def Paras_VL_CNN1TN1(): para = def_parameters() para['which_TN_set'] = 'ctnn' para['TN'] = 'VL_CNN1TN1' para['batch_size'] = 1000 para['d'] = 2 para['feature_map'] = '1Relu' para['mps_init'] = 'No.1' para['Lagrangian_way'] = 0 para['Lagrangian'] = None para['check_time'] = 5 para['save_time'] = 20 para['it_time'] = 400 para['lr'] = 1e-3 return para
def Paras_VL_NN(): para = def_parameters() para['which_TN_set'] = 'cnn' para['TN'] = 'VL_NN' para['batch_size'] = 1000 para['d'] = 2 para['feature_map'] = 'RelSig' para['mps_init'] = 'rand' para['Lagrangian_way'] = 0 para['Lagrangian'] = None para['check_time'] = 5 para['save_time'] = 20 para['it_time'] = 400 para['lr'] = 1e-3 return para
def Paras_VL_TIPoolingC400_3(): para = def_parameters() para['which_TN_set'] = 'ctnn' para['TN'] = 'VL_TIPoolingC400_3' para['batch_size'] = 2000 para['d'] = 4 para['feature_map'] = '1RelSigCos' para['mps_init'] = 'No.1' para['Lagrangian_way'] = 0 para['Lagrangian'] = None para['check_time'] = 5 para['save_time'] = 20 para['it_time'] = 400 para['lr'] = 1e-3 return para
def Paras_VL_Full_TI_Pooling_LargeC(): para = def_parameters() para['which_TN_set'] = 'ctnn' para['TN'] = 'VL_Full_TI_Pooling_LargeC' para['batch_size'] = 2000 para['d'] = 2 para['feature_map'] = '1Relu' para['mps_init'] = 'No.1' para['Lagrangian_way'] = 0 para['Lagrangian'] = None para['check_time'] = 5 para['save_time'] = 20 # para['optimizer'] = 'SGD' para['it_time'] = 400 para['lr'] = 1e-3 return para