|
{ |
|
"_name_or_path": "checkpoint-dinov2-base/model/checkpoint-37675", |
|
"architectures": [ |
|
"DINOv2" |
|
], |
|
"base_lr": 0.002, |
|
"batch_size": 4096, |
|
"center_momentum": 0.9, |
|
"clip_grad": 3.0, |
|
"depth": 12, |
|
"dino_head_n_prototypes": 65536, |
|
"dino_loss_weight": 1.0, |
|
"drop_path_rate": 0.3, |
|
"drop_path_uniform": false, |
|
"embed_dim": 768, |
|
"ffn_bias": true, |
|
"final_momentum_teacher": 1.0, |
|
"global_crops_scale": [ |
|
0.32, |
|
1.0 |
|
], |
|
"head_bottleneck_dim": 256, |
|
"head_hidden_dim": 2048, |
|
"head_nlayers": 3, |
|
"ibot_loss_weight": 1.0, |
|
"img_size": 224, |
|
"in_chans": 3, |
|
"init_values": null, |
|
"interpolate_antialias": false, |
|
"interpolate_offset": 0.1, |
|
"koleo_loss_weight": 0.1, |
|
"layerwise_decay": 0.9, |
|
"local_crops_number": 8, |
|
"local_crops_scale": [ |
|
0.05, |
|
0.32 |
|
], |
|
"local_crops_size": 96, |
|
"lr_warmup_percentile": 0.12, |
|
"min_lr": 1e-06, |
|
"mlp_ratio": 4.0, |
|
"momentum_teacher": 0.992, |
|
"num_heads": 12, |
|
"num_register_tokens": 4, |
|
"patch_embed_lr_mult": 0.2, |
|
"patch_size": 16, |
|
"proj_bias": true, |
|
"qkv_bias": true, |
|
"student_temp": 0.1, |
|
"teacher_temp": 0.07, |
|
"teacher_temp_warmup_percentile": 0.32, |
|
"torch_dtype": "float32", |
|
"transformers_version": "4.41.0", |
|
"warmup_teacher_temp": 0.04, |
|
"weight_decay": 0.04, |
|
"weight_decay_end": 0.4 |
|
} |
|
|