lucasoc commited on
Commit
f6b9e78
·
verified ·
1 Parent(s): 9eb8ec4

feat(weights): sync xception/srm_only/finetune_robust/seed_123 (best.pth and metrics)

Browse files
.gitattributes CHANGED
@@ -283,3 +283,4 @@ figures/heatmap_clip_dino_fusion_3rows.png filter=lfs diff=lfs merge=lfs -text
283
  figures/heatmap_clip_dino_fusion_4rows.png filter=lfs diff=lfs merge=lfs -text
284
  moe_frequency/concat_frequency/scratch_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
285
  xception/srm_only/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
 
 
283
  figures/heatmap_clip_dino_fusion_4rows.png filter=lfs diff=lfs merge=lfs -text
284
  moe_frequency/concat_frequency/scratch_robust/seed_42/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
285
  xception/srm_only/finetune_robust/seed_2024/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
286
+ xception/srm_only/finetune_robust/seed_123/plots/roc_auc.png filter=lfs diff=lfs merge=lfs -text
xception/srm_only/finetune_robust/seed_123/plots/confusion_matrix.png ADDED
xception/srm_only/finetune_robust/seed_123/plots/roc_auc.png ADDED

Git LFS Details

  • SHA256: 441749903bf31034d9b16e617917dbd920217d5b185904a844297f8a96793bb1
  • Pointer size: 131 Bytes
  • Size of remote file: 107 kB
xception/srm_only/finetune_robust/seed_123/results/history.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ epoch,train_loss,val_loss,val_auc,val_acc,threshold,threshold_score
2
+ 1,0.6554587282954083,0.5931116779162167,0.7365545118837948,0.6705550239883824,0.42570218443870544,0.677218840550206
3
+ 2,0.6397690660492394,0.5743727775899627,0.7556549350001271,0.6845951833228151,0.4493926167488098,0.6879203056398147
4
+ 3,0.6311733636207302,0.559983350443312,0.7628619938348686,0.6954866554019665,0.49121183156967163,0.6954934413658788
5
+ 4,0.6266133372415632,0.5795021658869242,0.7683089430518902,0.6809239768462911,0.3785739541053772,0.6987167742241946
6
+ 5,0.6229072217900554,0.5893795195865051,0.7693522291589173,0.6748030373974471,0.3475925028324127,0.700922212495674
7
+ 6,0.6188060413998319,0.5815712510504207,0.7808256620927575,0.6817179346240236,0.34334173798561096,0.7088007165977891
8
+ 7,0.6154049719594614,0.6011168774163987,0.7799161382248234,0.6707450309779253,0.30038630962371826,0.7071720852588506
9
+ 8,0.6148908804763448,0.574638654991072,0.7781493055006384,0.6865359690017169,0.37088024616241455,0.7066224221819588
10
+ 9,0.611233235318316,0.5546516527883187,0.7958181680372354,0.7007389914700434,0.3623484671115875,0.7198889816303957
11
+ 10,0.6088860498760589,0.5627404898081558,0.7839540767285071,0.6956495185358604,0.40203991532325745,0.7115354600544235
12
+ 11,0.6079022488119836,0.5423922360693948,0.7895529664452968,0.7079117553252852,0.41128820180892944,0.7139105474237089
13
+ 12,0.6067218836849241,0.6099711477083586,0.7878579091352437,0.668234224330395,0.28283950686454773,0.7140394807380415
14
+ 13,0.6039270690441714,0.613299317389429,0.7876441329852665,0.6691571154224601,0.2800745666027069,0.7138494737484986
15
+ 14,0.6007101119110103,0.5650961091737876,0.7884575481515618,0.6912522139207263,0.37028229236602783,0.7153491717731045
xception/srm_only/finetune_robust/seed_123/results/metrics_celeb_df.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ frame_auc,frame_acc,frame_f1,video_auc,video_acc,video_f1,threshold
2
+ 0.6785368656826027,0.6814671814671814,0.7990908352950726,0.766969596827495,0.6640926640926641,0.7962529274004684,0.3623484671115875
xception/srm_only/finetune_robust/seed_123/results/metrics_df40.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
2
+ 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
xception/srm_only/finetune_robust/seed_123/results/metrics_summary.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ 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
2
+ 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
xception/srm_only/finetune_robust/seed_123/results/metrics_test.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
2
+ 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
xception/srm_only/finetune_robust/seed_123/results/metrics_test_d.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
2
+ 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
xception/srm_only/finetune_robust/seed_123/results/metrics_val.csv ADDED
@@ -0,0 +1,2 @@
 
 
 
1
+ model_family,fourier_mode,regime,seed,split,threshold,loss,acc,precision,recall,f1,auc,specificity,tp,fp,fn,tn
2
+ 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
xception/srm_only/finetune_robust/seed_123/results/run_config.json ADDED
@@ -0,0 +1,53 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "allow_pretrained": true,
3
+ "architecture": "resnet18",
4
+ "augment": true,
5
+ "batch_size": 64,
6
+ "cutmix_alpha": 0.0,
7
+ "data_limit": null,
8
+ "dropout": 0.2,
9
+ "early_stop_patience": 5,
10
+ "epochs": 15,
11
+ "expert_family": "mobilenet",
12
+ "fourier_mode": "srm_only",
13
+ "hidden_size": 256,
14
+ "image_size": 224,
15
+ "in_channels": 3,
16
+ "in_channels_override": null,
17
+ "initialization_contract": "regime-v2",
18
+ "label_smoothing": 0.0,
19
+ "lr_backbone": 0.0001,
20
+ "lr_head": 0.001,
21
+ "max_grad_norm": 1.0,
22
+ "mixup_alpha": 0.0,
23
+ "model_family": "xception",
24
+ "model_size": "base",
25
+ "multi_gpu": false,
26
+ "num_attention_heads": 8,
27
+ "num_experts": 7,
28
+ "num_hidden_layers": 6,
29
+ "num_workers": 4,
30
+ "patch_size": 16,
31
+ "projection_dim": 128,
32
+ "raw_min": false,
33
+ "regime": "finetune",
34
+ "robust": false,
35
+ "routing_strategy": "dense",
36
+ "scheduler_patience": 3,
37
+ "seed": 123,
38
+ "seeds": [
39
+ 42,
40
+ 123,
41
+ 2024,
42
+ 7,
43
+ 2025
44
+ ],
45
+ "threshold_strategy": "accuracy",
46
+ "top_k": 3,
47
+ "train_backbone": true,
48
+ "unfreeze_last_n": 2,
49
+ "use_class_weights": false,
50
+ "use_weighted_sampler": true,
51
+ "variant": "large",
52
+ "weight_decay": 0.0001
53
+ }
xception/srm_only/finetune_robust/seed_123/weights/best.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:afe8754b0248b44adb5babbd1ff568782f54967fd0b2fe4974c98dda85112a23
3
+ size 83556618