feat(weights): sync xception/srm_only/finetune_robust/seed_123 (best.pth and metrics)
Browse files- .gitattributes +1 -0
- xception/srm_only/finetune_robust/seed_123/plots/confusion_matrix.png +0 -0
- xception/srm_only/finetune_robust/seed_123/plots/roc_auc.png +3 -0
- xception/srm_only/finetune_robust/seed_123/results/history.csv +15 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_celeb_df.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_df40.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_summary.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_test.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_test_d.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/metrics_val.csv +2 -0
- xception/srm_only/finetune_robust/seed_123/results/run_config.json +53 -0
- xception/srm_only/finetune_robust/seed_123/weights/best.pth +3 -0
.gitattributes
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figures/heatmap_clip_dino_fusion_4rows.png filter=lfs diff=lfs merge=lfs -text
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moe_frequency/concat_frequency/scratch_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/srm_only/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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figures/heatmap_clip_dino_fusion_4rows.png filter=lfs diff=lfs merge=lfs -text
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moe_frequency/concat_frequency/scratch_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/srm_only/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/srm_only/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/srm_only/finetune_robust/seed_123/plots/confusion_matrix.png
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xception/srm_only/finetune_robust/seed_123/plots/roc_auc.png
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Git LFS Details
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xception/srm_only/finetune_robust/seed_123/results/history.csv
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xception/srm_only/finetune_robust/seed_123/results/metrics_celeb_df.csv
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frame_auc,frame_acc,frame_f1,video_auc,video_acc,video_f1,threshold
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xception/srm_only/finetune_robust/seed_123/results/metrics_df40.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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xception,srm_only,finetune_robust,123,df40,0.3623484671115875,0.7353261736461094,0.6216579938991567,0.6100342075256556,0.8703432568732715,0.7173024066501307,0.632147919741749,0.3158631726345269,5350,3420,797,1579
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xception/srm_only/finetune_robust/seed_123/results/metrics_summary.csv
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acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,initialization_contract,seed,seeds,epochs,batch_size,num_workers,image_size,data_limit,raw_min,lr_head,lr_backbone,weight_decay,early_stop_patience,scheduler_patience,max_grad_norm,dropout,augment,robust,train_backbone,use_weighted_sampler,use_class_weights,label_smoothing,threshold_strategy,mixup_alpha,cutmix_alpha,unfreeze_last_n,multi_gpu,allow_pretrained,patch_size,hidden_size,num_hidden_layers,num_attention_heads,projection_dim,variant,model_size,expert_family,num_experts,routing_strategy,top_k,in_channels_override,in_channels,threshold
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0.6604285863465734,0.6740978295550302,0.727316862184325,0.7199770611254293,0.789659303272797,0.4866627148784825,xception,resnet18,srm_only,finetune,regime-v2,123,"[42, 123, 2024, 7, 2025]",15,64,4,224,,False,0.001,0.0001,0.0001,5,3,1.0,0.2,True,False,True,True,False,0.0,accuracy,0.0,0.0,2,False,True,16,256,6,8,128,large,base,mobilenet,7,dense,3,,3,0.3623484671115875
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xception/srm_only/finetune_robust/seed_123/results/metrics_test.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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xception,srm_only,finetune,123,test,0.3623484671115875,0.6338145024982759,0.6604285863465734,0.6740978295550302,0.789659303272797,0.727316862184325,0.7199770611254293,0.4866627148784825,82397,39836,21948,37766
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xception/srm_only/finetune_robust/seed_123/results/metrics_test_d.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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xception,srm_only,finetune_robust,123,test_d,0.3623484671115875,0.7569615685820286,0.6125465107971002,0.6351786327585243,0.7621352244956634,0.6928894426389481,0.6340671431368753,0.4114069225019974,79525,45676,24820,31926
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xception/srm_only/finetune_robust/seed_123/results/metrics_val.csv
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model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
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xception,srm_only,finetune,123,val,0.3623484671115875,0.5546516527883187,0.7198889816303957,0.7556372575680115,0.7868963876711863,0.7709500926676063,0.7958181680372354,0.6197657492975864,69468,22465,18813,36617
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xception/srm_only/finetune_robust/seed_123/results/run_config.json
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{
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"allow_pretrained": true,
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"architecture": "resnet18",
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"augment": true,
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"batch_size": 64,
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"dropout": 0.2,
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"early_stop_patience": 5,
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"epochs": 15,
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"expert_family": "mobilenet",
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"fourier_mode": "srm_only",
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"hidden_size": 256,
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"image_size": 224,
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"in_channels": 3,
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"in_channels_override": null,
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"initialization_contract": "regime-v2",
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"label_smoothing": 0.0,
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"lr_backbone": 0.0001,
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"lr_head": 0.001,
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"mixup_alpha": 0.0,
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"model_family": "xception",
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"model_size": "base",
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"multi_gpu": false,
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"num_attention_heads": 8,
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"num_experts": 7,
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"num_hidden_layers": 6,
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"num_workers": 4,
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"patch_size": 16,
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| 31 |
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"projection_dim": 128,
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"raw_min": false,
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"regime": "finetune",
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"robust": false,
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"routing_strategy": "dense",
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"scheduler_patience": 3,
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"seed": 123,
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"seeds": [
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42,
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123,
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2024,
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7,
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2025
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],
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"threshold_strategy": "accuracy",
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| 46 |
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"top_k": 3,
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| 47 |
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"train_backbone": true,
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| 48 |
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"unfreeze_last_n": 2,
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"use_class_weights": false,
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"use_weighted_sampler": true,
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| 51 |
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"variant": "large",
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| 52 |
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"weight_decay": 0.0001
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| 53 |
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}
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xception/srm_only/finetune_robust/seed_123/weights/best.pth
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size 83556618
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