8 exps

cutmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_0.0-cutmix_1.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1018afb2f5f33471b9975309af7b51fb9529b5405e6cd311e1c5ba9b8210722c
+size 346331217

cutmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_0.0-cutmix_1.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:264d63526e10cd28335896f91cf5fd3e222a41ff5194c68246ef561392fc180a
+size 346331217

cutmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_0.0-cutmix_1.0_usecos_False_act_relu/events.out.tfevents.1758130287.cutmix.482.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b2d046778bd94b375ca65c56e9fff82fd0d8792b2000aac2b22105f0c75bcc70
+size 31829

ours-pixmix-fsam+sam-ema+swa+crl+csc/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_True_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:042ad00eea7136986b8c548b309ef7af135e21e9c8ae4346b22bc809bba4f683
+size 346331535

ours-pixmix-fsam+sam-ema+swa+crl+csc/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_True_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9e0d509c315a7eb5d666db7b1dbfa6ceb15361efc4407c7909778e440ac8ee8
+size 346331535

ours-pixmix-fsam+sam-ema+swa+crl+csc/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_True_act_relu/events.out.tfevents.1758130303.ours-csc.483.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad654fcfed4a5a14c4e15c7d9bde17fcd667ea1c0c9b371c788b342c61fe4d83
+size 31829

ours-pixmix-fsam+sam-ema+swa+crl/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0ed85b59204b26dd38210bc6aad274eb8a366184f017b01ba88226fc13333f0
+size 346331217

ours-pixmix-fsam+sam-ema+swa+crl/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c5c672374c34c80a8cea4375661ae711d9714f71af44fd001e6524515ef9d283
+size 346331217

ours-pixmix-fsam+sam-ema+swa+crl/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_1.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758130356.ours-crl.483.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:559e9d29152b6e16d4ed5aef5fbf6bd1ebbf35826dadfb883ae567f3e86e53cc
+size 31777

ours-pixmix-fsam+sam-ema+swa/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0ef7a639e1e2ac2f5a801739bee42b6334c5987bbf32e358b953976339e7a89b
+size 346331217

ours-pixmix-fsam+sam-ema+swa/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c63ee8b149eae5029b3e3c4c933024b01cc1c80b88406ad7ccc05b2a9990138f
+size 346331217

ours-pixmix-fsam+sam-ema+swa/imagenet1k_deit_base_patch16_224_ce_fmfp-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758130738.ours-swa.481.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:37d74dfa3f8affff187f9e9237cfaf7b79c94e737a0728ef3a6d2e629ef7b350
+size 31829

ours-pixmix-fsam+sam/imagenet1k_deit_base_patch16_224_ce_sam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:651f71b43a02c65c4a2789f7e9ecd4f6bcbf5def4a4b7dccdea26b034ed5613a
+size 346331217

ours-pixmix-fsam+sam/imagenet1k_deit_base_patch16_224_ce_sam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:27de86d10f15c0266de07474e2e61e9925e9a584cd3b2b9238361b66469268d4
+size 346331217

ours-pixmix-fsam+sam/imagenet1k_deit_base_patch16_224_ce_sam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758130738.ours-sam.482.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e668a2dbb22429d124e2fcf984717d6eece6250c8da03fd329c0c514081e0955
+size 31829

ours-pixmix/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:450a159e4297d16a1490c37d6e12879e84e34944ff141a1312b6a8e46a679ff0
+size 346331217

ours-pixmix/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:89e9a614987101e639e6c85e2d48aeb9be4f9a63aa511411a2bd63e235786482
+size 346331217

ours-pixmix/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758130687.ours-pixmix.484.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:350906a3f51c989cd6cf48be6e8540177f524326124cda268ae7a30200a964ad
+size 31829

ours/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758128191.inet.1188.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:25c28132bab154df41d8da820a9c3b1d4919e280666a499008b90f954b44ef9d
+size 88

ours/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758560577.ours.481.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa365539b8d83e2c897314b60b1eb997a4e2f2dbdd2a58580290391113dc8036
+size 88

ours/imagenet1k_deit_base_patch16_224_ce_fsam-mixup_1.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/run.log

@@ -0,0 +1,125 @@
+2025-09-17 16:56:31,799 INFO {
+    "activation": "relu",
+    "alpha": 0.5,
+    "batch_size": 256,
+    "cos_temp": 64,
+    "crl_weight": 0.0,
+    "cutmix_beta": 1.0,
+    "cutmix_prob": 1.0,
+    "cutmix_weight": 0.0,
+    "data_name": "imagenet1k",
+    "deit_path": "./pretrained_model/deit_base_patch16_224-b5f2ef4d.pth",
+    "epochs": 20,
+    "fine_tune_epochs": 20,
+    "fine_tune_lr": 0.01,
+    "gpu": [
+        0,
+        1
+    ],
+    "imb_factor": 1.0,
+    "label_smoothing": 0.0,
+    "lmbda": 0.8,
+    "loss": "ce",
+    "lr": 0.0001,
+    "mixup_beta": 10.0,
+    "mixup_weight": 1.0,
+    "model_name": "deit_base_patch16_224",
+    "momentum": 0.9,
+    "nb_cls": 1000,
+    "nb_run": 1,
+    "nb_worker": 4,
+    "optim_name": "fsam",
+    "p": 2,
+    "per_epoch_scheduler": false,
+    "pixmix_path": "./pixmixset",
+    "pixmix_weight": 1.0,
+    "rebn": true,
+    "resume": null,
+    "reweighting_type": null,
+    "rho": 0.2,
+    "save_dir": "/group-volume/Data-Efficient-Intelligence-ASR-Unlabeled-Data/hushell/surev2_inet/Deit-B-ImageNet1k/ours",
+    "sigma": 1,
+    "subcommand": "ImageNet1k",
+    "swa_epoch_start": 80,
+    "swa_lr": 0.05,
+    "t": 1.0,
+    "test_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-val-256.h5",
+    "train_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-train-256.h5",
+    "train_size": 224,
+    "use_cosine": false,
+    "val_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-val-256.h5",
+    "weight_decay": 5e-05
+}
+2025-09-17 17:01:02,306 INFO ####################################################################################################
+1 / 1 Running
+2025-09-17 17:01:16,062 INFO ####### --- Training Epoch 1 --- #######
+2025-09-22 17:02:58,427 INFO {
+    "activation": "relu",
+    "alpha": 0.5,
+    "batch_size": 256,
+    "cos_temp": 64,
+    "crl_weight": 0.0,
+    "cutmix_beta": 1.0,
+    "cutmix_prob": 1.0,
+    "cutmix_weight": 0.0,
+    "data_name": "imagenet1k",
+    "deit_path": "./pretrained_model/deit_base_patch16_224-b5f2ef4d.pth",
+    "epochs": 20,
+    "fine_tune_epochs": 20,
+    "fine_tune_lr": 0.01,
+    "gpu": [
+        0,
+        1,
+        2,
+        3
+    ],
+    "imb_factor": 1.0,
+    "label_smoothing": 0.0,
+    "lmbda": 0.8,
+    "loss": "ce",
+    "lr": 0.0001,
+    "mixup_beta": 10.0,
+    "mixup_weight": 1.0,
+    "model_name": "deit_base_patch16_224",
+    "momentum": 0.9,
+    "nb_cls": 1000,
+    "nb_run": 1,
+    "nb_worker": 4,
+    "optim_name": "fsam",
+    "p": 2,
+    "per_epoch_scheduler": false,
+    "pixmix_path": "./pixmixset",
+    "pixmix_weight": 1.0,
+    "rebn": true,
+    "resume": null,
+    "reweighting_type": null,
+    "rho": 0.2,
+    "save_dir": "/group-volume/Data-Efficient-Intelligence-ASR-Unlabeled-Data/hushell/surev2_inet/Deit-B-ImageNet1k/ours",
+    "sigma": 1,
+    "subcommand": "ImageNet1k",
+    "swa_epoch_start": 80,
+    "swa_lr": 0.05,
+    "t": 1.0,
+    "test_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-val-256.h5",
+    "train_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-train-256.h5",
+    "train_size": 224,
+    "use_cosine": false,
+    "val_dir": "/group-volume/On-Device-AI/datasets/imagenet/imagenet-val-256.h5",
+    "weight_decay": 5e-05
+}
+2025-09-22 17:06:28,483 INFO ####################################################################################################
+1 / 1 Running
+2025-09-22 17:06:40,052 INFO ####### --- Training Epoch 1 --- #######
+2025-09-22 17:47:46,043 INFO Epoch 1 	 Batch 99	LR : 0.00010	Top1 Acc.: 95.734	CLS Loss: 0.214	Mixup Loss: 1.419	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 1.068	Tot. Loss: 2.701
+2025-09-22 17:54:08,711 INFO Epoch 1 	 Batch 199	LR : 0.00010	Top1 Acc.: 95.859	CLS Loss: 0.173	Mixup Loss: 1.370	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.803	Tot. Loss: 2.346
+2025-09-22 18:00:32,058 INFO Epoch 1 	 Batch 299	LR : 0.00010	Top1 Acc.: 95.766	CLS Loss: 0.170	Mixup Loss: 1.362	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.757	Tot. Loss: 2.288
+2025-09-22 18:06:55,546 INFO Epoch 1 	 Batch 399	LR : 0.00010	Top1 Acc.: 95.984	CLS Loss: 0.162	Mixup Loss: 1.369	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.686	Tot. Loss: 2.217
+2025-09-22 18:13:18,813 INFO Epoch 1 	 Batch 499	LR : 0.00010	Top1 Acc.: 95.688	CLS Loss: 0.169	Mixup Loss: 1.384	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.688	Tot. Loss: 2.241
+2025-09-22 18:19:42,099 INFO Epoch 1 	 Batch 599	LR : 0.00010	Top1 Acc.: 95.422	CLS Loss: 0.170	Mixup Loss: 1.365	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.680	Tot. Loss: 2.215
+2025-09-22 18:26:05,498 INFO Epoch 1 	 Batch 699	LR : 0.00010	Top1 Acc.: 95.734	CLS Loss: 0.160	Mixup Loss: 1.379	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.641	Tot. Loss: 2.180
+2025-09-22 18:32:28,849 INFO Epoch 1 	 Batch 799	LR : 0.00010	Top1 Acc.: 95.625	CLS Loss: 0.169	Mixup Loss: 1.364	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.666	Tot. Loss: 2.198
+2025-09-22 18:38:52,078 INFO Epoch 1 	 Batch 899	LR : 0.00010	Top1 Acc.: 95.609	CLS Loss: 0.154	Mixup Loss: 1.377	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.613	Tot. Loss: 2.145
+2025-09-22 18:45:15,582 INFO Epoch 1 	 Batch 999	LR : 0.00010	Top1 Acc.: 95.688	CLS Loss: 0.155	Mixup Loss: 1.353	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.604	Tot. Loss: 2.113
+2025-09-22 18:51:39,260 INFO Epoch 1 	 Batch 1099	LR : 0.00010	Top1 Acc.: 95.391	CLS Loss: 0.160	Mixup Loss: 1.357	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.608	Tot. Loss: 2.125
+2025-09-22 18:58:03,040 INFO Epoch 1 	 Batch 1199	LR : 0.00010	Top1 Acc.: 95.938	CLS Loss: 0.155	Mixup Loss: 1.361	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.621	Tot. Loss: 2.137
+2025-09-22 19:04:26,694 INFO Epoch 1 	 Batch 1299	LR : 0.00010	Top1 Acc.: 95.719	CLS Loss: 0.155	Mixup Loss: 1.373	CRL Loss: 0.000	CutMix Loss: 0.000	PixMix Loss: 0.618	Tot. Loss: 2.146

pixmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eac9a8014ce1e6c2e20813b9ec0933b9748a72787777b1872cd3140e1c555143
+size 346331217

pixmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:76d1bfd9f1fc806c65c57e94508146ac2be71c01f73105cf8e1a173d2a9c1786
+size 346331217

pixmix/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_0.0-crl_0.0-pixmix_1.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758130602.pixmix.481.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e6992b520905da32f9e150abe6eb0c7f546ed1e616898ab40a78527347f7a24b
+size 31829

regmixup/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_ema_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b96114e4ffeddd99d7f3c810e2252c6d68c1e821aee93ede6c9216accdf0921f
+size 346331217

regmixup/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/best_acc_net_orig_1.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f9e176c5275881b400f6de6b7908495fe57dfeaad2c13b25a87bd8cbdb6310fc
+size 346331217

regmixup/imagenet1k_deit_base_patch16_224_ce_baseline-mixup_1.0-crl_0.0-pixmix_0.0-cutmix_0.0_usecos_False_act_relu/events.out.tfevents.1758189584.regmixup.481.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a3fb058d03605003b1af3c97ea67c6540e5a61912251e65f50a566b7d6954a1
+size 31829