disable random resize crop + ft config

2026-05-16 11:04:00 +02:00
parent 06f0c3fa78
commit 4df162180e
5 changed files with 63 additions and 2 deletions
@@ -0,0 +1,49 @@
+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
+
+data:
+  batch_size: 128
+  root_path: ./wilds_data
+  num_workers: 10
+  pin_mem: true
+  crop_size: 224
+  crop_scale: [0.3, 1.0]
+  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 # 'adamw' or 'sgd'
+  freeze_weights: true # true for linear probing, false for full fine-tuning
+  epochs: 300 # can be set higher if early_stopping
+  lr: 5.0e-4
+  weight_decay: 1.0e-2
+  use_cosine_schedule: true
+  start_lr: 0.0001
+  final_lr: 1.0e-06
+  warmup: 5
+  ipe_scale: 1.0
+  early_stopping:
+    enabled: true
+    patience: 10
+    min_delta: 1.0e-4
+    min_epochs: 15
+    restore_best_weights: true
+
+validation:
+  eval_every: 1
+
+logging:
+  folder: experiment_logs/supervised-vith14.224-bs.128-ep.300-lp/
+  write_tag: linear_probe