clean up configs

2026-07-06 11:53:54 +02:00
parent 3e588c616c
commit d053e0a8e0
8 changed files with 172 additions and 71 deletions
@@ -0,0 +1,48 @@
+meta:
+  model_name: vit_huge
+  embed_dim: 1280
+  load_checkpoint: true
+  checkpoint_folder: experiment_logs/vith14.224-bs.128-ep.300/
+  read_checkpoint: jepa-ep300.pth.tar
+  use_bfloat16: true
+  num_classes: 182
+  representation_type: last4_avgpool_concat
+  head_type: bn_linear
+
+data:
+  batch_size: 16
+  root_path: ./wilds_data
+  num_workers: 10
+  pin_mem: true
+  crop_size: 224
+  use_random_resized_crop: false
+  use_horizontal_flip: false
+  use_color_distortion: false
+  color_jitter_strength: 0.0
+  use_gaussian_blur: false
+
+mask:
+  patch_size: 14
+
+optimization:
+  optimizer: adamw
+  freeze_weights: true
+  epochs: 300
+  lr: 0.001
+  weight_decay: 5.0e-4
+  lr_schedule: cosine
+  gradient_accumulation_steps: 32
+  final_lr: 0.0
+  early_stopping:
+    enabled: true
+    patience: 10
+    min_delta: 1.0e-4
+    min_epochs: 15
+    restore_best_weights: true
+
+validation:
+  eval_every: 1
+
+logging:
+  write_tag: linear_probe
+  auto_folder: true