| sam: | |
| img_size: 512 | |
| num_classes: 2 | |
| sam_type: "base" | |
| img_type: 'image' | |
| arch: "Prompt Adapted SAM" | |
| use_fdn: False | |
| decoder_training: 'none' | |
| mlp_transform: False | |
| prompts: | |
| USE_TEXT_PROMPT: True | |
| NUM_TEXT_REPEAT: 1 | |
| USE_IMAGE_PROMPT: False | |
| USE_SLICE_NUM: False | |
| LOCATION: 'prepend' | |
| DROPOUT: 0 | |
| NUM_TOKENS: 5 | |
| decoder_training: full | |
| prompt_encoder: full | |
| sam_encoder: full | |
| training: | |
| optimizer: 'adamw' | |
| lr: 1e-4 | |
| batch_size: 6 | |
| num_epochs: 500 | |
| schedule_step: 200 | |
| schedule_step_factor: 0.2 | |
| weight_decay: 1e-2 | |
| loss: 'focal+dice' | |
| reg_multiplier: 0 | |
| # use_lora: False |