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Files already downloaded and verified
Resume training from cifar100_save/endpoints/WideResNet28x10_new7/sgd/checkpoint-0.pt
gRDA (
Parameter Group 0
    c: 0.001
    lr: 0.1
    mu: 0.501
)
total epochs: 200
31600327.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
   1     0.1000     3.7243    12.7040     4.5922     9.0200   155.5383
29561747.0 / 36546980
   2     0.1000     2.9640    25.3200     3.5012    20.2800   151.1779
28003010.0 / 36546980
   3     0.1000     2.4549    35.4200     3.0365    27.9800   151.0786
26693848.0 / 36546980
   4     0.1000     2.0865    43.3420     2.6987    34.6900   151.0869
25546488.0 / 36546980
   5     0.1000     1.8148    49.7240     2.3849    40.1100   151.0058
24513015.0 / 36546980
   6     0.1000     1.6131    54.4300     2.2819    44.1100   151.0199
23570219.0 / 36546980
   7     0.1000     1.4684    58.1080     1.8878    49.8400   151.0947
22704619.0 / 36546980
   8     0.1000     1.3423    61.2260     1.6746    54.5200   150.9217
21905049.0 / 36546980
   9     0.1000     1.2316    64.1400     1.9909    50.0400   150.9271
21165643.0 / 36546980
  10     0.1000     1.1364    66.4980     1.8731    51.7300   151.0258
20484494.0 / 36546980
  11     0.1000     1.0579    68.7240     1.9359    52.1200   151.1656
19859054.0 / 36546980
  12     0.1000     0.9872    70.4560     2.0375    52.9100   150.9200
19283210.0 / 36546980
  13     0.1000     0.9191    72.3880     1.7807    55.3200   151.0473
18756982.0 / 36546980
  14     0.1000     0.8609    73.9760     1.5331    60.3200   151.0207
18274793.0 / 36546980
  15     0.1000     0.7995    75.8920     1.8688    55.7000   151.1089
17836565.0 / 36546980
  16     0.1000     0.7499    76.8800     1.4135    62.8200   151.0370
17432770.0 / 36546980
  17     0.1000     0.6976    78.5220     2.0063    52.7400   151.0904
17066485.0 / 36546980
  18     0.1000     0.6517    79.8820     1.3409    64.7300   151.0733
16730278.0 / 36546980
  19     0.1000     0.6114    81.2160     1.4894    63.1900   151.0941
16424563.0 / 36546980
  20     0.1000     0.5634    82.4300     1.8565    55.8200   150.9523
16141078.0 / 36546980
  21     0.1000     0.5263    83.6980     1.7528    60.8400   150.8863
15881642.0 / 36546980
  22     0.1000     0.4903    84.4460     1.5699    63.6500   150.9990
15646085.0 / 36546980
  23     0.1000     0.4578    85.6200     1.5164    62.9900   150.9960
15427319.0 / 36546980
  24     0.1000     0.4228    86.3560     1.5008    63.7400   151.0798
15223617.0 / 36546980
  25     0.1000     0.3972    87.2480     1.3600    66.5200   151.1556
15031255.0 / 36546980
  26     0.1000     0.3562    88.5800     1.3965    67.0400   151.2616
14855357.0 / 36546980
  27     0.1000     0.3369    89.1780     1.4488    65.5100   150.9845
14688723.0 / 36546980
  28     0.1000     0.3172    89.8600     1.3577    68.3100   150.8765
14523653.0 / 36546980
  29     0.1000     0.2779    91.0860     2.0110    59.9200   150.9981
14372825.0 / 36546980
  30     0.1000     0.2646    91.5280     1.4319    67.7900   151.0068
14228859.0 / 36546980
  31     0.1000     0.2482    92.0640     1.6427    65.8100   150.8432
14087135.0 / 36546980
  32     0.1000     0.2227    92.8500     1.5534    67.3700   151.0294
13950997.0 / 36546980
  33     0.1000     0.2064    93.4020     1.9119    63.7100   150.9980
13819489.0 / 36546980
  34     0.1000     0.1942    93.9060     1.8631    63.9400   150.8977
13693276.0 / 36546980
  35     0.1000     0.1802    94.2380     1.7840    65.2700   151.2006
13561729.0 / 36546980
  36     0.1000     0.1562    94.9940     1.4665    69.5400   150.9417
13438586.0 / 36546980
  37     0.1000     0.1536    95.1200     1.5976    67.7700   150.9556
13320946.0 / 36546980
  38     0.1000     0.1435    95.3940     1.6165    67.6800   151.0015
13206327.0 / 36546980
  39     0.1000     0.1361    95.7540     1.6205    68.2600   150.9126
13093025.0 / 36546980
  40     0.1000     0.1285    95.9900     1.6773    68.5100   151.0392
12986998.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  41     0.1000     0.1265    96.0400     1.3472    71.8200   151.2759
12866880.0 / 36546980
  42     0.1000     0.1016    96.8940     1.5770    69.0200   150.8733
12752508.0 / 36546980
  43     0.1000     0.0966    97.0820     1.5070    69.8100   150.9427
12650275.0 / 36546980
  44     0.1000     0.1012    96.8480     1.4855    70.7600   150.8611
12551001.0 / 36546980
  45     0.1000     0.0976    96.9220     1.4109    71.6400   150.9050
12441517.0 / 36546980
  46     0.1000     0.0830    97.4800     1.6311    68.9600   150.9375
12332305.0 / 36546980
  47     0.1000     0.0747    97.7700     1.5974    70.8000   150.9496
12236652.0 / 36546980
  48     0.1000     0.0812    97.5860     2.1183    66.2400   150.9353
12140797.0 / 36546980
  49     0.1000     0.0789    97.6060     1.3946    72.8400   150.9967
12027198.0 / 36546980
  50     0.1000     0.0558    98.3980     1.5772    70.6500   150.8993
11918733.0 / 36546980
  51     0.1000     0.0557    98.4500     1.5637    71.0900   150.9227
11822976.0 / 36546980
  52     0.1000     0.0625    98.1900     1.7692    67.9500   151.0217
11727216.0 / 36546980
  53     0.1000     0.0588    98.2640     1.6060    70.6500   150.8011
11640839.0 / 36546980
  54     0.1000     0.0620    98.1120     1.7302    69.5600   150.9639
11559113.0 / 36546980
  55     0.1000     0.0638    98.0740     1.5105    71.5700   150.9334
11484540.0 / 36546980
  56     0.1000     0.0648    98.0680     2.3092    62.3700   150.9661
11405725.0 / 36546980
  57     0.1000     0.0598    98.2680     1.5747    71.6900   150.9376
11322146.0 / 36546980
  58     0.1000     0.0540    98.4020     1.4961    72.8400   150.8450
11237504.0 / 36546980
  59     0.1000     0.0504    98.5560     1.5817    71.5200   151.0098
11152181.0 / 36546980
  60     0.1000     0.0458    98.6840     1.5133    72.6200   151.0793
11077186.0 / 36546980
  61     0.1000     0.0510    98.4820     1.5831    71.4200   150.8362
11003458.0 / 36546980
  62     0.1000     0.0512    98.4900     1.5333    72.7500   150.9418
10917521.0 / 36546980
  63     0.1000     0.0372    98.9560     1.5822    72.8500   150.8882
10836654.0 / 36546980
  64     0.1000     0.0413    98.8080     1.4694    72.7900   150.9762
10745368.0 / 36546980
  65     0.1000     0.0323    99.1460     1.5640    72.3500   150.8780
10667711.0 / 36546980
  66     0.1000     0.0378    98.9300     1.7384    70.6100   150.8771
10623070.0 / 36546980
  67     0.1000     0.0618    98.1160     1.5885    71.5000   151.0653
10554367.0 / 36546980
  68     0.1000     0.0407    98.8300     1.5401    72.5700   151.1854
10468766.0 / 36546980
  69     0.1000     0.0296    99.2380     1.5959    71.6800   150.9894
10390158.0 / 36546980
  70     0.1000     0.0313    99.1000     1.4696    73.7000   150.9149
10304473.0 / 36546980
  71     0.1000     0.0249    99.3520     1.5407    73.1700   151.0185
10232554.0 / 36546980
  72     0.1000     0.0310    99.0820     1.7919    70.6100   151.0133
10166779.0 / 36546980
  73     0.1000     0.0343    99.0280     1.6694    71.9500   151.0133
10110362.0 / 36546980
  74     0.1000     0.0407    98.8000     1.5281    72.9000   151.0189
10043477.0 / 36546980
  75     0.1000     0.0301    99.1080     1.5897    71.9200   150.8309
9976994.0 / 36546980
  76     0.1000     0.0298    99.1840     1.5325    73.1300   151.0844
9922697.0 / 36546980
  77     0.1000     0.0362    98.9820     1.6037    71.6800   151.0008
9868088.0 / 36546980
  78     0.1000     0.0333    99.0300     1.6743    70.6000   151.0489
9830386.0 / 36546980
  79     0.1000     0.0453    98.5980     1.8842    70.2800   151.0012
9773349.0 / 36546980
  80     0.1000     0.0330    99.0660     1.5842    72.2600   150.9389
9711009.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  81     0.1000     0.0260    99.3100     1.5690    73.4400   151.1118
9651089.0 / 36546980
  82     0.1000     0.0277    99.2320     1.7743    71.5500   151.0124
9605886.0 / 36546980
  83     0.1000     0.0362    98.9240     1.7633    70.0300   150.8591
9579729.0 / 36546980
  84     0.1000     0.0455    98.6460     1.7446    71.3300   150.8999
9537999.0 / 36546980
  85     0.1000     0.0366    98.9280     1.6067    72.9900   151.0210
9479047.0 / 36546980
  86     0.1000     0.0252    99.2620     1.4306    74.5200   151.0071
9415574.0 / 36546980
  87     0.1000     0.0206    99.4220     1.6347    72.8900   151.1726
9354235.0 / 36546980
  88     0.1000     0.0226    99.3800     1.5277    74.6200   151.0363
9291375.0 / 36546980
  89     0.1000     0.0187    99.4680     1.5853    73.0000   151.0711
9228114.0 / 36546980
  90     0.1000     0.0184    99.4820     1.5546    73.7700   151.1230
9170222.0 / 36546980
  91     0.1000     0.0206    99.4600     1.5051    73.6900   151.1019
9106868.0 / 36546980
  92     0.1000     0.0170    99.5680     2.0024    69.0700   151.0676
9059306.0 / 36546980
  93     0.1000     0.0241    99.2920     1.6015    73.0300   150.9544
9014483.0 / 36546980
  94     0.1000     0.0244    99.2800     1.5785    73.6000   150.9598
8970010.0 / 36546980
  95     0.1000     0.0235    99.3260     1.6516    72.7000   150.9253
8937968.0 / 36546980
  96     0.1000     0.0300    99.1320     1.6955    71.5000   150.9551
8928521.0 / 36546980
  97     0.1000     0.0444    98.6140     1.7506    71.2700   150.9450
8907718.0 / 36546980
  98     0.1000     0.0378    98.8040     1.9879    68.4200   150.9501
8900121.0 / 36546980
  99     0.1000     0.0469    98.5720     1.7186    71.2500   151.0283
8862737.0 / 36546980
 100     0.1000     0.0277    99.2340     1.4844    74.0200   151.0347
8815212.0 / 36546980
 101     0.0988     0.0211    99.4100     1.5779    73.1000   151.2039
8761287.0 / 36546980
 102     0.0975     0.0160    99.5600     1.5318    74.2100   150.9787
8713296.0 / 36546980
 103     0.0963     0.0177    99.5080     1.5342    73.9700   150.9483
8654890.0 / 36546980
 104     0.0950     0.0117    99.7160     1.5382    74.3700   151.1022
8591016.0 / 36546980
 105     0.0938     0.0079    99.8380     1.4445    75.5300   151.0197
8524007.0 / 36546980
 106     0.0926     0.0051    99.9060     1.4650    75.3700   150.9596
8456136.0 / 36546980
 107     0.0913     0.0031    99.9500     1.4856    75.4200   150.9846
8389237.0 / 36546980
 108     0.0901     0.0029    99.9540     1.4264    76.3400   150.9011
8323097.0 / 36546980
 109     0.0889     0.0029    99.9420     1.4673    75.7000   150.9821
8258681.0 / 36546980
 110     0.0876     0.0029    99.9520     1.4262    76.3000   150.8464
8195009.0 / 36546980
 111     0.0864     0.0023    99.9580     1.4286    76.2400   150.8734
8131868.0 / 36546980
 112     0.0852     0.0016    99.9700     1.4477    76.1900   150.9770
8071676.0 / 36546980
 113     0.0839     0.0019    99.9620     1.4207    76.3800   151.0293
8011725.0 / 36546980
 114     0.0827     0.0015    99.9700     1.4027    76.6600   151.0575
7953794.0 / 36546980
 115     0.0814     0.0018    99.9620     1.4318    76.6000   151.1202
7897362.0 / 36546980
 116     0.0802     0.0016    99.9540     1.4199    76.2900   150.9531
7841909.0 / 36546980
 117     0.0790     0.0015    99.9680     1.4289    76.5000   150.9994
7788484.0 / 36546980
 118     0.0777     0.0015    99.9620     1.4360    76.5300   150.8616
7735895.0 / 36546980
 119     0.0765     0.0015    99.9660     1.3973    76.5700   151.0265
7684260.0 / 36546980
 120     0.0753     0.0012    99.9720     1.4128    76.5200   150.9477
7633944.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 121     0.0740     0.0011    99.9720     1.4201    76.5300   150.9179
7584520.0 / 36546980
 122     0.0728     0.0010    99.9740     1.4182    76.7500   150.9241
7536761.0 / 36546980
 123     0.0715     0.0010    99.9780     1.4151    76.6700   151.0419
7490712.0 / 36546980
 124     0.0703     0.0011    99.9700     1.4450    76.6200   151.3379
7445968.0 / 36546980
 125     0.0691     0.0011    99.9740     1.4236    76.7300   150.9877
7401666.0 / 36546980
 126     0.0678     0.0010    99.9720     1.4200    76.9200   150.9856
7358451.0 / 36546980
 127     0.0666     0.0010    99.9820     1.4129    76.6800   151.2025
7316346.0 / 36546980
 128     0.0654     0.0010    99.9740     1.4332    76.3800   150.9867
7276019.0 / 36546980
 129     0.0641     0.0010    99.9720     1.4240    76.7200   151.0398
7236252.0 / 36546980
 130     0.0629     0.0010    99.9720     1.4230    76.5600   150.9959
7197427.0 / 36546980
 131     0.0616     0.0009    99.9740     1.4076    76.6800   150.8625
7159707.0 / 36546980
 132     0.0604     0.0009    99.9720     1.4242    76.6800   151.2117
7123330.0 / 36546980
 133     0.0592     0.0008    99.9780     1.4074    77.0000   150.9218
7087932.0 / 36546980
 134     0.0579     0.0009    99.9760     1.4159    76.7600   150.9293
7053366.0 / 36546980
 135     0.0567     0.0007    99.9760     1.3994    76.9100   151.0354
7020083.0 / 36546980
 136     0.0554     0.0008    99.9800     1.4014    76.8100   151.0040
6987412.0 / 36546980
 137     0.0542     0.0009    99.9740     1.4001    76.9000   150.9819
6955757.0 / 36546980
 138     0.0530     0.0008    99.9780     1.3951    76.9900   151.0886
6925408.0 / 36546980
 139     0.0517     0.0008    99.9780     1.3923    76.9700   151.0459
6895983.0 / 36546980
 140     0.0505     0.0008    99.9740     1.3994    76.6600   150.9519
6867502.0 / 36546980
 141     0.0493     0.0008    99.9740     1.3931    77.0400   150.9072
6840005.0 / 36546980
 142     0.0480     0.0006    99.9820     1.4015    76.7500   150.9904
6813336.0 / 36546980
 143     0.0468     0.0008    99.9740     1.3899    76.7900   151.1301
6787284.0 / 36546980
 144     0.0456     0.0007    99.9740     1.3977    76.9600   151.0060
6762512.0 / 36546980
 145     0.0443     0.0008    99.9720     1.3857    76.9400   151.0154
6738387.0 / 36546980
 146     0.0431     0.0008    99.9700     1.3832    76.8000   151.1471
6714795.0 / 36546980
 147     0.0418     0.0007    99.9760     1.3964    76.9900   150.8426
6692305.0 / 36546980
 148     0.0406     0.0007    99.9780     1.3896    76.8500   150.9413
6670850.0 / 36546980
 149     0.0394     0.0007    99.9680     1.3881    76.9000   150.9267
6649848.0 / 36546980
 150     0.0381     0.0007    99.9740     1.3992    76.8000   151.0702
6629906.0 / 36546980
 151     0.0369     0.0006    99.9780     1.3728    76.9300   151.0834
6610457.0 / 36546980
 152     0.0357     0.0006    99.9780     1.3803    76.8200   151.0129
6592227.0 / 36546980
 153     0.0344     0.0007    99.9720     1.3869    76.7300   151.0000
6574447.0 / 36546980
 154     0.0332     0.0007    99.9740     1.3760    76.9200   151.1611
6557422.0 / 36546980
 155     0.0319     0.0007    99.9780     1.3733    76.8300   151.0532
6541153.0 / 36546980
 156     0.0307     0.0007    99.9740     1.3709    76.9000   151.2079
6525614.0 / 36546980
 157     0.0295     0.0007    99.9760     1.3782    76.9800   151.0448
6510850.0 / 36546980
 158     0.0282     0.0007    99.9760     1.3830    76.8500   150.9336
6496789.0 / 36546980
 159     0.0270     0.0006    99.9820     1.3770    76.9200   150.8961
6483297.0 / 36546980
 160     0.0257     0.0006    99.9780     1.3930    76.7800   151.0433
6470676.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 161     0.0245     0.0006    99.9800     1.3753    76.9500   151.1568
6458563.0 / 36546980
 162     0.0233     0.0006    99.9780     1.3833    77.1700   150.9994
6447079.0 / 36546980
 163     0.0220     0.0006    99.9780     1.3724    76.9400   151.0266
6436699.0 / 36546980
 164     0.0208     0.0007    99.9740     1.3873    76.9300   151.0789
6426671.0 / 36546980
 165     0.0196     0.0006    99.9760     1.3727    77.0500   151.1377
6417340.0 / 36546980
 166     0.0183     0.0006    99.9820     1.3820    77.0200   151.0647
6408767.0 / 36546980
 167     0.0171     0.0006    99.9740     1.3765    77.0000   150.9673
6400625.0 / 36546980
 168     0.0159     0.0006    99.9820     1.3737    77.0000   150.9367
6393386.0 / 36546980
 169     0.0146     0.0006    99.9740     1.3657    77.0200   150.9440
6386628.0 / 36546980
 170     0.0134     0.0006    99.9760     1.3782    76.8100   150.9253
6380412.0 / 36546980
 171     0.0121     0.0006    99.9800     1.3916    76.9900   150.9834
6375132.0 / 36546980
 172     0.0109     0.0006    99.9740     1.3864    77.0100   151.1749
6370305.0 / 36546980
 173     0.0097     0.0006    99.9840     1.3792    76.7600   150.8999
6365976.0 / 36546980
 174     0.0084     0.0007    99.9760     1.3714    77.0400   150.9807
6362578.0 / 36546980
 175     0.0072     0.0006    99.9780     1.3803    77.0700   151.0345
6359772.0 / 36546980
 176     0.0060     0.0005    99.9860     1.3826    77.1400   151.0793
6357455.0 / 36546980
 177     0.0047     0.0006    99.9800     1.3760    76.9200   151.1252
6355601.0 / 36546980
 178     0.0035     0.0005    99.9880     1.3721    76.9300   151.0363
6354658.0 / 36546980
 179     0.0022     0.0005    99.9840     1.3765    76.9500   150.9923
6354160.0 / 36546980
 180     0.0010     0.0007    99.9720     1.3819    77.0100   151.0472
6353714.0 / 36546980
 181     0.0010     0.0006    99.9760     1.3722    77.0800   150.9217
6353251.0 / 36546980
 182     0.0010     0.0006    99.9840     1.3747    77.0200   151.0038
6352787.0 / 36546980
 183     0.0010     0.0005    99.9860     1.3616    76.9000   150.9693
6352315.0 / 36546980
 184     0.0010     0.0006    99.9780     1.3727    77.0100   151.0182
6351839.0 / 36546980
 185     0.0010     0.0005    99.9900     1.3812    76.9000   150.9598
6351411.0 / 36546980
 186     0.0010     0.0006    99.9740     1.3770    77.0600   150.9948
6350944.0 / 36546980
 187     0.0010     0.0006    99.9820     1.3743    76.9700   150.9199
6350490.0 / 36546980
 188     0.0010     0.0006    99.9800     1.3806    76.9900   151.1604
6350019.0 / 36546980
 189     0.0010     0.0006    99.9760     1.3713    76.9700   150.9352
6349517.0 / 36546980
 190     0.0010     0.0006    99.9700     1.3677    77.0400   151.1058
6349044.0 / 36546980
 191     0.0010     0.0005    99.9860     1.3897    76.9700   150.9369
6348554.0 / 36546980
 192     0.0010     0.0006    99.9800     1.3735    77.1300   151.0278
6348104.0 / 36546980
 193     0.0010     0.0006    99.9780     1.3887    76.9300   151.0705
6347629.0 / 36546980
 194     0.0010     0.0006    99.9800     1.3686    76.9600   150.8621
6347155.0 / 36546980
 195     0.0010     0.0005    99.9840     1.3777    76.9700   151.1557
6346715.0 / 36546980
 196     0.0010     0.0005    99.9800     1.3795    77.0700   151.0639
6346241.0 / 36546980
 197     0.0010     0.0006    99.9780     1.3788    76.9000   150.9874
6345772.0 / 36546980
 198     0.0010     0.0006    99.9760     1.3778    76.9200   150.8456
6345308.0 / 36546980
 199     0.0010     0.0006    99.9840     1.3803    77.0300   151.1288
6344890.0 / 36546980
 200     0.0010     0.0006    99.9800     1.3752    76.8700   150.9937
