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| dino: | |
| head_n_prototypes: 131072 | |
| head_bottleneck_dim: 384 | |
| ibot: | |
| separate_head: true | |
| head_n_prototypes: 131072 | |
| train: | |
| batch_size_per_gpu: 32 | |
| dataset_path: ImageNet22k | |
| centering: sinkhorn_knopp | |
| student: | |
| arch: vit_large | |
| patch_size: 14 | |
| drop_path_rate: 0.4 | |
| ffn_layer: swiglufused | |
| block_chunks: 4 | |
| teacher: | |
| momentum_teacher: 0.994 | |
| optim: | |
| epochs: 500 | |
| weight_decay_end: 0.2 | |
| base_lr: 2.0e-04 # learning rate for a batch size of 1024 | |
| warmup_epochs: 80 | |
| layerwise_decay: 1.0 | |
| crops: | |
| local_crops_size: 98 |