MINI-FACT.txt

manual seed: 1
{'alpha': 0.5,
 'balance': 0.01,
 'base_mode': 'ft_cos',
 'batch_size_base': 128,
 'batch_size_new': 0,
 'dataroot': '/data/zhoudw/FSCIL',
 'dataset': 'mini_imagenet',
 'debug': False,
 'decay': 0.0005,
 'epochs_base': 1000,
 'epochs_new': 100,
 'eta': 0.1,
 'gamma': 0.1,
 'gpu': '1,2,3,0',
 'loss_iter': 150,
 'lr_base': 0.1,
 'lr_new': 0.1,
 'milestones': [60, 70],
 'model_dir': None,
 'momentum': 0.9,
 'new_mode': 'avg_cos',
 'not_data_init': False,
 'num_workers': 8,
 'project': 'fact',
 'schedule': 'Cosine',
 'seed': 1,
 'set_no_val': False,
 'start_session': 0,
 'step': 20,
 'temperature': 16.0,
 'test_batch_size': 100}
use gpu: [1, 2, 3, 0]
torch.Size([40, 512])
self.dummy_orthogonal_classifier.weight initialized over.
random init params
new classes for this session:
 [ 0  1  2  3  4  5  6  7  8  9 10 11 12 13 14 15 16 17 18 19 20 21 22 23
 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47
 48 49 50 51 52 53 54 55 56 57 58 59]
epo 0, test, loss=3.7495 acc=0.0978
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 0, best test acc=9.783
This epoch takes 73 seconds 
still need around 1222.45 mins to finish this session
epo 1, test, loss=3.4098 acc=0.1470
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 1, best test acc=14.700
This epoch takes 53 seconds 
still need around 897.06 mins to finish this session
epo 2, test, loss=3.3141 acc=0.1708
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 2, best test acc=17.083
This epoch takes 54 seconds 
still need around 902.27 mins to finish this session
epo 3, test, loss=3.0366 acc=0.2333
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 3, best test acc=23.333
This epoch takes 53 seconds 
still need around 889.31 mins to finish this session
epo 4, test, loss=2.9440 acc=0.2460
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 4, best test acc=24.600
This epoch takes 53 seconds 
still need around 884.66 mins to finish this session
epo 5, test, loss=2.7482 acc=0.2880
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 5, best test acc=28.800
This epoch takes 52 seconds 
still need around 878.27 mins to finish this session
epo 6, test, loss=2.7030 acc=0.2905
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 6, best test acc=29.050
This epoch takes 51 seconds 
still need around 856.51 mins to finish this session
epo 7, test, loss=2.8281 acc=0.2860
best epoch 6, best test acc=29.050
This epoch takes 52 seconds 
still need around 874.98 mins to finish this session
epo 8, test, loss=2.6184 acc=0.3247
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 8, best test acc=32.467
This epoch takes 50 seconds 
still need around 836.50 mins to finish this session
epo 9, test, loss=2.8453 acc=0.2780
best epoch 8, best test acc=32.467
This epoch takes 50 seconds 
still need around 828.38 mins to finish this session
epo 10, test, loss=2.5681 acc=0.3208
best epoch 8, best test acc=32.467
This epoch takes 52 seconds 
still need around 868.20 mins to finish this session
epo 11, test, loss=2.4882 acc=0.3408
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 11, best test acc=34.083
This epoch takes 52 seconds 
still need around 870.82 mins to finish this session
epo 12, test, loss=2.3916 acc=0.3688
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 12, best test acc=36.883
This epoch takes 51 seconds 
still need around 854.90 mins to finish this session
epo 13, test, loss=2.5339 acc=0.3332
best epoch 12, best test acc=36.883
This epoch takes 51 seconds 
still need around 842.61 mins to finish this session
epo 14, test, loss=2.3845 acc=0.3672
best epoch 12, best test acc=36.883
This epoch takes 51 seconds 
still need around 842.11 mins to finish this session
epo 15, test, loss=2.4729 acc=0.3653
best epoch 12, best test acc=36.883
This epoch takes 50 seconds 
still need around 832.25 mins to finish this session
epo 16, test, loss=2.3719 acc=0.3762
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 16, best test acc=37.617
This epoch takes 49 seconds 
still need around 817.64 mins to finish this session
epo 17, test, loss=2.3556 acc=0.3815
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 17, best test acc=38.150
This epoch takes 50 seconds 
still need around 824.29 mins to finish this session
epo 18, test, loss=2.3096 acc=0.3962
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 18, best test acc=39.617
This epoch takes 50 seconds 
still need around 821.42 mins to finish this session
epo 19, test, loss=2.2315 acc=0.4035
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 19, best test acc=40.350
This epoch takes 51 seconds 
still need around 846.02 mins to finish this session
epo 20, test, loss=2.2618 acc=0.4058
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 20, best test acc=40.583
This epoch takes 50 seconds 
still need around 832.77 mins to finish this session
epo 21, test, loss=2.6162 acc=0.3382
best epoch 20, best test acc=40.583
This epoch takes 52 seconds 
still need around 862.77 mins to finish this session
epo 22, test, loss=2.2498 acc=0.4062
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 22, best test acc=40.617
This epoch takes 52 seconds 
still need around 857.36 mins to finish this session
epo 23, test, loss=2.1996 acc=0.4180
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 23, best test acc=41.800
This epoch takes 52 seconds 
still need around 848.22 mins to finish this session
epo 24, test, loss=2.2408 acc=0.4158
best epoch 23, best test acc=41.800
This epoch takes 52 seconds 
still need around 852.25 mins to finish this session
epo 25, test, loss=2.1116 acc=0.4423
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 25, best test acc=44.233
This epoch takes 49 seconds 
still need around 810.00 mins to finish this session
epo 26, test, loss=2.3935 acc=0.3785
best epoch 25, best test acc=44.233
This epoch takes 54 seconds 
still need around 878.58 mins to finish this session
epo 27, test, loss=2.1639 acc=0.4200
best epoch 25, best test acc=44.233
This epoch takes 52 seconds 
still need around 850.09 mins to finish this session
epo 28, test, loss=2.4918 acc=0.3785
best epoch 25, best test acc=44.233
This epoch takes 54 seconds 
still need around 882.76 mins to finish this session
epo 29, test, loss=2.2732 acc=0.4023
best epoch 25, best test acc=44.233
This epoch takes 52 seconds 
still need around 856.20 mins to finish this session
epo 30, test, loss=2.2297 acc=0.4062
best epoch 25, best test acc=44.233
This epoch takes 53 seconds 
still need around 864.82 mins to finish this session
epo 31, test, loss=2.1120 acc=0.4410
best epoch 25, best test acc=44.233
This epoch takes 52 seconds 
still need around 854.27 mins to finish this session
epo 32, test, loss=1.9636 acc=0.4807
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 32, best test acc=48.067
This epoch takes 51 seconds 
still need around 828.46 mins to finish this session
epo 33, test, loss=2.1361 acc=0.4333
best epoch 32, best test acc=48.067
This epoch takes 53 seconds 
still need around 857.17 mins to finish this session
epo 34, test, loss=2.0588 acc=0.4517
best epoch 32, best test acc=48.067
This epoch takes 51 seconds 
still need around 827.51 mins to finish this session
epo 35, test, loss=2.0603 acc=0.4493
best epoch 32, best test acc=48.067
This epoch takes 52 seconds 
still need around 847.25 mins to finish this session
epo 36, test, loss=2.7044 acc=0.3240
best epoch 32, best test acc=48.067
This epoch takes 51 seconds 
still need around 832.18 mins to finish this session
epo 37, test, loss=1.9718 acc=0.4710
best epoch 32, best test acc=48.067
This epoch takes 50 seconds 
still need around 806.75 mins to finish this session
epo 38, test, loss=1.9402 acc=0.4822
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 38, best test acc=48.217
This epoch takes 51 seconds 
still need around 830.20 mins to finish this session
epo 39, test, loss=1.9800 acc=0.4708
best epoch 38, best test acc=48.217
This epoch takes 51 seconds 
still need around 817.17 mins to finish this session
epo 40, test, loss=2.0697 acc=0.4548
best epoch 38, best test acc=48.217
This epoch takes 53 seconds 
still need around 848.87 mins to finish this session
epo 41, test, loss=2.0676 acc=0.4530
best epoch 38, best test acc=48.217
This epoch takes 52 seconds 
still need around 840.95 mins to finish this session
epo 42, test, loss=2.4873 acc=0.3875
best epoch 38, best test acc=48.217
This epoch takes 51 seconds 
still need around 819.14 mins to finish this session
epo 43, test, loss=2.0726 acc=0.4478
best epoch 38, best test acc=48.217
This epoch takes 52 seconds 
still need around 841.74 mins to finish this session
epo 44, test, loss=2.0613 acc=0.4557
best epoch 38, best test acc=48.217
This epoch takes 53 seconds 
still need around 853.26 mins to finish this session
epo 45, test, loss=2.1628 acc=0.4257
best epoch 38, best test acc=48.217
This epoch takes 51 seconds 
still need around 818.90 mins to finish this session
epo 46, test, loss=1.9280 acc=0.4812
best epoch 38, best test acc=48.217
This epoch takes 50 seconds 
still need around 805.84 mins to finish this session
epo 47, test, loss=1.9915 acc=0.4742
best epoch 38, best test acc=48.217
This epoch takes 50 seconds 
still need around 809.85 mins to finish this session
epo 48, test, loss=1.8404 acc=0.5113
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 48, best test acc=51.133
This epoch takes 52 seconds 
still need around 829.44 mins to finish this session
epo 49, test, loss=1.9785 acc=0.4675
best epoch 48, best test acc=51.133
This epoch takes 52 seconds 
still need around 832.09 mins to finish this session
epo 50, test, loss=1.9406 acc=0.4770
best epoch 48, best test acc=51.133
This epoch takes 51 seconds 
still need around 811.62 mins to finish this session
epo 51, test, loss=2.0555 acc=0.4502
best epoch 48, best test acc=51.133
This epoch takes 52 seconds 
still need around 831.70 mins to finish this session
epo 52, test, loss=1.9976 acc=0.4737
best epoch 48, best test acc=51.133
This epoch takes 53 seconds 
still need around 847.61 mins to finish this session
epo 53, test, loss=1.9364 acc=0.4772
best epoch 48, best test acc=51.133
This epoch takes 51 seconds 
still need around 818.51 mins to finish this session
epo 54, test, loss=2.0663 acc=0.4512
best epoch 48, best test acc=51.133
This epoch takes 51 seconds 
still need around 815.51 mins to finish this session
epo 55, test, loss=1.9629 acc=0.4763
best epoch 48, best test acc=51.133
This epoch takes 51 seconds 
still need around 804.65 mins to finish this session
epo 56, test, loss=2.1675 acc=0.4238
best epoch 48, best test acc=51.133
This epoch takes 51 seconds 
still need around 806.30 mins to finish this session
epo 57, test, loss=2.0430 acc=0.4590
best epoch 48, best test acc=51.133
This epoch takes 50 seconds 
still need around 796.73 mins to finish this session
epo 58, test, loss=2.1179 acc=0.4485
best epoch 48, best test acc=51.133
This epoch takes 50 seconds 
still need around 790.24 mins to finish this session
epo 59, test, loss=1.9987 acc=0.4692
best epoch 48, best test acc=51.133
This epoch takes 49 seconds 
still need around 773.24 mins to finish this session
epo 60, test, loss=1.7921 acc=0.5182
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 796.54 mins to finish this session
epo 61, test, loss=1.9848 acc=0.4807
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 810.85 mins to finish this session
epo 62, test, loss=2.0072 acc=0.4665
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 771.28 mins to finish this session
epo 63, test, loss=1.9256 acc=0.4837
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 771.33 mins to finish this session
epo 64, test, loss=1.9720 acc=0.4810
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 785.82 mins to finish this session
epo 65, test, loss=2.0640 acc=0.4658
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 796.15 mins to finish this session
epo 66, test, loss=1.8795 acc=0.4972
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 770.54 mins to finish this session
epo 67, test, loss=1.9103 acc=0.4922
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 785.49 mins to finish this session
epo 68, test, loss=1.8361 acc=0.5020
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 771.67 mins to finish this session
epo 69, test, loss=1.9498 acc=0.4768
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 776.31 mins to finish this session
epo 70, test, loss=1.8758 acc=0.4968
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 801.78 mins to finish this session
epo 71, test, loss=1.9401 acc=0.4870
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 780.46 mins to finish this session
epo 72, test, loss=1.8925 acc=0.4853
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 770.74 mins to finish this session
epo 73, test, loss=1.9009 acc=0.4940
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 798.98 mins to finish this session
epo 74, test, loss=1.9129 acc=0.4863
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 759.02 mins to finish this session
epo 75, test, loss=1.8905 acc=0.4875
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 759.37 mins to finish this session
epo 76, test, loss=1.9658 acc=0.4787
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 780.37 mins to finish this session
epo 77, test, loss=1.8327 acc=0.5045
best epoch 60, best test acc=51.817
This epoch takes 48 seconds 
still need around 738.60 mins to finish this session
epo 78, test, loss=1.9375 acc=0.4818
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 757.00 mins to finish this session
epo 79, test, loss=1.9792 acc=0.4765
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 774.35 mins to finish this session
epo 80, test, loss=1.8953 acc=0.4882
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 767.78 mins to finish this session
epo 81, test, loss=1.8799 acc=0.5037
best epoch 60, best test acc=51.817
This epoch takes 48 seconds 
still need around 745.11 mins to finish this session
epo 82, test, loss=1.8987 acc=0.4797
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 773.26 mins to finish this session
epo 83, test, loss=2.0405 acc=0.4653
best epoch 60, best test acc=51.817
This epoch takes 47 seconds 
still need around 730.23 mins to finish this session
epo 84, test, loss=1.8294 acc=0.5058
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 748.97 mins to finish this session
epo 85, test, loss=2.0628 acc=0.4590
best epoch 60, best test acc=51.817
This epoch takes 48 seconds 
still need around 741.06 mins to finish this session
epo 86, test, loss=2.2524 acc=0.4178
best epoch 60, best test acc=51.817
This epoch takes 50 seconds 
still need around 773.99 mins to finish this session
epo 87, test, loss=1.9417 acc=0.4810
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 760.29 mins to finish this session
epo 88, test, loss=1.8884 acc=0.4917
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 778.73 mins to finish this session
epo 89, test, loss=1.9712 acc=0.4770
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 783.02 mins to finish this session
epo 90, test, loss=1.8581 acc=0.4988
best epoch 60, best test acc=51.817
This epoch takes 49 seconds 
still need around 754.84 mins to finish this session
epo 91, test, loss=2.0014 acc=0.4695
best epoch 60, best test acc=51.817
This epoch takes 52 seconds 
still need around 795.97 mins to finish this session
epo 92, test, loss=1.8001 acc=0.5165
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 781.48 mins to finish this session
epo 93, test, loss=1.9381 acc=0.4760
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 777.42 mins to finish this session
epo 94, test, loss=1.8994 acc=0.5032
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 783.26 mins to finish this session
epo 95, test, loss=1.9644 acc=0.4763
best epoch 60, best test acc=51.817
This epoch takes 51 seconds 
still need around 780.68 mins to finish this session
epo 96, test, loss=1.7695 acc=0.5223
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 764.04 mins to finish this session
epo 97, test, loss=1.8984 acc=0.5007
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 753.74 mins to finish this session
epo 98, test, loss=1.8108 acc=0.5067
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 756.06 mins to finish this session
epo 99, test, loss=2.0636 acc=0.4497
best epoch 96, best test acc=52.233
This epoch takes 49 seconds 
still need around 749.09 mins to finish this session
epo 100, test, loss=1.8926 acc=0.4992
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 782.74 mins to finish this session
epo 101, test, loss=2.2365 acc=0.4227
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 765.61 mins to finish this session
epo 102, test, loss=1.8462 acc=0.5047
best epoch 96, best test acc=52.233
This epoch takes 49 seconds 
still need around 745.19 mins to finish this session
epo 103, test, loss=1.9041 acc=0.4872
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 783.76 mins to finish this session
epo 104, test, loss=1.7763 acc=0.5218
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 777.54 mins to finish this session
epo 105, test, loss=1.9690 acc=0.4783
best epoch 96, best test acc=52.233
This epoch takes 48 seconds 
still need around 727.40 mins to finish this session
epo 106, test, loss=1.8530 acc=0.5008
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 770.94 mins to finish this session
epo 107, test, loss=1.9819 acc=0.4728
best epoch 96, best test acc=52.233
This epoch takes 49 seconds 
still need around 740.78 mins to finish this session
epo 108, test, loss=2.0194 acc=0.4670
best epoch 96, best test acc=52.233
This epoch takes 49 seconds 
still need around 740.12 mins to finish this session
epo 109, test, loss=1.8714 acc=0.4983
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 753.35 mins to finish this session
epo 110, test, loss=1.8079 acc=0.5120
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 749.89 mins to finish this session
epo 111, test, loss=1.8433 acc=0.5065
best epoch 96, best test acc=52.233
This epoch takes 48 seconds 
still need around 714.74 mins to finish this session
epo 112, test, loss=1.8844 acc=0.4982
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 755.70 mins to finish this session
epo 113, test, loss=1.9105 acc=0.4927
best epoch 96, best test acc=52.233
This epoch takes 49 seconds 
still need around 731.25 mins to finish this session
epo 114, test, loss=2.0550 acc=0.4610
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 750.80 mins to finish this session
epo 115, test, loss=1.8229 acc=0.5082
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 742.50 mins to finish this session
epo 116, test, loss=1.8667 acc=0.5050
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 773.82 mins to finish this session
epo 117, test, loss=1.8341 acc=0.5133
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 763.53 mins to finish this session
epo 118, test, loss=1.9070 acc=0.4878
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 761.07 mins to finish this session
epo 119, test, loss=1.9732 acc=0.4855
best epoch 96, best test acc=52.233
This epoch takes 53 seconds 
still need around 787.87 mins to finish this session
epo 120, test, loss=2.4044 acc=0.3920
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 735.86 mins to finish this session
epo 121, test, loss=1.8202 acc=0.5167
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 771.51 mins to finish this session
epo 122, test, loss=1.9363 acc=0.4893
best epoch 96, best test acc=52.233
This epoch takes 50 seconds 
still need around 744.50 mins to finish this session
epo 123, test, loss=2.0884 acc=0.4500
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 765.73 mins to finish this session
epo 124, test, loss=1.9449 acc=0.4878
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 758.63 mins to finish this session
epo 125, test, loss=1.8388 acc=0.5117
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 766.65 mins to finish this session
epo 126, test, loss=1.8183 acc=0.5050
best epoch 96, best test acc=52.233
This epoch takes 54 seconds 
still need around 792.85 mins to finish this session
epo 127, test, loss=1.8916 acc=0.5022
best epoch 96, best test acc=52.233
This epoch takes 52 seconds 
still need around 757.74 mins to finish this session
epo 128, test, loss=1.9248 acc=0.4852
best epoch 96, best test acc=52.233
This epoch takes 51 seconds 
still need around 752.49 mins to finish this session
epo 129, test, loss=2.3671 acc=0.4027
best epoch 96, best test acc=52.233
This epoch takes 53 seconds 
still need around 777.76 mins to finish this session
epo 130, test, loss=1.8424 acc=0.5035
best epoch 96, best test acc=52.233
This epoch takes 53 seconds 
still need around 773.64 mins to finish this session
epo 131, test, loss=1.7634 acc=0.5243
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 131, best test acc=52.433
This epoch takes 50 seconds 
still need around 730.10 mins to finish this session
epo 132, test, loss=1.9679 acc=0.4755
best epoch 131, best test acc=52.433
This epoch takes 52 seconds 
still need around 757.89 mins to finish this session
epo 133, test, loss=1.7838 acc=0.5195
best epoch 131, best test acc=52.433
This epoch takes 52 seconds 
still need around 758.30 mins to finish this session
epo 134, test, loss=2.0129 acc=0.4660
best epoch 131, best test acc=52.433
This epoch takes 52 seconds 
still need around 751.53 mins to finish this session
epo 135, test, loss=1.9256 acc=0.4895
best epoch 131, best test acc=52.433
This epoch takes 50 seconds 
still need around 732.59 mins to finish this session
epo 136, test, loss=1.8029 acc=0.5222
best epoch 131, best test acc=52.433
This epoch takes 52 seconds 
still need around 750.74 mins to finish this session
epo 137, test, loss=1.9243 acc=0.4903
best epoch 131, best test acc=52.433
This epoch takes 51 seconds 
still need around 746.58 mins to finish this session
epo 138, test, loss=1.8436 acc=0.5145
best epoch 131, best test acc=52.433
This epoch takes 51 seconds 
still need around 732.88 mins to finish this session
epo 139, test, loss=1.8024 acc=0.5143
best epoch 131, best test acc=52.433
This epoch takes 52 seconds 
still need around 749.58 mins to finish this session
epo 140, test, loss=1.8768 acc=0.5015
best epoch 131, best test acc=52.433
This epoch takes 49 seconds 
still need around 711.57 mins to finish this session
epo 141, test, loss=1.8211 acc=0.5122
best epoch 131, best test acc=52.433
This epoch takes 50 seconds 
still need around 726.44 mins to finish this session
epo 142, test, loss=1.7760 acc=0.5255
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 142, best test acc=52.550
This epoch takes 52 seconds 
still need around 753.46 mins to finish this session
epo 143, test, loss=1.8463 acc=0.5080
best epoch 142, best test acc=52.550
This epoch takes 50 seconds 
still need around 727.05 mins to finish this session
epo 144, test, loss=1.9259 acc=0.4797
best epoch 142, best test acc=52.550
This epoch takes 51 seconds 
still need around 730.54 mins to finish this session
epo 145, test, loss=1.9219 acc=0.4882
best epoch 142, best test acc=52.550
This epoch takes 51 seconds 
still need around 732.66 mins to finish this session
epo 146, test, loss=1.7587 acc=0.5225
best epoch 142, best test acc=52.550
This epoch takes 50 seconds 
still need around 719.03 mins to finish this session
epo 147, test, loss=1.7703 acc=0.5292
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 147, best test acc=52.917
This epoch takes 50 seconds 
still need around 711.32 mins to finish this session
epo 148, test, loss=1.7769 acc=0.5300
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 148, best test acc=53.000
This epoch takes 52 seconds 
still need around 745.86 mins to finish this session
epo 149, test, loss=1.7416 acc=0.5380
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 149, best test acc=53.800
This epoch takes 50 seconds 
still need around 722.89 mins to finish this session
epo 150, test, loss=1.8415 acc=0.5052
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1037.72 mins to finish this session
epo 151, test, loss=1.8309 acc=0.5087
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1044.48 mins to finish this session
epo 152, test, loss=1.8252 acc=0.5087
best epoch 149, best test acc=53.800
This epoch takes 67 seconds 
still need around 954.27 mins to finish this session
epo 153, test, loss=1.7606 acc=0.5325
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1029.25 mins to finish this session
epo 154, test, loss=1.7228 acc=0.5365
best epoch 149, best test acc=53.800
This epoch takes 68 seconds 
still need around 969.76 mins to finish this session
epo 155, test, loss=1.9857 acc=0.4790
best epoch 149, best test acc=53.800
This epoch takes 74 seconds 
still need around 1051.34 mins to finish this session
epo 156, test, loss=1.7756 acc=0.5235
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 1001.86 mins to finish this session
epo 157, test, loss=1.8589 acc=0.5070
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1026.91 mins to finish this session
epo 158, test, loss=2.1598 acc=0.4422
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1024.27 mins to finish this session
epo 159, test, loss=1.7953 acc=0.5180
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1025.30 mins to finish this session
epo 160, test, loss=1.8259 acc=0.5163
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1034.31 mins to finish this session
epo 161, test, loss=1.8879 acc=0.4883
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1015.67 mins to finish this session
epo 162, test, loss=1.8643 acc=0.5003
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1017.14 mins to finish this session
epo 163, test, loss=1.7719 acc=0.5183
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 998.51 mins to finish this session
epo 164, test, loss=1.7776 acc=0.5163
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1005.83 mins to finish this session
epo 165, test, loss=1.8317 acc=0.5120
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1018.97 mins to finish this session
epo 166, test, loss=2.2334 acc=0.4335
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 999.99 mins to finish this session
epo 167, test, loss=1.7082 acc=0.5380
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 990.95 mins to finish this session
epo 168, test, loss=1.8664 acc=0.5010
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1007.00 mins to finish this session
epo 169, test, loss=1.7991 acc=0.5197
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 995.47 mins to finish this session
epo 170, test, loss=1.7352 acc=0.5342
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 990.48 mins to finish this session
epo 171, test, loss=1.7960 acc=0.5230
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 995.41 mins to finish this session
epo 172, test, loss=1.7606 acc=0.5330
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1009.94 mins to finish this session
epo 173, test, loss=1.8101 acc=0.5177
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1000.38 mins to finish this session
epo 174, test, loss=1.8234 acc=0.5125
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 978.50 mins to finish this session
epo 175, test, loss=1.8573 acc=0.5050
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 1001.64 mins to finish this session
epo 176, test, loss=1.7940 acc=0.5233
best epoch 149, best test acc=53.800
This epoch takes 73 seconds 
still need around 1003.47 mins to finish this session
epo 177, test, loss=1.7294 acc=0.5328
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 979.17 mins to finish this session
epo 178, test, loss=1.9373 acc=0.4888
best epoch 149, best test acc=53.800
This epoch takes 71 seconds 
still need around 983.46 mins to finish this session
epo 179, test, loss=2.0490 acc=0.4697
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 987.33 mins to finish this session
epo 180, test, loss=1.8158 acc=0.5210
best epoch 149, best test acc=53.800
This epoch takes 72 seconds 
still need around 993.14 mins to finish this session
epo 181, test, loss=1.7031 acc=0.5460
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 988.42 mins to finish this session
epo 182, test, loss=1.9216 acc=0.4917
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 979.73 mins to finish this session
epo 183, test, loss=1.7156 acc=0.5362
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 985.12 mins to finish this session
epo 184, test, loss=1.7756 acc=0.5252
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 978.66 mins to finish this session
epo 185, test, loss=1.8689 acc=0.5040
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 967.70 mins to finish this session
epo 186, test, loss=1.7656 acc=0.5227
best epoch 181, best test acc=54.600
This epoch takes 73 seconds 
still need around 994.21 mins to finish this session
epo 187, test, loss=1.8094 acc=0.5178
best epoch 181, best test acc=54.600
This epoch takes 73 seconds 
still need around 990.78 mins to finish this session
epo 188, test, loss=1.8190 acc=0.5232
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 968.99 mins to finish this session
epo 189, test, loss=1.7882 acc=0.5175
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 964.23 mins to finish this session
epo 190, test, loss=1.8193 acc=0.5105
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 967.51 mins to finish this session
epo 191, test, loss=1.9062 acc=0.4993
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 972.83 mins to finish this session
epo 192, test, loss=1.7207 acc=0.5345
best epoch 181, best test acc=54.600
This epoch takes 70 seconds 
still need around 953.67 mins to finish this session
epo 193, test, loss=1.8066 acc=0.5110
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 981.46 mins to finish this session
epo 194, test, loss=1.8115 acc=0.5152
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 976.31 mins to finish this session
epo 195, test, loss=1.9453 acc=0.4932
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 965.73 mins to finish this session
epo 196, test, loss=1.7426 acc=0.5317
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 967.61 mins to finish this session
epo 197, test, loss=1.8307 acc=0.5142
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 963.95 mins to finish this session
epo 198, test, loss=1.8691 acc=0.4985
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 963.91 mins to finish this session
epo 199, test, loss=1.7852 acc=0.5268
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 953.47 mins to finish this session
epo 200, test, loss=1.8166 acc=0.5163
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 969.37 mins to finish this session
epo 201, test, loss=1.8324 acc=0.5092
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 955.07 mins to finish this session
epo 202, test, loss=1.7403 acc=0.5347
best epoch 181, best test acc=54.600
This epoch takes 70 seconds 
still need around 943.27 mins to finish this session
epo 203, test, loss=1.9627 acc=0.4748
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 951.66 mins to finish this session
epo 204, test, loss=1.6710 acc=0.5457
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 949.59 mins to finish this session
epo 205, test, loss=1.7452 acc=0.5283
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 943.31 mins to finish this session
epo 206, test, loss=1.9247 acc=0.4900
best epoch 181, best test acc=54.600
This epoch takes 71 seconds 
still need around 948.60 mins to finish this session
epo 207, test, loss=1.9040 acc=0.4940
best epoch 181, best test acc=54.600
This epoch takes 72 seconds 
still need around 957.07 mins to finish this session
epo 208, test, loss=1.7985 acc=0.5110
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 903.01 mins to finish this session
epo 209, test, loss=1.7297 acc=0.5323
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 895.68 mins to finish this session
epo 210, test, loss=1.7988 acc=0.5180
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 893.96 mins to finish this session
epo 211, test, loss=1.7518 acc=0.5283
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 882.37 mins to finish this session
epo 212, test, loss=1.8287 acc=0.5127
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 887.78 mins to finish this session
epo 213, test, loss=1.7495 acc=0.5333
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 892.12 mins to finish this session
epo 214, test, loss=1.9253 acc=0.4827
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 887.27 mins to finish this session
epo 215, test, loss=1.9803 acc=0.4745
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 894.96 mins to finish this session
epo 216, test, loss=1.6850 acc=0.5383
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 889.66 mins to finish this session
epo 217, test, loss=1.7144 acc=0.5365
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 874.54 mins to finish this session
epo 218, test, loss=1.8123 acc=0.5207
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 884.88 mins to finish this session
epo 219, test, loss=1.8101 acc=0.5105
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 875.34 mins to finish this session
epo 220, test, loss=1.7638 acc=0.5263
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 892.14 mins to finish this session
epo 221, test, loss=1.9992 acc=0.4657
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 879.53 mins to finish this session
epo 222, test, loss=1.6990 acc=0.5410
best epoch 181, best test acc=54.600
This epoch takes 68 seconds 
still need around 883.30 mins to finish this session
epo 223, test, loss=1.8441 acc=0.5043
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 876.56 mins to finish this session
epo 224, test, loss=1.8878 acc=0.4957
best epoch 181, best test acc=54.600
This epoch takes 66 seconds 
still need around 862.93 mins to finish this session
epo 225, test, loss=1.7509 acc=0.5305
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 875.81 mins to finish this session
epo 226, test, loss=1.7514 acc=0.5348
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 874.30 mins to finish this session
epo 227, test, loss=1.7996 acc=0.5187
best epoch 181, best test acc=54.600
This epoch takes 67 seconds 
still need around 871.43 mins to finish this session
epo 228, test, loss=1.6843 acc=0.5470
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 228, best test acc=54.700
This epoch takes 67 seconds 
still need around 871.42 mins to finish this session
epo 229, test, loss=1.7549 acc=0.5305
best epoch 228, best test acc=54.700
This epoch takes 67 seconds 
still need around 863.96 mins to finish this session
epo 230, test, loss=1.7527 acc=0.5227
best epoch 228, best test acc=54.700
This epoch takes 67 seconds 
still need around 864.04 mins to finish this session
epo 231, test, loss=1.7091 acc=0.5397
best epoch 228, best test acc=54.700
This epoch takes 67 seconds 
still need around 862.64 mins to finish this session
epo 232, test, loss=1.7238 acc=0.5352
best epoch 228, best test acc=54.700
This epoch takes 66 seconds 
still need around 855.77 mins to finish this session
epo 233, test, loss=1.7817 acc=0.5297
best epoch 228, best test acc=54.700
This epoch takes 66 seconds 
still need around 852.70 mins to finish this session
epo 234, test, loss=1.6758 acc=0.5478
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 863.55 mins to finish this session
epo 235, test, loss=1.7963 acc=0.5202
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 860.19 mins to finish this session
epo 236, test, loss=1.7530 acc=0.5337
best epoch 234, best test acc=54.783
This epoch takes 68 seconds 
still need around 868.92 mins to finish this session
epo 237, test, loss=1.7450 acc=0.5303
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 861.92 mins to finish this session
epo 238, test, loss=1.8186 acc=0.5092
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 855.63 mins to finish this session
epo 239, test, loss=1.9437 acc=0.4877
best epoch 234, best test acc=54.783
This epoch takes 66 seconds 
still need around 841.37 mins to finish this session
epo 240, test, loss=1.7189 acc=0.5257
best epoch 234, best test acc=54.783
This epoch takes 68 seconds 
still need around 865.28 mins to finish this session
epo 241, test, loss=1.7769 acc=0.5233
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 847.80 mins to finish this session
epo 242, test, loss=1.7081 acc=0.5377
best epoch 234, best test acc=54.783
This epoch takes 67 seconds 
still need around 855.82 mins to finish this session
epo 243, test, loss=1.6948 acc=0.5320
best epoch 234, best test acc=54.783
This epoch takes 68 seconds 
still need around 860.88 mins to finish this session
epo 244, test, loss=1.7170 acc=0.5332
best epoch 234, best test acc=54.783
This epoch takes 68 seconds 
still need around 857.43 mins to finish this session
epo 245, test, loss=1.6731 acc=0.5527
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 843.19 mins to finish this session
epo 246, test, loss=2.0163 acc=0.4663
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 848.11 mins to finish this session
epo 247, test, loss=1.7391 acc=0.5350
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 848.45 mins to finish this session
epo 248, test, loss=1.8097 acc=0.5115
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 850.66 mins to finish this session
epo 249, test, loss=1.7716 acc=0.5232
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 846.99 mins to finish this session
epo 250, test, loss=1.6779 acc=0.5500
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 843.20 mins to finish this session
epo 251, test, loss=1.7002 acc=0.5423
best epoch 245, best test acc=55.267
This epoch takes 68 seconds 
still need around 853.51 mins to finish this session
epo 252, test, loss=1.7341 acc=0.5307
best epoch 245, best test acc=55.267
This epoch takes 67 seconds 
still need around 846.52 mins to finish this session
epo 253, test, loss=1.6268 acc=0.5548
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 843.28 mins to finish this session
epo 254, test, loss=1.7217 acc=0.5365
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 835.64 mins to finish this session
epo 255, test, loss=1.8212 acc=0.5237
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 845.14 mins to finish this session
epo 256, test, loss=1.6686 acc=0.5462
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 841.84 mins to finish this session
epo 257, test, loss=1.6685 acc=0.5497
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 834.66 mins to finish this session
epo 258, test, loss=1.8839 acc=0.4935
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 838.40 mins to finish this session
epo 259, test, loss=1.8213 acc=0.5098
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 835.87 mins to finish this session
epo 260, test, loss=1.7450 acc=0.5265
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 840.99 mins to finish this session
epo 261, test, loss=1.7651 acc=0.5168
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 838.03 mins to finish this session
epo 262, test, loss=1.7655 acc=0.5267
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 838.19 mins to finish this session
epo 263, test, loss=1.7228 acc=0.5398
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 833.96 mins to finish this session
epo 264, test, loss=1.7250 acc=0.5397
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 833.19 mins to finish this session
epo 265, test, loss=1.6742 acc=0.5465
best epoch 253, best test acc=55.483
This epoch takes 66 seconds 
still need around 818.94 mins to finish this session
epo 266, test, loss=1.6875 acc=0.5493
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 826.08 mins to finish this session
epo 267, test, loss=1.7755 acc=0.5292
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 829.19 mins to finish this session
epo 268, test, loss=1.6909 acc=0.5432
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 821.19 mins to finish this session
epo 269, test, loss=1.7595 acc=0.5293
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 824.63 mins to finish this session
epo 270, test, loss=1.7259 acc=0.5312
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 819.93 mins to finish this session
epo 271, test, loss=1.6906 acc=0.5417
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 821.16 mins to finish this session
epo 272, test, loss=1.7836 acc=0.5182
best epoch 253, best test acc=55.483
This epoch takes 65 seconds 
still need around 793.29 mins to finish this session
epo 273, test, loss=1.6973 acc=0.5430
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 821.89 mins to finish this session
epo 274, test, loss=1.8765 acc=0.4993
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 827.60 mins to finish this session
epo 275, test, loss=1.7653 acc=0.5180
best epoch 253, best test acc=55.483
This epoch takes 67 seconds 
still need around 820.08 mins to finish this session
epo 276, test, loss=1.6873 acc=0.5392
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 830.75 mins to finish this session
epo 277, test, loss=1.7099 acc=0.5350
best epoch 253, best test acc=55.483
This epoch takes 68 seconds 
still need around 829.28 mins to finish this session
epo 278, test, loss=1.6254 acc=0.5572
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 278, best test acc=55.717
This epoch takes 68 seconds 
still need around 826.00 mins to finish this session
epo 279, test, loss=1.7419 acc=0.5285
best epoch 278, best test acc=55.717
This epoch takes 68 seconds 
still need around 825.06 mins to finish this session
epo 280, test, loss=1.7009 acc=0.5363
best epoch 278, best test acc=55.717
This epoch takes 68 seconds 
still need around 827.91 mins to finish this session
epo 281, test, loss=1.6654 acc=0.5448
best epoch 278, best test acc=55.717
This epoch takes 69 seconds 
still need around 829.40 mins to finish this session
epo 282, test, loss=1.7242 acc=0.5328
best epoch 278, best test acc=55.717
This epoch takes 69 seconds 
still need around 828.28 mins to finish this session
epo 283, test, loss=1.8662 acc=0.5068
best epoch 278, best test acc=55.717
This epoch takes 68 seconds 
still need around 815.56 mins to finish this session
epo 284, test, loss=1.7275 acc=0.5377
best epoch 278, best test acc=55.717
This epoch takes 69 seconds 
still need around 825.05 mins to finish this session
epo 285, test, loss=1.6417 acc=0.5523
best epoch 278, best test acc=55.717
This epoch takes 68 seconds 
still need around 821.08 mins to finish this session
epo 286, test, loss=1.7828 acc=0.5230
best epoch 278, best test acc=55.717
This epoch takes 69 seconds 
still need around 825.74 mins to finish this session
epo 287, test, loss=1.6646 acc=0.5553
best epoch 278, best test acc=55.717
This epoch takes 69 seconds 
still need around 829.65 mins to finish this session
epo 288, test, loss=1.6206 acc=0.5635
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 822.08 mins to finish this session
epo 289, test, loss=1.7676 acc=0.5295
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 823.53 mins to finish this session
epo 290, test, loss=1.8115 acc=0.5170
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 818.17 mins to finish this session
epo 291, test, loss=1.7710 acc=0.5342
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 822.53 mins to finish this session
epo 292, test, loss=1.7345 acc=0.5327
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 815.56 mins to finish this session
epo 293, test, loss=1.7907 acc=0.5258
best epoch 288, best test acc=56.350
This epoch takes 70 seconds 
still need around 828.91 mins to finish this session
epo 294, test, loss=1.5947 acc=0.5618
best epoch 288, best test acc=56.350
This epoch takes 68 seconds 
still need around 808.37 mins to finish this session
epo 295, test, loss=1.6730 acc=0.5510
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 816.68 mins to finish this session
epo 296, test, loss=1.8002 acc=0.5135
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 820.14 mins to finish this session
epo 297, test, loss=1.8477 acc=0.5058
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 813.19 mins to finish this session
epo 298, test, loss=1.7128 acc=0.5388
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 817.61 mins to finish this session
epo 299, test, loss=1.7062 acc=0.5430
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 814.76 mins to finish this session
epo 300, test, loss=1.7068 acc=0.5358
best epoch 288, best test acc=56.350
This epoch takes 70 seconds 
still need around 818.35 mins to finish this session
epo 301, test, loss=1.6512 acc=0.5598
best epoch 288, best test acc=56.350
This epoch takes 69 seconds 
still need around 811.13 mins to finish this session
epo 302, test, loss=1.6403 acc=0.5560
best epoch 288, best test acc=56.350
This epoch takes 70 seconds 
still need around 816.15 mins to finish this session
epo 303, test, loss=1.6453 acc=0.5673
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 303, best test acc=56.733
This epoch takes 69 seconds 
still need around 811.84 mins to finish this session
epo 304, test, loss=1.6868 acc=0.5447
best epoch 303, best test acc=56.733
This epoch takes 69 seconds 
still need around 810.75 mins to finish this session
epo 305, test, loss=1.7414 acc=0.5297
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 815.65 mins to finish this session
epo 306, test, loss=1.8296 acc=0.5128
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 811.74 mins to finish this session
epo 307, test, loss=1.6108 acc=0.5662
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 811.56 mins to finish this session
epo 308, test, loss=1.7463 acc=0.5325
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 809.73 mins to finish this session
epo 309, test, loss=1.8779 acc=0.4990
best epoch 303, best test acc=56.733
This epoch takes 71 seconds 
still need around 818.08 mins to finish this session
epo 310, test, loss=1.6651 acc=0.5530
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 815.44 mins to finish this session
epo 311, test, loss=1.8154 acc=0.5112
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 813.36 mins to finish this session
epo 312, test, loss=1.6939 acc=0.5485
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 807.49 mins to finish this session
epo 313, test, loss=1.7755 acc=0.5343
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 801.67 mins to finish this session
epo 314, test, loss=1.6908 acc=0.5432
best epoch 303, best test acc=56.733
This epoch takes 69 seconds 
still need around 799.93 mins to finish this session
epo 315, test, loss=1.7674 acc=0.5298
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 801.55 mins to finish this session
epo 316, test, loss=1.7580 acc=0.5305
best epoch 303, best test acc=56.733
This epoch takes 70 seconds 
still need around 802.51 mins to finish this session
epo 317, test, loss=1.5823 acc=0.5718
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 317, best test acc=57.183
This epoch takes 69 seconds 
still need around 786.74 mins to finish this session
epo 318, test, loss=1.6483 acc=0.5570
best epoch 317, best test acc=57.183
This epoch takes 69 seconds 
still need around 792.09 mins to finish this session
epo 319, test, loss=1.7348 acc=0.5332
best epoch 317, best test acc=57.183
This epoch takes 69 seconds 
still need around 788.79 mins to finish this session
epo 320, test, loss=1.7008 acc=0.5440
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 779.79 mins to finish this session
epo 321, test, loss=1.7044 acc=0.5460
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 779.07 mins to finish this session
epo 322, test, loss=2.0222 acc=0.4792
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 778.20 mins to finish this session
epo 323, test, loss=1.6784 acc=0.5503
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 774.50 mins to finish this session
epo 324, test, loss=1.6627 acc=0.5617
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 771.88 mins to finish this session
epo 325, test, loss=1.6867 acc=0.5527
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 762.62 mins to finish this session
epo 326, test, loss=1.6379 acc=0.5563
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 762.65 mins to finish this session
epo 327, test, loss=1.6528 acc=0.5597
best epoch 317, best test acc=57.183
This epoch takes 66 seconds 
still need around 750.35 mins to finish this session
epo 328, test, loss=1.6248 acc=0.5573
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 766.62 mins to finish this session
epo 329, test, loss=1.6460 acc=0.5513
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 763.32 mins to finish this session
epo 330, test, loss=1.6218 acc=0.5645
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 751.46 mins to finish this session
epo 331, test, loss=1.6855 acc=0.5472
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 752.41 mins to finish this session
epo 332, test, loss=1.7313 acc=0.5397
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 750.13 mins to finish this session
epo 333, test, loss=1.7239 acc=0.5328
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 750.07 mins to finish this session
epo 334, test, loss=1.6444 acc=0.5548
best epoch 317, best test acc=57.183
This epoch takes 66 seconds 
still need around 743.06 mins to finish this session
epo 335, test, loss=1.9872 acc=0.4872
best epoch 317, best test acc=57.183
This epoch takes 66 seconds 
still need around 742.12 mins to finish this session
epo 336, test, loss=1.7918 acc=0.5265
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 750.59 mins to finish this session
epo 337, test, loss=1.6995 acc=0.5420
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 750.27 mins to finish this session
epo 338, test, loss=1.7737 acc=0.5288
best epoch 317, best test acc=57.183
This epoch takes 66 seconds 
still need around 732.31 mins to finish this session
epo 339, test, loss=1.8146 acc=0.5237
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 752.74 mins to finish this session
epo 340, test, loss=1.5939 acc=0.5643
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 745.54 mins to finish this session
epo 341, test, loss=1.6651 acc=0.5447
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 740.30 mins to finish this session
epo 342, test, loss=1.6472 acc=0.5548
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 738.28 mins to finish this session
epo 343, test, loss=1.7604 acc=0.5342
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 745.80 mins to finish this session
epo 344, test, loss=1.7637 acc=0.5280
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 740.69 mins to finish this session
epo 345, test, loss=1.7275 acc=0.5325
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 734.18 mins to finish this session
epo 346, test, loss=1.7201 acc=0.5440
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 737.38 mins to finish this session
epo 347, test, loss=1.6896 acc=0.5408
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 743.21 mins to finish this session
epo 348, test, loss=1.6587 acc=0.5478
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 734.17 mins to finish this session
epo 349, test, loss=1.7609 acc=0.5292
best epoch 317, best test acc=57.183
This epoch takes 67 seconds 
still need around 734.45 mins to finish this session
epo 350, test, loss=1.6036 acc=0.5638
best epoch 317, best test acc=57.183
This epoch takes 68 seconds 
still need around 737.74 mins to finish this session
epo 351, test, loss=1.5774 acc=0.5715
best epoch 317, best test acc=57.183
This epoch takes 66 seconds 
still need around 724.23 mins to finish this session
epo 352, test, loss=1.5337 acc=0.5938
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 740.93 mins to finish this session
epo 353, test, loss=1.5068 acc=0.5890
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 732.87 mins to finish this session
epo 354, test, loss=1.5784 acc=0.5778
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 737.84 mins to finish this session
epo 355, test, loss=1.7456 acc=0.5395
best epoch 352, best test acc=59.383
This epoch takes 66 seconds 
still need around 719.45 mins to finish this session
epo 356, test, loss=1.7647 acc=0.5317
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 738.21 mins to finish this session
epo 357, test, loss=1.6022 acc=0.5680
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 727.66 mins to finish this session
epo 358, test, loss=1.5896 acc=0.5627
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 721.71 mins to finish this session
epo 359, test, loss=1.6733 acc=0.5515
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 720.88 mins to finish this session
epo 360, test, loss=1.7569 acc=0.5262
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 733.41 mins to finish this session
epo 361, test, loss=1.6792 acc=0.5460
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 730.80 mins to finish this session
epo 362, test, loss=1.6142 acc=0.5625
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 728.09 mins to finish this session
epo 363, test, loss=1.8638 acc=0.5117
best epoch 352, best test acc=59.383
This epoch takes 66 seconds 
still need around 707.39 mins to finish this session
epo 364, test, loss=1.7322 acc=0.5327
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 721.47 mins to finish this session
epo 365, test, loss=1.5771 acc=0.5783
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 711.46 mins to finish this session
epo 366, test, loss=1.7941 acc=0.5187
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 714.19 mins to finish this session
epo 367, test, loss=1.5990 acc=0.5615
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 714.21 mins to finish this session
epo 368, test, loss=1.5083 acc=0.5893
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 714.54 mins to finish this session
epo 369, test, loss=1.5480 acc=0.5812
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 715.55 mins to finish this session
epo 370, test, loss=1.6161 acc=0.5572
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 706.20 mins to finish this session
epo 371, test, loss=1.6646 acc=0.5482
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 722.17 mins to finish this session
epo 372, test, loss=1.5542 acc=0.5792
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 707.61 mins to finish this session
epo 373, test, loss=1.7788 acc=0.5270
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 705.68 mins to finish this session
epo 374, test, loss=1.7516 acc=0.5333
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 710.85 mins to finish this session
epo 375, test, loss=1.6208 acc=0.5650
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 707.16 mins to finish this session
epo 376, test, loss=1.6117 acc=0.5640
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 710.43 mins to finish this session
epo 377, test, loss=1.5626 acc=0.5818
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 699.06 mins to finish this session
epo 378, test, loss=1.6193 acc=0.5680
best epoch 352, best test acc=59.383
This epoch takes 66 seconds 
still need around 684.36 mins to finish this session
epo 379, test, loss=1.6303 acc=0.5587
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 700.68 mins to finish this session
epo 380, test, loss=1.6349 acc=0.5638
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 701.86 mins to finish this session
epo 381, test, loss=1.6895 acc=0.5480
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 700.61 mins to finish this session
epo 382, test, loss=1.5646 acc=0.5748
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 699.67 mins to finish this session
epo 383, test, loss=1.5769 acc=0.5742
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 697.86 mins to finish this session
epo 384, test, loss=1.5734 acc=0.5655
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 698.25 mins to finish this session
epo 385, test, loss=1.5781 acc=0.5737
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 687.52 mins to finish this session
epo 386, test, loss=1.6326 acc=0.5688
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 686.26 mins to finish this session
epo 387, test, loss=1.5720 acc=0.5742
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 691.09 mins to finish this session
epo 388, test, loss=1.6235 acc=0.5658
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 689.62 mins to finish this session
epo 389, test, loss=1.7856 acc=0.5245
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 697.04 mins to finish this session
epo 390, test, loss=1.5340 acc=0.5813
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 686.76 mins to finish this session
epo 391, test, loss=1.5307 acc=0.5862
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 686.26 mins to finish this session
epo 392, test, loss=1.6548 acc=0.5538
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 691.05 mins to finish this session
epo 393, test, loss=1.5561 acc=0.5792
best epoch 352, best test acc=59.383
This epoch takes 66 seconds 
still need around 669.90 mins to finish this session
epo 394, test, loss=1.5826 acc=0.5742
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 678.71 mins to finish this session
epo 395, test, loss=1.5050 acc=0.5922
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 683.71 mins to finish this session
epo 396, test, loss=1.5743 acc=0.5793
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 680.14 mins to finish this session
epo 397, test, loss=1.5521 acc=0.5733
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 681.80 mins to finish this session
epo 398, test, loss=1.5423 acc=0.5847
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 686.07 mins to finish this session
epo 399, test, loss=1.5730 acc=0.5643
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 671.67 mins to finish this session
epo 400, test, loss=1.5093 acc=0.5863
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 678.00 mins to finish this session
epo 401, test, loss=1.8324 acc=0.5112
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 671.83 mins to finish this session
epo 402, test, loss=1.5647 acc=0.5747
best epoch 352, best test acc=59.383
This epoch takes 66 seconds 
still need around 660.57 mins to finish this session
epo 403, test, loss=1.5551 acc=0.5750
best epoch 352, best test acc=59.383
This epoch takes 68 seconds 
still need around 677.23 mins to finish this session
epo 404, test, loss=1.6696 acc=0.5552
best epoch 352, best test acc=59.383
This epoch takes 67 seconds 
still need around 674.30 mins to finish this session
epo 405, test, loss=1.5058 acc=0.5955
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 676.00 mins to finish this session
epo 406, test, loss=1.6119 acc=0.5638
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 669.60 mins to finish this session
epo 407, test, loss=1.5474 acc=0.5780
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 675.33 mins to finish this session
epo 408, test, loss=1.5274 acc=0.5793
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 673.20 mins to finish this session
epo 409, test, loss=1.5799 acc=0.5747
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 664.46 mins to finish this session
epo 410, test, loss=1.5131 acc=0.5847
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 666.51 mins to finish this session
epo 411, test, loss=1.6971 acc=0.5393
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 662.86 mins to finish this session
epo 412, test, loss=1.5768 acc=0.5777
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 671.16 mins to finish this session
epo 413, test, loss=1.6497 acc=0.5667
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 667.09 mins to finish this session
epo 414, test, loss=1.7097 acc=0.5465
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 659.99 mins to finish this session
epo 415, test, loss=1.5218 acc=0.5907
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 656.78 mins to finish this session
epo 416, test, loss=1.7829 acc=0.5313
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 660.38 mins to finish this session
epo 417, test, loss=1.5326 acc=0.5855
best epoch 405, best test acc=59.550
This epoch takes 66 seconds 
still need around 647.02 mins to finish this session
epo 418, test, loss=1.5526 acc=0.5788
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 655.86 mins to finish this session
epo 419, test, loss=1.5476 acc=0.5790
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 650.18 mins to finish this session
epo 420, test, loss=1.5344 acc=0.5857
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 661.67 mins to finish this session
epo 421, test, loss=1.6597 acc=0.5522
best epoch 405, best test acc=59.550
This epoch takes 68 seconds 
still need around 659.91 mins to finish this session
epo 422, test, loss=1.7250 acc=0.5428
best epoch 405, best test acc=59.550
This epoch takes 67 seconds 
still need around 654.94 mins to finish this session
epo 423, test, loss=1.5158 acc=0.5972
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 423, best test acc=59.717
This epoch takes 67 seconds 
still need around 645.92 mins to finish this session
epo 424, test, loss=1.6370 acc=0.5628
best epoch 423, best test acc=59.717
This epoch takes 58 seconds 
still need around 561.35 mins to finish this session
epo 425, test, loss=1.5381 acc=0.5822
best epoch 423, best test acc=59.717
This epoch takes 57 seconds 
still need around 551.79 mins to finish this session
epo 426, test, loss=1.6054 acc=0.5720
best epoch 423, best test acc=59.717
This epoch takes 72 seconds 
still need around 690.32 mins to finish this session
epo 427, test, loss=1.7402 acc=0.5372
best epoch 423, best test acc=59.717
This epoch takes 74 seconds 
still need around 713.57 mins to finish this session
epo 428, test, loss=1.5557 acc=0.5743
best epoch 423, best test acc=59.717
This epoch takes 71 seconds 
still need around 679.38 mins to finish this session
epo 429, test, loss=1.4835 acc=0.5950
best epoch 423, best test acc=59.717
This epoch takes 71 seconds 
still need around 676.60 mins to finish this session
epo 430, test, loss=1.6986 acc=0.5527
best epoch 423, best test acc=59.717
This epoch takes 72 seconds 
still need around 692.09 mins to finish this session
epo 431, test, loss=1.4991 acc=0.5925
best epoch 423, best test acc=59.717
This epoch takes 71 seconds 
still need around 676.64 mins to finish this session
epo 432, test, loss=1.4745 acc=0.5990
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 432, best test acc=59.900
This epoch takes 70 seconds 
still need around 665.67 mins to finish this session
epo 433, test, loss=1.5518 acc=0.5750
best epoch 432, best test acc=59.900
This epoch takes 71 seconds 
still need around 677.52 mins to finish this session
epo 434, test, loss=1.5431 acc=0.5775
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 688.03 mins to finish this session
epo 435, test, loss=1.5809 acc=0.5748
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 678.77 mins to finish this session
epo 436, test, loss=1.5279 acc=0.5927
best epoch 432, best test acc=59.900
This epoch takes 71 seconds 
still need around 675.14 mins to finish this session
epo 437, test, loss=1.6487 acc=0.5590
best epoch 432, best test acc=59.900
This epoch takes 73 seconds 
still need around 686.19 mins to finish this session
epo 438, test, loss=1.5675 acc=0.5832
best epoch 432, best test acc=59.900
This epoch takes 71 seconds 
still need around 668.49 mins to finish this session
epo 439, test, loss=1.5602 acc=0.5785
best epoch 432, best test acc=59.900
This epoch takes 70 seconds 
still need around 663.19 mins to finish this session
epo 440, test, loss=1.5065 acc=0.5910
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 674.01 mins to finish this session
epo 441, test, loss=1.5558 acc=0.5772
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 674.26 mins to finish this session
epo 442, test, loss=1.6112 acc=0.5712
best epoch 432, best test acc=59.900
This epoch takes 69 seconds 
still need around 646.98 mins to finish this session
epo 443, test, loss=1.5864 acc=0.5755
best epoch 432, best test acc=59.900
This epoch takes 71 seconds 
still need around 666.50 mins to finish this session
epo 444, test, loss=1.4892 acc=0.5948
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 672.73 mins to finish this session
epo 445, test, loss=1.7539 acc=0.5333
best epoch 432, best test acc=59.900
This epoch takes 70 seconds 
still need around 651.48 mins to finish this session
epo 446, test, loss=1.5741 acc=0.5755
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 665.69 mins to finish this session
epo 447, test, loss=1.5668 acc=0.5757
best epoch 432, best test acc=59.900
This epoch takes 72 seconds 
still need around 669.33 mins to finish this session
epo 448, test, loss=1.5437 acc=0.5825
best epoch 432, best test acc=59.900
This epoch takes 70 seconds 
still need around 647.48 mins to finish this session
epo 449, test, loss=1.5909 acc=0.5693
best epoch 432, best test acc=59.900
This epoch takes 71 seconds 
still need around 655.84 mins to finish this session
epo 450, test, loss=1.4105 acc=0.6135
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 671.55 mins to finish this session
epo 451, test, loss=1.5653 acc=0.5803
best epoch 450, best test acc=61.350
This epoch takes 69 seconds 
still need around 637.94 mins to finish this session
epo 452, test, loss=1.6516 acc=0.5633
best epoch 450, best test acc=61.350
This epoch takes 71 seconds 
still need around 648.86 mins to finish this session
epo 453, test, loss=1.4810 acc=0.5980
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 672.26 mins to finish this session
epo 454, test, loss=1.5440 acc=0.5878
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 669.25 mins to finish this session
epo 455, test, loss=1.5283 acc=0.5917
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 664.09 mins to finish this session
epo 456, test, loss=1.4943 acc=0.5995
best epoch 450, best test acc=61.350
This epoch takes 72 seconds 
still need around 660.54 mins to finish this session
epo 457, test, loss=1.5083 acc=0.5980
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 667.41 mins to finish this session
epo 458, test, loss=1.5639 acc=0.5745
best epoch 450, best test acc=61.350
This epoch takes 72 seconds 
still need around 655.76 mins to finish this session
epo 459, test, loss=1.5851 acc=0.5698
best epoch 450, best test acc=61.350
This epoch takes 71 seconds 
still need around 644.58 mins to finish this session
epo 460, test, loss=1.5448 acc=0.5793
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 661.80 mins to finish this session
epo 461, test, loss=1.5300 acc=0.5938
best epoch 450, best test acc=61.350
This epoch takes 74 seconds 
still need around 667.75 mins to finish this session
epo 462, test, loss=1.7150 acc=0.5463
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 656.50 mins to finish this session
epo 463, test, loss=1.8106 acc=0.5223
best epoch 450, best test acc=61.350
This epoch takes 73 seconds 
still need around 655.31 mins to finish this session
epo 464, test, loss=1.5494 acc=0.5783
best epoch 450, best test acc=61.350
This epoch takes 74 seconds 
still need around 663.76 mins to finish this session
epo 465, test, loss=1.4787 acc=0.5978
best epoch 450, best test acc=61.350
This epoch takes 75 seconds 
still need around 675.14 mins to finish this session
epo 466, test, loss=1.4210 acc=0.6138
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 466, best test acc=61.383
This epoch takes 73 seconds 
still need around 657.16 mins to finish this session
epo 467, test, loss=1.5118 acc=0.5932
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 659.42 mins to finish this session
epo 468, test, loss=1.4687 acc=0.6030
best epoch 466, best test acc=61.383
This epoch takes 73 seconds 
still need around 655.77 mins to finish this session
epo 469, test, loss=1.5739 acc=0.5765
best epoch 466, best test acc=61.383
This epoch takes 75 seconds 
still need around 672.37 mins to finish this session
epo 470, test, loss=1.4805 acc=0.5985
best epoch 466, best test acc=61.383
This epoch takes 75 seconds 
still need around 669.15 mins to finish this session
epo 471, test, loss=1.4600 acc=0.6013
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 659.87 mins to finish this session
epo 472, test, loss=1.5324 acc=0.5910
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 658.52 mins to finish this session
epo 473, test, loss=1.4863 acc=0.6018
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 652.47 mins to finish this session
epo 474, test, loss=1.4401 acc=0.6043
best epoch 466, best test acc=61.383
This epoch takes 76 seconds 
still need around 666.86 mins to finish this session
epo 475, test, loss=1.4841 acc=0.5988
best epoch 466, best test acc=61.383
This epoch takes 76 seconds 
still need around 673.46 mins to finish this session
epo 476, test, loss=1.4761 acc=0.5957
best epoch 466, best test acc=61.383
This epoch takes 75 seconds 
still need around 655.20 mins to finish this session
epo 477, test, loss=1.6351 acc=0.5595
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 648.90 mins to finish this session
epo 478, test, loss=1.4703 acc=0.6070
best epoch 466, best test acc=61.383
This epoch takes 74 seconds 
still need around 644.54 mins to finish this session
epo 479, test, loss=1.5508 acc=0.5877
best epoch 466, best test acc=61.383
This epoch takes 75 seconds 
still need around 658.18 mins to finish this session
epo 480, test, loss=1.4486 acc=0.6070
best epoch 466, best test acc=61.383
This epoch takes 75 seconds 
still need around 658.33 mins to finish this session
epo 481, test, loss=1.4193 acc=0.6105
best epoch 466, best test acc=61.383
This epoch takes 73 seconds 
still need around 634.61 mins to finish this session
epo 482, test, loss=1.4219 acc=0.6165
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 482, best test acc=61.650
This epoch takes 72 seconds 
still need around 628.88 mins to finish this session
epo 483, test, loss=1.4027 acc=0.6193
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 632.33 mins to finish this session
epo 484, test, loss=1.4275 acc=0.6123
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 634.07 mins to finish this session
epo 485, test, loss=1.5401 acc=0.5833
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 624.12 mins to finish this session
epo 486, test, loss=1.5382 acc=0.5810
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 613.98 mins to finish this session
epo 487, test, loss=1.5967 acc=0.5743
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 631.01 mins to finish this session
epo 488, test, loss=1.5888 acc=0.5723
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 623.19 mins to finish this session
epo 489, test, loss=1.5887 acc=0.5742
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 610.79 mins to finish this session
epo 490, test, loss=1.5072 acc=0.5950
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 606.16 mins to finish this session
epo 491, test, loss=1.4882 acc=0.5975
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 616.09 mins to finish this session
epo 492, test, loss=1.4993 acc=0.5950
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 616.25 mins to finish this session
epo 493, test, loss=1.4516 acc=0.6053
best epoch 483, best test acc=61.933
This epoch takes 70 seconds 
still need around 594.21 mins to finish this session
epo 494, test, loss=1.4600 acc=0.6022
best epoch 483, best test acc=61.933
This epoch takes 74 seconds 
still need around 625.87 mins to finish this session
epo 495, test, loss=1.5493 acc=0.5822
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 620.51 mins to finish this session
epo 496, test, loss=1.4634 acc=0.6038
best epoch 483, best test acc=61.933
This epoch takes 70 seconds 
still need around 590.47 mins to finish this session
epo 497, test, loss=1.4674 acc=0.6005
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 599.32 mins to finish this session
epo 498, test, loss=1.4244 acc=0.6167
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 613.23 mins to finish this session
epo 499, test, loss=1.4715 acc=0.6055
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 613.19 mins to finish this session
epo 500, test, loss=1.6432 acc=0.5622
best epoch 483, best test acc=61.933
This epoch takes 70 seconds 
still need around 584.03 mins to finish this session
epo 501, test, loss=1.4749 acc=0.6032
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 610.00 mins to finish this session
epo 502, test, loss=1.4184 acc=0.6168
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 604.02 mins to finish this session
epo 503, test, loss=1.4700 acc=0.5993
best epoch 483, best test acc=61.933
This epoch takes 70 seconds 
still need around 587.98 mins to finish this session
epo 504, test, loss=1.4379 acc=0.6052
best epoch 483, best test acc=61.933
This epoch takes 70 seconds 
still need around 585.75 mins to finish this session
epo 505, test, loss=1.4724 acc=0.5960
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 599.37 mins to finish this session
epo 506, test, loss=1.5225 acc=0.5918
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 597.74 mins to finish this session
epo 507, test, loss=1.4650 acc=0.5968
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 586.02 mins to finish this session
epo 508, test, loss=1.4922 acc=0.5927
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 598.53 mins to finish this session
epo 509, test, loss=1.5045 acc=0.5958
best epoch 483, best test acc=61.933
This epoch takes 73 seconds 
still need around 602.62 mins to finish this session
epo 510, test, loss=1.4043 acc=0.6120
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 581.58 mins to finish this session
epo 511, test, loss=1.5635 acc=0.5763
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 578.94 mins to finish this session
epo 512, test, loss=1.6030 acc=0.5633
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 591.24 mins to finish this session
epo 513, test, loss=1.4880 acc=0.5925
best epoch 483, best test acc=61.933
This epoch takes 71 seconds 
still need around 582.27 mins to finish this session
epo 514, test, loss=1.3786 acc=0.6168
best epoch 483, best test acc=61.933
This epoch takes 72 seconds 
still need around 583.30 mins to finish this session
epo 515, test, loss=1.3907 acc=0.6228
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 515, best test acc=62.283
This epoch takes 73 seconds 
still need around 590.96 mins to finish this session
epo 516, test, loss=1.4962 acc=0.5917
best epoch 515, best test acc=62.283
This epoch takes 72 seconds 
still need around 587.76 mins to finish this session
epo 517, test, loss=1.3569 acc=0.6268
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 580.26 mins to finish this session
epo 518, test, loss=1.4273 acc=0.6082
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 576.29 mins to finish this session
epo 519, test, loss=1.4462 acc=0.6158
best epoch 517, best test acc=62.683
This epoch takes 73 seconds 
still need around 587.32 mins to finish this session
epo 520, test, loss=1.4088 acc=0.6162
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 573.28 mins to finish this session
epo 521, test, loss=1.4186 acc=0.6132
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 573.85 mins to finish this session
epo 522, test, loss=1.4123 acc=0.6105
best epoch 517, best test acc=62.683
This epoch takes 73 seconds 
still need around 582.50 mins to finish this session
epo 523, test, loss=1.4089 acc=0.6197
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 577.08 mins to finish this session
epo 524, test, loss=1.5461 acc=0.5775
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 575.26 mins to finish this session
epo 525, test, loss=1.4610 acc=0.5993
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 562.44 mins to finish this session
epo 526, test, loss=1.4779 acc=0.6005
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 571.55 mins to finish this session
epo 527, test, loss=1.4407 acc=0.6122
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 563.84 mins to finish this session
epo 528, test, loss=1.4695 acc=0.6080
best epoch 517, best test acc=62.683
This epoch takes 71 seconds 
still need around 558.85 mins to finish this session
epo 529, test, loss=1.4763 acc=0.5935
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 569.10 mins to finish this session
epo 530, test, loss=1.5197 acc=0.5995
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 571.08 mins to finish this session
epo 531, test, loss=1.4254 acc=0.6132
best epoch 517, best test acc=62.683
This epoch takes 72 seconds 
still need around 563.56 mins to finish this session
epo 532, test, loss=1.3650 acc=0.6332
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 567.91 mins to finish this session
epo 533, test, loss=1.4055 acc=0.6183
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 561.81 mins to finish this session
epo 534, test, loss=1.4374 acc=0.6152
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 562.53 mins to finish this session
epo 535, test, loss=1.4747 acc=0.6093
best epoch 532, best test acc=63.317
This epoch takes 70 seconds 
still need around 547.61 mins to finish this session
epo 536, test, loss=1.4671 acc=0.6048
best epoch 532, best test acc=63.317
This epoch takes 73 seconds 
still need around 567.28 mins to finish this session
epo 537, test, loss=1.5489 acc=0.5910
best epoch 532, best test acc=63.317
This epoch takes 73 seconds 
still need around 566.79 mins to finish this session
epo 538, test, loss=1.5344 acc=0.5860
best epoch 532, best test acc=63.317
This epoch takes 71 seconds 
still need around 554.20 mins to finish this session
epo 539, test, loss=1.4184 acc=0.6223
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 554.04 mins to finish this session
epo 540, test, loss=1.4080 acc=0.6158
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 558.30 mins to finish this session
epo 541, test, loss=1.3532 acc=0.6310
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 552.92 mins to finish this session
epo 542, test, loss=1.3416 acc=0.6332
best epoch 532, best test acc=63.317
This epoch takes 71 seconds 
still need around 547.09 mins to finish this session
epo 543, test, loss=1.5884 acc=0.5792
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 551.42 mins to finish this session
epo 544, test, loss=1.3951 acc=0.6257
best epoch 532, best test acc=63.317
This epoch takes 72 seconds 
still need around 550.76 mins to finish this session
epo 545, test, loss=1.3333 acc=0.6300
best epoch 532, best test acc=63.317
This epoch takes 66 seconds 
still need around 503.72 mins to finish this session
epo 546, test, loss=1.4291 acc=0.6062
best epoch 532, best test acc=63.317
This epoch takes 61 seconds 
still need around 464.18 mins to finish this session
epo 547, test, loss=1.3786 acc=0.6247
best epoch 532, best test acc=63.317
This epoch takes 74 seconds 
still need around 559.87 mins to finish this session
epo 548, test, loss=1.3806 acc=0.6228
best epoch 532, best test acc=63.317
This epoch takes 77 seconds 
still need around 582.78 mins to finish this session
epo 549, test, loss=1.3768 acc=0.6223
best epoch 532, best test acc=63.317
This epoch takes 78 seconds 
still need around 588.86 mins to finish this session
epo 550, test, loss=1.3133 acc=0.6418
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 577.47 mins to finish this session
epo 551, test, loss=1.3695 acc=0.6297
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 570.02 mins to finish this session
epo 552, test, loss=1.4338 acc=0.6113
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 586.43 mins to finish this session
epo 553, test, loss=1.4067 acc=0.6155
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 581.84 mins to finish this session
epo 554, test, loss=1.4044 acc=0.6178
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 567.73 mins to finish this session
epo 555, test, loss=1.3867 acc=0.6212
best epoch 550, best test acc=64.183
This epoch takes 75 seconds 
still need around 559.36 mins to finish this session
epo 556, test, loss=1.4651 acc=0.6025
best epoch 550, best test acc=64.183
This epoch takes 77 seconds 
still need around 573.10 mins to finish this session
epo 557, test, loss=1.3846 acc=0.6298
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 576.76 mins to finish this session
epo 558, test, loss=1.3875 acc=0.6153
best epoch 550, best test acc=64.183
This epoch takes 75 seconds 
still need around 555.72 mins to finish this session
epo 559, test, loss=1.4208 acc=0.6123
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 561.25 mins to finish this session
epo 560, test, loss=1.4241 acc=0.6160
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 576.15 mins to finish this session
epo 561, test, loss=1.4718 acc=0.6093
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 574.36 mins to finish this session
epo 562, test, loss=1.3271 acc=0.6403
best epoch 550, best test acc=64.183
This epoch takes 77 seconds 
still need around 564.82 mins to finish this session
epo 563, test, loss=1.4144 acc=0.6108
best epoch 550, best test acc=64.183
This epoch takes 75 seconds 
still need around 549.66 mins to finish this session
epo 564, test, loss=1.3528 acc=0.6315
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 568.95 mins to finish this session
epo 565, test, loss=1.3786 acc=0.6262
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 568.02 mins to finish this session
epo 566, test, loss=1.3245 acc=0.6410
best epoch 550, best test acc=64.183
This epoch takes 74 seconds 
still need around 535.39 mins to finish this session
epo 567, test, loss=1.3209 acc=0.6377
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 568.43 mins to finish this session
epo 568, test, loss=1.4150 acc=0.6110
best epoch 550, best test acc=64.183
This epoch takes 78 seconds 
still need around 567.50 mins to finish this session
epo 569, test, loss=1.3889 acc=0.6258
best epoch 550, best test acc=64.183
This epoch takes 74 seconds 
still need around 533.87 mins to finish this session
epo 570, test, loss=1.3291 acc=0.6348
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 549.98 mins to finish this session
epo 571, test, loss=1.4088 acc=0.6183
best epoch 550, best test acc=64.183
This epoch takes 77 seconds 
still need around 553.26 mins to finish this session
epo 572, test, loss=1.4664 acc=0.6070
best epoch 550, best test acc=64.183
This epoch takes 73 seconds 
still need around 527.59 mins to finish this session
epo 573, test, loss=1.4602 acc=0.6053
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 541.69 mins to finish this session
epo 574, test, loss=1.3186 acc=0.6373
best epoch 550, best test acc=64.183
This epoch takes 77 seconds 
still need around 548.85 mins to finish this session
epo 575, test, loss=1.3837 acc=0.6240
best epoch 550, best test acc=64.183
This epoch takes 73 seconds 
still need around 519.42 mins to finish this session
epo 576, test, loss=1.5916 acc=0.5753
best epoch 550, best test acc=64.183
This epoch takes 77 seconds 
still need around 546.19 mins to finish this session
epo 577, test, loss=1.4140 acc=0.6143
best epoch 550, best test acc=64.183
This epoch takes 79 seconds 
still need around 558.81 mins to finish this session
epo 578, test, loss=1.4200 acc=0.6175
best epoch 550, best test acc=64.183
This epoch takes 76 seconds 
still need around 540.25 mins to finish this session
epo 579, test, loss=1.3409 acc=0.6377
best epoch 550, best test acc=64.183
This epoch takes 74 seconds 
still need around 523.95 mins to finish this session
epo 580, test, loss=1.3028 acc=0.6418
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 580, best test acc=64.183
This epoch takes 78 seconds 
still need around 549.83 mins to finish this session
epo 581, test, loss=1.3349 acc=0.6375
best epoch 580, best test acc=64.183
This epoch takes 79 seconds 
still need around 554.59 mins to finish this session
epo 582, test, loss=1.3857 acc=0.6253
best epoch 580, best test acc=64.183
This epoch takes 76 seconds 
still need around 532.63 mins to finish this session
epo 583, test, loss=1.3653 acc=0.6262
best epoch 580, best test acc=64.183
This epoch takes 72 seconds 
still need around 507.20 mins to finish this session
epo 584, test, loss=1.3121 acc=0.6377
best epoch 580, best test acc=64.183
This epoch takes 78 seconds 
still need around 543.70 mins to finish this session
epo 585, test, loss=1.4143 acc=0.6172
best epoch 580, best test acc=64.183
This epoch takes 79 seconds 
still need around 547.58 mins to finish this session
epo 586, test, loss=1.3211 acc=0.6457
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 586, best test acc=64.567
This epoch takes 76 seconds 
still need around 525.60 mins to finish this session
epo 587, test, loss=1.3610 acc=0.6282
best epoch 586, best test acc=64.567
This epoch takes 75 seconds 
still need around 516.68 mins to finish this session
epo 588, test, loss=1.3762 acc=0.6287
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 539.87 mins to finish this session
epo 589, test, loss=1.4205 acc=0.6148
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 535.94 mins to finish this session
epo 590, test, loss=1.3168 acc=0.6393
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 532.66 mins to finish this session
epo 591, test, loss=1.4036 acc=0.6198
best epoch 586, best test acc=64.567
This epoch takes 74 seconds 
still need around 510.21 mins to finish this session
epo 592, test, loss=1.3791 acc=0.6287
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 524.03 mins to finish this session
epo 593, test, loss=1.3448 acc=0.6290
best epoch 586, best test acc=64.567
This epoch takes 79 seconds 
still need around 538.10 mins to finish this session
epo 594, test, loss=1.3144 acc=0.6403
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 524.10 mins to finish this session
epo 595, test, loss=1.3215 acc=0.6407
best epoch 586, best test acc=64.567
This epoch takes 73 seconds 
still need around 498.16 mins to finish this session
epo 596, test, loss=1.4227 acc=0.6165
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 523.69 mins to finish this session
epo 597, test, loss=1.3356 acc=0.6310
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 530.13 mins to finish this session
epo 598, test, loss=1.3260 acc=0.6368
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 517.85 mins to finish this session
epo 599, test, loss=1.4284 acc=0.6170
best epoch 586, best test acc=64.567
This epoch takes 75 seconds 
still need around 506.84 mins to finish this session
epo 600, test, loss=1.3702 acc=0.6315
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 517.63 mins to finish this session
epo 601, test, loss=1.4225 acc=0.6155
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 516.34 mins to finish this session
epo 602, test, loss=1.3455 acc=0.6322
best epoch 586, best test acc=64.567
This epoch takes 76 seconds 
still need around 510.62 mins to finish this session
epo 603, test, loss=1.3837 acc=0.6273
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 516.54 mins to finish this session
epo 604, test, loss=1.3615 acc=0.6282
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 510.28 mins to finish this session
epo 605, test, loss=1.3219 acc=0.6437
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 513.10 mins to finish this session
epo 606, test, loss=1.2931 acc=0.6445
best epoch 586, best test acc=64.567
This epoch takes 77 seconds 
still need around 507.60 mins to finish this session
epo 607, test, loss=1.3588 acc=0.6288
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 514.38 mins to finish this session
epo 608, test, loss=1.3085 acc=0.6407
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 511.66 mins to finish this session
epo 609, test, loss=1.3396 acc=0.6358
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 508.64 mins to finish this session
epo 610, test, loss=1.3052 acc=0.6403
best epoch 586, best test acc=64.567
This epoch takes 76 seconds 
still need around 498.48 mins to finish this session
epo 611, test, loss=1.3223 acc=0.6377
best epoch 586, best test acc=64.567
This epoch takes 78 seconds 
still need around 510.55 mins to finish this session
epo 612, test, loss=1.3424 acc=0.6358
best epoch 586, best test acc=64.567
This epoch takes 79 seconds 
still need around 513.08 mins to finish this session
epo 613, test, loss=1.2744 acc=0.6523
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 613, best test acc=65.233
This epoch takes 77 seconds 
still need around 502.60 mins to finish this session
epo 614, test, loss=1.2965 acc=0.6453
best epoch 613, best test acc=65.233
This epoch takes 78 seconds 
still need around 501.95 mins to finish this session
epo 615, test, loss=1.3036 acc=0.6427
best epoch 613, best test acc=65.233
This epoch takes 77 seconds 
still need around 496.76 mins to finish this session
epo 616, test, loss=1.4019 acc=0.6282
best epoch 613, best test acc=65.233
This epoch takes 77 seconds 
still need around 497.03 mins to finish this session
epo 617, test, loss=1.4428 acc=0.6178
best epoch 613, best test acc=65.233
This epoch takes 80 seconds 
still need around 511.67 mins to finish this session
epo 618, test, loss=1.3694 acc=0.6257
best epoch 613, best test acc=65.233
This epoch takes 78 seconds 
still need around 496.61 mins to finish this session
epo 619, test, loss=1.3113 acc=0.6418
best epoch 613, best test acc=65.233
This epoch takes 76 seconds 
still need around 486.69 mins to finish this session
epo 620, test, loss=1.3474 acc=0.6327
best epoch 613, best test acc=65.233
This epoch takes 77 seconds 
still need around 492.21 mins to finish this session
epo 621, test, loss=1.2983 acc=0.6490
best epoch 613, best test acc=65.233
This epoch takes 79 seconds 
still need around 503.64 mins to finish this session
epo 622, test, loss=1.3044 acc=0.6452
best epoch 613, best test acc=65.233
This epoch takes 79 seconds 
still need around 499.91 mins to finish this session
epo 623, test, loss=1.2985 acc=0.6457
best epoch 613, best test acc=65.233
This epoch takes 76 seconds 
still need around 479.91 mins to finish this session
epo 624, test, loss=1.3392 acc=0.6383
best epoch 613, best test acc=65.233
This epoch takes 76 seconds 
still need around 478.66 mins to finish this session
epo 625, test, loss=1.3498 acc=0.6350
best epoch 613, best test acc=65.233
This epoch takes 78 seconds 
still need around 491.88 mins to finish this session
epo 626, test, loss=1.2981 acc=0.6428
best epoch 613, best test acc=65.233
This epoch takes 79 seconds 
still need around 498.11 mins to finish this session
epo 627, test, loss=1.2117 acc=0.6660
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 627, best test acc=66.600
This epoch takes 76 seconds 
still need around 476.83 mins to finish this session
epo 628, test, loss=1.2789 acc=0.6538
best epoch 627, best test acc=66.600
This epoch takes 76 seconds 
still need around 475.65 mins to finish this session
epo 629, test, loss=1.4454 acc=0.6075
best epoch 627, best test acc=66.600
This epoch takes 79 seconds 
still need around 489.94 mins to finish this session
epo 630, test, loss=1.2739 acc=0.6553
best epoch 627, best test acc=66.600
This epoch takes 81 seconds 
still need around 500.64 mins to finish this session
epo 631, test, loss=1.2610 acc=0.6622
best epoch 627, best test acc=66.600
This epoch takes 77 seconds 
still need around 477.44 mins to finish this session
epo 632, test, loss=1.2732 acc=0.6507
best epoch 627, best test acc=66.600
This epoch takes 76 seconds 
still need around 468.86 mins to finish this session
epo 633, test, loss=1.3018 acc=0.6492
best epoch 627, best test acc=66.600
This epoch takes 80 seconds 
still need around 492.04 mins to finish this session
epo 634, test, loss=1.3171 acc=0.6400
best epoch 627, best test acc=66.600
This epoch takes 81 seconds 
still need around 496.60 mins to finish this session
epo 635, test, loss=1.3085 acc=0.6453
best epoch 627, best test acc=66.600
This epoch takes 78 seconds 
still need around 474.86 mins to finish this session
epo 636, test, loss=1.2689 acc=0.6543
best epoch 627, best test acc=66.600
This epoch takes 78 seconds 
still need around 478.20 mins to finish this session
epo 637, test, loss=1.2560 acc=0.6588
best epoch 627, best test acc=66.600
This epoch takes 80 seconds 
still need around 487.90 mins to finish this session
epo 638, test, loss=1.2542 acc=0.6612
best epoch 627, best test acc=66.600
This epoch takes 80 seconds 
still need around 487.40 mins to finish this session
epo 639, test, loss=1.3644 acc=0.6263
best epoch 627, best test acc=66.600
This epoch takes 78 seconds 
still need around 472.12 mins to finish this session
epo 640, test, loss=1.2669 acc=0.6580
best epoch 627, best test acc=66.600
This epoch takes 78 seconds 
still need around 468.71 mins to finish this session
epo 641, test, loss=1.2254 acc=0.6640
best epoch 627, best test acc=66.600
This epoch takes 77 seconds 
still need around 461.54 mins to finish this session
epo 642, test, loss=1.2608 acc=0.6505
best epoch 627, best test acc=66.600
This epoch takes 80 seconds 
still need around 479.64 mins to finish this session
epo 643, test, loss=1.2598 acc=0.6550
best epoch 627, best test acc=66.600
This epoch takes 80 seconds 
still need around 476.51 mins to finish this session
epo 644, test, loss=1.2828 acc=0.6602
best epoch 627, best test acc=66.600
This epoch takes 77 seconds 
still need around 462.09 mins to finish this session
epo 645, test, loss=1.2685 acc=0.6558
best epoch 627, best test acc=66.600
This epoch takes 76 seconds 
still need around 453.71 mins to finish this session
epo 646, test, loss=1.2333 acc=0.6630
best epoch 627, best test acc=66.600
This epoch takes 78 seconds 
still need around 466.08 mins to finish this session
epo 647, test, loss=1.2134 acc=0.6700
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 647, best test acc=67.000
This epoch takes 80 seconds 
still need around 473.46 mins to finish this session
epo 648, test, loss=1.2777 acc=0.6530
best epoch 647, best test acc=67.000
This epoch takes 78 seconds 
still need around 460.28 mins to finish this session
epo 649, test, loss=1.2991 acc=0.6505
best epoch 647, best test acc=67.000
This epoch takes 76 seconds 
still need around 449.42 mins to finish this session
epo 650, test, loss=1.2712 acc=0.6532
best epoch 647, best test acc=67.000
This epoch takes 76 seconds 
still need around 447.53 mins to finish this session
epo 651, test, loss=1.2856 acc=0.6530
best epoch 647, best test acc=67.000
This epoch takes 78 seconds 
still need around 457.88 mins to finish this session
epo 652, test, loss=1.2558 acc=0.6518
best epoch 647, best test acc=67.000
This epoch takes 79 seconds 
still need around 458.76 mins to finish this session
epo 653, test, loss=1.2464 acc=0.6562
best epoch 647, best test acc=67.000
This epoch takes 76 seconds 
still need around 444.54 mins to finish this session
epo 654, test, loss=1.2667 acc=0.6575
best epoch 647, best test acc=67.000
This epoch takes 76 seconds 
still need around 442.12 mins to finish this session
epo 655, test, loss=1.2556 acc=0.6555
best epoch 647, best test acc=67.000
This epoch takes 78 seconds 
still need around 448.55 mins to finish this session
epo 656, test, loss=1.2550 acc=0.6647
best epoch 647, best test acc=67.000
This epoch takes 79 seconds 
still need around 454.23 mins to finish this session
epo 657, test, loss=1.2084 acc=0.6742
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 657, best test acc=67.417
This epoch takes 78 seconds 
still need around 445.96 mins to finish this session
epo 658, test, loss=1.2054 acc=0.6697
best epoch 657, best test acc=67.417
This epoch takes 76 seconds 
still need around 434.65 mins to finish this session
epo 659, test, loss=1.2313 acc=0.6592
best epoch 657, best test acc=67.417
This epoch takes 76 seconds 
still need around 435.76 mins to finish this session
epo 660, test, loss=1.3214 acc=0.6492
best epoch 657, best test acc=67.417
This epoch takes 78 seconds 
still need around 443.61 mins to finish this session
epo 661, test, loss=1.2723 acc=0.6590
best epoch 657, best test acc=67.417
This epoch takes 78 seconds 
still need around 446.07 mins to finish this session
epo 662, test, loss=1.2689 acc=0.6548
best epoch 657, best test acc=67.417
This epoch takes 77 seconds 
still need around 436.24 mins to finish this session
epo 663, test, loss=1.2026 acc=0.6697
best epoch 657, best test acc=67.417
This epoch takes 75 seconds 
still need around 423.72 mins to finish this session
epo 664, test, loss=1.2748 acc=0.6492
best epoch 657, best test acc=67.417
This epoch takes 67 seconds 
still need around 380.01 mins to finish this session
epo 665, test, loss=1.3233 acc=0.6445
best epoch 657, best test acc=67.417
This epoch takes 66 seconds 
still need around 371.11 mins to finish this session
epo 666, test, loss=1.2500 acc=0.6582
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 451.32 mins to finish this session
epo 667, test, loss=1.2382 acc=0.6597
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 454.16 mins to finish this session
epo 668, test, loss=1.3155 acc=0.6443
best epoch 657, best test acc=67.417
This epoch takes 77 seconds 
still need around 428.98 mins to finish this session
epo 669, test, loss=1.2471 acc=0.6623
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 447.38 mins to finish this session
epo 670, test, loss=1.2562 acc=0.6582
best epoch 657, best test acc=67.417
This epoch takes 84 seconds 
still need around 464.43 mins to finish this session
epo 671, test, loss=1.2854 acc=0.6547
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 448.84 mins to finish this session
epo 672, test, loss=1.2059 acc=0.6740
best epoch 657, best test acc=67.417
This epoch takes 77 seconds 
still need around 423.26 mins to finish this session
epo 673, test, loss=1.2367 acc=0.6650
best epoch 657, best test acc=67.417
This epoch takes 82 seconds 
still need around 448.95 mins to finish this session
epo 674, test, loss=1.2101 acc=0.6695
best epoch 657, best test acc=67.417
This epoch takes 83 seconds 
still need around 454.98 mins to finish this session
epo 675, test, loss=1.2005 acc=0.6713
best epoch 657, best test acc=67.417
This epoch takes 77 seconds 
still need around 417.99 mins to finish this session
epo 676, test, loss=1.2687 acc=0.6517
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 437.44 mins to finish this session
epo 677, test, loss=1.2228 acc=0.6698
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 440.01 mins to finish this session
epo 678, test, loss=1.2577 acc=0.6590
best epoch 657, best test acc=67.417
This epoch takes 82 seconds 
still need around 445.04 mins to finish this session
epo 679, test, loss=1.2233 acc=0.6722
best epoch 657, best test acc=67.417
This epoch takes 79 seconds 
still need around 427.91 mins to finish this session
epo 680, test, loss=1.2350 acc=0.6655
best epoch 657, best test acc=67.417
This epoch takes 80 seconds 
still need around 429.85 mins to finish this session
epo 681, test, loss=1.2101 acc=0.6693
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 435.83 mins to finish this session
epo 682, test, loss=1.2287 acc=0.6627
best epoch 657, best test acc=67.417
This epoch takes 83 seconds 
still need around 441.05 mins to finish this session
epo 683, test, loss=1.2212 acc=0.6692
best epoch 657, best test acc=67.417
This epoch takes 81 seconds 
still need around 429.45 mins to finish this session
epo 684, test, loss=1.1757 acc=0.6762
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 684, best test acc=67.617
This epoch takes 80 seconds 
still need around 425.62 mins to finish this session
epo 685, test, loss=1.1988 acc=0.6713
best epoch 684, best test acc=67.617
This epoch takes 82 seconds 
still need around 433.18 mins to finish this session
epo 686, test, loss=1.2245 acc=0.6733
best epoch 684, best test acc=67.617
This epoch takes 83 seconds 
still need around 434.86 mins to finish this session
epo 687, test, loss=1.1906 acc=0.6740
best epoch 684, best test acc=67.617
This epoch takes 82 seconds 
still need around 431.95 mins to finish this session
epo 688, test, loss=1.2835 acc=0.6508
best epoch 684, best test acc=67.617
This epoch takes 81 seconds 
still need around 423.24 mins to finish this session
epo 689, test, loss=1.2739 acc=0.6590
best epoch 684, best test acc=67.617
This epoch takes 81 seconds 
still need around 421.78 mins to finish this session
epo 690, test, loss=1.1940 acc=0.6752
best epoch 684, best test acc=67.617
This epoch takes 82 seconds 
still need around 424.98 mins to finish this session
epo 691, test, loss=1.2311 acc=0.6612
best epoch 684, best test acc=67.617
This epoch takes 81 seconds 
still need around 420.20 mins to finish this session
epo 692, test, loss=1.1789 acc=0.6795
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 692, best test acc=67.950
This epoch takes 80 seconds 
still need around 414.48 mins to finish this session
epo 693, test, loss=1.1484 acc=0.6857
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 420.58 mins to finish this session
epo 694, test, loss=1.2045 acc=0.6742
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 411.80 mins to finish this session
epo 695, test, loss=1.2270 acc=0.6737
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 411.24 mins to finish this session
epo 696, test, loss=1.2260 acc=0.6625
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 408.42 mins to finish this session
epo 697, test, loss=1.2705 acc=0.6540
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 412.98 mins to finish this session
epo 698, test, loss=1.2356 acc=0.6593
best epoch 693, best test acc=68.567
This epoch takes 83 seconds 
still need around 421.27 mins to finish this session
epo 699, test, loss=1.2444 acc=0.6672
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 414.01 mins to finish this session
epo 700, test, loss=1.2111 acc=0.6728
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 407.96 mins to finish this session
epo 701, test, loss=1.3131 acc=0.6482
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 402.11 mins to finish this session
epo 702, test, loss=1.2397 acc=0.6577
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 402.78 mins to finish this session
epo 703, test, loss=1.2797 acc=0.6563
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 410.61 mins to finish this session
epo 704, test, loss=1.1852 acc=0.6748
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 396.75 mins to finish this session
epo 705, test, loss=1.2358 acc=0.6628
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 400.01 mins to finish this session
epo 706, test, loss=1.2364 acc=0.6638
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 394.97 mins to finish this session
epo 707, test, loss=1.1643 acc=0.6837
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 404.54 mins to finish this session
epo 708, test, loss=1.2298 acc=0.6690
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 402.96 mins to finish this session
epo 709, test, loss=1.2315 acc=0.6625
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 399.60 mins to finish this session
epo 710, test, loss=1.1742 acc=0.6812
best epoch 693, best test acc=68.567
This epoch takes 79 seconds 
still need around 385.84 mins to finish this session
epo 711, test, loss=1.1580 acc=0.6853
best epoch 693, best test acc=68.567
This epoch takes 83 seconds 
still need around 401.97 mins to finish this session
epo 712, test, loss=1.2408 acc=0.6682
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 394.85 mins to finish this session
epo 713, test, loss=1.1645 acc=0.6772
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 389.59 mins to finish this session
epo 714, test, loss=1.2524 acc=0.6603
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 387.07 mins to finish this session
epo 715, test, loss=1.1616 acc=0.6817
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 389.02 mins to finish this session
epo 716, test, loss=1.1702 acc=0.6850
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 391.25 mins to finish this session
epo 717, test, loss=1.1907 acc=0.6730
best epoch 693, best test acc=68.567
This epoch takes 80 seconds 
still need around 378.24 mins to finish this session
epo 718, test, loss=1.1953 acc=0.6783
best epoch 693, best test acc=68.567
This epoch takes 82 seconds 
still need around 386.20 mins to finish this session
epo 719, test, loss=1.1728 acc=0.6755
best epoch 693, best test acc=68.567
This epoch takes 81 seconds 
still need around 383.19 mins to finish this session
epo 720, test, loss=1.1496 acc=0.6870
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 720, best test acc=68.700
This epoch takes 81 seconds 
still need around 380.15 mins to finish this session
epo 721, test, loss=1.2289 acc=0.6650
best epoch 720, best test acc=68.700
This epoch takes 82 seconds 
still need around 382.43 mins to finish this session
epo 722, test, loss=1.2658 acc=0.6633
best epoch 720, best test acc=68.700
This epoch takes 81 seconds 
still need around 376.13 mins to finish this session
epo 723, test, loss=1.1681 acc=0.6785
best epoch 720, best test acc=68.700
This epoch takes 81 seconds 
still need around 374.98 mins to finish this session
epo 724, test, loss=1.1935 acc=0.6747
best epoch 720, best test acc=68.700
This epoch takes 82 seconds 
still need around 380.26 mins to finish this session
epo 725, test, loss=1.1488 acc=0.6895
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 725, best test acc=68.950
This epoch takes 81 seconds 
still need around 374.99 mins to finish this session
epo 726, test, loss=1.1705 acc=0.6872
best epoch 725, best test acc=68.950
This epoch takes 80 seconds 
still need around 368.48 mins to finish this session
epo 727, test, loss=1.1885 acc=0.6785
best epoch 725, best test acc=68.950
This epoch takes 79 seconds 
still need around 361.80 mins to finish this session
epo 728, test, loss=1.2283 acc=0.6718
best epoch 725, best test acc=68.950
This epoch takes 82 seconds 
still need around 375.72 mins to finish this session
epo 729, test, loss=1.1657 acc=0.6837
best epoch 725, best test acc=68.950
This epoch takes 82 seconds 
still need around 374.14 mins to finish this session
epo 730, test, loss=1.2044 acc=0.6785
best epoch 725, best test acc=68.950
This epoch takes 78 seconds 
still need around 353.12 mins to finish this session
epo 731, test, loss=1.1603 acc=0.6865
best epoch 725, best test acc=68.950
This epoch takes 79 seconds 
still need around 354.40 mins to finish this session
epo 732, test, loss=1.2044 acc=0.6768
best epoch 725, best test acc=68.950
This epoch takes 81 seconds 
still need around 362.09 mins to finish this session
epo 733, test, loss=1.1525 acc=0.6908
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 733, best test acc=69.083
This epoch takes 79 seconds 
still need around 352.88 mins to finish this session
epo 734, test, loss=1.1736 acc=0.6775
best epoch 733, best test acc=69.083
This epoch takes 79 seconds 
still need around 353.93 mins to finish this session
epo 735, test, loss=1.1227 acc=0.6973
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 735, best test acc=69.733
This epoch takes 81 seconds 
still need around 360.49 mins to finish this session
epo 736, test, loss=1.1604 acc=0.6875
best epoch 735, best test acc=69.733
This epoch takes 80 seconds 
still need around 352.14 mins to finish this session
epo 737, test, loss=1.1521 acc=0.6817
best epoch 735, best test acc=69.733
This epoch takes 79 seconds 
still need around 348.31 mins to finish this session
epo 738, test, loss=1.1582 acc=0.6863
best epoch 735, best test acc=69.733
This epoch takes 79 seconds 
still need around 348.87 mins to finish this session
epo 739, test, loss=1.1210 acc=0.6932
best epoch 735, best test acc=69.733
This epoch takes 81 seconds 
still need around 356.51 mins to finish this session
epo 740, test, loss=1.1146 acc=0.6993
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 347.55 mins to finish this session
epo 741, test, loss=1.1703 acc=0.6827
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 347.82 mins to finish this session
epo 742, test, loss=1.1764 acc=0.6803
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 347.38 mins to finish this session
epo 743, test, loss=1.1760 acc=0.6797
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 345.03 mins to finish this session
epo 744, test, loss=1.1858 acc=0.6757
best epoch 740, best test acc=69.933
This epoch takes 78 seconds 
still need around 336.75 mins to finish this session
epo 745, test, loss=1.1459 acc=0.6880
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 346.63 mins to finish this session
epo 746, test, loss=1.1421 acc=0.6893
best epoch 740, best test acc=69.933
This epoch takes 82 seconds 
still need around 351.05 mins to finish this session
epo 747, test, loss=1.1834 acc=0.6798
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 342.80 mins to finish this session
epo 748, test, loss=1.1553 acc=0.6815
best epoch 740, best test acc=69.933
This epoch takes 79 seconds 
still need around 332.70 mins to finish this session
epo 749, test, loss=1.1337 acc=0.6865
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 341.53 mins to finish this session
epo 750, test, loss=1.1907 acc=0.6780
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 338.93 mins to finish this session
epo 751, test, loss=1.1619 acc=0.6867
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 335.38 mins to finish this session
epo 752, test, loss=1.1521 acc=0.6855
best epoch 740, best test acc=69.933
This epoch takes 78 seconds 
still need around 326.06 mins to finish this session
epo 753, test, loss=1.1677 acc=0.6863
best epoch 740, best test acc=69.933
This epoch takes 82 seconds 
still need around 341.34 mins to finish this session
epo 754, test, loss=1.1305 acc=0.6960
best epoch 740, best test acc=69.933
This epoch takes 78 seconds 
still need around 322.94 mins to finish this session
epo 755, test, loss=1.1399 acc=0.6855
best epoch 740, best test acc=69.933
This epoch takes 79 seconds 
still need around 325.13 mins to finish this session
epo 756, test, loss=1.2088 acc=0.6723
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 329.25 mins to finish this session
epo 757, test, loss=1.1285 acc=0.6910
best epoch 740, best test acc=69.933
This epoch takes 83 seconds 
still need around 337.78 mins to finish this session
epo 758, test, loss=1.1454 acc=0.6903
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 324.69 mins to finish this session
epo 759, test, loss=1.1593 acc=0.6883
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 324.70 mins to finish this session
epo 760, test, loss=1.0998 acc=0.6987
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 325.64 mins to finish this session
epo 761, test, loss=1.1301 acc=0.6972
best epoch 740, best test acc=69.933
This epoch takes 82 seconds 
still need around 328.10 mins to finish this session
epo 762, test, loss=1.1297 acc=0.6935
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 324.55 mins to finish this session
epo 763, test, loss=1.1363 acc=0.6940
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 316.60 mins to finish this session
epo 764, test, loss=1.1478 acc=0.6927
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 320.52 mins to finish this session
epo 765, test, loss=1.1938 acc=0.6837
best epoch 740, best test acc=69.933
This epoch takes 83 seconds 
still need around 325.08 mins to finish this session
epo 766, test, loss=1.1279 acc=0.6975
best epoch 740, best test acc=69.933
This epoch takes 82 seconds 
still need around 321.06 mins to finish this session
epo 767, test, loss=1.1903 acc=0.6795
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 315.91 mins to finish this session
epo 768, test, loss=1.1952 acc=0.6810
best epoch 740, best test acc=69.933
This epoch takes 81 seconds 
still need around 313.90 mins to finish this session
epo 769, test, loss=1.1653 acc=0.6885
best epoch 740, best test acc=69.933
This epoch takes 82 seconds 
still need around 318.23 mins to finish this session
epo 770, test, loss=1.1438 acc=0.6952
best epoch 740, best test acc=69.933
This epoch takes 80 seconds 
still need around 309.65 mins to finish this session
epo 771, test, loss=1.1140 acc=0.7022
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 771, best test acc=70.217
This epoch takes 81 seconds 
still need around 312.40 mins to finish this session
epo 772, test, loss=1.1648 acc=0.6900
best epoch 771, best test acc=70.217
This epoch takes 80 seconds 
still need around 306.22 mins to finish this session
epo 773, test, loss=1.1168 acc=0.6993
best epoch 771, best test acc=70.217
This epoch takes 81 seconds 
still need around 310.01 mins to finish this session
epo 774, test, loss=1.1293 acc=0.6973
best epoch 771, best test acc=70.217
This epoch takes 83 seconds 
still need around 316.29 mins to finish this session
epo 775, test, loss=1.1363 acc=0.6960
best epoch 771, best test acc=70.217
This epoch takes 80 seconds 
still need around 303.15 mins to finish this session
epo 776, test, loss=1.1125 acc=0.6993
best epoch 771, best test acc=70.217
This epoch takes 81 seconds 
still need around 303.53 mins to finish this session
epo 777, test, loss=1.1471 acc=0.6893
best epoch 771, best test acc=70.217
This epoch takes 82 seconds 
still need around 305.21 mins to finish this session
epo 778, test, loss=1.1247 acc=0.6982
best epoch 771, best test acc=70.217
This epoch takes 81 seconds 
still need around 301.87 mins to finish this session
epo 779, test, loss=1.1649 acc=0.6898
best epoch 771, best test acc=70.217
This epoch takes 82 seconds 
still need around 304.57 mins to finish this session
epo 780, test, loss=1.1434 acc=0.6902
best epoch 771, best test acc=70.217
This epoch takes 81 seconds 
still need around 297.85 mins to finish this session
epo 781, test, loss=1.1483 acc=0.6915
best epoch 771, best test acc=70.217
This epoch takes 80 seconds 
still need around 293.20 mins to finish this session
epo 782, test, loss=1.1175 acc=0.7027
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 782, best test acc=70.267
This epoch takes 81 seconds 
still need around 294.62 mins to finish this session
epo 783, test, loss=1.1309 acc=0.6992
best epoch 782, best test acc=70.267
This epoch takes 83 seconds 
still need around 301.57 mins to finish this session
epo 784, test, loss=1.1413 acc=0.6943
best epoch 782, best test acc=70.267
This epoch takes 82 seconds 
still need around 297.99 mins to finish this session
epo 785, test, loss=1.1272 acc=0.6987
best epoch 782, best test acc=70.267
This epoch takes 79 seconds 
still need around 283.49 mins to finish this session
epo 786, test, loss=1.0987 acc=0.7013
best epoch 782, best test acc=70.267
This epoch takes 80 seconds 
still need around 287.10 mins to finish this session
epo 787, test, loss=1.0759 acc=0.7153
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 787, best test acc=71.533
This epoch takes 84 seconds 
still need around 299.76 mins to finish this session
epo 788, test, loss=1.1140 acc=0.7045
best epoch 787, best test acc=71.533
This epoch takes 82 seconds 
still need around 293.15 mins to finish this session
epo 789, test, loss=1.1384 acc=0.6928
best epoch 787, best test acc=71.533
This epoch takes 78 seconds 
still need around 276.32 mins to finish this session
epo 790, test, loss=1.1212 acc=0.6973
best epoch 787, best test acc=71.533
This epoch takes 80 seconds 
still need around 280.98 mins to finish this session
epo 791, test, loss=1.1511 acc=0.6943
best epoch 787, best test acc=71.533
This epoch takes 81 seconds 
still need around 283.43 mins to finish this session
epo 792, test, loss=1.0635 acc=0.7140
best epoch 787, best test acc=71.533
This epoch takes 82 seconds 
still need around 287.21 mins to finish this session
epo 793, test, loss=1.1786 acc=0.6890
best epoch 787, best test acc=71.533
This epoch takes 79 seconds 
still need around 275.45 mins to finish this session
epo 794, test, loss=1.0802 acc=0.7063
best epoch 787, best test acc=71.533
This epoch takes 80 seconds 
still need around 276.74 mins to finish this session
epo 795, test, loss=1.1305 acc=0.6942
best epoch 787, best test acc=71.533
This epoch takes 81 seconds 
still need around 278.88 mins to finish this session
epo 796, test, loss=1.1332 acc=0.6980
best epoch 787, best test acc=71.533
This epoch takes 81 seconds 
still need around 276.49 mins to finish this session
epo 797, test, loss=1.0848 acc=0.7050
best epoch 787, best test acc=71.533
This epoch takes 79 seconds 
still need around 269.80 mins to finish this session
epo 798, test, loss=1.0495 acc=0.7173
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 798, best test acc=71.733
This epoch takes 83 seconds 
still need around 280.40 mins to finish this session
epo 799, test, loss=1.0787 acc=0.7125
best epoch 798, best test acc=71.733
This epoch takes 82 seconds 
still need around 275.41 mins to finish this session
epo 800, test, loss=1.1200 acc=0.6983
best epoch 798, best test acc=71.733
This epoch takes 78 seconds 
still need around 262.49 mins to finish this session
epo 801, test, loss=1.1365 acc=0.6925
best epoch 798, best test acc=71.733
This epoch takes 77 seconds 
still need around 258.09 mins to finish this session
epo 802, test, loss=1.1365 acc=0.6992
best epoch 798, best test acc=71.733
This epoch takes 83 seconds 
still need around 274.90 mins to finish this session
epo 803, test, loss=1.0930 acc=0.7092
best epoch 798, best test acc=71.733
This epoch takes 82 seconds 
still need around 269.70 mins to finish this session
epo 804, test, loss=1.0777 acc=0.7097
best epoch 798, best test acc=71.733
This epoch takes 77 seconds 
still need around 252.44 mins to finish this session
epo 805, test, loss=1.0790 acc=0.7127
best epoch 798, best test acc=71.733
This epoch takes 80 seconds 
still need around 262.70 mins to finish this session
epo 806, test, loss=1.0851 acc=0.7088
best epoch 798, best test acc=71.733
This epoch takes 82 seconds 
still need around 265.62 mins to finish this session
epo 807, test, loss=1.0778 acc=0.7115
best epoch 798, best test acc=71.733
This epoch takes 81 seconds 
still need around 262.05 mins to finish this session
epo 808, test, loss=1.1364 acc=0.7003
best epoch 798, best test acc=71.733
This epoch takes 79 seconds 
still need around 253.06 mins to finish this session
epo 809, test, loss=1.0817 acc=0.7125
best epoch 798, best test acc=71.733
This epoch takes 82 seconds 
still need around 262.04 mins to finish this session
epo 810, test, loss=1.1299 acc=0.7003
best epoch 798, best test acc=71.733
This epoch takes 81 seconds 
still need around 258.66 mins to finish this session
epo 811, test, loss=1.0648 acc=0.7162
best epoch 798, best test acc=71.733
This epoch takes 81 seconds 
still need around 255.19 mins to finish this session
epo 812, test, loss=1.0814 acc=0.7105
best epoch 798, best test acc=71.733
This epoch takes 80 seconds 
still need around 253.08 mins to finish this session
epo 813, test, loss=1.0877 acc=0.7103
best epoch 798, best test acc=71.733
This epoch takes 81 seconds 
still need around 253.33 mins to finish this session
epo 814, test, loss=1.0633 acc=0.7168
best epoch 798, best test acc=71.733
This epoch takes 83 seconds 
still need around 257.58 mins to finish this session
epo 815, test, loss=1.0980 acc=0.7113
best epoch 798, best test acc=71.733
This epoch takes 80 seconds 
still need around 249.25 mins to finish this session
epo 816, test, loss=1.0902 acc=0.7057
best epoch 798, best test acc=71.733
This epoch takes 80 seconds 
still need around 245.49 mins to finish this session
epo 817, test, loss=1.1198 acc=0.7020
best epoch 798, best test acc=71.733
This epoch takes 82 seconds 
still need around 250.82 mins to finish this session
epo 818, test, loss=1.0858 acc=0.7113
best epoch 798, best test acc=71.733
This epoch takes 83 seconds 
still need around 251.77 mins to finish this session
epo 819, test, loss=1.0339 acc=0.7228
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 819, best test acc=72.283
This epoch takes 81 seconds 
still need around 245.62 mins to finish this session
epo 820, test, loss=1.0880 acc=0.7117
best epoch 819, best test acc=72.283
This epoch takes 78 seconds 
still need around 236.43 mins to finish this session
epo 821, test, loss=1.1004 acc=0.7095
best epoch 819, best test acc=72.283
This epoch takes 80 seconds 
still need around 240.81 mins to finish this session
epo 822, test, loss=1.0382 acc=0.7188
best epoch 819, best test acc=72.283
This epoch takes 83 seconds 
still need around 246.36 mins to finish this session
epo 823, test, loss=1.0675 acc=0.7153
best epoch 819, best test acc=72.283
This epoch takes 83 seconds 
still need around 246.28 mins to finish this session
epo 824, test, loss=1.0956 acc=0.7133
best epoch 819, best test acc=72.283
This epoch takes 79 seconds 
still need around 231.86 mins to finish this session
epo 825, test, loss=1.0842 acc=0.7112
best epoch 819, best test acc=72.283
This epoch takes 80 seconds 
still need around 235.16 mins to finish this session
epo 826, test, loss=1.0661 acc=0.7138
best epoch 819, best test acc=72.283
This epoch takes 82 seconds 
still need around 238.54 mins to finish this session
epo 827, test, loss=1.0808 acc=0.7182
best epoch 819, best test acc=72.283
This epoch takes 80 seconds 
still need around 232.83 mins to finish this session
epo 828, test, loss=1.0730 acc=0.7135
best epoch 819, best test acc=72.283
This epoch takes 78 seconds 
still need around 226.02 mins to finish this session
epo 829, test, loss=1.0555 acc=0.7212
best epoch 819, best test acc=72.283
This epoch takes 83 seconds 
still need around 237.38 mins to finish this session
epo 830, test, loss=1.0178 acc=0.7252
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 830, best test acc=72.517
This epoch takes 81 seconds 
still need around 230.82 mins to finish this session
epo 831, test, loss=1.0768 acc=0.7180
best epoch 830, best test acc=72.517
This epoch takes 77 seconds 
still need around 217.55 mins to finish this session
epo 832, test, loss=1.0373 acc=0.7232
best epoch 830, best test acc=72.517
This epoch takes 80 seconds 
still need around 226.29 mins to finish this session
epo 833, test, loss=1.0785 acc=0.7162
best epoch 830, best test acc=72.517
This epoch takes 84 seconds 
still need around 236.44 mins to finish this session
epo 834, test, loss=1.0795 acc=0.7107
best epoch 830, best test acc=72.517
This epoch takes 81 seconds 
still need around 224.93 mins to finish this session
epo 835, test, loss=1.0777 acc=0.7163
best epoch 830, best test acc=72.517
This epoch takes 77 seconds 
still need around 213.87 mins to finish this session
epo 836, test, loss=1.0654 acc=0.7173
best epoch 830, best test acc=72.517
This epoch takes 82 seconds 
still need around 225.88 mins to finish this session
epo 837, test, loss=1.0845 acc=0.7197
best epoch 830, best test acc=72.517
This epoch takes 82 seconds 
still need around 223.93 mins to finish this session
epo 838, test, loss=1.0801 acc=0.7185
best epoch 830, best test acc=72.517
This epoch takes 80 seconds 
still need around 217.38 mins to finish this session
epo 839, test, loss=1.0570 acc=0.7247
best epoch 830, best test acc=72.517
This epoch takes 80 seconds 
still need around 215.54 mins to finish this session
epo 840, test, loss=1.0766 acc=0.7150
best epoch 830, best test acc=72.517
This epoch takes 81 seconds 
still need around 216.60 mins to finish this session
epo 841, test, loss=1.0847 acc=0.7195
best epoch 830, best test acc=72.517
This epoch takes 83 seconds 
still need around 220.94 mins to finish this session
epo 842, test, loss=1.0444 acc=0.7218
best epoch 830, best test acc=72.517
This epoch takes 82 seconds 
still need around 216.53 mins to finish this session
epo 843, test, loss=1.0377 acc=0.7312
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 843, best test acc=73.117
This epoch takes 80 seconds 
still need around 210.46 mins to finish this session
epo 844, test, loss=1.0361 acc=0.7297
best epoch 843, best test acc=73.117
This epoch takes 82 seconds 
still need around 213.75 mins to finish this session
epo 845, test, loss=1.0644 acc=0.7220
best epoch 843, best test acc=73.117
This epoch takes 82 seconds 
still need around 213.46 mins to finish this session
epo 846, test, loss=1.0469 acc=0.7257
best epoch 843, best test acc=73.117
This epoch takes 81 seconds 
still need around 208.19 mins to finish this session
epo 847, test, loss=1.0537 acc=0.7255
best epoch 843, best test acc=73.117
This epoch takes 78 seconds 
still need around 199.59 mins to finish this session
epo 848, test, loss=1.0599 acc=0.7185
best epoch 843, best test acc=73.117
This epoch takes 82 seconds 
still need around 208.18 mins to finish this session
epo 849, test, loss=1.0523 acc=0.7187
best epoch 843, best test acc=73.117
This epoch takes 84 seconds 
still need around 211.99 mins to finish this session
epo 850, test, loss=1.0606 acc=0.7208
best epoch 843, best test acc=73.117
This epoch takes 81 seconds 
still need around 204.25 mins to finish this session
epo 851, test, loss=1.0526 acc=0.7235
best epoch 843, best test acc=73.117
This epoch takes 79 seconds 
still need around 198.36 mins to finish this session
epo 852, test, loss=1.0427 acc=0.7230
best epoch 843, best test acc=73.117
This epoch takes 80 seconds 
still need around 199.42 mins to finish this session
epo 853, test, loss=1.0380 acc=0.7302
best epoch 843, best test acc=73.117
This epoch takes 83 seconds 
still need around 203.42 mins to finish this session
epo 854, test, loss=1.0575 acc=0.7248
best epoch 843, best test acc=73.117
This epoch takes 83 seconds 
still need around 202.83 mins to finish this session
epo 855, test, loss=1.0241 acc=0.7303
best epoch 843, best test acc=73.117
This epoch takes 79 seconds 
still need around 193.15 mins to finish this session
epo 856, test, loss=1.0332 acc=0.7277
best epoch 843, best test acc=73.117
This epoch takes 80 seconds 
still need around 192.96 mins to finish this session
epo 857, test, loss=1.0112 acc=0.7285
best epoch 843, best test acc=73.117
This epoch takes 82 seconds 
still need around 196.86 mins to finish this session
epo 858, test, loss=1.0668 acc=0.7220
best epoch 843, best test acc=73.117
This epoch takes 79 seconds 
still need around 189.29 mins to finish this session
epo 859, test, loss=1.0434 acc=0.7288
best epoch 843, best test acc=73.117
This epoch takes 80 seconds 
still need around 189.74 mins to finish this session
epo 860, test, loss=1.0425 acc=0.7262
best epoch 843, best test acc=73.117
This epoch takes 83 seconds 
still need around 194.30 mins to finish this session
epo 861, test, loss=1.0329 acc=0.7325
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 861, best test acc=73.250
This epoch takes 83 seconds 
still need around 193.50 mins to finish this session
epo 862, test, loss=1.0478 acc=0.7245
best epoch 861, best test acc=73.250
This epoch takes 81 seconds 
still need around 186.85 mins to finish this session
epo 863, test, loss=1.0459 acc=0.7297
best epoch 861, best test acc=73.250
This epoch takes 80 seconds 
still need around 184.62 mins to finish this session
epo 864, test, loss=1.0080 acc=0.7330
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 864, best test acc=73.300
This epoch takes 83 seconds 
still need around 188.64 mins to finish this session
epo 865, test, loss=1.0098 acc=0.7308
best epoch 864, best test acc=73.300
This epoch takes 83 seconds 
still need around 187.90 mins to finish this session
epo 866, test, loss=1.0363 acc=0.7265
best epoch 864, best test acc=73.300
This epoch takes 82 seconds 
still need around 185.10 mins to finish this session
epo 867, test, loss=1.0271 acc=0.7303
best epoch 864, best test acc=73.300
This epoch takes 81 seconds 
still need around 181.00 mins to finish this session
epo 868, test, loss=1.0498 acc=0.7245
best epoch 864, best test acc=73.300
This epoch takes 80 seconds 
still need around 176.68 mins to finish this session
epo 869, test, loss=1.0444 acc=0.7280
best epoch 864, best test acc=73.300
This epoch takes 81 seconds 
still need around 178.33 mins to finish this session
epo 870, test, loss=1.0628 acc=0.7260
best epoch 864, best test acc=73.300
This epoch takes 81 seconds 
still need around 176.13 mins to finish this session
epo 871, test, loss=1.0534 acc=0.7297
best epoch 864, best test acc=73.300
This epoch takes 80 seconds 
still need around 174.08 mins to finish this session
epo 872, test, loss=1.0249 acc=0.7298
best epoch 864, best test acc=73.300
This epoch takes 81 seconds 
still need around 174.41 mins to finish this session
epo 873, test, loss=1.0699 acc=0.7247
best epoch 864, best test acc=73.300
This epoch takes 81 seconds 
still need around 172.04 mins to finish this session
epo 874, test, loss=1.0375 acc=0.7318
best epoch 864, best test acc=73.300
This epoch takes 82 seconds 
still need around 174.22 mins to finish this session
epo 875, test, loss=1.0479 acc=0.7273
best epoch 864, best test acc=73.300
This epoch takes 80 seconds 
still need around 167.61 mins to finish this session
epo 876, test, loss=1.0390 acc=0.7317
best epoch 864, best test acc=73.300
This epoch takes 80 seconds 
still need around 167.15 mins to finish this session
epo 877, test, loss=1.0717 acc=0.7245
best epoch 864, best test acc=73.300
This epoch takes 82 seconds 
still need around 168.81 mins to finish this session
epo 878, test, loss=1.0049 acc=0.7388
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 878, best test acc=73.883
This epoch takes 81 seconds 
still need around 166.44 mins to finish this session
epo 879, test, loss=1.0589 acc=0.7288
best epoch 878, best test acc=73.883
This epoch takes 81 seconds 
still need around 165.28 mins to finish this session
epo 880, test, loss=1.0143 acc=0.7355
best epoch 878, best test acc=73.883
This epoch takes 79 seconds 
still need around 158.50 mins to finish this session
epo 881, test, loss=1.0053 acc=0.7398
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 881, best test acc=73.983
This epoch takes 75 seconds 
still need around 148.93 mins to finish this session
epo 882, test, loss=1.0142 acc=0.7350
best epoch 881, best test acc=73.983
This epoch takes 76 seconds 
still need around 150.22 mins to finish this session
epo 883, test, loss=1.0111 acc=0.7368
best epoch 881, best test acc=73.983
This epoch takes 78 seconds 
still need around 152.28 mins to finish this session
epo 884, test, loss=1.0070 acc=0.7405
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 884, best test acc=74.050
This epoch takes 76 seconds 
still need around 148.65 mins to finish this session
epo 885, test, loss=1.0520 acc=0.7250
best epoch 884, best test acc=74.050
This epoch takes 75 seconds 
still need around 144.38 mins to finish this session
epo 886, test, loss=0.9912 acc=0.7427
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 886, best test acc=74.267
This epoch takes 77 seconds 
still need around 147.92 mins to finish this session
epo 887, test, loss=1.0161 acc=0.7367
best epoch 886, best test acc=74.267
This epoch takes 77 seconds 
still need around 145.99 mins to finish this session
epo 888, test, loss=1.0225 acc=0.7353
best epoch 886, best test acc=74.267
This epoch takes 75 seconds 
still need around 140.49 mins to finish this session
epo 889, test, loss=1.0025 acc=0.7383
best epoch 886, best test acc=74.267
This epoch takes 72 seconds 
still need around 134.94 mins to finish this session
epo 890, test, loss=0.9937 acc=0.7400
best epoch 886, best test acc=74.267
This epoch takes 73 seconds 
still need around 135.66 mins to finish this session
epo 891, test, loss=1.0441 acc=0.7325
best epoch 886, best test acc=74.267
This epoch takes 73 seconds 
still need around 134.11 mins to finish this session
epo 892, test, loss=0.9948 acc=0.7475
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 892, best test acc=74.750
This epoch takes 71 seconds 
still need around 128.71 mins to finish this session
epo 893, test, loss=1.0211 acc=0.7342
best epoch 892, best test acc=74.750
This epoch takes 69 seconds 
still need around 124.23 mins to finish this session
epo 894, test, loss=0.9983 acc=0.7380
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 124.84 mins to finish this session
epo 895, test, loss=0.9907 acc=0.7428
best epoch 892, best test acc=74.750
This epoch takes 69 seconds 
still need around 122.43 mins to finish this session
epo 896, test, loss=1.0121 acc=0.7445
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 121.37 mins to finish this session
epo 897, test, loss=1.0216 acc=0.7360
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 120.76 mins to finish this session
epo 898, test, loss=0.9850 acc=0.7440
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 120.60 mins to finish this session
epo 899, test, loss=0.9831 acc=0.7432
best epoch 892, best test acc=74.750
This epoch takes 69 seconds 
still need around 117.82 mins to finish this session
epo 900, test, loss=1.0011 acc=0.7430
best epoch 892, best test acc=74.750
This epoch takes 71 seconds 
still need around 118.63 mins to finish this session
epo 901, test, loss=1.0057 acc=0.7422
best epoch 892, best test acc=74.750
This epoch takes 71 seconds 
still need around 118.31 mins to finish this session
epo 902, test, loss=0.9818 acc=0.7457
best epoch 892, best test acc=74.750
This epoch takes 71 seconds 
still need around 116.22 mins to finish this session
epo 903, test, loss=0.9918 acc=0.7433
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 113.89 mins to finish this session
epo 904, test, loss=0.9947 acc=0.7448
best epoch 892, best test acc=74.750
This epoch takes 69 seconds 
still need around 111.47 mins to finish this session
epo 905, test, loss=1.0078 acc=0.7435
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 112.04 mins to finish this session
epo 906, test, loss=0.9991 acc=0.7443
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 110.99 mins to finish this session
epo 907, test, loss=1.0057 acc=0.7468
best epoch 892, best test acc=74.750
This epoch takes 70 seconds 
still need around 109.09 mins to finish this session
epo 908, test, loss=0.9771 acc=0.7488
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 908, best test acc=74.883
This epoch takes 70 seconds 
still need around 108.13 mins to finish this session
epo 909, test, loss=0.9840 acc=0.7420
best epoch 908, best test acc=74.883
This epoch takes 69 seconds 
still need around 104.85 mins to finish this session
epo 910, test, loss=1.0066 acc=0.7428
best epoch 908, best test acc=74.883
This epoch takes 69 seconds 
still need around 103.82 mins to finish this session
epo 911, test, loss=0.9820 acc=0.7468
best epoch 908, best test acc=74.883
This epoch takes 69 seconds 
still need around 103.03 mins to finish this session
epo 912, test, loss=0.9691 acc=0.7505
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 100.31 mins to finish this session
epo 913, test, loss=0.9846 acc=0.7450
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 99.65 mins to finish this session
epo 914, test, loss=1.0016 acc=0.7430
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 98.53 mins to finish this session
epo 915, test, loss=1.0067 acc=0.7440
best epoch 912, best test acc=75.050
This epoch takes 69 seconds 
still need around 98.32 mins to finish this session
epo 916, test, loss=1.0001 acc=0.7420
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 95.66 mins to finish this session
epo 917, test, loss=0.9967 acc=0.7443
best epoch 912, best test acc=75.050
This epoch takes 67 seconds 
still need around 93.53 mins to finish this session
epo 918, test, loss=0.9888 acc=0.7440
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 93.17 mins to finish this session
epo 919, test, loss=0.9867 acc=0.7482
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 92.11 mins to finish this session
epo 920, test, loss=0.9993 acc=0.7458
best epoch 912, best test acc=75.050
This epoch takes 67 seconds 
still need around 90.64 mins to finish this session
epo 921, test, loss=0.9755 acc=0.7480
best epoch 912, best test acc=75.050
This epoch takes 67 seconds 
still need around 88.52 mins to finish this session
epo 922, test, loss=0.9995 acc=0.7402
best epoch 912, best test acc=75.050
This epoch takes 67 seconds 
still need around 87.46 mins to finish this session
epo 923, test, loss=0.9749 acc=0.7443
best epoch 912, best test acc=75.050
This epoch takes 68 seconds 
still need around 88.00 mins to finish this session
epo 924, test, loss=0.9677 acc=0.7517
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 85.86 mins to finish this session
epo 925, test, loss=0.9849 acc=0.7440
best epoch 924, best test acc=75.167
This epoch takes 68 seconds 
still need around 86.20 mins to finish this session
epo 926, test, loss=0.9841 acc=0.7493
best epoch 924, best test acc=75.167
This epoch takes 66 seconds 
still need around 81.66 mins to finish this session
epo 927, test, loss=0.9838 acc=0.7480
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 82.45 mins to finish this session
epo 928, test, loss=0.9740 acc=0.7473
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 80.53 mins to finish this session
epo 929, test, loss=0.9713 acc=0.7500
best epoch 924, best test acc=75.167
This epoch takes 66 seconds 
still need around 79.24 mins to finish this session
epo 930, test, loss=0.9742 acc=0.7490
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 78.96 mins to finish this session
epo 931, test, loss=0.9907 acc=0.7470
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 77.66 mins to finish this session
epo 932, test, loss=1.0000 acc=0.7452
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 76.23 mins to finish this session
epo 933, test, loss=0.9841 acc=0.7507
best epoch 924, best test acc=75.167
This epoch takes 67 seconds 
still need around 75.44 mins to finish this session
epo 934, test, loss=0.9571 acc=0.7545
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 934, best test acc=75.450
This epoch takes 68 seconds 
still need around 75.10 mins to finish this session
epo 935, test, loss=0.9966 acc=0.7437
best epoch 934, best test acc=75.450
This epoch takes 67 seconds 
still need around 72.82 mins to finish this session
epo 936, test, loss=0.9917 acc=0.7447
best epoch 934, best test acc=75.450
This epoch takes 66 seconds 
still need around 71.21 mins to finish this session
epo 937, test, loss=0.9971 acc=0.7438
best epoch 934, best test acc=75.450
This epoch takes 67 seconds 
still need around 70.46 mins to finish this session
epo 938, test, loss=0.9831 acc=0.7490
best epoch 934, best test acc=75.450
This epoch takes 67 seconds 
still need around 70.13 mins to finish this session
epo 939, test, loss=0.9932 acc=0.7465
best epoch 934, best test acc=75.450
This epoch takes 67 seconds 
still need around 69.10 mins to finish this session
epo 940, test, loss=1.0047 acc=0.7488
best epoch 934, best test acc=75.450
This epoch takes 66 seconds 
still need around 66.50 mins to finish this session
epo 941, test, loss=0.9786 acc=0.7508
best epoch 934, best test acc=75.450
This epoch takes 67 seconds 
still need around 66.47 mins to finish this session
epo 942, test, loss=0.9827 acc=0.7522
best epoch 934, best test acc=75.450
This epoch takes 68 seconds 
still need around 65.82 mins to finish this session
epo 943, test, loss=0.9703 acc=0.7538
best epoch 934, best test acc=75.450
This epoch takes 66 seconds 
still need around 63.65 mins to finish this session
epo 944, test, loss=0.9849 acc=0.7515
best epoch 934, best test acc=75.450
This epoch takes 66 seconds 
still need around 62.17 mins to finish this session
epo 945, test, loss=0.9756 acc=0.7508
best epoch 934, best test acc=75.450
This epoch takes 68 seconds 
still need around 62.49 mins to finish this session
epo 946, test, loss=0.9689 acc=0.7550
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 946, best test acc=75.500
This epoch takes 67 seconds 
still need around 60.99 mins to finish this session
epo 947, test, loss=0.9641 acc=0.7548
best epoch 946, best test acc=75.500
This epoch takes 68 seconds 
still need around 60.30 mins to finish this session
epo 948, test, loss=0.9537 acc=0.7562
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 948, best test acc=75.617
This epoch takes 67 seconds 
still need around 58.36 mins to finish this session
epo 949, test, loss=0.9549 acc=0.7607
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 57.76 mins to finish this session
epo 950, test, loss=0.9741 acc=0.7545
best epoch 949, best test acc=76.067
This epoch takes 68 seconds 
still need around 56.94 mins to finish this session
epo 951, test, loss=0.9880 acc=0.7525
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 54.95 mins to finish this session
epo 952, test, loss=0.9644 acc=0.7550
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 53.88 mins to finish this session
epo 953, test, loss=0.9555 acc=0.7547
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 53.18 mins to finish this session
epo 954, test, loss=0.9739 acc=0.7538
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 51.54 mins to finish this session
epo 955, test, loss=0.9564 acc=0.7565
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 50.50 mins to finish this session
epo 956, test, loss=0.9590 acc=0.7568
best epoch 949, best test acc=76.067
This epoch takes 63 seconds 
still need around 46.36 mins to finish this session
epo 957, test, loss=0.9699 acc=0.7567
best epoch 949, best test acc=76.067
This epoch takes 57 seconds 
still need around 40.95 mins to finish this session
epo 958, test, loss=0.9551 acc=0.7605
best epoch 949, best test acc=76.067
This epoch takes 53 seconds 
still need around 37.27 mins to finish this session
epo 959, test, loss=0.9571 acc=0.7557
best epoch 949, best test acc=76.067
This epoch takes 66 seconds 
still need around 45.59 mins to finish this session
epo 960, test, loss=0.9502 acc=0.7602
best epoch 949, best test acc=76.067
This epoch takes 66 seconds 
still need around 44.47 mins to finish this session
epo 961, test, loss=0.9608 acc=0.7587
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 43.70 mins to finish this session
epo 962, test, loss=0.9592 acc=0.7517
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 42.68 mins to finish this session
epo 963, test, loss=0.9584 acc=0.7595
best epoch 949, best test acc=76.067
This epoch takes 69 seconds 
still need around 42.60 mins to finish this session
epo 964, test, loss=0.9613 acc=0.7565
best epoch 949, best test acc=76.067
This epoch takes 67 seconds 
still need around 40.43 mins to finish this session
epo 965, test, loss=0.9618 acc=0.7557
best epoch 949, best test acc=76.067
This epoch takes 68 seconds 
still need around 39.74 mins to finish this session
epo 966, test, loss=0.9463 acc=0.7638
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 38.39 mins to finish this session
epo 967, test, loss=0.9551 acc=0.7615
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 37.11 mins to finish this session
epo 968, test, loss=0.9493 acc=0.7615
best epoch 966, best test acc=76.383
This epoch takes 68 seconds 
still need around 36.64 mins to finish this session
epo 969, test, loss=0.9577 acc=0.7582
best epoch 966, best test acc=76.383
This epoch takes 68 seconds 
still need around 35.39 mins to finish this session
epo 970, test, loss=0.9539 acc=0.7585
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 33.66 mins to finish this session
epo 971, test, loss=0.9713 acc=0.7530
best epoch 966, best test acc=76.383
This epoch takes 68 seconds 
still need around 33.09 mins to finish this session
epo 972, test, loss=0.9563 acc=0.7567
best epoch 966, best test acc=76.383
This epoch takes 66 seconds 
still need around 31.04 mins to finish this session
epo 973, test, loss=0.9498 acc=0.7623
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 30.58 mins to finish this session
epo 974, test, loss=0.9649 acc=0.7603
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 29.05 mins to finish this session
epo 975, test, loss=0.9655 acc=0.7532
best epoch 966, best test acc=76.383
This epoch takes 68 seconds 
still need around 28.66 mins to finish this session
epo 976, test, loss=0.9538 acc=0.7622
best epoch 966, best test acc=76.383
This epoch takes 67 seconds 
still need around 27.00 mins to finish this session
epo 977, test, loss=0.9498 acc=0.7638
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 977, best test acc=76.383
This epoch takes 68 seconds 
still need around 26.44 mins to finish this session
epo 978, test, loss=0.9623 acc=0.7607
best epoch 977, best test acc=76.383
This epoch takes 66 seconds 
still need around 24.28 mins to finish this session
epo 979, test, loss=0.9505 acc=0.7613
best epoch 977, best test acc=76.383
This epoch takes 67 seconds 
still need around 23.48 mins to finish this session
epo 980, test, loss=0.9584 acc=0.7582
best epoch 977, best test acc=76.383
This epoch takes 67 seconds 
still need around 22.33 mins to finish this session
epo 981, test, loss=0.9545 acc=0.7602
best epoch 977, best test acc=76.383
This epoch takes 67 seconds 
still need around 21.33 mins to finish this session
epo 982, test, loss=0.9580 acc=0.7597
best epoch 977, best test acc=76.383
This epoch takes 66 seconds 
still need around 20.08 mins to finish this session
epo 983, test, loss=0.9569 acc=0.7598
best epoch 977, best test acc=76.383
This epoch takes 67 seconds 
still need around 19.02 mins to finish this session
epo 984, test, loss=0.9447 acc=0.7637
best epoch 977, best test acc=76.383
This epoch takes 68 seconds 
still need around 18.16 mins to finish this session
epo 985, test, loss=0.9523 acc=0.7638
********A better model is found!!**********
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
best epoch 985, best test acc=76.383
This epoch takes 67 seconds 
still need around 16.94 mins to finish this session
epo 986, test, loss=0.9635 acc=0.7587
best epoch 985, best test acc=76.383
This epoch takes 66 seconds 
still need around 15.46 mins to finish this session
epo 987, test, loss=0.9403 acc=0.7618
best epoch 985, best test acc=76.383
This epoch takes 66 seconds 
still need around 14.50 mins to finish this session
epo 988, test, loss=0.9493 acc=0.7600
best epoch 985, best test acc=76.383
This epoch takes 68 seconds 
still need around 13.62 mins to finish this session
epo 989, test, loss=0.9505 acc=0.7607
best epoch 985, best test acc=76.383
This epoch takes 67 seconds 
still need around 12.35 mins to finish this session
epo 990, test, loss=0.9430 acc=0.7625
best epoch 985, best test acc=76.383
This epoch takes 66 seconds 
still need around 11.01 mins to finish this session
epo 991, test, loss=0.9518 acc=0.7603
best epoch 985, best test acc=76.383
This epoch takes 65 seconds 
still need around 9.86 mins to finish this session
epo 992, test, loss=0.9483 acc=0.7623
best epoch 985, best test acc=76.383
This epoch takes 68 seconds 
still need around 9.15 mins to finish this session
epo 993, test, loss=0.9485 acc=0.7597
best epoch 985, best test acc=76.383
This epoch takes 66 seconds 
still need around 7.81 mins to finish this session
epo 994, test, loss=0.9517 acc=0.7590
best epoch 985, best test acc=76.383
This epoch takes 68 seconds 
still need around 6.89 mins to finish this session
epo 995, test, loss=0.9461 acc=0.7633
best epoch 985, best test acc=76.383
This epoch takes 67 seconds 
still need around 5.59 mins to finish this session
epo 996, test, loss=0.9558 acc=0.7613
best epoch 985, best test acc=76.383
This epoch takes 68 seconds 
still need around 4.56 mins to finish this session
epo 997, test, loss=0.9516 acc=0.7587
best epoch 985, best test acc=76.383
This epoch takes 66 seconds 
still need around 3.32 mins to finish this session
epo 998, test, loss=0.9635 acc=0.7603
best epoch 985, best test acc=76.383
This epoch takes 67 seconds 
still need around 2.27 mins to finish this session
epo 999, test, loss=0.9458 acc=0.7630
best epoch 985, best test acc=76.383
This epoch takes 65 seconds 
still need around 1.10 mins to finish this session
Replace the fc with average embedding, and save it to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session0_max_acc.pth
epo 0, test, loss=0.9398 acc=0.7660
The new best test acc of base session=76.600
training session: [1]
epo 0, test, loss=3.6111 acc=0.7175, acc@5=0.8617
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session1_max_acc.pth
  test acc=71.754
training session: [2]
epo 0, test, loss=3.7265 acc=0.6729, acc@5=0.8393
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session2_max_acc.pth
  test acc=67.286
training session: [3]
epo 0, test, loss=3.8326 acc=0.6328, acc@5=0.8127
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session3_max_acc.pth
  test acc=63.280
training session: [4]
epo 0, test, loss=3.9277 acc=0.6004, acc@5=0.7896
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session4_max_acc.pth
  test acc=60.037
training session: [5]
epo 0, test, loss=4.0169 acc=0.5687, acc@5=0.7658
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session5_max_acc.pth
  test acc=56.871
training session: [6]
epo 0, test, loss=4.0996 acc=0.5394, acc@5=0.7438
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session6_max_acc.pth
  test acc=53.944
training session: [7]
epo 0, test, loss=4.1737 acc=0.5195, acc@5=0.7317
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session7_max_acc.pth
  test acc=51.947
training session: [8]
epo 0, test, loss=4.2418 acc=0.5022, acc@5=0.7096
Saving model to :checkpoint/mini_imagenet/fact/ft_cos-avg_cos-data_init-start_0/Cosine-Epo_1000-Lr_0.1000Bal0.01-LossIter150-T_16.00/session8_max_acc.pth
  test acc=50.220
[76.6, 71.754, 67.286, 63.28, 60.037, 56.871, 53.944, 51.947, 50.22]
Base Session Best epoch: 985
Total time used 1174.61 mins