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Delete AnatomyFlaws-v11.3_adabelief_fl_naflex_3000.config.json
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AnatomyFlaws-v11.3_adabelief_fl_naflex_3000.config.json
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{
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"data_root": "data",
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"wandb_project": "lumi-classifiers",
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"resume": null,
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"base": "AnatomyFlaws",
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"rev": "v11.3_adabelief_fl_naflex_3000",
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"arch": "class",
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"name": "AnatomyFlaws-v11.3_adabelief_fl_naflex_3000",
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"base_vision_model": "google/siglip2-so400m-patch16-naflex",
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"embed_ver": "siglip2_so400m_patch16_naflex_Naflex_Proc1024",
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"data_mode": "embeddings",
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"is_end_to_end": false,
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"features": 1152,
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"preload_data": true,
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"hidden_dim": 1280,
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"use_attention": true,
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"num_attn_heads": 16,
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"attn_dropout": 0.3,
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"num_res_blocks": 3,
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"dropout_rate": 0.3,
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"output_mode": "linear",
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"lr": "1e-4",
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"batch": 128,
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"loss_function": "focal",
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"optimizer": "adabelief",
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"betas": [
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0.9,
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0.999
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],
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"eps": "1e-8",
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"weight_decay": "1e-3",
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"max_train_epochs": null,
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"max_train_steps": 50000,
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"precision": "fp32",
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"nsave": 1000,
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"val_split_count": 300,
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"seed": -1,
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"num_workers": 0,
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"save_full_model": false,
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"log_every_n": 10,
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"validate_every_n": 100,
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"focal_loss_gamma": 2.0,
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"rectify": true,
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"weight_decouple": true,
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"gamma": 0.005,
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"r_sf": 0.0,
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"wlpow_sf": 2.0,
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"state_precision": "parameter",
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"adaptive_clip": 1.0,
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"adaptive_clip_eps": "1e-3",
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"scheduler_name": "RexAnnealingWarmRestarts",
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"scheduler_gamma": 0.95,
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"scheduler_cycle_multiplier": 1.0,
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"scheduler_first_cycle_max_steps": 5000,
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"scheduler_min_lr": "1e-7",
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"scheduler_warmup_steps": 1000,
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"labels": {
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"0": "Bad Anatomy",
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"1": "Good Anatomy"
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},
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"weights": [
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1.0,
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1.0
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],
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"num_labels": 2,
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"steps_per_epoch": 18,
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"num_train_epochs": 2778,
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"num_classes": 2
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}
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