├── .gitignore ├── LICENSE ├── README.md ├── assets ├── SimDNIOv1_vitb16.txt ├── SimDNIOv2-vitb16.json └── pipelines.png ├── hubconf.py ├── prepare.py ├── requirements.txt ├── simdino ├── .gitignore ├── LICENSE ├── eval_knn.py ├── eval_linear.py ├── hubconf.py ├── main_dino.py ├── run_with_submitit.py ├── utils.py ├── video_generation.py ├── vision_transformer.py └── visualize_attention.py └── simdinov2 ├── LICENSE ├── __init__.py ├── configs ├── __init__.py ├── eval │ ├── vitb14_pretrain.yaml │ ├── vitb14_reg4_pretrain.yaml │ ├── vitb16_v1.yaml │ ├── vitg14_pretrain.yaml │ ├── vitg14_reg4_pretrain.yaml │ ├── vitl14_pretrain.yaml │ ├── vitl14_reg4_pretrain.yaml │ ├── vitl16_v1.yaml │ ├── vits14_pretrain.yaml │ └── vits14_reg4_pretrain.yaml ├── simdino_config.yaml ├── ssl_default_config.yaml └── train │ ├── vitb16.yaml │ ├── vitg14.yaml │ └── vitl14.yaml ├── data ├── __init__.py ├── adapters.py ├── augmentations.py ├── collate.py ├── datasets │ ├── __init__.py │ ├── decoders.py │ ├── extended.py │ ├── image_net.py │ └── image_net21k.py ├── loaders.py ├── masking.py ├── samplers.py └── transforms.py ├── distributed └── __init__.py ├── eval ├── __init__.py ├── depth │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ └── vision_transformer.py │ │ ├── builder.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ ├── decode_head.py │ │ │ ├── dpt_head.py │ │ │ └── linear_head.py │ │ ├── depther │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── encoder_decoder.py │ │ └── losses │ │ │ ├── __init__.py │ │ │ ├── gradientloss.py │ │ │ └── sigloss.py │ └── ops │ │ ├── __init__.py │ │ └── wrappers.py ├── finetune.py ├── finetuning.py ├── knn.py ├── linear.py ├── log_regression.py ├── metrics.py ├── rand_aug.py ├── segmentation │ ├── __init__.py │ ├── hooks │ │ ├── __init__.py │ │ └── optimizer.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ └── vision_transformer.py │ │ └── decode_heads │ │ │ ├── __init__.py │ │ │ └── linear_head.py │ └── utils │ │ ├── __init__.py │ │ └── colormaps.py ├── segmentation_m2f │ ├── __init__.py │ ├── core │ │ ├── __init__.py │ │ ├── anchor │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── point_generator.py │ │ ├── box │ │ │ ├── __init__.py │ │ │ ├── builder.py │ │ │ └── samplers │ │ │ │ ├── __init__.py │ │ │ │ ├── base_sampler.py │ │ │ │ ├── mask_pseudo_sampler.py │ │ │ │ ├── mask_sampling_result.py │ │ │ │ └── sampling_result.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── dist_utils.py │ │ │ └── misc.py │ ├── models │ │ ├── __init__.py │ │ ├── backbones │ │ │ ├── __init__.py │ │ │ ├── adapter_modules.py │ │ │ ├── drop_path.py │ │ │ ├── vit.py │ │ │ └── vit_adapter.py │ │ ├── builder.py │ │ ├── decode_heads │ │ │ ├── __init__.py │ │ │ └── mask2former_head.py │ │ ├── losses │ │ │ ├── __init__.py │ │ │ ├── cross_entropy_loss.py │ │ │ ├── dice_loss.py │ │ │ └── match_costs.py │ │ ├── plugins │ │ │ ├── __init__.py │ │ │ └── msdeformattn_pixel_decoder.py │ │ ├── segmentors │ │ │ ├── __init__.py │ │ │ └── encoder_decoder_mask2former.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── assigner.py │ │ │ ├── point_sample.py │ │ │ ├── positional_encoding.py │ │ │ └── transformer.py │ └── ops │ │ └── modules │ │ ├── __init__.py │ │ └── ms_deform_attn.py ├── setup.py └── utils.py ├── fsdp └── __init__.py ├── hub ├── __init__.py ├── backbones.py ├── classifiers.py ├── depth │ ├── __init__.py │ ├── decode_heads.py │ ├── encoder_decoder.py │ └── ops.py ├── depthers.py └── utils.py ├── layers ├── __init__.py ├── attention.py ├── block.py ├── dino_head.py ├── drop_path.py ├── layer_scale.py ├── mlp.py ├── patch_embed.py └── swiglu_ffn.py ├── logging ├── __init__.py └── helpers.py ├── loss ├── __init__.py ├── dino_clstoken_loss.py ├── fused_ce_loss.py ├── ibot_patch_loss.py └── koleo_loss.py ├── models ├── __init__.py └── vision_transformer.py ├── run ├── __init__.py ├── eval │ ├── knn.py │ ├── linear.py │ └── 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