hello
hello

📌S Retain class distribution for seed 9:
Class 0: 4500
Class 1: 4500
Class 2: 4500
Class 3: 4500
Class 4: 4500
Class 5: 4500
Class 6: 4500
Class 7: 4500
Class 8: 4500
Class 9: 4500

📌S Forget class distribution for seed 9:
Class 0: 500
Class 1: 500
Class 2: 500
Class 3: 500
Class 4: 500
Class 5: 500
Class 6: 500
Class 7: 500
Class 8: 500
Class 9: 500
hello
hello
⚠️ Warning: Retain train loader may not be shuffled.
Training Epoch: 1 [256/45000]	Loss: 2.4292	LR: 0.000000
Training Epoch: 1 [512/45000]	Loss: 2.4827	LR: 0.000568
Training Epoch: 1 [768/45000]	Loss: 2.4454	LR: 0.001136
Training Epoch: 1 [1024/45000]	Loss: 2.3717	LR: 0.001705
Training Epoch: 1 [1280/45000]	Loss: 2.3175	LR: 0.002273
Training Epoch: 1 [1536/45000]	Loss: 2.1992	LR: 0.002841
Training Epoch: 1 [1792/45000]	Loss: 2.0687	LR: 0.003409
Training Epoch: 1 [2048/45000]	Loss: 1.8699	LR: 0.003977
Training Epoch: 1 [2304/45000]	Loss: 1.7125	LR: 0.004545
Training Epoch: 1 [2560/45000]	Loss: 1.5489	LR: 0.005114
Training Epoch: 1 [2816/45000]	Loss: 1.3180	LR: 0.005682
Training Epoch: 1 [3072/45000]	Loss: 1.0991	LR: 0.006250
Training Epoch: 1 [3328/45000]	Loss: 0.9570	LR: 0.006818
Training Epoch: 1 [3584/45000]	Loss: 0.7367	LR: 0.007386
Training Epoch: 1 [3840/45000]	Loss: 0.5539	LR: 0.007955
Training Epoch: 1 [4096/45000]	Loss: 0.4834	LR: 0.008523
Training Epoch: 1 [4352/45000]	Loss: 0.3988	LR: 0.009091
Training Epoch: 1 [4608/45000]	Loss: 0.3104	LR: 0.009659
Training Epoch: 1 [4864/45000]	Loss: 0.2562	LR: 0.010227
Training Epoch: 1 [5120/45000]	Loss: 0.3158	LR: 0.010795
Training Epoch: 1 [5376/45000]	Loss: 0.1435	LR: 0.011364
Training Epoch: 1 [5632/45000]	Loss: 0.1943	LR: 0.011932
Training Epoch: 1 [5888/45000]	Loss: 0.2274	LR: 0.012500
Training Epoch: 1 [6144/45000]	Loss: 0.2420	LR: 0.013068
Training Epoch: 1 [6400/45000]	Loss: 0.2564	LR: 0.013636
Training Epoch: 1 [6656/45000]	Loss: 0.2312	LR: 0.014205
Training Epoch: 1 [6912/45000]	Loss: 0.2189	LR: 0.014773
Training Epoch: 1 [7168/45000]	Loss: 0.3307	LR: 0.015341
Training Epoch: 1 [7424/45000]	Loss: 0.3732	LR: 0.015909
Training Epoch: 1 [7680/45000]	Loss: 0.2845	LR: 0.016477
Training Epoch: 1 [7936/45000]	Loss: 0.3679	LR: 0.017045
Training Epoch: 1 [8192/45000]	Loss: 0.2859	LR: 0.017614
Training Epoch: 1 [8448/45000]	Loss: 0.2858	LR: 0.018182
Training Epoch: 1 [8704/45000]	Loss: 0.2739	LR: 0.018750
Training Epoch: 1 [8960/45000]	Loss: 0.3397	LR: 0.019318
Training Epoch: 1 [9216/45000]	Loss: 0.3819	LR: 0.019886
Training Epoch: 1 [9472/45000]	Loss: 0.2822	LR: 0.020455
Training Epoch: 1 [9728/45000]	Loss: 0.2480	LR: 0.021023
Training Epoch: 1 [9984/45000]	Loss: 0.1668	LR: 0.021591
Training Epoch: 1 [10240/45000]	Loss: 0.1732	LR: 0.022159
Training Epoch: 1 [10496/45000]	Loss: 0.1665	LR: 0.022727
Training Epoch: 1 [10752/45000]	Loss: 0.2848	LR: 0.023295
Training Epoch: 1 [11008/45000]	Loss: 0.2229	LR: 0.023864
Training Epoch: 1 [11264/45000]	Loss: 0.3645	LR: 0.024432
Training Epoch: 1 [11520/45000]	Loss: 0.3655	LR: 0.025000
Training Epoch: 1 [11776/45000]	Loss: 0.2723	LR: 0.025568
Training Epoch: 1 [12032/45000]	Loss: 0.2764	LR: 0.026136
Training Epoch: 1 [12288/45000]	Loss: 0.4193	LR: 0.026705
Training Epoch: 1 [12544/45000]	Loss: 0.2371	LR: 0.027273
Training Epoch: 1 [12800/45000]	Loss: 0.3104	LR: 0.027841
Training Epoch: 1 [13056/45000]	Loss: 0.4626	LR: 0.028409
Training Epoch: 1 [13312/45000]	Loss: 0.4104	LR: 0.028977
Training Epoch: 1 [13568/45000]	Loss: 0.4089	LR: 0.029545
Training Epoch: 1 [13824/45000]	Loss: 0.3159	LR: 0.030114
Training Epoch: 1 [14080/45000]	Loss: 0.4173	LR: 0.030682
Training Epoch: 1 [14336/45000]	Loss: 0.3358	LR: 0.031250
Training Epoch: 1 [14592/45000]	Loss: 0.4030	LR: 0.031818
Training Epoch: 1 [14848/45000]	Loss: 0.4235	LR: 0.032386
Training Epoch: 1 [15104/45000]	Loss: 0.2522	LR: 0.032955
Training Epoch: 1 [15360/45000]	Loss: 0.3178	LR: 0.033523
Training Epoch: 1 [15616/45000]	Loss: 0.2381	LR: 0.034091
Training Epoch: 1 [15872/45000]	Loss: 0.2081	LR: 0.034659
Training Epoch: 1 [16128/45000]	Loss: 0.3305	LR: 0.035227
Training Epoch: 1 [16384/45000]	Loss: 0.2815	LR: 0.035795
Training Epoch: 1 [16640/45000]	Loss: 0.1367	LR: 0.036364
Training Epoch: 1 [16896/45000]	Loss: 0.2828	LR: 0.036932
Training Epoch: 1 [17152/45000]	Loss: 0.3016	LR: 0.037500
Training Epoch: 1 [17408/45000]	Loss: 0.4223	LR: 0.038068
Training Epoch: 1 [17664/45000]	Loss: 0.2824	LR: 0.038636
Training Epoch: 1 [17920/45000]	Loss: 0.2559	LR: 0.039205
Training Epoch: 1 [18176/45000]	Loss: 0.2762	LR: 0.039773
Training Epoch: 1 [18432/45000]	Loss: 0.3551	LR: 0.040341
Training Epoch: 1 [18688/45000]	Loss: 0.1787	LR: 0.040909
Training Epoch: 1 [18944/45000]	Loss: 0.2438	LR: 0.041477
Training Epoch: 1 [19200/45000]	Loss: 0.2465	LR: 0.042045
Training Epoch: 1 [19456/45000]	Loss: 0.2291	LR: 0.042614
Training Epoch: 1 [19712/45000]	Loss: 0.2306	LR: 0.043182
Training Epoch: 1 [19968/45000]	Loss: 0.1886	LR: 0.043750
Training Epoch: 1 [20224/45000]	Loss: 0.2444	LR: 0.044318
Training Epoch: 1 [20480/45000]	Loss: 0.2620	LR: 0.044886
Training Epoch: 1 [20736/45000]	Loss: 0.2084	LR: 0.045455
Training Epoch: 1 [20992/45000]	Loss: 0.1904	LR: 0.046023
Training Epoch: 1 [21248/45000]	Loss: 0.2644	LR: 0.046591
Training Epoch: 1 [21504/45000]	Loss: 0.3564	LR: 0.047159
Training Epoch: 1 [21760/45000]	Loss: 0.2726	LR: 0.047727
Training Epoch: 1 [22016/45000]	Loss: 0.2153	LR: 0.048295
Training Epoch: 1 [22272/45000]	Loss: 0.2470	LR: 0.048864
Training Epoch: 1 [22528/45000]	Loss: 0.2422	LR: 0.049432
Training Epoch: 1 [22784/45000]	Loss: 0.2475	LR: 0.050000
Training Epoch: 1 [23040/45000]	Loss: 0.2925	LR: 0.050568
Training Epoch: 1 [23296/45000]	Loss: 0.1868	LR: 0.051136
Training Epoch: 1 [23552/45000]	Loss: 0.2857	LR: 0.051705
Training Epoch: 1 [23808/45000]	Loss: 0.2314	LR: 0.052273
Training Epoch: 1 [24064/45000]	Loss: 0.2494	LR: 0.052841
Training Epoch: 1 [24320/45000]	Loss: 0.3629	LR: 0.053409
Training Epoch: 1 [24576/45000]	Loss: 0.2311	LR: 0.053977
Training Epoch: 1 [24832/45000]	Loss: 0.2651	LR: 0.054545
Training Epoch: 1 [25088/45000]	Loss: 0.2505	LR: 0.055114
Training Epoch: 1 [25344/45000]	Loss: 0.2168	LR: 0.055682
Training Epoch: 1 [25600/45000]	Loss: 0.2004	LR: 0.056250
Training Epoch: 1 [25856/45000]	Loss: 0.2017	LR: 0.056818
Training Epoch: 1 [26112/45000]	Loss: 0.2482	LR: 0.057386
Training Epoch: 1 [26368/45000]	Loss: 0.2212	LR: 0.057955
Training Epoch: 1 [26624/45000]	Loss: 0.2408	LR: 0.058523
Training Epoch: 1 [26880/45000]	Loss: 0.2898	LR: 0.059091
Training Epoch: 1 [27136/45000]	Loss: 0.2478	LR: 0.059659
Training Epoch: 1 [27392/45000]	Loss: 0.2942	LR: 0.060227
Training Epoch: 1 [27648/45000]	Loss: 0.2208	LR: 0.060795
Training Epoch: 1 [27904/45000]	Loss: 0.2195	LR: 0.061364
Training Epoch: 1 [28160/45000]	Loss: 0.2428	LR: 0.061932
Training Epoch: 1 [28416/45000]	Loss: 0.2057	LR: 0.062500
Training Epoch: 1 [28672/45000]	Loss: 0.2978	LR: 0.063068
Training Epoch: 1 [28928/45000]	Loss: 0.2692	LR: 0.063636
Training Epoch: 1 [29184/45000]	Loss: 0.2237	LR: 0.064205
Training Epoch: 1 [29440/45000]	Loss: 0.2359	LR: 0.064773
Training Epoch: 1 [29696/45000]	Loss: 0.1316	LR: 0.065341
Training Epoch: 1 [29952/45000]	Loss: 0.2026	LR: 0.065909
Training Epoch: 1 [30208/45000]	Loss: 0.1695	LR: 0.066477
Training Epoch: 1 [30464/45000]	Loss: 0.2038	LR: 0.067045
Training Epoch: 1 [30720/45000]	Loss: 0.4931	LR: 0.067614
Training Epoch: 1 [30976/45000]	Loss: 0.3552	LR: 0.068182
Training Epoch: 1 [31232/45000]	Loss: 0.3672	LR: 0.068750
Training Epoch: 1 [31488/45000]	Loss: 0.3905	LR: 0.069318
Training Epoch: 1 [31744/45000]	Loss: 0.3651	LR: 0.069886
Training Epoch: 1 [32000/45000]	Loss: 0.3420	LR: 0.070455
Training Epoch: 1 [32256/45000]	Loss: 0.3392	LR: 0.071023
Training Epoch: 1 [32512/45000]	Loss: 0.3314	LR: 0.071591
Training Epoch: 1 [32768/45000]	Loss: 0.2846	LR: 0.072159
Training Epoch: 1 [33024/45000]	Loss: 0.3163	LR: 0.072727
Training Epoch: 1 [33280/45000]	Loss: 0.3051	LR: 0.073295
Training Epoch: 1 [33536/45000]	Loss: 0.2161	LR: 0.073864
Training Epoch: 1 [33792/45000]	Loss: 0.3489	LR: 0.074432
Training Epoch: 1 [34048/45000]	Loss: 0.2624	LR: 0.075000
Training Epoch: 1 [34304/45000]	Loss: 0.5740	LR: 0.075568
Training Epoch: 1 [34560/45000]	Loss: 0.3177	LR: 0.076136
Training Epoch: 1 [34816/45000]	Loss: 0.6453	LR: 0.076705
Training Epoch: 1 [35072/45000]	Loss: 0.5668	LR: 0.077273
Training Epoch: 1 [35328/45000]	Loss: 0.4682	LR: 0.077841
Training Epoch: 1 [35584/45000]	Loss: 0.5609	LR: 0.078409
Training Epoch: 1 [35840/45000]	Loss: 0.6649	LR: 0.078977
Training Epoch: 1 [36096/45000]	Loss: 0.4430	LR: 0.079545
Training Epoch: 1 [36352/45000]	Loss: 0.3188	LR: 0.080114
Training Epoch: 1 [36608/45000]	Loss: 0.4485	LR: 0.080682
Training Epoch: 1 [36864/45000]	Loss: 2.7220	LR: 0.081250
Training Epoch: 1 [37120/45000]	Loss: 4.7467	LR: 0.081818
Training Epoch: 1 [37376/45000]	Loss: 3.8343	LR: 0.082386
Training Epoch: 1 [37632/45000]	Loss: 3.5855	LR: 0.082955
Training Epoch: 1 [37888/45000]	Loss: 2.7637	LR: 0.083523
Training Epoch: 1 [38144/45000]	Loss: 3.1582	LR: 0.084091
Training Epoch: 1 [38400/45000]	Loss: 2.9734	LR: 0.084659
Training Epoch: 1 [38656/45000]	Loss: 2.9540	LR: 0.085227
Training Epoch: 1 [38912/45000]	Loss: 2.5396	LR: 0.085795
Training Epoch: 1 [39168/45000]	Loss: 2.6437	LR: 0.086364
Training Epoch: 1 [39424/45000]	Loss: 2.6213	LR: 0.086932
Training Epoch: 1 [39680/45000]	Loss: 2.5816	LR: 0.087500
Training Epoch: 1 [39936/45000]	Loss: 2.5379	LR: 0.088068
Training Epoch: 1 [40192/45000]	Loss: 2.5220	LR: 0.088636
Training Epoch: 1 [40448/45000]	Loss: 2.4109	LR: 0.089205
Training Epoch: 1 [40704/45000]	Loss: 2.4328	LR: 0.089773
Training Epoch: 1 [40960/45000]	Loss: 2.4016	LR: 0.090341
Training Epoch: 1 [41216/45000]	Loss: 2.4363	LR: 0.090909
Training Epoch: 1 [41472/45000]	Loss: 2.4441	LR: 0.091477
Training Epoch: 1 [41728/45000]	Loss: 2.3637	LR: 0.092045
Training Epoch: 1 [41984/45000]	Loss: 2.4011	LR: 0.092614
Training Epoch: 1 [42240/45000]	Loss: 2.4803	LR: 0.093182
Training Epoch: 1 [42496/45000]	Loss: 2.4540	LR: 0.093750
Training Epoch: 1 [42752/45000]	Loss: 2.3420	LR: 0.094318
Training Epoch: 1 [43008/45000]	Loss: 2.4856	LR: 0.094886
Training Epoch: 1 [43264/45000]	Loss: 2.4173	LR: 0.095455
Training Epoch: 1 [43520/45000]	Loss: 2.2994	LR: 0.096023
Training Epoch: 1 [43776/45000]	Loss: 2.3572	LR: 0.096591
Training Epoch: 1 [44032/45000]	Loss: 2.4981	LR: 0.097159
Training Epoch: 1 [44288/45000]	Loss: 2.3747	LR: 0.097727
Training Epoch: 1 [44544/45000]	Loss: 2.3155	LR: 0.098295
Training Epoch: 1 [44800/45000]	Loss: 2.3647	LR: 0.098864
Training Epoch: 1 [45000/45000]	Loss: 2.3968	LR: 0.099432
Epoch 1 - Average Train Loss: 0.8618, Train Accuracy: 0.7145
Epoch 1 training time consumed: 325.54s
Evaluating Network.....
Test set: Epoch: 1, Average loss: 0.0095, Accuracy: 0.1429, Time consumed:23.48s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-1-best.pth
Training Epoch: 2 [256/45000]	Loss: 2.3397	LR: 0.100000
Training Epoch: 2 [512/45000]	Loss: 2.3226	LR: 0.100000
Training Epoch: 2 [768/45000]	Loss: 2.3010	LR: 0.100000
Training Epoch: 2 [1024/45000]	Loss: 2.3092	LR: 0.100000
Training Epoch: 2 [1280/45000]	Loss: 2.3725	LR: 0.100000
Training Epoch: 2 [1536/45000]	Loss: 2.3253	LR: 0.100000
Training Epoch: 2 [1792/45000]	Loss: 2.2920	LR: 0.100000
Training Epoch: 2 [2048/45000]	Loss: 2.3069	LR: 0.100000
Training Epoch: 2 [2304/45000]	Loss: 2.2843	LR: 0.100000
Training Epoch: 2 [2560/45000]	Loss: 2.2720	LR: 0.100000
Training Epoch: 2 [2816/45000]	Loss: 2.3338	LR: 0.100000
Training Epoch: 2 [3072/45000]	Loss: 2.3132	LR: 0.100000
Training Epoch: 2 [3328/45000]	Loss: 2.2900	LR: 0.100000
Training Epoch: 2 [3584/45000]	Loss: 2.3177	LR: 0.100000
Training Epoch: 2 [3840/45000]	Loss: 2.2799	LR: 0.100000
Training Epoch: 2 [4096/45000]	Loss: 2.3608	LR: 0.100000
Training Epoch: 2 [4352/45000]	Loss: 2.2827	LR: 0.100000
Training Epoch: 2 [4608/45000]	Loss: 2.2652	LR: 0.100000
Training Epoch: 2 [4864/45000]	Loss: 2.2966	LR: 0.100000
Training Epoch: 2 [5120/45000]	Loss: 2.2583	LR: 0.100000
Training Epoch: 2 [5376/45000]	Loss: 2.2680	LR: 0.100000
Training Epoch: 2 [5632/45000]	Loss: 2.2868	LR: 0.100000
Training Epoch: 2 [5888/45000]	Loss: 2.2370	LR: 0.100000
Training Epoch: 2 [6144/45000]	Loss: 2.2665	LR: 0.100000
Training Epoch: 2 [6400/45000]	Loss: 2.2483	LR: 0.100000
Training Epoch: 2 [6656/45000]	Loss: 2.2837	LR: 0.100000
Training Epoch: 2 [6912/45000]	Loss: 2.2612	LR: 0.100000
Training Epoch: 2 [7168/45000]	Loss: 2.2053	LR: 0.100000
Training Epoch: 2 [7424/45000]	Loss: 2.1909	LR: 0.100000
Training Epoch: 2 [7680/45000]	Loss: 2.3249	LR: 0.100000
Training Epoch: 2 [7936/45000]	Loss: 2.1962	LR: 0.100000
Training Epoch: 2 [8192/45000]	Loss: 2.2855	LR: 0.100000
Training Epoch: 2 [8448/45000]	Loss: 2.2557	LR: 0.100000
Training Epoch: 2 [8704/45000]	Loss: 2.1291	LR: 0.100000
Training Epoch: 2 [8960/45000]	Loss: 2.1411	LR: 0.100000
Training Epoch: 2 [9216/45000]	Loss: 2.1909	LR: 0.100000
Training Epoch: 2 [9472/45000]	Loss: 2.2230	LR: 0.100000
Training Epoch: 2 [9728/45000]	Loss: 2.1115	LR: 0.100000
Training Epoch: 2 [9984/45000]	Loss: 2.1954	LR: 0.100000
Training Epoch: 2 [10240/45000]	Loss: 2.2380	LR: 0.100000
Training Epoch: 2 [10496/45000]	Loss: 2.2173	LR: 0.100000
Training Epoch: 2 [10752/45000]	Loss: 2.1779	LR: 0.100000
Training Epoch: 2 [11008/45000]	Loss: 2.1970	LR: 0.100000
Training Epoch: 2 [11264/45000]	Loss: 2.2240	LR: 0.100000
Training Epoch: 2 [11520/45000]	Loss: 2.1965	LR: 0.100000
Training Epoch: 2 [11776/45000]	Loss: 2.1834	LR: 0.100000
Training Epoch: 2 [12032/45000]	Loss: 2.1426	LR: 0.100000
Training Epoch: 2 [12288/45000]	Loss: 2.2505	LR: 0.100000
Training Epoch: 2 [12544/45000]	Loss: 2.2170	LR: 0.100000
Training Epoch: 2 [12800/45000]	Loss: 2.2679	LR: 0.100000
Training Epoch: 2 [13056/45000]	Loss: 2.2633	LR: 0.100000
Training Epoch: 2 [13312/45000]	Loss: 2.3050	LR: 0.100000
Training Epoch: 2 [13568/45000]	Loss: 2.2950	LR: 0.100000
Training Epoch: 2 [13824/45000]	Loss: 2.2597	LR: 0.100000
Training Epoch: 2 [14080/45000]	Loss: 2.2959	LR: 0.100000
Training Epoch: 2 [14336/45000]	Loss: 2.2345	LR: 0.100000
Training Epoch: 2 [14592/45000]	Loss: 2.2195	LR: 0.100000
Training Epoch: 2 [14848/45000]	Loss: 2.2372	LR: 0.100000
Training Epoch: 2 [15104/45000]	Loss: 2.2618	LR: 0.100000
Training Epoch: 2 [15360/45000]	Loss: 2.2232	LR: 0.100000
Training Epoch: 2 [15616/45000]	Loss: 2.2276	LR: 0.100000
Training Epoch: 2 [15872/45000]	Loss: 2.2417	LR: 0.100000
Training Epoch: 2 [16128/45000]	Loss: 2.2212	LR: 0.100000
Training Epoch: 2 [16384/45000]	Loss: 2.2166	LR: 0.100000
Training Epoch: 2 [16640/45000]	Loss: 2.2516	LR: 0.100000
Training Epoch: 2 [16896/45000]	Loss: 2.2146	LR: 0.100000
Training Epoch: 2 [17152/45000]	Loss: 2.2241	LR: 0.100000
Training Epoch: 2 [17408/45000]	Loss: 2.2502	LR: 0.100000
Training Epoch: 2 [17664/45000]	Loss: 2.2164	LR: 0.100000
Training Epoch: 2 [17920/45000]	Loss: 2.2348	LR: 0.100000
Training Epoch: 2 [18176/45000]	Loss: 2.1901	LR: 0.100000
Training Epoch: 2 [18432/45000]	Loss: 2.2051	LR: 0.100000
Training Epoch: 2 [18688/45000]	Loss: 2.1954	LR: 0.100000
Training Epoch: 2 [18944/45000]	Loss: 2.2726	LR: 0.100000
Training Epoch: 2 [19200/45000]	Loss: 2.1585	LR: 0.100000
Training Epoch: 2 [19456/45000]	Loss: 2.1884	LR: 0.100000
Training Epoch: 2 [19712/45000]	Loss: 2.2358	LR: 0.100000
Training Epoch: 2 [19968/45000]	Loss: 2.2284	LR: 0.100000
Training Epoch: 2 [20224/45000]	Loss: 2.1409	LR: 0.100000
Training Epoch: 2 [20480/45000]	Loss: 2.2492	LR: 0.100000
Training Epoch: 2 [20736/45000]	Loss: 2.1943	LR: 0.100000
Training Epoch: 2 [20992/45000]	Loss: 2.1726	LR: 0.100000
Training Epoch: 2 [21248/45000]	Loss: 2.1800	LR: 0.100000
Training Epoch: 2 [21504/45000]	Loss: 2.2236	LR: 0.100000
Training Epoch: 2 [21760/45000]	Loss: 2.2026	LR: 0.100000
Training Epoch: 2 [22016/45000]	Loss: 2.3138	LR: 0.100000
Training Epoch: 2 [22272/45000]	Loss: 2.2235	LR: 0.100000
Training Epoch: 2 [22528/45000]	Loss: 2.1573	LR: 0.100000
Training Epoch: 2 [22784/45000]	Loss: 2.3181	LR: 0.100000
Training Epoch: 2 [23040/45000]	Loss: 2.2523	LR: 0.100000
Training Epoch: 2 [23296/45000]	Loss: 2.1432	LR: 0.100000
Training Epoch: 2 [23552/45000]	Loss: 2.2529	LR: 0.100000
Training Epoch: 2 [23808/45000]	Loss: 2.3041	LR: 0.100000
Training Epoch: 2 [24064/45000]	Loss: 2.2304	LR: 0.100000
Training Epoch: 2 [24320/45000]	Loss: 2.1706	LR: 0.100000
Training Epoch: 2 [24576/45000]	Loss: 2.1578	LR: 0.100000
Training Epoch: 2 [24832/45000]	Loss: 2.2001	LR: 0.100000
Training Epoch: 2 [25088/45000]	Loss: 2.1577	LR: 0.100000
Training Epoch: 2 [25344/45000]	Loss: 2.0926	LR: 0.100000
Training Epoch: 2 [25600/45000]	Loss: 2.1736	LR: 0.100000
Training Epoch: 2 [25856/45000]	Loss: 2.1899	LR: 0.100000
Training Epoch: 2 [26112/45000]	Loss: 2.1958	LR: 0.100000
Training Epoch: 2 [26368/45000]	Loss: 2.1816	LR: 0.100000
Training Epoch: 2 [26624/45000]	Loss: 2.1707	LR: 0.100000
Training Epoch: 2 [26880/45000]	Loss: 2.1076	LR: 0.100000
Training Epoch: 2 [27136/45000]	Loss: 2.1906	LR: 0.100000
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Training Epoch: 2 [27904/45000]	Loss: 2.1518	LR: 0.100000
Training Epoch: 2 [28160/45000]	Loss: 2.1365	LR: 0.100000
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Training Epoch: 2 [36352/45000]	Loss: 2.1560	LR: 0.100000
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Training Epoch: 2 [37376/45000]	Loss: 2.1118	LR: 0.100000
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Training Epoch: 2 [38656/45000]	Loss: 2.1594	LR: 0.100000
Training Epoch: 2 [38912/45000]	Loss: 2.0527	LR: 0.100000
Training Epoch: 2 [39168/45000]	Loss: 2.0571	LR: 0.100000
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Training Epoch: 2 [39936/45000]	Loss: 2.0985	LR: 0.100000
Training Epoch: 2 [40192/45000]	Loss: 2.1656	LR: 0.100000
Training Epoch: 2 [40448/45000]	Loss: 2.1148	LR: 0.100000
Training Epoch: 2 [40704/45000]	Loss: 2.1266	LR: 0.100000
Training Epoch: 2 [40960/45000]	Loss: 2.0650	LR: 0.100000
Training Epoch: 2 [41216/45000]	Loss: 2.1321	LR: 0.100000
Training Epoch: 2 [41472/45000]	Loss: 2.1622	LR: 0.100000
Training Epoch: 2 [41728/45000]	Loss: 2.1208	LR: 0.100000
Training Epoch: 2 [41984/45000]	Loss: 2.0757	LR: 0.100000
Training Epoch: 2 [42240/45000]	Loss: 2.1353	LR: 0.100000
Training Epoch: 2 [42496/45000]	Loss: 2.1790	LR: 0.100000
Training Epoch: 2 [42752/45000]	Loss: 2.1795	LR: 0.100000
Training Epoch: 2 [43008/45000]	Loss: 2.1246	LR: 0.100000
Training Epoch: 2 [43264/45000]	Loss: 2.0893	LR: 0.100000
Training Epoch: 2 [43520/45000]	Loss: 2.1060	LR: 0.100000
Training Epoch: 2 [43776/45000]	Loss: 2.1225	LR: 0.100000
Training Epoch: 2 [44032/45000]	Loss: 2.0446	LR: 0.100000
Training Epoch: 2 [44288/45000]	Loss: 2.1209	LR: 0.100000
Training Epoch: 2 [44544/45000]	Loss: 2.1431	LR: 0.100000
Training Epoch: 2 [44800/45000]	Loss: 2.1091	LR: 0.100000
Training Epoch: 2 [45000/45000]	Loss: 2.1411	LR: 0.100000
Epoch 2 - Average Train Loss: 2.1935, Train Accuracy: 0.1691
Epoch 2 training time consumed: 324.28s
Evaluating Network.....
Test set: Epoch: 2, Average loss: 0.0085, Accuracy: 0.1697, Time consumed:23.47s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-2-best.pth
Training Epoch: 3 [256/45000]	Loss: 2.1611	LR: 0.100000
Training Epoch: 3 [512/45000]	Loss: 2.0998	LR: 0.100000
Training Epoch: 3 [768/45000]	Loss: 2.1609	LR: 0.100000
Training Epoch: 3 [1024/45000]	Loss: 2.1571	LR: 0.100000
Training Epoch: 3 [1280/45000]	Loss: 2.0871	LR: 0.100000
Training Epoch: 3 [1536/45000]	Loss: 2.1335	LR: 0.100000
Training Epoch: 3 [1792/45000]	Loss: 2.1548	LR: 0.100000
Training Epoch: 3 [2048/45000]	Loss: 2.1361	LR: 0.100000
Training Epoch: 3 [2304/45000]	Loss: 2.1036	LR: 0.100000
Training Epoch: 3 [2560/45000]	Loss: 2.1330	LR: 0.100000
Training Epoch: 3 [2816/45000]	Loss: 2.0819	LR: 0.100000
Training Epoch: 3 [3072/45000]	Loss: 2.1637	LR: 0.100000
Training Epoch: 3 [3328/45000]	Loss: 2.0961	LR: 0.100000
Training Epoch: 3 [3584/45000]	Loss: 2.0627	LR: 0.100000
Training Epoch: 3 [3840/45000]	Loss: 2.1187	LR: 0.100000
Training Epoch: 3 [4096/45000]	Loss: 2.1534	LR: 0.100000
Training Epoch: 3 [4352/45000]	Loss: 2.1448	LR: 0.100000
Training Epoch: 3 [4608/45000]	Loss: 2.1457	LR: 0.100000
Training Epoch: 3 [4864/45000]	Loss: 2.0536	LR: 0.100000
Training Epoch: 3 [5120/45000]	Loss: 2.1605	LR: 0.100000
Training Epoch: 3 [5376/45000]	Loss: 2.1932	LR: 0.100000
Training Epoch: 3 [5632/45000]	Loss: 2.1494	LR: 0.100000
Training Epoch: 3 [5888/45000]	Loss: 2.0958	LR: 0.100000
Training Epoch: 3 [6144/45000]	Loss: 2.1804	LR: 0.100000
Training Epoch: 3 [6400/45000]	Loss: 2.0800	LR: 0.100000
Training Epoch: 3 [6656/45000]	Loss: 2.1628	LR: 0.100000
Training Epoch: 3 [6912/45000]	Loss: 2.1663	LR: 0.100000
Training Epoch: 3 [7168/45000]	Loss: 2.1365	LR: 0.100000
Training Epoch: 3 [7424/45000]	Loss: 2.1288	LR: 0.100000
Training Epoch: 3 [7680/45000]	Loss: 2.0674	LR: 0.100000
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Training Epoch: 3 [8448/45000]	Loss: 2.0517	LR: 0.100000
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Training Epoch: 3 [9216/45000]	Loss: 2.1296	LR: 0.100000
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Training Epoch: 3 [10240/45000]	Loss: 2.0988	LR: 0.100000
Training Epoch: 3 [10496/45000]	Loss: 2.1347	LR: 0.100000
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Training Epoch: 3 [11776/45000]	Loss: 2.1517	LR: 0.100000
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Training Epoch: 3 [26880/45000]	Loss: 2.0852	LR: 0.100000
Training Epoch: 3 [27136/45000]	Loss: 2.0823	LR: 0.100000
Training Epoch: 3 [27392/45000]	Loss: 2.0919	LR: 0.100000
Training Epoch: 3 [27648/45000]	Loss: 2.0827	LR: 0.100000
Training Epoch: 3 [27904/45000]	Loss: 1.9837	LR: 0.100000
Training Epoch: 3 [28160/45000]	Loss: 2.0904	LR: 0.100000
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Training Epoch: 3 [29184/45000]	Loss: 2.0756	LR: 0.100000
Training Epoch: 3 [29440/45000]	Loss: 2.0270	LR: 0.100000
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Training Epoch: 3 [36096/45000]	Loss: 2.0879	LR: 0.100000
Training Epoch: 3 [36352/45000]	Loss: 2.0573	LR: 0.100000
Training Epoch: 3 [36608/45000]	Loss: 2.1425	LR: 0.100000
Training Epoch: 3 [36864/45000]	Loss: 2.0902	LR: 0.100000
Training Epoch: 3 [37120/45000]	Loss: 2.0523	LR: 0.100000
Training Epoch: 3 [37376/45000]	Loss: 2.0147	LR: 0.100000
Training Epoch: 3 [37632/45000]	Loss: 2.0904	LR: 0.100000
Training Epoch: 3 [37888/45000]	Loss: 2.0099	LR: 0.100000
Training Epoch: 3 [38144/45000]	Loss: 1.9879	LR: 0.100000
Training Epoch: 3 [38400/45000]	Loss: 2.0745	LR: 0.100000
Training Epoch: 3 [38656/45000]	Loss: 2.0444	LR: 0.100000
Training Epoch: 3 [38912/45000]	Loss: 2.0517	LR: 0.100000
Training Epoch: 3 [39168/45000]	Loss: 2.0656	LR: 0.100000
Training Epoch: 3 [39424/45000]	Loss: 2.0727	LR: 0.100000
Training Epoch: 3 [39680/45000]	Loss: 2.1395	LR: 0.100000
Training Epoch: 3 [39936/45000]	Loss: 2.0954	LR: 0.100000
Training Epoch: 3 [40192/45000]	Loss: 2.0507	LR: 0.100000
Training Epoch: 3 [40448/45000]	Loss: 2.1303	LR: 0.100000
Training Epoch: 3 [40704/45000]	Loss: 2.0435	LR: 0.100000
Training Epoch: 3 [40960/45000]	Loss: 2.0411	LR: 0.100000
Training Epoch: 3 [41216/45000]	Loss: 2.0312	LR: 0.100000
Training Epoch: 3 [41472/45000]	Loss: 2.0737	LR: 0.100000
Training Epoch: 3 [41728/45000]	Loss: 1.9786	LR: 0.100000
Training Epoch: 3 [41984/45000]	Loss: 2.0809	LR: 0.100000
Training Epoch: 3 [42240/45000]	Loss: 1.9910	LR: 0.100000
Training Epoch: 3 [42496/45000]	Loss: 2.0416	LR: 0.100000
Training Epoch: 3 [42752/45000]	Loss: 2.0838	LR: 0.100000
Training Epoch: 3 [43008/45000]	Loss: 2.0219	LR: 0.100000
Training Epoch: 3 [43264/45000]	Loss: 2.0919	LR: 0.100000
Training Epoch: 3 [43520/45000]	Loss: 1.9651	LR: 0.100000
Training Epoch: 3 [43776/45000]	Loss: 2.0486	LR: 0.100000
Training Epoch: 3 [44032/45000]	Loss: 2.0338	LR: 0.100000
Training Epoch: 3 [44288/45000]	Loss: 2.1213	LR: 0.100000
Training Epoch: 3 [44544/45000]	Loss: 2.1371	LR: 0.100000
Training Epoch: 3 [44800/45000]	Loss: 2.0891	LR: 0.100000
Training Epoch: 3 [45000/45000]	Loss: 2.0504	LR: 0.100000
Epoch 3 - Average Train Loss: 2.0878, Train Accuracy: 0.2130
Epoch 3 training time consumed: 324.71s
Evaluating Network.....
Test set: Epoch: 3, Average loss: 0.0081, Accuracy: 0.2361, Time consumed:23.46s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-3-best.pth
Training Epoch: 4 [256/45000]	Loss: 2.0233	LR: 0.100000
Training Epoch: 4 [512/45000]	Loss: 2.0684	LR: 0.100000
Training Epoch: 4 [768/45000]	Loss: 2.0708	LR: 0.100000
Training Epoch: 4 [1024/45000]	Loss: 1.9961	LR: 0.100000
Training Epoch: 4 [1280/45000]	Loss: 2.0566	LR: 0.100000
Training Epoch: 4 [1536/45000]	Loss: 2.0182	LR: 0.100000
Training Epoch: 4 [1792/45000]	Loss: 1.9771	LR: 0.100000
Training Epoch: 4 [2048/45000]	Loss: 2.0214	LR: 0.100000
Training Epoch: 4 [2304/45000]	Loss: 2.0947	LR: 0.100000
Training Epoch: 4 [2560/45000]	Loss: 2.0126	LR: 0.100000
Training Epoch: 4 [2816/45000]	Loss: 2.0788	LR: 0.100000
Training Epoch: 4 [3072/45000]	Loss: 2.0107	LR: 0.100000
Training Epoch: 4 [3328/45000]	Loss: 2.0351	LR: 0.100000
Training Epoch: 4 [3584/45000]	Loss: 2.1014	LR: 0.100000
Training Epoch: 4 [3840/45000]	Loss: 2.0978	LR: 0.100000
Training Epoch: 4 [4096/45000]	Loss: 2.1249	LR: 0.100000
Training Epoch: 4 [4352/45000]	Loss: 2.0574	LR: 0.100000
Training Epoch: 4 [4608/45000]	Loss: 2.0709	LR: 0.100000
Training Epoch: 4 [4864/45000]	Loss: 2.1264	LR: 0.100000
Training Epoch: 4 [5120/45000]	Loss: 2.0440	LR: 0.100000
Training Epoch: 4 [5376/45000]	Loss: 2.0327	LR: 0.100000
Training Epoch: 4 [5632/45000]	Loss: 1.9992	LR: 0.100000
Training Epoch: 4 [5888/45000]	Loss: 2.0430	LR: 0.100000
Training Epoch: 4 [6144/45000]	Loss: 2.0388	LR: 0.100000
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Training Epoch: 4 [9984/45000]	Loss: 2.0949	LR: 0.100000
Training Epoch: 4 [10240/45000]	Loss: 2.1314	LR: 0.100000
Training Epoch: 4 [10496/45000]	Loss: 2.1212	LR: 0.100000
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Training Epoch: 4 [11008/45000]	Loss: 2.0737	LR: 0.100000
Training Epoch: 4 [11264/45000]	Loss: 2.1182	LR: 0.100000
Training Epoch: 4 [11520/45000]	Loss: 2.0919	LR: 0.100000
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Training Epoch: 4 [43776/45000]	Loss: 1.9838	LR: 0.100000
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Training Epoch: 4 [44800/45000]	Loss: 2.0381	LR: 0.100000
Training Epoch: 4 [45000/45000]	Loss: 1.9199	LR: 0.100000
Epoch 4 - Average Train Loss: 2.0441, Train Accuracy: 0.2277
Epoch 4 training time consumed: 324.51s
Evaluating Network.....
Test set: Epoch: 4, Average loss: 0.0081, Accuracy: 0.2373, Time consumed:23.48s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-4-best.pth
Training Epoch: 5 [256/45000]	Loss: 1.9918	LR: 0.100000
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Training Epoch: 5 [42496/45000]	Loss: 1.9087	LR: 0.100000
Training Epoch: 5 [42752/45000]	Loss: 1.9276	LR: 0.100000
Training Epoch: 5 [43008/45000]	Loss: 1.8802	LR: 0.100000
Training Epoch: 5 [43264/45000]	Loss: 1.9826	LR: 0.100000
Training Epoch: 5 [43520/45000]	Loss: 1.8937	LR: 0.100000
Training Epoch: 5 [43776/45000]	Loss: 1.9244	LR: 0.100000
Training Epoch: 5 [44032/45000]	Loss: 1.9413	LR: 0.100000
Training Epoch: 5 [44288/45000]	Loss: 1.8817	LR: 0.100000
Training Epoch: 5 [44544/45000]	Loss: 1.9385	LR: 0.100000
Training Epoch: 5 [44800/45000]	Loss: 1.9707	LR: 0.100000
Training Epoch: 5 [45000/45000]	Loss: 1.9535	LR: 0.100000
Epoch 5 - Average Train Loss: 1.9733, Train Accuracy: 0.2568
Epoch 5 training time consumed: 324.63s
Evaluating Network.....
Test set: Epoch: 5, Average loss: 0.0078, Accuracy: 0.2578, Time consumed:23.51s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-5-best.pth
Training Epoch: 6 [256/45000]	Loss: 1.9024	LR: 0.100000
Training Epoch: 6 [512/45000]	Loss: 2.0346	LR: 0.100000
Training Epoch: 6 [768/45000]	Loss: 2.0117	LR: 0.100000
Training Epoch: 6 [1024/45000]	Loss: 1.9137	LR: 0.100000
Training Epoch: 6 [1280/45000]	Loss: 1.9844	LR: 0.100000
Training Epoch: 6 [1536/45000]	Loss: 1.9547	LR: 0.100000
Training Epoch: 6 [1792/45000]	Loss: 1.8898	LR: 0.100000
Training Epoch: 6 [2048/45000]	Loss: 1.9136	LR: 0.100000
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Training Epoch: 6 [39168/45000]	Loss: 1.7995	LR: 0.100000
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Training Epoch: 6 [40960/45000]	Loss: 1.9129	LR: 0.100000
Training Epoch: 6 [41216/45000]	Loss: 1.8410	LR: 0.100000
Training Epoch: 6 [41472/45000]	Loss: 1.8988	LR: 0.100000
Training Epoch: 6 [41728/45000]	Loss: 1.9172	LR: 0.100000
Training Epoch: 6 [41984/45000]	Loss: 1.8670	LR: 0.100000
Training Epoch: 6 [42240/45000]	Loss: 1.7785	LR: 0.100000
Training Epoch: 6 [42496/45000]	Loss: 1.9178	LR: 0.100000
Training Epoch: 6 [42752/45000]	Loss: 1.9574	LR: 0.100000
Training Epoch: 6 [43008/45000]	Loss: 1.9363	LR: 0.100000
Training Epoch: 6 [43264/45000]	Loss: 1.9436	LR: 0.100000
Training Epoch: 6 [43520/45000]	Loss: 1.8856	LR: 0.100000
Training Epoch: 6 [43776/45000]	Loss: 1.9034	LR: 0.100000
Training Epoch: 6 [44032/45000]	Loss: 1.9929	LR: 0.100000
Training Epoch: 6 [44288/45000]	Loss: 1.9132	LR: 0.100000
Training Epoch: 6 [44544/45000]	Loss: 1.8612	LR: 0.100000
Training Epoch: 6 [44800/45000]	Loss: 1.8941	LR: 0.100000
Training Epoch: 6 [45000/45000]	Loss: 1.9243	LR: 0.100000
Epoch 6 - Average Train Loss: 1.9170, Train Accuracy: 0.2824
Epoch 6 training time consumed: 324.78s
Evaluating Network.....
Test set: Epoch: 6, Average loss: 0.0077, Accuracy: 0.2858, Time consumed:23.47s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-6-best.pth
Training Epoch: 7 [256/45000]	Loss: 1.8404	LR: 0.020000
Training Epoch: 7 [512/45000]	Loss: 1.8537	LR: 0.020000
Training Epoch: 7 [768/45000]	Loss: 1.9256	LR: 0.020000
Training Epoch: 7 [1024/45000]	Loss: 1.9325	LR: 0.020000
Training Epoch: 7 [1280/45000]	Loss: 1.8867	LR: 0.020000
Training Epoch: 7 [1536/45000]	Loss: 1.8701	LR: 0.020000
Training Epoch: 7 [1792/45000]	Loss: 1.8833	LR: 0.020000
Training Epoch: 7 [2048/45000]	Loss: 1.8186	LR: 0.020000
Training Epoch: 7 [2304/45000]	Loss: 1.8510	LR: 0.020000
Training Epoch: 7 [2560/45000]	Loss: 1.9196	LR: 0.020000
Training Epoch: 7 [2816/45000]	Loss: 1.8897	LR: 0.020000
Training Epoch: 7 [3072/45000]	Loss: 1.7877	LR: 0.020000
Training Epoch: 7 [3328/45000]	Loss: 1.9808	LR: 0.020000
Training Epoch: 7 [3584/45000]	Loss: 1.8826	LR: 0.020000
Training Epoch: 7 [3840/45000]	Loss: 1.8478	LR: 0.020000
Training Epoch: 7 [4096/45000]	Loss: 1.8307	LR: 0.020000
Training Epoch: 7 [4352/45000]	Loss: 1.8635	LR: 0.020000
Training Epoch: 7 [4608/45000]	Loss: 1.8986	LR: 0.020000
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Training Epoch: 7 [5120/45000]	Loss: 1.8689	LR: 0.020000
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Training Epoch: 7 [26112/45000]	Loss: 1.7934	LR: 0.020000
Training Epoch: 7 [26368/45000]	Loss: 1.9004	LR: 0.020000
Training Epoch: 7 [26624/45000]	Loss: 1.8785	LR: 0.020000
Training Epoch: 7 [26880/45000]	Loss: 1.8425	LR: 0.020000
Training Epoch: 7 [27136/45000]	Loss: 1.8543	LR: 0.020000
Training Epoch: 7 [27392/45000]	Loss: 1.8248	LR: 0.020000
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Training Epoch: 7 [27904/45000]	Loss: 1.8251	LR: 0.020000
Training Epoch: 7 [28160/45000]	Loss: 1.8051	LR: 0.020000
Training Epoch: 7 [28416/45000]	Loss: 1.8576	LR: 0.020000
Training Epoch: 7 [28672/45000]	Loss: 1.9568	LR: 0.020000
Training Epoch: 7 [28928/45000]	Loss: 1.8870	LR: 0.020000
Training Epoch: 7 [29184/45000]	Loss: 1.7952	LR: 0.020000
Training Epoch: 7 [29440/45000]	Loss: 1.9114	LR: 0.020000
Training Epoch: 7 [29696/45000]	Loss: 1.9140	LR: 0.020000
Training Epoch: 7 [29952/45000]	Loss: 1.8280	LR: 0.020000
Training Epoch: 7 [30208/45000]	Loss: 1.8528	LR: 0.020000
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Training Epoch: 7 [30720/45000]	Loss: 1.9563	LR: 0.020000
Training Epoch: 7 [30976/45000]	Loss: 1.8227	LR: 0.020000
Training Epoch: 7 [31232/45000]	Loss: 1.7891	LR: 0.020000
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Training Epoch: 7 [32000/45000]	Loss: 1.8188	LR: 0.020000
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Training Epoch: 7 [33024/45000]	Loss: 1.9039	LR: 0.020000
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Training Epoch: 7 [37376/45000]	Loss: 1.8096	LR: 0.020000
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Training Epoch: 7 [37888/45000]	Loss: 1.7949	LR: 0.020000
Training Epoch: 7 [38144/45000]	Loss: 1.8503	LR: 0.020000
Training Epoch: 7 [38400/45000]	Loss: 1.8587	LR: 0.020000
Training Epoch: 7 [38656/45000]	Loss: 1.7992	LR: 0.020000
Training Epoch: 7 [38912/45000]	Loss: 1.8752	LR: 0.020000
Training Epoch: 7 [39168/45000]	Loss: 1.8400	LR: 0.020000
Training Epoch: 7 [39424/45000]	Loss: 1.9146	LR: 0.020000
Training Epoch: 7 [39680/45000]	Loss: 1.7898	LR: 0.020000
Training Epoch: 7 [39936/45000]	Loss: 1.7837	LR: 0.020000
Training Epoch: 7 [40192/45000]	Loss: 1.7876	LR: 0.020000
Training Epoch: 7 [40448/45000]	Loss: 1.8644	LR: 0.020000
Training Epoch: 7 [40704/45000]	Loss: 1.7775	LR: 0.020000
Training Epoch: 7 [40960/45000]	Loss: 1.7989	LR: 0.020000
Training Epoch: 7 [41216/45000]	Loss: 1.7793	LR: 0.020000
Training Epoch: 7 [41472/45000]	Loss: 1.8293	LR: 0.020000
Training Epoch: 7 [41728/45000]	Loss: 1.8924	LR: 0.020000
Training Epoch: 7 [41984/45000]	Loss: 1.7316	LR: 0.020000
Training Epoch: 7 [42240/45000]	Loss: 1.8755	LR: 0.020000
Training Epoch: 7 [42496/45000]	Loss: 1.8036	LR: 0.020000
Training Epoch: 7 [42752/45000]	Loss: 1.7754	LR: 0.020000
Training Epoch: 7 [43008/45000]	Loss: 1.8838	LR: 0.020000
Training Epoch: 7 [43264/45000]	Loss: 1.8038	LR: 0.020000
Training Epoch: 7 [43520/45000]	Loss: 1.8607	LR: 0.020000
Training Epoch: 7 [43776/45000]	Loss: 1.7598	LR: 0.020000
Training Epoch: 7 [44032/45000]	Loss: 1.7994	LR: 0.020000
Training Epoch: 7 [44288/45000]	Loss: 1.7904	LR: 0.020000
Training Epoch: 7 [44544/45000]	Loss: 1.7623	LR: 0.020000
Training Epoch: 7 [44800/45000]	Loss: 1.7695	LR: 0.020000
Training Epoch: 7 [45000/45000]	Loss: 1.7140	LR: 0.020000
Epoch 7 - Average Train Loss: 1.8429, Train Accuracy: 0.3140
Epoch 7 training time consumed: 325.09s
Evaluating Network.....
Test set: Epoch: 7, Average loss: 0.0075, Accuracy: 0.3146, Time consumed:23.46s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-7-best.pth
Training Epoch: 8 [256/45000]	Loss: 1.8652	LR: 0.020000
Training Epoch: 8 [512/45000]	Loss: 1.8332	LR: 0.020000
Training Epoch: 8 [768/45000]	Loss: 1.7239	LR: 0.020000
Training Epoch: 8 [1024/45000]	Loss: 1.8483	LR: 0.020000
Training Epoch: 8 [1280/45000]	Loss: 1.8555	LR: 0.020000
Training Epoch: 8 [1536/45000]	Loss: 1.9279	LR: 0.020000
Training Epoch: 8 [1792/45000]	Loss: 1.7746	LR: 0.020000
Training Epoch: 8 [2048/45000]	Loss: 1.7302	LR: 0.020000
Training Epoch: 8 [2304/45000]	Loss: 1.7941	LR: 0.020000
Training Epoch: 8 [2560/45000]	Loss: 1.8263	LR: 0.020000
Training Epoch: 8 [2816/45000]	Loss: 1.8189	LR: 0.020000
Training Epoch: 8 [3072/45000]	Loss: 1.8086	LR: 0.020000
Training Epoch: 8 [3328/45000]	Loss: 1.7751	LR: 0.020000
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Training Epoch: 8 [5376/45000]	Loss: 1.8189	LR: 0.020000
Training Epoch: 8 [5632/45000]	Loss: 1.8820	LR: 0.020000
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Training Epoch: 8 [26624/45000]	Loss: 1.8533	LR: 0.020000
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Training Epoch: 8 [28160/45000]	Loss: 1.8656	LR: 0.020000
Training Epoch: 8 [28416/45000]	Loss: 1.7822	LR: 0.020000
Training Epoch: 8 [28672/45000]	Loss: 1.8384	LR: 0.020000
Training Epoch: 8 [28928/45000]	Loss: 1.7754	LR: 0.020000
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Training Epoch: 8 [36096/45000]	Loss: 1.8659	LR: 0.020000
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Training Epoch: 8 [37888/45000]	Loss: 1.7156	LR: 0.020000
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Training Epoch: 8 [39680/45000]	Loss: 1.7263	LR: 0.020000
Training Epoch: 8 [39936/45000]	Loss: 1.6687	LR: 0.020000
Training Epoch: 8 [40192/45000]	Loss: 1.8053	LR: 0.020000
Training Epoch: 8 [40448/45000]	Loss: 1.7780	LR: 0.020000
Training Epoch: 8 [40704/45000]	Loss: 1.8711	LR: 0.020000
Training Epoch: 8 [40960/45000]	Loss: 1.8148	LR: 0.020000
Training Epoch: 8 [41216/45000]	Loss: 1.8644	LR: 0.020000
Training Epoch: 8 [41472/45000]	Loss: 1.7905	LR: 0.020000
Training Epoch: 8 [41728/45000]	Loss: 1.9024	LR: 0.020000
Training Epoch: 8 [41984/45000]	Loss: 1.8250	LR: 0.020000
Training Epoch: 8 [42240/45000]	Loss: 1.8754	LR: 0.020000
Training Epoch: 8 [42496/45000]	Loss: 1.8408	LR: 0.020000
Training Epoch: 8 [42752/45000]	Loss: 1.7789	LR: 0.020000
Training Epoch: 8 [43008/45000]	Loss: 1.7666	LR: 0.020000
Training Epoch: 8 [43264/45000]	Loss: 1.7598	LR: 0.020000
Training Epoch: 8 [43520/45000]	Loss: 1.8819	LR: 0.020000
Training Epoch: 8 [43776/45000]	Loss: 1.8097	LR: 0.020000
Training Epoch: 8 [44032/45000]	Loss: 1.8895	LR: 0.020000
Training Epoch: 8 [44288/45000]	Loss: 1.8848	LR: 0.020000
Training Epoch: 8 [44544/45000]	Loss: 1.7834	LR: 0.020000
Training Epoch: 8 [44800/45000]	Loss: 1.8056	LR: 0.020000
Training Epoch: 8 [45000/45000]	Loss: 1.7595	LR: 0.020000
Epoch 8 - Average Train Loss: 1.8004, Train Accuracy: 0.3285
Epoch 8 training time consumed: 324.27s
Evaluating Network.....
Test set: Epoch: 8, Average loss: 0.0071, Accuracy: 0.3430, Time consumed:23.47s
Saving weights file to checkpoint/retrain/ViT/Thursday_17_July_2025_11h_37m_48s/ViT-Cifar10-seed9-ret100-8-best.pth
Valid (Test) Dl:  10000
Train Dl:  50000
Retain Train Dl:  45000
Forget Train Dl:  5000
Retain Valid Dl:  45000
Forget Valid Dl:  5000
retain_prob Distribution: 10000 samples
test_prob Distribution: 10000 samples
forget_prob Distribution: 5000 samples
Set1 Distribution: 5000 samples
Set2 Distribution: 5000 samples
Set1 Distribution: 5000 samples
Set2 Distribution: 5000 samples
Set1 Distribution: 10000 samples
Set2 Distribution: 10000 samples
Set1 Distribution: 10000 samples
Set2 Distribution: 10000 samples
Test Accuracy: 33.935546875
Retain Accuracy: 33.24263000488281
Zero-Retain Forget (ZRF): 0.9787047505378723
Membership Inference Attack (MIA): 0.6682
Forget vs Retain Membership Inference Attack (MIA): 0.572
Forget vs Test Membership Inference Attack (MIA): 0.529
Test vs Retain Membership Inference Attack (MIA): 0.502
Train vs Test Membership Inference Attack (MIA): 0.50475
Forget Set Accuracy (Df): 33.25712203979492
Method Execution Time: 5177.91 seconds
