 100644 index 0000000..511608c --- /dev/null +++ b/training/conf/callbacks/wandb/watch.yaml @@ -0,0 +1,4 @@ +watch_model: + _target_: callbacks.wandb_callbacks.WatchModel + log: all + log_freq: 100 |