Index

_

_abc_impl (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tn_module._TNBase attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) _backward_hooks (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _buffers (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _forward_hooks (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _forward_pre_hooks (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _is_full_backward_hook (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLeNet5 attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.bt_tucker.BTTResNet20 attribute) (tednet.tnn.bt_tucker.BTTResNet32 attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLeNet5 attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.cp.CPResNet20 attribute) (tednet.tnn.cp.CPResNet32 attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLeNet5 attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_ring.TRResNet20 attribute) (tednet.tnn.tensor_ring.TRResNet32 attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLeNet5 attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tensor_train.TTResNet20 attribute) (tednet.tnn.tensor_train.TTResNet32 attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tn_module._TNBase attribute) (tednet.tnn.tn_module.LambdaLayer attribute) (tednet.tnn.tn_rnn._TNLSTM attribute) (tednet.tnn.tn_rnn._TNLSTMCell attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2LeNet5 attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) (tednet.tnn.tucker2.TK2ResNet20 attribute) (tednet.tnn.tucker2.TK2ResNet32 attribute)

_load_state_dict_pre_hooks (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _modules (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _non_persistent_buffers_set (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _parameters (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _state_dict_hooks (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) _TNBase (class in tednet.tnn.tn_module) _TNConvNd (class in tednet.tnn.tn_cnn) _TNLinear (class in tednet.tnn.tn_linear) _TNLSTM (class in tednet.tnn.tn_rnn) _TNLSTMCell (class in tednet.tnn.tn_rnn)

B

BTTConv2D (class in tednet.tnn.bt_tucker) BTTLeNet5 (class in tednet.tnn.bt_tucker) BTTLinear (class in tednet.tnn.bt_tucker)

BTTLSTM (class in tednet.tnn.bt_tucker) BTTResNet20 (class in tednet.tnn.bt_tucker) BTTResNet32 (class in tednet.tnn.bt_tucker)

C

check_setting() (tednet.tnn.tn_module._TNBase method) CPConv2D (class in tednet.tnn.cp) CPLeNet5 (class in tednet.tnn.cp)

CPLinear (class in tednet.tnn.cp) CPLSTM (class in tednet.tnn.cp) CPResNet20 (class in tednet.tnn.cp) CPResNet32 (class in tednet.tnn.cp)

E

eye() (in module tednet)

F

forward() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLeNet5 method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLeNet5 method) (tednet.tnn.tensor_ring.TRLeNet5 method) (tednet.tnn.tensor_train.TTLeNet5 method) (tednet.tnn.tn_cnn._TNConvNd method) (tednet.tnn.tn_linear._TNLinear method) (tednet.tnn.tn_module.LambdaLayer method) (tednet.tnn.tn_rnn._TNLSTM method) (tednet.tnn.tn_rnn._TNLSTMCell method) (tednet.tnn.tucker2.TK2LeNet5 method)

H

hard_sigmoid() (in module tednet)

L

LambdaLayer (class in tednet.tnn.tn_module)

M

module tednet tednet.tnn.bt_tucker tednet.tnn.cp tednet.tnn.initializer tednet.tnn.tensor_ring tednet.tnn.tensor_train tednet.tnn.tn_cnn tednet.tnn.tn_linear tednet.tnn.tn_module tednet.tnn.tn_rnn tednet.tnn.tucker2

N

normal_init() (in module tednet.tnn.initializer)

R

recover() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tn_module._TNBase method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method) reset_hh() (tednet.tnn.tn_rnn._TNLSTMCell method) reset_ih() (tednet.tnn.bt_tucker.BTTLSTM method) (tednet.tnn.cp.CPLSTM method) (tednet.tnn.tensor_ring.TRLSTM method) (tednet.tnn.tensor_train.TTLSTM method) (tednet.tnn.tucker2.TK2LSTM method)

reset_parameters() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method)

S

set_nodes() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tn_module._TNBase method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method) set_params_info() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tn_module._TNBase method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method)

set_tn_type() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tn_module._TNBase method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method)

T

tednet module tednet.tnn.bt_tucker module tednet.tnn.cp module tednet.tnn.initializer module tednet.tnn.tensor_ring module tednet.tnn.tensor_train module tednet.tnn.tn_cnn module tednet.tnn.tn_linear module tednet.tnn.tn_module module tednet.tnn.tn_rnn module tednet.tnn.tucker2 module TK2Conv2D (class in tednet.tnn.tucker2) TK2LeNet5 (class in tednet.tnn.tucker2) TK2Linear (class in tednet.tnn.tucker2) TK2LSTM (class in tednet.tnn.tucker2) TK2ResNet20 (class in tednet.tnn.tucker2) TK2ResNet32 (class in tednet.tnn.tucker2) tn_contract() (tednet.tnn.bt_tucker.BTTConv2D method) (tednet.tnn.bt_tucker.BTTLinear method) (tednet.tnn.cp.CPConv2D method) (tednet.tnn.cp.CPLinear method) (tednet.tnn.tensor_ring.TRConv2D method) (tednet.tnn.tensor_ring.TRLinear method) (tednet.tnn.tensor_train.TTConv2D method) (tednet.tnn.tensor_train.TTLinear method) (tednet.tnn.tn_module._TNBase method) (tednet.tnn.tucker2.TK2Conv2D method) (tednet.tnn.tucker2.TK2Linear method) to_numpy() (in module tednet) to_tensor() (in module tednet) training (tednet.tnn.bt_tucker.BTTConv2D attribute) (tednet.tnn.bt_tucker.BTTLeNet5 attribute) (tednet.tnn.bt_tucker.BTTLinear attribute) (tednet.tnn.bt_tucker.BTTLSTM attribute) (tednet.tnn.bt_tucker.BTTResNet20 attribute) (tednet.tnn.bt_tucker.BTTResNet32 attribute) (tednet.tnn.cp.CPConv2D attribute) (tednet.tnn.cp.CPLeNet5 attribute) (tednet.tnn.cp.CPLinear attribute) (tednet.tnn.cp.CPLSTM attribute) (tednet.tnn.cp.CPResNet20 attribute) (tednet.tnn.cp.CPResNet32 attribute) (tednet.tnn.tensor_ring.TRConv2D attribute) (tednet.tnn.tensor_ring.TRLeNet5 attribute) (tednet.tnn.tensor_ring.TRLinear attribute) (tednet.tnn.tensor_ring.TRLSTM attribute) (tednet.tnn.tensor_ring.TRResNet20 attribute) (tednet.tnn.tensor_ring.TRResNet32 attribute) (tednet.tnn.tensor_train.TTConv2D attribute) (tednet.tnn.tensor_train.TTLeNet5 attribute) (tednet.tnn.tensor_train.TTLinear attribute) (tednet.tnn.tensor_train.TTLSTM attribute) (tednet.tnn.tensor_train.TTResNet20 attribute) (tednet.tnn.tensor_train.TTResNet32 attribute) (tednet.tnn.tn_cnn._TNConvNd attribute) (tednet.tnn.tn_linear._TNLinear attribute) (tednet.tnn.tn_module._TNBase attribute) (tednet.tnn.tn_module.LambdaLayer attribute) (tednet.tnn.tn_rnn._TNLSTM attribute) (tednet.tnn.tn_rnn._TNLSTMCell attribute) (tednet.tnn.tucker2.TK2Conv2D attribute) (tednet.tnn.tucker2.TK2LeNet5 attribute) (tednet.tnn.tucker2.TK2Linear attribute) (tednet.tnn.tucker2.TK2LSTM attribute) (tednet.tnn.tucker2.TK2ResNet20 attribute) (tednet.tnn.tucker2.TK2ResNet32 attribute)

TRConv2D (class in tednet.tnn.tensor_ring) TRLeNet5 (class in tednet.tnn.tensor_ring) TRLinear (class in tednet.tnn.tensor_ring) TRLSTM (class in tednet.tnn.tensor_ring) TRResNet20 (class in tednet.tnn.tensor_ring) TRResNet32 (class in tednet.tnn.tensor_ring) trunc_normal_init() (in module tednet.tnn.initializer) TTConv2D (class in tednet.tnn.tensor_train) TTLeNet5 (class in tednet.tnn.tensor_train) TTLinear (class in tednet.tnn.tensor_train) TTLSTM (class in tednet.tnn.tensor_train) TTResNet20 (class in tednet.tnn.tensor_train) TTResNet32 (class in tednet.tnn.tensor_train)

U

uniform_init() (in module tednet.tnn.initializer)