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
