| 1st |
trainable=True |
trainable=True |
trainable=True |
trainable=True |
trainable=True |
trainable=True |
block type=xception |
block type=xception |
learning rate=0.0001 |
learning rate=0.01 |
block type=xception |
num blocks=1 |
block type=xception |
block type=xception |
num blocks=3 |
block type=xception |
trainable=True |
| 2nd |
imagenet size=True |
block type=xception |
block type=xception |
imagenet size=True |
imagenet size=True |
learning rate=0.01 |
trainable=True |
trainable=True |
trainable=True |
trainable=True |
filters 1 0=256 |
num layers=2 |
separable=False |
learning rate=0.01 |
block type=xception |
optimizer=adam weight decay |
imagenet size=True |
| 3rd |
block type=xception |
imagenet size=True |
imagenet size=True |
block type=xception |
block type=xception |
imagenet size=True |
imagenet size=True |
imagenet size=True |
learning rate=0.001 |
learning rate=0.1 |
optimizer=adam weight decay |
optimizer=sgd |
optimizer=adam weight decay |
learning rate=0.001 |
num layers=2 |
end learning rate=1e=5 |
pretrained=True |
| 4th |
optimizer=adam weight decay |
version=b7 |
double step=True |
momentum=0.1 |
momentum=0.1 |
block type=xception |
augment=False |
optimizer=adam weight decay |
block type=xception |
learning rate=0.001 |
end learning rate=1e=5 |
block type=xception |
end learning rate=1e=5 |
optimizer=sgd |
separable=True |
optimizer=nadam |
optimizer=adam weight decay |
| 5th |
optimizer=nadam |
optimizer=adam weight decay |
dropout=0.5 |
momentum=0.5 |
momentum=0.5 |
optimizer=adam |
vertical flip=False |
dropout=0.5 |
learning rate=2e=05 |
optimizer=adam weight decay |
optimizer=nadam |
momentum=0.1 |
dropout=0.5 |
momentum=0.1 |
reduction type=global max |
learning rate=0.01 |
dropout=0.5 |
| 6th |
end learning rate=1e=5 |
end learning rate=1e=5 |
triple step=True |
learning rate=0.0001 |
learning rate=0.001 |
optimizer=adam weight decay |
pretrained=False |
end learning rate=1e=5 |
learning rate=1e=05 |
end learning rate=1e=5 |
learning rate=0.001 |
separable=True |
optimizer=nadam |
momentum=0.5 |
reduction type=global avg |
learning rate=0.1 |
end learning rate=1e=5 |
| 7th |
trainable=False |
optimizer=nadam |
version=b7 |
momentum=0.9 |
momentum=0.9 |
end learning rate=1e=5 |
rotation factor=0.0 |
learning rate=0.1 |
learning rate=0.01 |
optimizer=nadam |
max pooling=True |
learning rate=0.1 |
block type=resnet |
learning rate=0.0001 |
max pooling=True |
optimizer=adam |
learning rate=0.0001 |
| 8th |
double step=True |
double step=True |
pretrained=False |
momentum=0.99 |
momentum=0.99 |
dropout=0.5 |
translation factor=0.0 |
optimizer=nadam |
optimizer=sgd |
block type=xception |
block type=resnet |
momentum=0.5 |
reduction type=global max |
num layers=1 |
block type=resnet |
block type=resnet |
reduction type=global max |
| 9th |
triple step=True |
triple step=True |
block type=resnet |
optimizer=sgd |
optimizer=sgd |
optimizer=nadam |
horizontal flip=True |
pretrained=False |
momentum=0.1 |
optimizer=adam |
dropout=0.5 |
momentum=0.9 |
learning rate=0.001 |
learning rate=2e=05 |
normalize=True |
learning rate=0.001 |
double step=True |
| 10th |
pretrained=True |
dropout=0.5 |
reduction type=global max |
learning rate=0.001 |
optimizer=adam weight decay |
momentum=0.99 |
zoom factor=0.1 |
learning rate=0.01 |
momentum=0.5 |
learning rate=0.0001 |
vertical flip=False |
momentum=0.99 |
augment=False |
num blocks=2 |
normalize=False |
separable=False |
reduction type=global avg |
| 11th |
block type=resnet |
learning rate=0.001 |
reduction type=global avg |
block type=resnet |
end learning rate=1e=5 |
learning rate=0.001 |
normalize=True |
reduction type=global max |
trainable=False |
momentum=0.99 |
filters 2 0=512 |
augment=False |
vertical flip=False |
momentum=0.9 |
kernel size=5 |
learning rate=0.0001 |
optimizer=adam |
| 12th |
dropout=0.5 |
block type=resnet |
version=b4 |
optimizer=adam weight decay |
optimizer=nadam |
block type=resnet |
contrast factor=0.0 |
reduction type=global avg |
dropout=0.5 |
imagenet size=True |
filters 2 0=256 |
block type=resnet |
num layers=1 |
learning rate=1e=05 |
kernel size=3 |
reduction type=global max |
triple step=True |
| 13th |
version=b2 |
learning rate=0.0001 |
dropout=0.25 |
end learning rate=1e=5 |
learning rate=0.0001 |
momentum=0.9 |
reduction type=global max |
augment=False |
momentum=0.9 |
momentum=0.9 |
separable=False |
vertical flip=False |
filters 1 0=512 |
momentum=0.99 |
kernel size=7 |
augment=contrast factor=0.1 |
dropout=0.25 |
| 14th |
learning rate=0.1 |
optimizer=adam |
rotation factor=0.0 |
optimizer=nadam |
block type=resnet |
learning rate=0.1 |
reduction type=global avg |
dropout=0.25 |
momentum=0.99 |
learning rate=2e=05 |
rotation factor=0.0 |
kernel size=5 |
filters 1 1=512 |
separable=False |
num blocks=2 |
filters 1 1=64 |
block type=efficient |
| 15th |
version=b4 |
pretrained=False |
translation factor=0.1 |
version=b1 |
learning rate=2e=05 |
version=b0 |
contrast factor=0.1 |
normalize=True |
optimizer=adam weight decay |
pretrained=False |
filters 2 0=128 |
reduction type=global max |
filters 2 0=512 |
filters 2 1=512 |
filters 0 0=16 |
contrast factor=0.1 |
imagenet size=False |
| 16th |
version=b1 |
dropout=0.25 |
augment=False |
version=b0 |
learning rate=0.01 |
reduction type=global max |
reduction type=flatten |
momentum=0.99 |
augment=translation factor=0.0 |
dropout=0.5 |
filters 0 0=512 |
dropout=0.5 |
num blocks=2 |
augment=rotation factor=0.0 |
filters 0 0=128 |
kernel size=5 |
block type=resnet |
| 17th |
imagenet size=False |
version=b0 |
horizontal flip=False |
dropout=0.5 |
learning rate=1e=05 |
learning rate=1e=05 |
normalize=False |
momentum=0.9 |
translation factor=0.0 |
dropout=0.25 |
filters 0 1=128 |
max pooling=False |
rotation factor=0.0 |
rotation factor=0.0 |
filters 0 0=32 |
num layers=1 |
optimizer=nadam |
| 18th |
version=b3 |
freeze=all |
zoom factor=0.0 |
learning rate=0.01 |
version=b6 |
dropout=0.25 |
zoom factor=0.0 |
optimizer=adam |
augment=vertical flip=True |
reduction type=global max |
zoom factor=0.1 |
rotation factor=0.0 |
activation=tanh |
filters 1 1=32 |
filters 0 0=64 |
rotation factor=0.1 |
freeze=all |
| 19th |
normalize=True |
freeze=no |
freeze=all |
normalize=False |
reduction type=global max |
version=b2 |
horizontal flip=False |
dropout=0.0 |
vertical flip=True |
normalize=True |
kernel size=5 |
initial=lecun uniform |
learning rate=0.01 |
filters 2 1=64 |
filters 0 0=256 |
dropout=0.5 |
learning rate=0.001 |
| 20th |
freeze=bn |
freeze=bn |
freeze=bn |
reduction type=global max |
dropout=0.5 |
normalize=False |
augment=vertical flip=False |
normalize=False |
end learning rate=1e=5 |
reduction type=global avg |
activation=selu |
activation=tanh |
initial=he uniform |
augment=horizontal flip=False |
filters 0 0=512 |
kernel size=3 |
pretrained=False |
| 21st |
freeze=all |
reduction type=global max |
normalize=False |
learning rate=2e=05 |
version=b3 |
learning rate=2e=05 |
translation factor=0.1 |
augment=translation factor=0.1 |
optimizer=nadam |
normalize=False |
initial=he uniform |
dropout=0.25 |
filters 0 0=512 |
horizontal flip=False |
filters 0 1=16 |
filters 1 0=32 |
freeze=bn |
| 22nd |
freeze=no |
version=b1 |
vertical flip=True |
version=b6 |
version=b2 |
version=b6 |
rotation factor=0.1 |
augment=horizontal flip=False |
augment=contrast factor=0.1 |
dropout=0.0 |
reduction type=global max |
translation factor=0.0 |
activation=selu |
num blocks=1 |
filters 0 1=512 |
filters 0 0=32 |
freeze=no |
| 23rd |
reduction type=global max |
normalize=True |
freeze=no |
version=b2 |
version=b5 |
version=b3 |
augment=rotation factor=0.0 |
augment=vertical flip=False |
contrast factor=0.1 |
reduction type=flatten |
num layers=2 |
contrast factor=0.1 |
filters 1 0=256 |
block type=resnet |
filters 0 1=32 |
num blocks=2 |
dropout=0.0 |
| 24th |
reduction type=global avg |
normalize=False |
augment=rotation factor=0.0 |
version=b7 |
reduction type=global avg |
version=b4 |
pretrained=True |
augment=rotation factor=0.1 |
pretrained=False |
pretrained=True |
activation=tanh |
filters 0 0=512 |
initial=lecun uniform |
filters 1 1=256 |
filters 0 1=64 |
filters 0 1=16 |
normalize=True |
| 25th |
learning rate=0.01 |
reduction type=global avg |
augment=translation factor=0.1 |
reduction type=global avg |
version=b7 |
version=b1 |
vertical flip=True |
augment=zoom factor=0.1 |
augment=horizontal flip=False |
learning rate=1e=05 |
initial=lecun uniform |
initial=he uniform |
filters 2 1=512 |
optimizer=adam |
filters 0 1=128 |
augment=rotation factor=0.1 |
lr ratio=1.0 |
| 26th |
version=b0 |
reduction type=flatten |
contrast factor=0.1 |
version=b3 |
optimizer=adam |
reduction type=global avg |
augment=zoom factor=0.1 |
augment=contrast factor=0.0 |
horizontal flip=False |
momentum=0.5 |
augment=translation factor=0.0 |
kernel size=3 |
translation factor=0.0 |
kernel size=5 |
filters 0 1=256 |
filters 0 1=512 |
momentum=0.99 |
| 27th |
reduction type=flatten |
learning rate=0.01 |
version=b1 |
normalize=True |
version=b4 |
version=b5 |
augment=translation factor=0.0 |
momentum=0.5 |
reduction type=global max |
imagenet size=False |
augment=horizontal flip=True |
activation=selu |
filters 1 1=256 |
max pooling=True |
filters 1 0=16 |
augment=zoom factor=0.1 |
normalize=False |
| 28th |
lr ratio=1.0 |
dropout=0.0 |
augment=horizontal flip=False |
learning rate=0.1 |
dropout=0.25 |
version=b7 |
augment=horizontal flip=True |
reduction type=flatten |
augment=zoom factor=0.0 |
momentum=0.1 |
augment=vertical flip=False |
normalize=True |
max pooling=False |
filters 1 0=64 |
filters 1 0=512 |
num blocks=3 |
momentum=0.9 |
| 29th |
normalize=False |
version=b3 |
augment=zoom factor=0.0 |
optimizer=adam |
normalize=False |
dropout=0.0 |
augment=vertical flip=True |
momentum=0.1 |
dropout=0.25 |
optimizer=sgd |
augment=rotation factor=0.0 |
horizontal flip=True |
filters 2 1=256 |
filters 0 0=16 |
filters 1 0=32 |
filters 0 0=16 |
epoch ratio=0.2 |
| 30th |
momentum=0.99 |
version=b4 |
version=b3 |
dropout=0.25 |
dropout=0.0 |
normalize=True |
augment=rotation factor=0.1 |
optimizer=sgd |
zoom factor=0.0 |
block type=efficient |
augment=zoom factor=0.1 |
learning rate=0.01 |
filters 1 0=128 |
filters 1 0=16 |
filters 1 0=64 |
reduction type=global avg |
end learning rate=2e=06 |
| 31st |
momentum=0.9 |
lr ratio=1.0 |
contrast factor=0.0 |
version=b5 |
version=b0 |
learning rate=0.0001 |
augment=zoom factor=0.0 |
learning rate=0.001 |
optimizer=adam |
block type=vanilla |
augment=contrast factor=0.1 |
filters 0 1=512 |
kernel size=5 |
normalize=True |
filters 1 0=128 |
contrast factor=0.0 |
weight decay rate=0.01 |
| 32nd |
learning rate=0.001 |
version=b2 |
vertical flip=False |
reduction type=flatten |
normalize=True |
reduction type=flatten |
augment=contrast factor=0.0 |
learning rate=0.0001 |
augment=rotation factor=0.0 |
/ |
normalize=False |
zoom factor=0.1 |
filters 2 0=256 |
filters 1 0=128 |
filters 1 0=256 |
vertical flip=False |
end learning rate=0.0 |
| 33rd |
dropout=0.25 |
version=b6 |
normalize=True |
learning rate=1e=05 |
version=b1 |
imagenet size=False |
augment=contrast factor=0.1 |
pretrained=True |
rotation factor=0.0 |
/ |
filters 0 0=128 |
filters 0 0=128 |
filters 2 1=128 |
filters 1 1=512 |
filters 1 1=16 |
filters 0 0=64 |
weight decay rate=0.1 |
| 34th |
momentum=0.5 |
epoch ratio=0.2 |
version=b2 |
dropout=0.0 |
imagenet size=False |
block type=vanilla |
augment=horizontal flip=False |
block type=vanilla |
normalize=True |
/ |
dropout=0.25 |
optimizer=adam weight decay |
filters 0 0=256 |
optimizer=adam weight decay |
filters 1 1=256 |
augment=zoom factor=0.0 |
weight decay rate=0.001 |
| 35th |
version=b5 |
version=b5 |
lr ratio=1.0 |
version=b4 |
reduction type=flatten |
momentum=0.5 |
augment=translation factor=0.1 |
block type=efficient |
augment=translation factor=0.1 |
/ |
filters 2 0=64 |
optimizer=nadam |
filters 2 0=64 |
reduction type=global max |
filters 1 1=32 |
translation factor=0.0 |
end learning rate=0.0001 |
| 36th |
epoch ratio=0.2 |
end learning rate=2e=06 |
augment=vertical flip=True |
block type=vanilla |
learning rate=0.1 |
momentum=0.1 |
imagenet size=False |
imagenet size=False |
augment=horizontal flip=True |
/ |
augment=horizontal flip=False |
end learning rate=1e=5 |
filters 2 0=128 |
end learning rate=1e=5 |
filters 1 1=64 |
max pooling=True |
epoch ratio=0.3 |
| 37th |
momentum=0.1 |
weight decay rate=0.005 |
reduction type=flatten |
/ |
block type=vanilla |
optimizer=sgd |
block type=efficient |
learning rate=2e=05 |
augment=vertical flip=False |
/ |
augment=translation factor=0.1 |
zoom factor=0.0 |
horizontal flip=False |
optimizer=nadam |
filters 1 1=128 |
augment=translation factor=0.0 |
epoch ratio=0.1 |
| 38th |
optimizer=sgd |
end learning rate=1e=06 |
augment=contrast factor=0.1 |
/ |
/ |
/ |
block type=vanilla |
learning rate=1e=05 |
augment=rotation factor=0.1 |
/ |
kernel size=7 |
filters 0 1=32 |
filters 0 1=512 |
reduction type=global avg |
block type=efficient |
filters 0 1=64 |
weight decay rate=0.05 |
| 39th |
weight decay rate=0.01 |
momentum=0.99 |
zoom factor=0.1 |
/ |
/ |
/ |
/ |
trainable=False |
augment=zoom factor=0.1 |
/ |
contrast factor=0.1 |
augment=vertical flip=False |
filters 1 0=64 |
kernel size=3 |
filters 1 1=512 |
horizontal flip=False |
end learning rate=1e=06 |
| 40th |
end learning rate=1e=06 |
end learning rate=0.0 |
horizontal flip=True |
/ |
/ |
/ |
/ |
/ |
augment=contrast factor=0.0 |
/ |
reduction type=global avg |
filters 0 1=128 |
normalize=False |
dropout=0.25 |
max pooling=False |
augment=False |
weight decay rate=0.005 |
| 41st |
end learning rate=2e=06 |
weight decay rate=0.01 |
augment=translation factor=0.0 |
/ |
/ |
/ |
/ |
/ |
reduction type=global avg |
/ |
filters 1 1=32 |
filters 0 1=64 |
kernel size=7 |
dropout=0.0 |
reduction type=flatten |
zoom factor=0.1 |
epoch ratio=0.5 |
| 42nd |
weight decay rate=0.05 |
epoch ratio=0.3 |
augment=horizontal flip=True |
/ |
/ |
/ |
/ |
/ |
reduction type=flatten |
/ |
num blocks=3 |
horizontal flip=False |
dropout=0.25 |
kernel size=7 |
separable=False |
augment=contrast factor=0.0 |
reduction type=flatten |
| 43rd |
weight decay rate=0.005 |
weight decay rate=0.001 |
augment=vertical flip=False |
/ |
/ |
/ |
/ |
/ |
normalize=False |
/ |
filters 1 1=256 |
normalize=False |
zoom factor=0.1 |
filters 0 0=32 |
num layers=1 |
augment=vertical flip=False |
epoch ratio=0.4 |
| 44th |
version=b6 |
end learning rate=0.0001 |
augment=rotation factor=0.1 |
/ |
/ |
/ |
/ |
/ |
augment=False |
/ |
augment=contrast factor=0.0 |
filters 0 0=256 |
filters 1 1=128 |
filters 0 0=64 |
num blocks=1 |
filters 0 1=32 |
triple step=False |
| 45th |
weight decay rate=0.1 |
weight decay rate=0.05 |
augment=zoom factor=0.1 |
/ |
/ |
/ |
/ |
/ |
imagenet size=False |
/ |
translation factor=0.0 |
dropout=0.0 |
contrast factor=0.0 |
filters 0 0=128 |
/ |
learning rate=1e=05 |
momentum=0.5 |
| 46th |
epoch ratio=0.3 |
epoch ratio=0.1 |
augment=contrast factor=0.0 |
/ |
/ |
/ |
/ |
/ |
dropout=0.0 |
/ |
horizontal flip=True |
translation factor=0.1 |
zoom factor=0.0 |
filters 0 0=256 |
/ |
filters 0 1=128 |
learning rate=2e=05 |
| 47th |
end learning rate=0.0 |
weight decay rate=0.1 |
translation factor=0.0 |
/ |
/ |
/ |
/ |
/ |
rotation factor=0.1 |
/ |
filters 0 0=64 |
contrast factor=0.0 |
filters 2 1=64 |
filters 0 0=512 |
/ |
filters 1 1=16 |
momentum=0.1 |
| 48th |
weight decay rate=0.001 |
epoch ratio=0.4 |
rotation factor=0.1 |
/ |
/ |
/ |
/ |
/ |
zoom factor=0.1 |
/ |
learning rate=0.0001 |
rotation factor=0.1 |
num blocks=1 |
filters 0 1=16 |
/ |
filters 0 0=512 |
optimizer=sgd |
| 49th |
dropout=0.0 |
momentum=0.9 |
version=b0 |
/ |
/ |
/ |
/ |
/ |
horizontal flip=True |
/ |
filters 0 1=256 |
max pooling=True |
contrast factor=0.1 |
filters 0 1=128 |
/ |
normalize=True |
lr ratio=0.1 |
| 50th |
learning rate=0.0001 |
epoch ratio=0.5 |
epoch ratio=0.2 |
/ |
/ |
/ |
/ |
/ |
pretrained=True |
/ |
filters 1 1=64 |
filters 0 1=16 |
normalize=True |
filters 0 1=32 |
/ |
filters 1 0=64 |
learning rate=0.01 |
| 51st |
epoch ratio=0.1 |
pretrained=True |
version=b6 |
/ |
/ |
/ |
/ |
/ |
contrast factor=0.0 |
/ |
horizontal flip=False |
filters 0 0=32 |
horizontal flip=True |
filters 0 1=64 |
/ |
filters 1 0=128 |
lr ratio=0.01 |
| 52nd |
epoch ratio=0.5 |
learning rate=2e=05 |
weight decay rate=0.01 |
/ |
/ |
/ |
/ |
/ |
vertical flip=False |
/ |
translation factor=0.1 |
filters 0 0=64 |
filters 1 1=64 |
filters 0 1=256 |
/ |
filters 1 0=512 |
learning rate=1e=05 |
| 53rd |
end learning rate=0.0001 |
learning rate=1e=05 |
version=b5 |
/ |
/ |
/ |
/ |
/ |
translation factor=0.1 |
/ |
filters 0 1=64 |
reduction type=global avg |
filters 0 0=128 |
filters 0 1=512 |
/ |
activation=selu |
learning rate=0.1 |
| 54th |
learning rate=1e=05 |
momentum=0.5 |
end learning rate=2e=06 |
/ |
/ |
/ |
/ |
/ |
block type=vanilla |
/ |
num blocks=2 |
reduction type=flatten |
dropout=0.0 |
filters 1 0=32 |
/ |
activation=tanh |
block type=vanilla |
| 55th |
learning rate=2e=05 |
learning rate=0.1 |
weight decay rate=0.005 |
/ |
/ |
/ |
/ |
/ |
imagenet size=True |
/ |
filters 1 0=128 |
kernel size=7 |
filters 0 1=128 |
filters 1 0=256 |
/ |
initial=he uniform |
trainable=False |
| 56th |
optimizer=adam |
block type=vanilla |
epoch ratio=0.1 |
/ |
/ |
/ |
/ |
/ |
block type=efficient |
/ |
filters 1 1=512 |
filters 0 1=256 |
filters 0 1=256 |
filters 1 0=512 |
/ |
initial=lecun uniform |
/ |
| 57th |
epoch ratio=0.4 |
momentum=0.1 |
end learning rate=1e=06 |
/ |
/ |
/ |
/ |
/ |
learning rate=0.1 |
/ |
filters 0 1=32 |
augment=translation factor=0.0 |
filters 0 0=64 |
filters 2 0=16 |
/ |
augment=horizontal flip=False |
/ |
| 58th |
lr ratio=0.1 |
lr ratio=0.1 |
weight decay rate=0.001 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
augment=zoom factor=0.0 |
augment=contrast factor=0.1 |
filters 0 1=64 |
filters 2 0=512 |
/ |
filters 1 0=256 |
/ |
| 59th |
version=b7 |
optimizer=sgd |
weight decay rate=0.05 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 0 1=16 |
augment=horizontal flip=True |
optimizer=adam |
filters 2 0=32 |
/ |
filters 1 1=32 |
/ |
| 60th |
block type=vanilla |
lr ratio=0.01 |
end learning rate=0.0 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
reduction type=flatten |
vertical flip=True |
filters 0 0=32 |
filters 2 0=64 |
/ |
filters 1 1=512 |
/ |
| 61st |
triple step=False |
imagenet size=False |
epoch ratio=0.4 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 0 0=16 |
augment=translation factor=0.1 |
max pooling=True |
filters 2 0=128 |
/ |
filters 1 0=16 |
/ |
| 62nd |
pretrained=False |
triple step=False |
epoch ratio=0.5 |
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/ |
/ |
/ |
/ |
/ |
/ |
contrast factor=0.0 |
augment=horizontal flip=False |
filters 0 1=32 |
filters 2 0=256 |
/ |
augment=translation factor=0.1 |
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| 63rd |
lr ratio=0.01 |
trainable=False |
weight decay rate=0.1 |
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/ |
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/ |
/ |
/ |
kernel size=3 |
augment=vertical flip=True |
translation factor=0.1 |
filters 1 1=16 |
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filters 1 1=256 |
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| 64th |
/ |
/ |
end learning rate=0.0001 |
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/ |
/ |
/ |
/ |
/ |
/ |
augment=rotation factor=0.1 |
augment=rotation factor=0.0 |
filters 2 0=16 |
filters 1 1=128 |
/ |
normalize=False |
/ |
| 65th |
/ |
/ |
epoch ratio=0.3 |
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/ |
/ |
/ |
/ |
/ |
/ |
filters 0 0=32 |
augment=zoom factor=0.1 |
kernel size=3 |
filters 2 1=16 |
/ |
filters 0 0=256 |
/ |
| 66th |
/ |
/ |
dropout=0.0 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 1=128 |
augment=contrast factor=0.0 |
filters 0 1=16 |
filters 2 1=32 |
/ |
filters 0 0=128 |
/ |
| 67th |
/ |
/ |
lr ratio=0.1 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
normalize=True |
augment=zoom factor=0.0 |
filters 2 0=32 |
filters 2 1=128 |
/ |
learning rate=2e=05 |
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| 68th |
/ |
/ |
block type=vanilla |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
augment=False |
learning rate=0.001 |
learning rate=0.0001 |
filters 2 1=256 |
/ |
num blocks=1 |
/ |
| 69th |
/ |
/ |
lr ratio=0.01 |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 2 0=32 |
augment=rotation factor=0.1 |
rotation factor=0.1 |
augment=False |
/ |
reduction type=flatten |
/ |
| 70th |
/ |
/ |
imagenet size=False |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
num layers=1 |
block type=efficient |
filters 1 0=16 |
augment=translation factor=0.1 |
/ |
zoom factor=0.0 |
/ |
| 71st |
/ |
/ |
pretrained=True |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 1=16 |
filters 0 0=16 |
filters 1 1=16 |
augment=translation factor=0.0 |
/ |
augment=vertical flip=True |
/ |
| 72nd |
/ |
/ |
triple step=False |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 2 0=16 |
learning rate=0.0001 |
filters 2 1=16 |
augment=horizontal flip=True |
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augment=horizontal flip=True |
/ |
| 73rd |
/ |
/ |
trainable=False |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 0=64 |
learning rate=1e=05 |
augment=rotation factor=0.0 |
augment=vertical flip=True |
/ |
horizontal flip=True |
/ |
| 74th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
augment=vertical flip=True |
learning rate=2e=05 |
augment=vertical flip=False |
augment=vertical flip=False |
/ |
filters 1 1=128 |
/ |
| 75th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
zoom factor=0.0 |
separable=False |
filters 1 0=32 |
augment=rotation factor=0.1 |
/ |
augment=rotation factor=0.0 |
/ |
| 76th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 0 1=512 |
num blocks=2 |
reduction type=global avg |
augment=zoom factor=0.0 |
/ |
max pooling=False |
/ |
| 77th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 0 0=256 |
num blocks=3 |
filters 0 0=16 |
augment=zoom factor=0.1 |
/ |
dropout=0.25 |
/ |
| 78th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
rotation factor=0.1 |
num layers=1 |
augment=translation factor=0.0 |
augment=contrast factor=0.0 |
/ |
translation factor=0.1 |
/ |
| 79th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
optimizer=adam |
optimizer=adam |
filters 1 1=32 |
augment=contrast factor=0.1 |
/ |
vertical flip=True |
/ |
| 80th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
separable=True |
/ |
num layers=2 |
translation factor=0.0 |
/ |
filters 0 1=256 |
/ |
| 81st |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
dropout=0.0 |
/ |
vertical flip=True |
translation factor=0.1 |
/ |
dropout=0.0 |
/ |
| 82nd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 0=32 |
/ |
reduction type=flatten |
vertical flip=False |
/ |
kernel size=7 |
/ |
| 83rd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
vertical flip=True |
/ |
num blocks=3 |
vertical flip=True |
/ |
rotation factor=0.0 |
/ |
| 84th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 0=16 |
/ |
augment=horizontal flip=False |
zoom factor=0.1 |
/ |
num layers=2 |
/ |
| 85th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
max pooling=False |
/ |
augment=contrast factor=0.0 |
zoom factor=0.0 |
/ |
separable=True |
/ |
| 86th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=2e=05 |
/ |
augment=contrast factor=0.1 |
contrast factor=0.1 |
/ |
momentum=0.99 |
/ |
| 87th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
momentum=0.99 |
/ |
filters 2 1=32 |
contrast factor=0.0 |
/ |
momentum=0.9 |
/ |
| 88th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
momentum=0.9 |
/ |
augment=horizontal flip=True |
dropout=0.5 |
/ |
block type=efficient |
/ |
| 89th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
num blocks=1 |
/ |
augment=zoom factor=0.1 |
activation=selu |
/ |
momentum=0.5 |
/ |
| 90th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
block type=efficient |
/ |
augment=zoom factor=0.0 |
activation=tanh |
/ |
momentum=0.1 |
/ |
| 91st |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=1e=05 |
/ |
momentum=0.99 |
initial=he uniform |
/ |
optimizer=sgd |
/ |
| 92nd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
momentum=0.5 |
/ |
augment=rotation factor=0.1 |
initial=lecun uniform |
/ |
/ |
/ |
| 93rd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
momentum=0.1 |
/ |
augment=translation factor=0.1 |
reduction type=flatten |
/ |
/ |
/ |
| 94th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
optimizer=sgd |
/ |
momentum=0.9 |
filters 1 1=64 |
/ |
/ |
/ |
| 95th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=0.01 |
/ |
augment=vertical flip=True |
normalize=False |
/ |
/ |
/ |
| 96th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
filters 1 0=512 |
/ |
momentum=0.5 |
max pooling=False |
/ |
/ |
/ |
| 97th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=0.1 |
/ |
learning rate=2e=05 |
horizontal flip=True |
/ |
/ |
/ |
| 98th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
momentum=0.1 |
rotation factor=0.1 |
/ |
/ |
/ |
| 99th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
optimizer=sgd |
separable=True |
/ |
/ |
/ |
| 100th |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
block type=efficient |
learning rate=0.1 |
/ |
/ |
/ |
| 101st |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=1e=05 |
block type=efficient |
/ |
/ |
/ |
| 102nd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
separable=True |
num blocks=3 |
/ |
/ |
/ |
| 103rd |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
/ |
learning rate=0.1 |
num layers=2 |
/ |
/ |
/ |