| 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 | |