| adam_beta1: 0.9 | |
| adam_beta2: 0.999 | |
| adam_epsilon: 1.0e-08 | |
| adam_weight_decay: 0.01 | |
| allow_tf32: false | |
| center_crop: false | |
| checkpointing_steps: 500 | |
| checkpoints_total_limit: null | |
| class_data_dir: null | |
| class_prompt: null | |
| crops_coords_top_left_h: 0 | |
| crops_coords_top_left_w: 0 | |
| dataloader_num_workers: 0 | |
| enable_xformers_memory_efficient_attention: false | |
| gradient_accumulation_steps: 4 | |
| gradient_checkpointing: false | |
| hub_model_id: null | |
| hub_token: null | |
| instance_data_dir: data/DR_img_left_resize | |
| instance_prompt: sks fundus | |
| learning_rate: 0.0001 | |
| local_rank: 0 | |
| logging_dir: logs | |
| lr_num_cycles: 1 | |
| lr_power: 1.0 | |
| lr_scheduler: constant | |
| lr_warmup_steps: 10 | |
| max_grad_norm: 1.0 | |
| max_train_steps: 500 | |
| mixed_precision: bf16 | |
| num_class_images: 100 | |
| num_train_epochs: 10 | |
| num_validation_images: 4 | |
| output_dir: lora-trained-xl | |
| pretrained_model_name_or_path: stabilityai/stable-diffusion-xl-base-1.0 | |
| pretrained_vae_model_name_or_path: null | |
| prior_generation_precision: null | |
| prior_loss_weight: 1.0 | |
| push_to_hub: true | |
| report_to: tensorboard | |
| resolution: 1024 | |
| resume_from_checkpoint: null | |
| revision: null | |
| sample_batch_size: 4 | |
| scale_lr: false | |
| seed: 0 | |
| train_batch_size: 4 | |
| train_text_encoder: false | |
| use_8bit_adam: false | |
| validation_epochs: 25 | |
| validation_prompt: sks fundus | |
| with_prior_preservation: false | |