#netType width depth dataset num_epochs lr_sche  seed lr   weight_decay  warmup_epochs   fix_fingers  remove_fist  remove_last metric     temp_balance_lr       batchnorm  lr_min_ratio lr_slope xmin-pos  sg  stage-epoch lr-min-ratio-stage2  
resnet       1    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar10    200      cosine     43    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar10    200      cosine     13    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar10    200      cosine     71    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar10    200      cosine     37    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar10    200      cosine     51    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     43    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     13    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar10    200      cosine     71    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     37    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     51    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   svhn    200      cosine   43  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   svhn    200      cosine   13  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0  
resnet       1    18   svhn    200      cosine   71  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   svhn    200      cosine   37  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   svhn    200      cosine   51  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   svhn    200      cosine   43  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   svhn    200      cosine   13  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   svhn    200      cosine   71  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   svhn    200      cosine   37  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   svhn    200      cosine   51  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.001       0            1.0  
resnet       1    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.001       0            1.0
resnet       1    34   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.005       0            1.0
resnet       1    34   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.005       0            1.0  
resnet       1    34   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.005       0            1.0
resnet       1    34   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.005       0            1.0
resnet       1    34   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.6        0.8          2     0.005       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   43  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.6        0.8          2        0.005       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   13  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.6        0.8          2        0.005       0            1.0  
vgg_cifar    1    16   cifar100    200   cosine   71  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.6        0.8          2        0.005       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   37  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.6        0.8          2        0.005       0            1.0
vgg_cifar    1    16   cifar100    200   cosine   51  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.6        0.8          2        0.005       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   43  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.5        1.0          2           0.01       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   13  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.5        1.0          2           0.01       0            1.0  
vgg_cifar    1    19   cifar100    200   cosine   71  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.5        1.0          2           0.01       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   37  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.5        1.0          2           0.01       0            1.0
vgg_cifar    1    19   cifar100    200   cosine   51  0.05    0.0005            0            xmin_mid       True         True     alpha       tb_linear_map           True          0.5        1.0          2           0.01       0            1.0
resnet       1    18   cifar10    200      cosine     43    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar10    200      cosine     13    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2     0.001       0            1.0  
resnet       1    18   cifar10    200      cosine     71    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar10    200      cosine     37    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2     0.001       0            1.0
resnet       1    18   cifar10    200      cosine     51    0.1     0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2     0.001       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     43    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2       0.005       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     13    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2       0.005       0            1.0  
vgg_cifar    1    16   cifar10    200      cosine     71    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2       0.005       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     37    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2       0.005       0            1.0
vgg_cifar    1    16   cifar10    200      cosine     51    0.05    0.0005        0         xmin_mid       True         True     alpha       tb_linear_map         True          0.6        0.8          2       0.005       0            1.0
resnet       1    18   svhn    200      cosine   43  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2       0.01      0            1.0
resnet       1    18   svhn    200      cosine   13  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2       0.01      0            1.0  
resnet       1    18   svhn    200      cosine   71  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2       0.01      0            1.0
resnet       1    18   svhn    200      cosine   37  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2       0.01      0            1.0
resnet       1    18   svhn    200      cosine   51  0.1       0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2       0.01      0            1.0
vgg_cifar    1    16   svhn    200      cosine   43  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2     0.005       0            1.0
vgg_cifar    1    16   svhn    200      cosine   13  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2     0.005       0            1.0  
vgg_cifar    1    16   svhn    200      cosine   71  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2     0.005       0            1.0
vgg_cifar    1    16   svhn    200      cosine   37  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2     0.005       0            1.0
vgg_cifar    1    16   svhn    200      cosine   51  0.05      0.0005            0          xmin_mid       True         True     alpha       tb_linear_map         True       0.6           0.8              2     0.005       0            1.0




resnet       1    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   43  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   13  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   71  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   37  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   51  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   43  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   13  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   71  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   37  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    18   cifar100    200      cosine   51  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   43  0.1     0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   13  0.1     0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   71  0.1     0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   37  0.1     0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   51  0.1     0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   43  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   13  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   71  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   37  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   51  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   43  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   13  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   71  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   37  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP
resnet       1    34   cifar100    200      cosine   51  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0         1.0     SGDP



resnet       1    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   43  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   13  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine   71  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   37  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   51  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   43  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   13  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine   71  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   37  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   51  0.05    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   43  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   13  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine   71  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   37  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine   51  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   43  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   13  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine   71  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   37  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine   51  0.15    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      43  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      13  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200   cosine      71  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      37  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      51  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      43  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      13  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200   cosine      71  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      37  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      51  0.025    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200   cosine      71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200   cosine      71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      43  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      13  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200   cosine      71  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      37  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200   cosine      51  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      43  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      13  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200   cosine      71  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      37  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200   cosine      51  0.1    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0





resnet       1.5    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1.5    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    34   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    34   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1.5    34   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    34   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1.5    34   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    18   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    18   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       0.5    18   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    18   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    18   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    34   cifar100    200      cosine   43  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    34   cifar100    200      cosine   13  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       0.5    34   cifar100    200      cosine   71  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    34   cifar100    200      cosine   37  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       0.5    34   cifar100    200      cosine   51  0.1    0.0005            0          xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    16   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    16   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1.5    16   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    16   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    16   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    19   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    19   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1.5    19   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    19   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1.5    19   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    16   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    16   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    0.5    16   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    16   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    16   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    19   cifar100    200   cosine   43  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    19   cifar100    200   cosine   13  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    0.5    19   cifar100    200   cosine   71  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    19   cifar100    200   cosine   37  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    0.5    19   cifar100    200   cosine   51  0.05    0.0005            0         xmin_mid       True         True     alpha       tb_linear_map           True       0.5        1.0          2     0       0            1.0




resnet       1    18   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       43  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.1    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.05    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.025    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       43  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.05    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.025    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       43  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.15    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True     spectral_norm       tb_linear_map           True       0.5        1.0          2     0       0            1.0
resnet       1    18   cifar100    200      cosine       43  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       13  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    18   cifar100    200      cosine       71  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       37  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    18   cifar100    200      cosine       51  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       43  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       13  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
resnet       1    34   cifar100    200      cosine       71  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       37  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
resnet       1    34   cifar100    200      cosine       51  0.15    0.0005            0           xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    16   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    16   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       43  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       13  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0  
vgg_cifar    1    19   cifar100    200      cosine       71  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       37  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0
vgg_cifar    1    19   cifar100    200      cosine       51  0.1    0.0005            0          xmin_mid       True         True        alphahat       tb_linear_map           True       0.5        1.0            2     0       0            1.0