| { | |
| "output_dir": "exps", | |
| "exp_name": "sit-xl-1-dinov2-b-enc8-repae-invae-0.5-1.5-400k", | |
| "logging_dir": "logs", | |
| "report_to": "wandb", | |
| "sampling_steps": 10000, | |
| "resume_step": 0, | |
| "continue_train_exp_dir": null, | |
| "wandb_history_path": null, | |
| "model": "SiT-XL/1", | |
| "num_classes": 1000, | |
| "encoder_depth": 8, | |
| "qk_norm": false, | |
| "fused_attn": true, | |
| "bn_momentum": 0.1, | |
| "compile": true, | |
| "data_dir": "data", | |
| "resolution": 256, | |
| "batch_size": 256, | |
| "allow_tf32": true, | |
| "mixed_precision": "fp16", | |
| "epochs": 1400, | |
| "max_train_steps": 400000, | |
| "checkpointing_steps": 50000, | |
| "gradient_accumulation_steps": 1, | |
| "learning_rate": 0.0001, | |
| "adam_beta1": 0.9, | |
| "adam_beta2": 0.999, | |
| "adam_weight_decay": 0.0, | |
| "adam_epsilon": 1e-08, | |
| "max_grad_norm": 1.0, | |
| "seed": 0, | |
| "num_workers": 4, | |
| "path_type": "linear", | |
| "prediction": "v", | |
| "cfg_prob": 0.1, | |
| "enc_type": "dinov2-vit-b", | |
| "proj_coeff": 0.5, | |
| "weighting": "uniform", | |
| "vae": "f16d32", | |
| "vae_ckpt": "pretrained/invae/invae-f16d32.pt", | |
| "disc_pretrained_ckpt": "pretrained/invae/invae-f16d32-discriminator-ckpt.pt", | |
| "loss_cfg_path": "configs/l1_lpips_kl_gan.yaml", | |
| "vae_learning_rate": 0.0001, | |
| "disc_learning_rate": 0.0001, | |
| "vae_align_proj_coeff": 1.5 | |
| } |