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settings.cfg
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[16bits.model]
k = 1.0
save_period = 50
max_epochs = 180
patience = 20
[16bits.optim]
optimizer = Adam
lr = 0.00001
decay = 1e-5
[24bits.model]
k = 1.0
save_period = 50
max_epochs = 180
patience = 20
[24bits.optim]
optimizer = Adam
lr = 0.00001
decay = 1e-5
[32bits.model]
k = 1.0
save_period = 50
max_epochs = 180
patience = 20
[32bits.optim]
optimizer = Adam
lr = 0.00001
decay = 1e-5
[48bits.model]
k = 1.0
save_period = 50
max_epochs = 180
patience = 20
[48bits.optim]
optimizer = Adam
lr = 0.00001
decay = 1e-5
[16bits_conti1.model]
k = 1.0
save_period = 50
max_epochs = 60
patience = 20
pretrain = experiments/cifar10_supB/models/16bits/model.h5
[16bits_conti1.optim]
optimizer = Adam
lr = 0.000001
decay = 1e-6
[24bits_conti1.model]
k = 1.0
save_period = 50
max_epochs = 60
patience = 20
pretrain = experiments/cifar10_supB/models/24bits/model.h5
[24bits_conti1.optim]
optimizer = Adam
lr = 0.000001
decay = 1e-6
[32bits_conti1.model]
k = 1.0
save_period = 50
max_epochs = 60
patience = 20
pretrain = experiments/cifar10_supB/models/32bits/model.h5
[32bits_conti1.optim]
optimizer = Adam
lr = 0.000001
decay = 1e-6
[48bits_conti1.model]
k = 1.0
save_period = 50
max_epochs = 60
patience = 20
pretrain = experiments/cifar10_supB/models/48bits/model.h5
[48bits_conti1.optim]
optimizer = Adam
lr = 0.000001
decay = 1e-6
[16bits_conti2.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/16bits_conti1/model.h5
[16bits_conti2.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[24bits_conti2.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/24bits_conti1/model.h5
[24bits_conti2.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[32bits_conti2.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/32bits_conti1/model.h5
[32bits_conti2.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[48bits_conti2.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/48bits_conti1/model.h5
[48bits_conti2.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[16bits_conti3.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/16bits_conti2/model.h5
[16bits_conti3.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[24bits_conti3.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/24bits_conti2/model.h5
[24bits_conti3.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[32bits_conti3.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/32bits_conti2/model.h5
[32bits_conti3.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6
[48bits_conti3.model]
k = 1.0
save_period = 40
max_epochs = 50
patience = 20
pretrain = experiments/cifar10_supB/models/48bits_conti2/model.h5
[48bits_conti3.optim]
optimizer = Adam
lr = 0.0000005
decay = 1e-6