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Files already downloaded and verified
Resume training from cifar100_save/endpoints/WideResNet28x10_new10/sgd/checkpoint-0.pt
gRDA (
Parameter Group 0
    c: 0.001
    lr: 0.1
    mu: 0.501
)
total epochs: 200
31602121.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
   1     0.1000     3.7209    12.7700     4.3936     9.9200   155.4277
29563191.0 / 36546980
   2     0.1000     2.9562    25.4400     3.6304    18.6200   150.9974
28003673.0 / 36546980
   3     0.1000     2.4446    35.5500     2.9722    28.3200   150.9857
26695956.0 / 36546980
   4     0.1000     2.0766    43.4560     2.9411    33.5200   151.4931
25546698.0 / 36546980
   5     0.1000     1.8109    49.7700     2.4772    39.1500   151.1373
24515231.0 / 36546980
   6     0.1000     1.6105    54.4300     2.4016    42.2400   150.9799
23571315.0 / 36546980
   7     0.1000     1.4652    58.0140     2.0099    48.6300   151.1271
22703873.0 / 36546980
   8     0.1000     1.3426    61.1940     1.7188    53.7600   151.0107
21905082.0 / 36546980
   9     0.1000     1.2330    64.1240     1.9777    50.0500   151.2491
21168093.0 / 36546980
  10     0.1000     1.1385    66.4800     2.0332    49.7900   151.0813
20488740.0 / 36546980
  11     0.1000     1.0555    68.8540     1.9845    50.2100   150.9841
19861422.0 / 36546980
  12     0.1000     0.9905    70.5500     1.9882    53.3100   151.0456
19285291.0 / 36546980
  13     0.1000     0.9212    72.2480     1.7613    55.6200   151.1629
18758550.0 / 36546980
  14     0.1000     0.8587    74.2040     1.3992    61.8700   150.9759
18279206.0 / 36546980
  15     0.1000     0.8023    75.5180     1.6234    58.9000   151.1539
17838707.0 / 36546980
  16     0.1000     0.7499    77.0960     1.4660    62.1500   151.3741
17437838.0 / 36546980
  17     0.1000     0.7005    78.4300     1.7542    55.5300   151.5236
17073128.0 / 36546980
  18     0.1000     0.6456    79.9260     1.3477    64.4200   150.9748
16742286.0 / 36546980
  19     0.1000     0.6176    80.7760     1.3950    64.6400   151.2100
16435670.0 / 36546980
  20     0.1000     0.5707    82.3060     1.6260    59.9000   151.1011
16154818.0 / 36546980
  21     0.1000     0.5252    83.5020     1.6579    61.5200   151.3969
15898033.0 / 36546980
  22     0.1000     0.4947    84.2900     1.5467    63.5300   151.1048
15661903.0 / 36546980
  23     0.1000     0.4585    85.5500     1.6750    61.1300   151.6163
15442707.0 / 36546980
  24     0.1000     0.4198    86.4280     1.6950    61.5800   150.9412
15237353.0 / 36546980
  25     0.1000     0.3889    87.5400     1.3505    67.4200   151.0879
15048896.0 / 36546980
  26     0.1000     0.3619    88.4320     1.4791    64.8000   151.0681
14871448.0 / 36546980
  27     0.1000     0.3356    89.2420     1.4900    65.2800   151.1182
14704617.0 / 36546980
  28     0.1000     0.3130    90.0060     1.4752    65.0700   150.9899
14544199.0 / 36546980
  29     0.1000     0.2875    90.6980     1.6414    64.4600   151.1759
14395518.0 / 36546980
  30     0.1000     0.2705    91.3280     1.4274    67.6800   151.1438
14251739.0 / 36546980
  31     0.1000     0.2492    92.0040     1.7689    64.9600   151.0697
14106600.0 / 36546980
  32     0.1000     0.2214    93.0240     1.4344    68.3400   151.0231
13971844.0 / 36546980
  33     0.1000     0.2064    93.4700     1.8427    64.3500   151.1262
13839876.0 / 36546980
  34     0.1000     0.1896    93.9440     1.7557    65.5000   151.0544
13719271.0 / 36546980
  35     0.1000     0.1888    93.9080     1.5124    68.7200   151.2275
13588034.0 / 36546980
  36     0.1000     0.1604    95.0280     1.3898    70.2700   150.9789
13462609.0 / 36546980
  37     0.1000     0.1497    95.3940     1.6283    67.4100   151.1792
13339685.0 / 36546980
  38     0.1000     0.1390    95.7300     1.6722    66.9200   151.0859
13219580.0 / 36546980
  39     0.1000     0.1297    95.9220     1.8630    65.3000   151.2707
13113697.0 / 36546980
  40     0.1000     0.1341    95.7400     1.5667    69.5300   150.9623
13006471.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  41     0.1000     0.1231    96.1280     1.6646    66.6900   151.1846
12887192.0 / 36546980
  42     0.1000     0.1024    96.8140     1.5772    68.8400   151.0282
12780791.0 / 36546980
  43     0.1000     0.1068    96.6000     1.4901    70.2000   150.9559
12668994.0 / 36546980
  44     0.1000     0.0916    97.2300     1.5534    70.3100   151.1360
12551989.0 / 36546980
  45     0.1000     0.0794    97.6120     2.0259    66.1500   151.0626
12452308.0 / 36546980
  46     0.1000     0.0936    97.1020     1.9946    66.0300   151.1053
12355037.0 / 36546980
  47     0.1000     0.0880    97.3520     1.5613    69.7400   151.1925
12250208.0 / 36546980
  48     0.1000     0.0748    97.8560     2.0168    67.5800   151.0479
12150815.0 / 36546980
  49     0.1000     0.0740    97.8100     1.5074    71.3200   151.1688
12051461.0 / 36546980
  50     0.1000     0.0684    97.9360     1.6410    70.6200   151.1139
11942240.0 / 36546980
  51     0.1000     0.0545    98.4240     1.5973    70.4100   151.0697
11846146.0 / 36546980
  52     0.1000     0.0610    98.2080     1.6244    70.2000   151.0687
11750068.0 / 36546980
  53     0.1000     0.0603    98.2340     1.5552    71.1200   151.0694
11659433.0 / 36546980
  54     0.1000     0.0616    98.1860     1.5380    70.9900   151.1388
11575154.0 / 36546980
  55     0.1000     0.0638    97.9920     1.7545    70.2700   150.9896
11490587.0 / 36546980
  56     0.1000     0.0589    98.3480     1.6579    70.2800   151.2728
11405344.0 / 36546980
  57     0.1000     0.0553    98.3920     1.5113    72.3100   151.1232
11325079.0 / 36546980
  58     0.1000     0.0538    98.3980     1.5554    71.6500   151.0152
11261157.0 / 36546980
  59     0.1000     0.0665    97.9460     1.7522    69.6900   151.0542
11186827.0 / 36546980
  60     0.1000     0.0565    98.3060     1.5791    71.8200   151.0395
11096241.0 / 36546980
  61     0.1000     0.0414    98.8580     1.4855    72.9900   151.1652
11001911.0 / 36546980
  62     0.1000     0.0330    99.0980     1.5279    71.5800   151.1216
10922030.0 / 36546980
  63     0.1000     0.0425    98.7280     1.6254    71.3400   151.1115
10857499.0 / 36546980
  64     0.1000     0.0517    98.5300     1.5908    72.1600   151.1103
10782156.0 / 36546980
  65     0.1000     0.0426    98.7880     1.6897    71.2800   151.2714
10700937.0 / 36546980
  66     0.1000     0.0367    98.9900     1.5683    72.3800   150.9964
10618121.0 / 36546980
  67     0.1000     0.0330    99.0700     2.2327    66.8700   151.0322
10539829.0 / 36546980
  68     0.1000     0.0338    99.1020     1.7423    70.3100   151.0438
10474880.0 / 36546980
  69     0.1000     0.0399    98.8420     1.7919    70.4700   151.1891
10408228.0 / 36546980
  70     0.1000     0.0390    98.8320     1.5459    72.3100   151.4012
10350269.0 / 36546980
  71     0.1000     0.0435    98.7220     1.7478    70.9400   151.5286
10277240.0 / 36546980
  72     0.1000     0.0310    99.1480     1.7754    70.4200   151.2166
10210247.0 / 36546980
  73     0.1000     0.0337    99.0880     1.7051    70.0000   151.1870
10160020.0 / 36546980
  74     0.1000     0.0428    98.7100     1.5967    71.3400   151.1051
10092255.0 / 36546980
  75     0.1000     0.0309    99.1240     1.5214    73.0500   150.9675
10024599.0 / 36546980
  76     0.1000     0.0288    99.1660     1.8703    71.2800   151.1530
9969236.0 / 36546980
  77     0.1000     0.0370    98.9520     1.5289    73.2300   150.9978
9892500.0 / 36546980
  78     0.1000     0.0209    99.4600     1.5904    73.0400   151.0600
9818810.0 / 36546980
  79     0.1000     0.0223    99.4160     1.5809    73.7300   151.1062
9750369.0 / 36546980
  80     0.1000     0.0241    99.3320     1.5246    72.9400   150.8997
9688551.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
  81     0.1000     0.0259    99.2820     1.6559    72.2300   150.8052
9649002.0 / 36546980
  82     0.1000     0.0388    98.8600     1.7925    70.5900   151.0210
9615519.0 / 36546980
  83     0.1000     0.0426    98.7040     1.5530    72.2800   151.3989
9583305.0 / 36546980
  84     0.1000     0.0429    98.6860     1.5264    73.5900   150.9928
9542514.0 / 36546980
  85     0.1000     0.0370    98.9540     1.6100    71.8800   151.2405
9512947.0 / 36546980
  86     0.1000     0.0438    98.7240     1.7477    70.3200   151.0702
9478897.0 / 36546980
  87     0.1000     0.0391    98.8020     1.6050    71.5900   151.0286
9429882.0 / 36546980
  88     0.1000     0.0294    99.1520     1.5512    73.2400   151.1043
9370734.0 / 36546980
  89     0.1000     0.0216    99.4060     1.5973    72.5600   151.4482
9309728.0 / 36546980
  90     0.1000     0.0206    99.4720     1.6387    71.5100   151.0505
9243247.0 / 36546980
  91     0.1000     0.0161    99.6220     1.5034    74.1100   150.9935
9183361.0 / 36546980
  92     0.1000     0.0188    99.4840     1.6640    72.8300   151.2565
9145974.0 / 36546980
  93     0.1000     0.0305    99.0520     1.6043    72.5800   151.1129
9109178.0 / 36546980
  94     0.1000     0.0315    99.0820     1.6095    72.5100   150.9885
9060744.0 / 36546980
  95     0.1000     0.0245    99.3080     1.6194    72.8000   151.4128
9005194.0 / 36546980
  96     0.1000     0.0180    99.4880     1.8820    69.9000   151.1031
8952720.0 / 36546980
  97     0.1000     0.0197    99.4560     1.5321    73.9900   151.1598
8895188.0 / 36546980
  98     0.1000     0.0160    99.5800     1.5486    73.7600   150.9023
8852578.0 / 36546980
  99     0.1000     0.0227    99.3520     1.6956    71.7600   150.8488
8829680.0 / 36546980
 100     0.1000     0.0333    98.9660     1.8232    71.5900   151.5232
8802435.0 / 36546980
 101     0.0988     0.0318    99.1220     1.6627    72.2800   151.1988
8757691.0 / 36546980
 102     0.0975     0.0218    99.3700     1.4472    74.7900   151.1111
8700158.0 / 36546980
 103     0.0963     0.0129    99.6640     1.4645    74.9200   151.0186
8638415.0 / 36546980
 104     0.0950     0.0097    99.7860     1.4856    75.4200   151.0877
8575564.0 / 36546980
 105     0.0938     0.0085    99.7980     1.4578    75.3700   151.1544
8512099.0 / 36546980
 106     0.0926     0.0065    99.8620     1.4788    75.8500   150.9576
8446917.0 / 36546980
 107     0.0913     0.0045    99.9140     1.4579    75.8200   151.0284
8380760.0 / 36546980
 108     0.0901     0.0033    99.9400     1.4231    75.7900   151.1366
8315865.0 / 36546980
 109     0.0889     0.0036    99.9360     1.4572    76.1700   150.9771
8253210.0 / 36546980
 110     0.0876     0.0036    99.9280     1.4390    76.2400   151.2966
8190524.0 / 36546980
 111     0.0864     0.0026    99.9540     1.4393    76.2200   150.9160
8128009.0 / 36546980
 112     0.0852     0.0021    99.9600     1.4255    76.5100   151.1858
8067977.0 / 36546980
 113     0.0839     0.0021    99.9520     1.4141    76.5500   151.0575
8009367.0 / 36546980
 114     0.0827     0.0021    99.9600     1.4246    76.2600   151.1559
7951885.0 / 36546980
 115     0.0814     0.0019    99.9640     1.4128    76.4400   151.1423
7895574.0 / 36546980
 116     0.0802     0.0020    99.9560     1.4214    76.4900   151.0382
7840868.0 / 36546980
 117     0.0790     0.0018    99.9500     1.4369    76.1400   151.0866
7787588.0 / 36546980
 118     0.0777     0.0018    99.9480     1.4184    76.3400   151.0199
7734773.0 / 36546980
 119     0.0765     0.0014    99.9640     1.3917    76.6200   150.9448
7683181.0 / 36546980
 120     0.0753     0.0012    99.9720     1.4058    76.8500   150.9689
7632960.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 121     0.0740     0.0013    99.9660     1.4225    76.3100   151.0975
7584025.0 / 36546980
 122     0.0728     0.0012    99.9680     1.4079    76.6900   151.0700
7535841.0 / 36546980
 123     0.0715     0.0010    99.9780     1.4222    76.6800   151.0384
7488973.0 / 36546980
 124     0.0703     0.0010    99.9800     1.4041    76.4800   151.0309
7443326.0 / 36546980
 125     0.0691     0.0009    99.9780     1.4073    76.7400   151.2089
7398755.0 / 36546980
 126     0.0678     0.0009    99.9800     1.4151    76.7800   151.0394
7356189.0 / 36546980
 127     0.0666     0.0011    99.9680     1.4099    76.5800   151.3305
7313996.0 / 36546980
 128     0.0654     0.0009    99.9800     1.4015    76.7400   151.2539
7272945.0 / 36546980
 129     0.0641     0.0009    99.9740     1.3989    76.7600   151.1236
7232691.0 / 36546980
 130     0.0629     0.0009    99.9720     1.4087    76.8100   151.1064
7193984.0 / 36546980
 131     0.0616     0.0008    99.9780     1.3929    76.8400   150.9611
7156592.0 / 36546980
 132     0.0604     0.0010    99.9700     1.4075    76.6800   151.2869
7120489.0 / 36546980
 133     0.0592     0.0009    99.9720     1.4018    76.9300   151.0738
7085112.0 / 36546980
 134     0.0579     0.0009    99.9740     1.4140    77.0900   151.2674
7050358.0 / 36546980
 135     0.0567     0.0008    99.9740     1.3993    76.9800   151.1004
7016897.0 / 36546980
 136     0.0554     0.0008    99.9760     1.4025    77.1200   151.1001
6984225.0 / 36546980
 137     0.0542     0.0008    99.9760     1.4005    77.0400   150.9347
6952620.0 / 36546980
 138     0.0530     0.0008    99.9780     1.3901    77.0600   150.8803
6922207.0 / 36546980
 139     0.0517     0.0007    99.9820     1.4038    77.0900   151.0146
6892945.0 / 36546980
 140     0.0505     0.0007    99.9780     1.3962    77.0700   150.9629
6864345.0 / 36546980
 141     0.0493     0.0007    99.9800     1.4068    77.1000   151.1536
6836590.0 / 36546980
 142     0.0480     0.0007    99.9820     1.4039    77.1300   151.0364
6809364.0 / 36546980
 143     0.0468     0.0007    99.9720     1.3900    77.1000   151.0562
6783336.0 / 36546980
 144     0.0456     0.0007    99.9780     1.3916    77.1500   151.0398
6758292.0 / 36546980
 145     0.0443     0.0009    99.9740     1.4082    76.9800   151.4713
6733592.0 / 36546980
 146     0.0431     0.0007    99.9700     1.3961    77.1700   151.0434
6709974.0 / 36546980
 147     0.0418     0.0008    99.9720     1.4002    77.0700   151.8805
6687168.0 / 36546980
 148     0.0406     0.0007    99.9780     1.3939    76.8700   151.0538
6665562.0 / 36546980
 149     0.0394     0.0008    99.9760     1.4042    76.8100   151.0069
6644705.0 / 36546980
 150     0.0381     0.0007    99.9680     1.4030    76.9300   151.0282
6624455.0 / 36546980
 151     0.0369     0.0007    99.9740     1.3898    77.1100   151.1004
6605109.0 / 36546980
 152     0.0357     0.0007    99.9780     1.3958    77.0900   151.0562
6587009.0 / 36546980
 153     0.0344     0.0008    99.9700     1.4082    76.8500   150.9776
6569031.0 / 36546980
 154     0.0332     0.0007    99.9760     1.4004    76.9500   151.1403
6551799.0 / 36546980
 155     0.0319     0.0006    99.9740     1.3881    77.1500   151.0619
6535369.0 / 36546980
 156     0.0307     0.0006    99.9720     1.3880    77.1500   151.1160
6519987.0 / 36546980
 157     0.0295     0.0007    99.9720     1.3983    76.8400   151.1738
6504966.0 / 36546980
 158     0.0282     0.0007    99.9760     1.3923    77.0800   151.2843
6490781.0 / 36546980
 159     0.0270     0.0006    99.9760     1.3876    77.1000   151.1700
6477106.0 / 36546980
 160     0.0257     0.0006    99.9800     1.3982    77.1200   151.0228
6464469.0 / 36546980
----  ---------  ---------  ---------  ---------  ---------  ---------
  ep         lr    tr_loss     tr_acc     te_nll     te_acc       time
----  ---------  ---------  ---------  ---------  ---------  ---------
 161     0.0245     0.0006    99.9760     1.3905    77.0400   151.0023
6452470.0 / 36546980
 162     0.0233     0.0006    99.9780     1.3936    77.0800   151.1023
6441132.0 / 36546980
 163     0.0220     0.0006    99.9800     1.3824    76.9800   150.8847
6430560.0 / 36546980
 164     0.0208     0.0006    99.9820     1.3923    77.0700   150.9512
6420557.0 / 36546980
 165     0.0196     0.0006    99.9760     1.3821    77.1600   150.9291
6411123.0 / 36546980
 166     0.0183     0.0006    99.9780     1.3898    77.0400   151.1419
6402685.0 / 36546980
 167     0.0171     0.0006    99.9720     1.3875    76.8900   151.1097
6394708.0 / 36546980
 168     0.0159     0.0006    99.9740     1.3824    77.0700   151.1346
6387405.0 / 36546980
 169     0.0146     0.0006    99.9800     1.3740    76.9500   150.9151
6380659.0 / 36546980
 170     0.0134     0.0006    99.9800     1.3845    76.9100   151.1877
6374452.0 / 36546980
 171     0.0121     0.0006    99.9860     1.3989    77.0500   151.0538
6369260.0 / 36546980
 172     0.0109     0.0006    99.9720     1.3937    77.0800   151.1286
6364590.0 / 36546980
 173     0.0097     0.0006    99.9840     1.3863    77.0900   151.0627
6360291.0 / 36546980
 174     0.0084     0.0006    99.9800     1.3833    77.0200   150.9888
6357030.0 / 36546980
 175     0.0072     0.0006    99.9740     1.3967    76.9800   151.0722
6354157.0 / 36546980
 176     0.0060     0.0006    99.9780     1.3869    76.9800   151.1012
6351824.0 / 36546980
 177     0.0047     0.0005    99.9820     1.3862    77.0300   150.9651
6349919.0 / 36546980
 178     0.0035     0.0005    99.9900     1.3899    76.9200   150.9244
6348974.0 / 36546980
 179     0.0022     0.0005    99.9860     1.3878    77.0500   151.1911
6348460.0 / 36546980
 180     0.0010     0.0006    99.9760     1.3929    77.1000   151.1047
6347984.0 / 36546980
 181     0.0010     0.0006    99.9760     1.3828    76.9700   151.4033
6347502.0 / 36546980
 182     0.0010     0.0005    99.9800     1.3892    77.2000   151.0928
6347029.0 / 36546980
 183     0.0010     0.0006    99.9780     1.3730    77.1500   151.0686
6346546.0 / 36546980
 184     0.0010     0.0006    99.9800     1.3808    76.8300   150.9921
6346085.0 / 36546980
 185     0.0010     0.0005    99.9860     1.3924    76.7900   151.3303
6345566.0 / 36546980
 186     0.0010     0.0006    99.9780     1.3862    77.1400   150.9681
6345073.0 / 36546980
 187     0.0010     0.0006    99.9800     1.3827    77.0400   151.0886
6344614.0 / 36546980
 188     0.0010     0.0005    99.9860     1.3894    77.2300   150.9703
6344124.0 / 36546980
 189     0.0010     0.0006    99.9780     1.3894    76.8800   151.2291
6343622.0 / 36546980
 190     0.0010     0.0006    99.9740     1.3851    77.0500   150.9756
6343154.0 / 36546980
 191     0.0010     0.0005    99.9840     1.4014    77.0300   151.1427
6342673.0 / 36546980
 192     0.0010     0.0006    99.9780     1.3736    77.1200   151.1299
6342177.0 / 36546980
 193     0.0010     0.0005    99.9820     1.3887    77.0700   150.9967
6341708.0 / 36546980
 194     0.0010     0.0006    99.9800     1.3803    77.1100   151.3056
6341199.0 / 36546980
 195     0.0010     0.0005    99.9820     1.3879    76.7600   151.0408
6340750.0 / 36546980
 196     0.0010     0.0005    99.9820     1.3993    77.0500   151.2467
6340247.0 / 36546980
 197     0.0010     0.0005    99.9800     1.3883    77.0900   151.0299
6339778.0 / 36546980
 198     0.0010     0.0006    99.9740     1.3914    76.8700   150.9072
6339303.0 / 36546980
 199     0.0010     0.0006    99.9820     1.3947    77.1300   151.1162
6338860.0 / 36546980
 200     0.0010     0.0006    99.9820     1.3816    77.1200   150.9982
