Upload config.json with huggingface_hub
Browse files- config.json +229 -0
config.json
CHANGED
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@@ -37,6 +37,235 @@
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"video_context_token": "<video>",
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"video_context_token_id": 131081,
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"video_pruning_rate": 0.7,
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"vit_hidden_size": 1280,
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"quantization_config": {
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"config_groups": {
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"video_context_token": "<video>",
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"video_context_token_id": 131081,
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"video_pruning_rate": 0.7,
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"vision_config": {
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"adaptor_configs": {},
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"adaptor_names": null,
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"architectures": [
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"RADIOModel"
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],
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"args": {
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"aa": null,
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"amp": true,
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"amp_dtype": "bfloat16",
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"amp_impl": "native",
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"aug_repeats": 0,
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"aug_splits": 0,
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"bn_eps": null,
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"bn_momentum": null,
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"cache_dir": null,
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"channels_last": false,
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"checkpoint_hist": 10,
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"chk_keep_forever": 100,
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"class_map": "",
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"clip_grad": null,
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"clip_mode": "norm",
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"cls_token_per_teacher": true,
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"coco_annotations_file": "/datasets/coco2017-adlsa/annotations/captions_val2017.json",
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"coco_image_dir": "/datasets/coco2017-adlsa/val2017",
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"color_jitter": 0.4,
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"cooldown_epochs": 0,
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"cpe_max_size": 2048,
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"crd_loss": false,
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"crd_loss_weight": 0.8,
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"crop_pct": null,
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"cutmix": 0.0,
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"cutmix_minmax": null,
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"dataset_download": false,
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"debug_full_knn": false,
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"decay_epochs": 90,
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"decay_milestones": [
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90,
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180,
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270
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],
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"decay_rate": 0.1,
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"depchain": true,
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"dist_bn": "reduce",
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"dist_norm_weight": 0.0,
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"distributed": true,
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"drop": 0.0,
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"drop_block": null,
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"drop_connect": null,
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"drop_path": null,
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"dtype": "bfloat16",
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"epoch_repeats": 0.0,
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"eval": false,
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"eval_metric": "knn_top1",
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"eval_teacher": false,
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"eval_teacher_only": false,
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"eval_throughput": false,
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"fast_norm": false,
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"fd_loss_fn": "MSE",
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"feature_normalization": "SHIP_NORM",
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"feature_summarizer": "cls_token",
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"feature_upscale_factor": null,
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"force_new_wandb_id": false,
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"force_spectral_reparam": true,
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"freeze_bn": false,
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"fsdp": false,
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"fuser": "",
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"gp": null,
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"grad_accum_steps": 1,
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"grad_checkpointing": false,
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"head_init_bias": null,
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"head_init_scale": null,
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"head_warmup": 5,
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"head_weight_decay": 0.001,
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"hflip": 0.5,
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"img_size": null,
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"in_chans": null,
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"initial_checkpoint": null,
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"input_size": null,
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"interpolation": "",
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"layer_decay": null,
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"local_rank": 0,
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"log_interval": 50,
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"log_mlflow": false,
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"log_wandb": true,
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"loss_auto_balance": false,
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"lr_base": 0.1,
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"lr_base_scale": "",
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"lr_base_size": 256,
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"lr_cycle_decay": 0.5,
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"lr_cycle_limit": 1,
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"lr_cycle_mul": 1.0,
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"lr_k_decay": 1.0,
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"lr_noise": null,
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"lr_noise_pct": 0.67,
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"lr_noise_std": 1.0,
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"mean": null,
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"mesa": false,
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"min_lr": 0,
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"mixup": 0.0,
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"mixup_mode": "batch",
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"mixup_off_epoch": 0,
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"mixup_prob": 1.0,
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"mixup_switch_prob": 0.5,
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"mlp_hidden_size": 1520,
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"mlp_num_inner": 3,
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"mlp_version": "v2",
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"model": "vit_huge_patch16_224",
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"model_kwargs": {},
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"model_norm": false,
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"momentum": 0.9,
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"no_aug": false,
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"no_ddp_bb": true,
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"no_prefetcher": false,
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"no_resume_opt": false,
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"num_classes": null,
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"opt_betas": null,
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"opt_eps": null,
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"patience_epochs": 10,
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"pin_mem": false,
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"prefetcher": true,
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"pretrained": false,
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"rank": 0,
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"ratio": [
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0.75,
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],
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"recount": 1,
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"recovery_interval": 0,
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"register_multiple": 16,
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"remode": "pixel",
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"reprob": 0.0,
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| 172 |
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"reset_loss_state": false,
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| 173 |
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"resplit": false,
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| 174 |
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"save_images": false,
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"scale": [
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0.5,
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1.0
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],
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"sched": "cosine",
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"seed": 42,
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"smoothing": 0.1,
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"spectral_heads": false,
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| 183 |
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"spectral_reparam": false,
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| 184 |
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"split_bn": false,
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| 185 |
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"start_epoch": null,
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| 186 |
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"std": null,
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| 187 |
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"stream_teachers": true,
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"sync_bn": false,
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| 189 |
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"synchronize_step": false,
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| 190 |
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"teachers": [
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{
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"fd_normalize": false,
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| 193 |
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"feature_distillation": true,
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| 194 |
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"input_size": 378,
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| 195 |
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"model": "ViT-H-14-378-quickgelu",
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| 196 |
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"name": "clip",
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| 197 |
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"pretrained": "dfn5b",
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| 198 |
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"type": "open_clip",
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| 199 |
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"use_summary": true
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| 200 |
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},
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{
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"fd_normalize": false,
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| 203 |
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"feature_distillation": true,
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| 204 |
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"input_size": 378,
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| 205 |
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"model": "ViT-SO400M-14-SigLIP-384",
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| 206 |
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"name": "siglip",
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| 207 |
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"pretrained": "webli",
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| 208 |
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"type": "open_clip",
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| 209 |
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"use_summary": true
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},
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{
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| 212 |
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"fd_normalize": false,
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| 213 |
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"feature_distillation": true,
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| 214 |
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"input_size": 378,
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| 215 |
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"model": "dinov2_vitg14_reg",
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| 216 |
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"name": "dino_v2",
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| 217 |
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"type": "dino_v2",
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"use_summary": true
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},
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{
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"fd_normalize": false,
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| 222 |
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"feature_distillation": true,
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"input_size": 1024,
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| 224 |
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"model": "vit-h",
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"name": "sam",
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| 226 |
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"type": "sam",
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| 227 |
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"use_summary": false
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| 228 |
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}
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],
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"torchcompile": null,
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| 231 |
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"torchscript": false,
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| 232 |
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"train_interpolation": "random",
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"train_split": "train",
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| 234 |
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"tta": 0,
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"use_coco": false,
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| 236 |
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"use_multi_epochs_loader": false,
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| 237 |
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"val_ema_only": false,
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| 238 |
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"val_split": "val",
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| 239 |
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"vflip": 0.0,
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| 240 |
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"vitdet_version": 1,
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| 241 |
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"wandb_entity": "",
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| 242 |
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"wandb_job_type": "",
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| 243 |
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"wandb_name": "",
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| 244 |
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"wandb_project": "",
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| 245 |
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"warmup_lr": 1e-05,
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| 246 |
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"warmup_prefix": false,
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| 247 |
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"worker_seeding": "all",
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| 248 |
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"workers": 8,
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| 249 |
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"world_size": 256
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| 250 |
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},
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| 251 |
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"auto_map": {
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"AutoConfig": "nvidia/C-RADIOv2-H--hf_model.RADIOConfig",
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| 253 |
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"AutoModel": "nvidia/C-RADIOv2-H--hf_model.RADIOModel"
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| 254 |
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},
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"feature_normalizer_config": null,
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| 256 |
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"inter_feature_normalizer_config": null,
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| 257 |
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"max_resolution": 2048,
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| 258 |
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"model_type": "",
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| 259 |
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"patch_size": 16,
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"preferred_resolution": [
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],
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| 264 |
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"torch_dtype": "bfloat16",
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| 265 |
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"use_flash_attn": false,
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"version": "radio_v2.5-h",
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"vitdet_window_size": null
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| 268 |
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},
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| 269 |
"vit_hidden_size": 1280,
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| 270 |
"quantization_config": {
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| 271 |
"config_groups": {
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