Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
mean acc of onlab is: 47.23
mean acc of onzeta is: 9.29
mean acc of MAPLS is: 17.81
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.05)
the beta is 0.9
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
lam is 0.7000
lam is 0.7000
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.0)
the beta is 1.0
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
mean acc of onlab is: 47.14
mean acc of onzeta is: 9.65
mean acc of MAPLS is: 17.93
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.0)
the beta is 0.9
load pre-trained model
load data
obtain text proxy
accuracy with text proxy: 41.91
online zero-shot transfer: repeat 5 times
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
lam is 0.7000
mean acc of onlab is: 47.14
mean acc of onzeta is: 12.26
mean acc of MAPLS is: 12.58
Namespace(data_path='./CIFAR100_TEST', arch='RN50', workers=8, batch_size=256, tau_t=0.01, tau_i=0.04, cw=0.5, cr=20, alpha=1, beta=0.4, repeat=5, entropy_weight=0.0)
the beta is 0.8
load pre-trained model
load data