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Files already downloaded and verified
Resume training from cifar100_save/endpoints/WideResNet28x10_new4/sgd/checkpoint-0.pt
gRDA (
Parameter Group 0
    c: 0.001
    lr: 0.1
    mu: 0.55
)
total epochs: 200
30630856.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
   1     0.1000     3.7266    12.7020     4.2358    10.7400   100.1290
27901361.0 / 36546980
   2     0.1000     2.9664    25.4340     3.8755    17.6400    97.1146
25760856.0 / 36546980
   3     0.1000     2.4525    35.5860     3.0401    26.9600    97.0907
23933433.0 / 36546980
   4     0.1000     2.0845    43.2440     2.6304    35.8500    96.7891
22314183.0 / 36546980
   5     0.1000     1.8187    49.6320     2.5017    38.6100    97.0192
20850469.0 / 36546980
   6     0.1000     1.6203    54.1300     2.2941    43.2900    96.8057
19522739.0 / 36546980
   7     0.1000     1.4803    57.6800     2.1148    46.0200    96.8854
18320328.0 / 36546980
   8     0.1000     1.3554    60.9680     1.7366    53.5200    97.0980
17244767.0 / 36546980
   9     0.1000     1.2527    63.6980     1.8437    52.3900    96.9865
16287600.0 / 36546980
  10     0.1000     1.1567    65.9760     2.0432    49.8800    96.8658
15444392.0 / 36546980
  11     0.1000     1.0804    68.2680     1.9143    52.5300    96.9806
14706585.0 / 36546980
  12     0.1000     1.0129    69.8960     1.7169    56.4400    96.6921
14061880.0 / 36546980
  13     0.1000     0.9438    71.6900     1.7649    54.4700    96.7346
13504072.0 / 36546980
  14     0.1000     0.8860    73.3960     1.4525    61.7700    96.7863
13020526.0 / 36546980
  15     0.1000     0.8293    74.7600     1.8182    56.5700    96.9472
12602897.0 / 36546980
  16     0.1000     0.7804    75.9960     1.4289    62.1300    96.7649
12235653.0 / 36546980
  17     0.1000     0.7243    77.6880     1.7403    56.6000    96.9323
11916365.0 / 36546980
  18     0.1000     0.6768    79.1660     1.1944    66.7300    96.9451
11634195.0 / 36546980
  19     0.1000     0.6383    80.3800     1.6387    60.5500    96.8170
11388078.0 / 36546980
  20     0.1000     0.5994    81.1880     1.7384    56.1400    96.9194
11163564.0 / 36546980
  21     0.1000     0.5502    82.9040     1.8825    58.5700    96.7528
10967409.0 / 36546980
  22     0.1000     0.5205    83.4920     1.7301    60.6300    96.8809
10789221.0 / 36546980
  23     0.1000     0.4874    84.5460     1.5862    62.7800    96.7309
10624062.0 / 36546980
  24     0.1000     0.4419    85.9540     1.5847    62.8700    97.0850
10474238.0 / 36546980
  25     0.1000     0.4157    86.6600     1.3984    66.2600    96.7337
10336162.0 / 36546980
  26     0.1000     0.3879    87.6260     1.7177    61.0500    96.9262
10209577.0 / 36546980
  27     0.1000     0.3608    88.4020     1.4749    65.4900    96.7635
10092194.0 / 36546980
  28     0.1000     0.3387    89.0620     1.4852    66.2800    96.8572
9972312.0 / 36546980
  29     0.1000     0.3054    90.1100     2.0202    59.0800    96.7729
9865291.0 / 36546980
  30     0.1000     0.2930    90.4880     1.4250    68.0500    96.9666
9758430.0 / 36546980
  31     0.1000     0.2662    91.4240     1.5467    66.7000    96.8754
9658352.0 / 36546980
  32     0.1000     0.2456    92.0740     1.6781    66.2700    96.5915
9563309.0 / 36546980
  33     0.1000     0.2380    92.3680     1.4771    68.3400    96.6232
9467520.0 / 36546980
  34     0.1000     0.2141    93.1460     1.7391    64.9200    96.6938
9379147.0 / 36546980
  35     0.1000     0.2094    93.2340     1.7148    65.4700    96.9024
9278888.0 / 36546980
  36     0.1000     0.1801    94.2560     1.3085    71.0700    96.8915
9186160.0 / 36546980
  37     0.1000     0.1730    94.5420     1.5840    67.9000    97.0290
9095267.0 / 36546980
  38     0.1000     0.1596    94.9180     1.4834    68.7800    97.2759
9002930.0 / 36546980
  39     0.1000     0.1468    95.3980     1.6497    66.4000    97.0142
8915033.0 / 36546980
  40     0.1000     0.1419    95.4360     1.6332    69.0200    96.7683
8829507.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  41     0.1000     0.1366    95.7860     1.5667    69.3800    96.9452
8745284.0 / 36546980
  42     0.1000     0.1251    96.0060     1.5085    69.6000    96.7626
8654534.0 / 36546980
  43     0.1000     0.1121    96.5120     1.7295    67.5300    96.6404
8569650.0 / 36546980
  44     0.1000     0.1097    96.6300     1.5563    69.9800    96.7989
8493563.0 / 36546980
  45     0.1000     0.1108    96.4640     1.6137    68.9800    96.8978
8402225.0 / 36546980
  46     0.1000     0.0938    97.2100     1.6734    69.4400    97.1802
8320473.0 / 36546980
  47     0.1000     0.0930    97.1900     1.7380    67.7900    96.9395
8231907.0 / 36546980
  48     0.1000     0.0816    97.5600     1.6689    69.8000    96.6780
8151770.0 / 36546980
  49     0.1000     0.0831    97.4780     1.4751    71.1300    96.7799
8069306.0 / 36546980
  50     0.1000     0.0769    97.6240     1.7304    68.4200    97.0999
8003937.0 / 36546980
  51     0.1000     0.0858    97.3780     1.8379    67.8400    96.8525
7940908.0 / 36546980
  52     0.1000     0.0847    97.4060     1.6819    69.1100    96.7849
7866746.0 / 36546980
  53     0.1000     0.0717    97.8300     1.8676    67.8700    96.9303
7799039.0 / 36546980
  54     0.1000     0.0729    97.7760     1.7212    68.8400    96.8040
7719730.0 / 36546980
  55     0.1000     0.0614    98.1940     1.5383    71.3500    96.7952
7664705.0 / 36546980
  56     0.1000     0.0740    97.8160     1.6101    69.9600    96.8384
7601792.0 / 36546980
  57     0.1000     0.0662    97.9700     1.5981    69.0500    96.6001
7528691.0 / 36546980
  58     0.1000     0.0590    98.2580     1.4705    72.5900    96.9407
7466543.0 / 36546980
  59     0.1000     0.0606    98.3060     1.5348    71.8800    96.7522
7403270.0 / 36546980
  60     0.1000     0.0572    98.3560     1.6758    71.1900    96.7108
7340106.0 / 36546980
  61     0.1000     0.0552    98.4200     1.9620    67.8100    96.6904
7292496.0 / 36546980
  62     0.1000     0.0633    98.0920     1.5297    71.4400    96.8558
7243682.0 / 36546980
  63     0.1000     0.0622    98.0520     1.5056    71.9400    96.8049
7192347.0 / 36546980
  64     0.1000     0.0591    98.2460     1.7391    69.4200    96.9608
7146071.0 / 36546980
  65     0.1000     0.0583    98.2120     1.6519    70.6100    97.0293
7099093.0 / 36546980
  66     0.1000     0.0565    98.2900     1.6074    71.3000    96.8205
7028338.0 / 36546980
  67     0.1000     0.0417    98.8340     1.6253    71.9600    96.9000
6953960.0 / 36546980
  68     0.1000     0.0352    99.0240     1.7103    70.8800    96.7637
6892333.0 / 36546980
  69     0.1000     0.0418    98.8220     1.8070    68.5600    96.6028
6859298.0 / 36546980
  70     0.1000     0.0568    98.2720     1.5041    72.7600    96.8226
6815815.0 / 36546980
  71     0.1000     0.0505    98.5220     1.6207    72.0900    97.1972
6768087.0 / 36546980
  72     0.1000     0.0463    98.7080     1.5783    71.9800    96.9930
6709350.0 / 36546980
  73     0.1000     0.0386    98.9420     1.6838    71.1400    96.9009
6658334.0 / 36546980
  74     0.1000     0.0412    98.8700     1.6448    70.8400    97.0608
6606830.0 / 36546980
  75     0.1000     0.0387    98.8760     1.6220    72.0700    96.4705
6557733.0 / 36546980
  76     0.1000     0.0393    98.8780     1.6112    71.6900    96.7225
6508037.0 / 36546980
  77     0.1000     0.0375    98.9280     1.9055    68.9200    96.9289
6473055.0 / 36546980
  78     0.1000     0.0429    98.7600     1.6805    70.7500    96.8827
6457989.0 / 36546980
  79     0.1000     0.0588    98.2760     1.7892    68.7500    97.1105
6428808.0 / 36546980
  80     0.1000     0.0465    98.6100     1.6450    70.3700    96.8417
6400854.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  81     0.1000     0.0476    98.5640     1.8244    70.5300    97.0018
6367709.0 / 36546980
  82     0.1000     0.0429    98.7100     1.6787    71.1300    97.0003
6332461.0 / 36546980
  83     0.1000     0.0406    98.7920     1.4925    73.1300    96.8631
6281925.0 / 36546980
  84     0.1000     0.0315    99.1120     1.5909    73.2700    96.9327
6241146.0 / 36546980
  85     0.1000     0.0359    98.9460     1.9569    70.0700    96.8712
6207396.0 / 36546980
  86     0.1000     0.0379    98.8900     1.6388    72.1800    97.0630
6175007.0 / 36546980
  87     0.1000     0.0383    98.8700     1.6388    72.0700    97.1308
6131667.0 / 36546980
  88     0.1000     0.0313    99.1080     1.8343    70.2900    96.7878
6094376.0 / 36546980
  89     0.1000     0.0338    99.0440     1.8289    70.9500    96.8926
6052185.0 / 36546980
  90     0.1000     0.0297    99.1500     1.7051    71.7200    97.1006
6011054.0 / 36546980
  91     0.1000     0.0289    99.1680     1.6680    72.4800    96.9348
5978514.0 / 36546980
  92     0.1000     0.0346    99.0480     1.5637    73.0200    97.0470
5941859.0 / 36546980
  93     0.1000     0.0306    99.1140     1.6718    72.4400    97.1133
5897642.0 / 36546980
  94     0.1000     0.0256    99.3140     1.6738    72.1500    96.9204
5874815.0 / 36546980
  95     0.1000     0.0359    98.9140     1.9334    69.9400    97.2900
5854413.0 / 36546980
  96     0.1000     0.0380    98.8980     1.9994    66.9400    96.9935
5841108.0 / 36546980
  97     0.1000     0.0413    98.8020     1.6020    72.3900    96.7983
5815402.0 / 36546980
  98     0.1000     0.0355    99.0040     1.6048    72.1000    96.9274
5795624.0 / 36546980
  99     0.1000     0.0372    98.8980     1.8217    70.3200    96.8405
5770825.0 / 36546980
 100     0.1000     0.0346    98.9860     1.5138    73.2000    96.7694
5735262.0 / 36546980
 101     0.0988     0.0268    99.2680     1.6744    72.2400    96.9353
5689125.0 / 36546980
 102     0.0975     0.0190    99.4900     1.6294    73.2500    96.7953
5635794.0 / 36546980
 103     0.0963     0.0144    99.6660     1.4734    74.7300    96.8887
5578201.0 / 36546980
 104     0.0950     0.0116    99.7420     1.4328    75.2400    96.8456
5517634.0 / 36546980
 105     0.0938     0.0087    99.8120     1.5090    74.8900    97.0688
5458946.0 / 36546980
 106     0.0926     0.0079    99.8280     1.4773    75.2800    96.7999
5399537.0 / 36546980
 107     0.0913     0.0065    99.8620     1.4796    75.6300    96.9227
5338293.0 / 36546980
 108     0.0901     0.0045    99.9360     1.4441    75.7700    97.2389
5282028.0 / 36546980
 109     0.0889     0.0058    99.8700     1.4409    75.5700    96.8438
5226231.0 / 36546980
 110     0.0876     0.0054    99.8940     1.4116    76.2200    96.7502
5168166.0 / 36546980
 111     0.0864     0.0034    99.9440     1.4397    75.8600    97.0410
5114737.0 / 36546980
 112     0.0852     0.0042    99.9020     1.4354    75.5000    97.2247
5061727.0 / 36546980
 113     0.0839     0.0039    99.9160     1.4743    74.8800    96.9414
5011582.0 / 36546980
 114     0.0827     0.0042    99.9120     1.5065    75.1100    97.1645
4960659.0 / 36546980
 115     0.0814     0.0031    99.9500     1.4230    76.0200    97.0665
4908986.0 / 36546980
 116     0.0802     0.0025    99.9500     1.4448    75.8600    97.1163
4861234.0 / 36546980
 117     0.0790     0.0032    99.9220     1.4388    76.0100    96.8325
4814890.0 / 36546980
 118     0.0777     0.0033    99.9300     1.4286    75.7100    96.8640
4767335.0 / 36546980
 119     0.0765     0.0023    99.9580     1.3997    76.1200    96.9828
4720692.0 / 36546980
 120     0.0753     0.0019    99.9600     1.4279    76.3000    96.9171
4676467.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 121     0.0740     0.0024    99.9520     1.4423    75.9800    97.2551
4633677.0 / 36546980
 122     0.0728     0.0021    99.9580     1.4199    76.3400    96.9541
4590682.0 / 36546980
 123     0.0715     0.0016    99.9740     1.4232    76.0800    97.0076
4548729.0 / 36546980
 124     0.0703     0.0015    99.9720     1.4208    76.1500    97.0757
4508126.0 / 36546980
 125     0.0691     0.0014    99.9760     1.4081    76.5000    97.0390
4468598.0 / 36546980
 126     0.0678     0.0015    99.9660     1.4260    76.5300    97.1239
4430518.0 / 36546980
 127     0.0666     0.0014    99.9680     1.4007    76.5600    97.0570
4393373.0 / 36546980
 128     0.0654     0.0013    99.9720     1.4072    76.5200    96.9842
4357533.0 / 36546980
 129     0.0641     0.0013    99.9780     1.4119    76.6700    96.7986
4323184.0 / 36546980
 130     0.0629     0.0016    99.9580     1.4274    76.6000    96.8274
4289399.0 / 36546980
 131     0.0616     0.0012    99.9760     1.4042    76.6900    96.8396
4255949.0 / 36546980
 132     0.0604     0.0012    99.9740     1.4170    76.6800    96.8749
4223593.0 / 36546980
 133     0.0592     0.0011    99.9740     1.4002    76.7800    97.0199
4192669.0 / 36546980
 134     0.0579     0.0015    99.9660     1.4259    76.4600    97.3074
4162515.0 / 36546980
 135     0.0567     0.0010    99.9760     1.3998    76.6500    97.5994
4133421.0 / 36546980
 136     0.0554     0.0011    99.9720     1.4042    76.9400    98.6806
4105106.0 / 36546980
 137     0.0542     0.0011    99.9760     1.3853    76.9300    97.7298
4077880.0 / 36546980
 138     0.0530     0.0010    99.9740     1.3889    76.9700    97.8340
4051616.0 / 36546980
 139     0.0517     0.0010    99.9740     1.3947    76.9200    97.5895
4026446.0 / 36546980
 140     0.0505     0.0010    99.9760     1.3968    76.8400    97.1475
4002418.0 / 36546980
 141     0.0493     0.0012    99.9640     1.4036    76.4400    98.2193
3978864.0 / 36546980
 142     0.0480     0.0010    99.9720     1.3961    76.6500    98.6989
3955787.0 / 36546980
 143     0.0468     0.0011    99.9680     1.4015    76.8000    97.1812
3934042.0 / 36546980
 144     0.0456     0.0010    99.9700     1.3812    76.8800    97.5144
3912852.0 / 36546980
 145     0.0443     0.0012    99.9680     1.3868    76.7800    96.5289
3892509.0 / 36546980
 146     0.0431     0.0010    99.9680     1.3896    76.7100    97.0482
3872679.0 / 36546980
 147     0.0418     0.0009    99.9740     1.3984    76.9300    97.8991
3853655.0 / 36546980
 148     0.0406     0.0009    99.9760     1.3947    76.9800    98.1338
3835256.0 / 36546980
 149     0.0394     0.0010    99.9660     1.4089    76.6900    97.5272
3818112.0 / 36546980
 150     0.0381     0.0010    99.9680     1.4084    76.6600    97.1160
3801078.0 / 36546980
 151     0.0369     0.0009    99.9720     1.3770    76.8800    97.5369
3784712.0 / 36546980
 152     0.0357     0.0008    99.9720     1.3936    76.8400    98.4080
3769399.0 / 36546980
 153     0.0344     0.0009    99.9700     1.3938    76.7800    97.8933
3754711.0 / 36546980
 154     0.0332     0.0009    99.9720     1.3941    76.7500    98.9648
3740433.0 / 36546980
 155     0.0319     0.0008    99.9700     1.3709    76.7700    97.3128
3726890.0 / 36546980
 156     0.0307     0.0010    99.9620     1.3758    76.8100    97.4503
3714160.0 / 36546980
 157     0.0295     0.0009    99.9720     1.3836    77.0200    97.9249
3702253.0 / 36546980
 158     0.0282     0.0008    99.9780     1.3881    76.8700    98.4439
3690643.0 / 36546980
 159     0.0270     0.0008    99.9800     1.3832    76.9600    98.0648
3679549.0 / 36546980
 160     0.0257     0.0007    99.9820     1.3960    76.9300    97.5061
3669071.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 161     0.0245     0.0007    99.9800     1.3816    77.0100    97.1101
3659095.0 / 36546980
 162     0.0233     0.0007    99.9780     1.3867    76.7600    96.7456
3650049.0 / 36546980
 163     0.0220     0.0008    99.9820     1.3842    76.6400    97.5522
3641531.0 / 36546980
 164     0.0208     0.0008    99.9720     1.3976    76.8000    97.7885
3633658.0 / 36546980
 165     0.0196     0.0008    99.9760     1.3883    76.6500    97.5037
3626317.0 / 36546980
 166     0.0183     0.0007    99.9780     1.3971    76.8300    97.0943
3619575.0 / 36546980
 167     0.0171     0.0008    99.9740     1.3875    76.7800    97.9596
3612978.0 / 36546980
 168     0.0159     0.0007    99.9720     1.3804    76.5500    97.3340
3607170.0 / 36546980
 169     0.0146     0.0007    99.9820     1.3852    76.5600    96.8676
3601802.0 / 36546980
 170     0.0134     0.0007    99.9780     1.3888    76.8600    97.1844
3596865.0 / 36546980
 171     0.0121     0.0007    99.9800     1.4004    76.8700    97.2725
3592460.0 / 36546980
 172     0.0109     0.0008    99.9740     1.3999    76.8500    97.3487
3588401.0 / 36546980
 173     0.0097     0.0007    99.9860     1.3870    76.6500    96.8262
3585069.0 / 36546980
 174     0.0084     0.0007    99.9700     1.3781    76.9100    97.3050
3582162.0 / 36546980
 175     0.0072     0.0007    99.9780     1.3971    76.7500    97.7384
3579821.0 / 36546980
 176     0.0060     0.0007    99.9840     1.3932    76.8400    96.9326
3577822.0 / 36546980
 177     0.0047     0.0007    99.9760     1.3865    76.8800    97.6982
3576359.0 / 36546980
 178     0.0035     0.0006    99.9920     1.3853    76.6300    97.9697
3575407.0 / 36546980
 179     0.0022     0.0006    99.9820     1.3869    76.7300    97.5469
3574928.0 / 36546980
 180     0.0010     0.0007    99.9720     1.3943    76.8700    97.9787
3574424.0 / 36546980
 181     0.0010     0.0007    99.9720     1.3771    76.8100    98.0966
3573914.0 / 36546980
 182     0.0010     0.0006    99.9860     1.3929    76.6300    97.8719
3573438.0 / 36546980
 183     0.0010     0.0007    99.9820     1.3713    76.7100    97.7675
3572979.0 / 36546980
 184     0.0010     0.0007    99.9780     1.3793    76.8600    97.5586
3572511.0 / 36546980
 185     0.0010     0.0007    99.9880     1.4028    76.6300    97.5193
3571989.0 / 36546980
 186     0.0010     0.0007    99.9760     1.3852    76.7900    97.1317
3571482.0 / 36546980
 187     0.0010     0.0007    99.9780     1.3880    76.8900    97.6628
3571004.0 / 36546980
 188     0.0010     0.0006    99.9820     1.3884    76.7000    99.0557
3570499.0 / 36546980
 189     0.0010     0.0007    99.9780     1.3928    76.9300    97.7533
3570013.0 / 36546980
 190     0.0010     0.0007    99.9740     1.3791    76.7700    98.2134
3569535.0 / 36546980
 191     0.0010     0.0007    99.9800     1.4034    76.8500    97.5204
3568979.0 / 36546980
 192     0.0010     0.0007    99.9720     1.3849    76.8200    97.9348
3568530.0 / 36546980
 193     0.0010     0.0007    99.9780     1.3959    76.6700    98.4303
3568045.0 / 36546980
 194     0.0010     0.0007    99.9840     1.3764    76.9200    97.4049
3567546.0 / 36546980
 195     0.0010     0.0006    99.9840     1.3807    76.7500    98.5152
3567063.0 / 36546980
 196     0.0010     0.0007    99.9800     1.3916    76.8400    97.1789
3566576.0 / 36546980
 197     0.0010     0.0007    99.9800     1.3936    76.7900   109.1898
3566090.0 / 36546980
 198     0.0010     0.0007    99.9720     1.3982    76.8000    97.8286
3565637.0 / 36546980
 199     0.0010     0.0007    99.9760     1.3924    76.6800    97.4430
3565145.0 / 36546980
 200     0.0010     0.0007    99.9780     1.3865    76.9300    96.6576
