feat(weights): sync xception/none/finetune_robust/seed_2025 (best.pth and metrics)
Browse files- .gitattributes +1 -0
- xception/none/finetune_robust/seed_2025/plots/confusion_matrix.png +0 -0
- xception/none/finetune_robust/seed_2025/plots/roc_auc.png +3 -0
- xception/none/finetune_robust/seed_2025/results/history.csv +21 -0
- xception/none/finetune_robust/seed_2025/results/metrics_celeb_df.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_celeb_df_video.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_df40.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_summary.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_test.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_test_d.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/metrics_val.csv +2 -0
- xception/none/finetune_robust/seed_2025/results/run_config.json +51 -0
- xception/none/finetune_robust/seed_2025/weights/best.pth +3 -0
.gitattributes
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@@ -290,3 +290,4 @@ xception/none/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs mer
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xception/none/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_7/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_987/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_7/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_987/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_2025/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
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xception/none/finetune_robust/seed_2025/plots/confusion_matrix.png
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xception/none/finetune_robust/seed_2025/plots/roc_auc.png
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Git LFS Details
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xception/none/finetune_robust/seed_2025/results/history.csv
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epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
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xception/none/finetune_robust/seed_2025/results/metrics_celeb_df.csv
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model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss,frame_auc,frame_acc,frame_f1,video_auc,video_acc,video_f1
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xception,none,finetune_robust,2025,celeb_df,0.2770815789699554,0.5964912976426526,0.6642213642213642,0.7854617218978702,0.6763914459708257,0.9364705882352942,0.1441947565543071,0.0,0.5964912976426526,0.6642213642213642,0.7854617218978702,0.6318902842035691,0.6718146718146718,0.7985781990521327
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xception/none/finetune_robust/seed_2025/results/metrics_celeb_df_video.csv
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model_family,fourier_mode,regime,seed,split,threshold,auc,acc,f1,precision,recall,specificity,loss
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xception,none,finetune_robust,2025,celeb_df_video,0.2770815789699554,0.6318902842035691,0.6718146718146718,0.7985781990521327,0.6686507936507936,0.9911764705882353,0.06179775280898876,0.0
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xception/none/finetune_robust/seed_2025/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,none,finetune_robust,2025,df40,0.2770815789699554,0.8917579074472958,0.6561098151803337,0.6397680599178546,0.8615584838132422,0.7342807625649913,0.670390430778526,0.4034806961392278,5296,2982,851,2017
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xception/none/finetune_robust/seed_2025/results/metrics_summary.csv
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acc,precision,f1,auc,recall,specificity,model_family,architecture,fourier_mode,regime,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,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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0.6901735120667007,0.7078246705424678,0.7434861350005916,0.754176466908832,0.7829316210647371,0.5654493440890699,xception,resnet18,none,finetune,2025,"[42, 123, 2024, 7, 2025]",20,32,4,224,,False,0.001,0.0001,0.0001,8,3,1.0,0.2,True,True,True,False,0.0,accuracy,0.0,0.0,2,False,True,16,256,6,8,128,large,base,mobilenet,7,dense,3,,3,0.27708157896995544
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xception/none/finetune_robust/seed_2025/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,none,finetune,2025,test,0.27708157896995544,0.6921137158773352,0.6901735120667007,0.7078246705424678,0.7829316210647371,0.7434861350005916,0.754176466908832,0.5654493440890699,81695,33722,22650,43880
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xception/none/finetune_robust/seed_2025/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,none,finetune_robust,2025,test_d,0.2770815789699554,0.7649117318236551,0.6473643423634355,0.6641154656690572,0.7791940198380373,0.7170669971028042,0.6911657993814788,0.4701038633024922,81305,41121,23040,36481
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xception/none/finetune_robust/seed_2025/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,none,finetune,2025,val,0.27708157896995544,0.5264011422286228,0.7672889395574194,0.7979952973384702,0.8188305656872296,0.8082786844003154,0.8497281152970418,0.6902726764949815,72288,18299,15994,40782
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xception/none/finetune_robust/seed_2025/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": 32,
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"cutmix_alpha": 0.0,
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"data_limit": null,
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"dropout": 0.2,
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"early_stop_patience": 8,
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"epochs": 20,
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"expert_family": "mobilenet",
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"fourier_mode": "none",
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| 13 |
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"hidden_size": 256,
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"image_size": 224,
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| 15 |
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"in_channels": 3,
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| 16 |
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"in_channels_override": null,
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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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"max_grad_norm": 1.0,
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"mixup_alpha": 0.0,
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"model_family": "xception",
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| 23 |
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"model_size": "base",
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| 24 |
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"multi_gpu": false,
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| 25 |
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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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"projection_dim": 128,
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"raw_min": false,
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"regime": "finetune",
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"routing_strategy": "dense",
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"scheduler_patience": 3,
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"seed": 2025,
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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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"top_k": 3,
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| 45 |
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"train_backbone": true,
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| 46 |
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"unfreeze_last_n": 2,
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| 47 |
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"use_class_weights": false,
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| 48 |
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"use_weighted_sampler": true,
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| 49 |
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"variant": "large",
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| 50 |
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"weight_decay": 0.0001
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}
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xception/none/finetune_robust/seed_2025/weights/best.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1c2cbce80efad3cf12cf95ae6f71ac10966ffa33bf33636bd230f9ad106d7426
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size 83558122
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