Index

B

block_tt_init() (in module tltorch.factorized_tensors.init)

BlockTT (class in tltorch)

C

ComplexBlockTT (class in tltorch) ComplexCPTensor (class in tltorch) ComplexCPTensorized (class in tltorch) ComplexDenseTensor (class in tltorch) ComplexDenseTensorized (class in tltorch)

ComplexTTTensor (class in tltorch) ComplexTuckerTensor (class in tltorch) ComplexTuckerTensorized (class in tltorch) cp_init() (in module tltorch.factorized_tensors.init) CPTensor (class in tltorch) CPTensorized (class in tltorch)

D

decomposition (tltorch.BlockTT property) (tltorch.CPTensor property) (tltorch.DenseTensor property) (tltorch.FactorizedTensor property) (tltorch.TTTensor property) (tltorch.TuckerTensor property)

DenseTensor (class in tltorch) DenseTensorized (class in tltorch) dim() (tltorch.FactorizedTensor method)

E

extra_repr() (tltorch.factorized_layers.FactorizedConv method)

F

FactorizedConv (class in tltorch.factorized_layers) FactorizedEmbedding (class in tltorch.factorized_layers) FactorizedLinear (class in tltorch.factorized_layers) FactorizedTensor (class in tltorch) forward() (tltorch.factorized_layers.FactorizedConv method) (tltorch.factorized_layers.FactorizedEmbedding method) (tltorch.factorized_layers.FactorizedLinear method) (tltorch.factorized_layers.TCL method) (tltorch.factorized_layers.TRL method) (tltorch.FactorizedTensor method) from_conv() (tltorch.factorized_layers.FactorizedConv class method) from_embedding() (tltorch.factorized_layers.FactorizedEmbedding class method)

from_embedding_list() (tltorch.factorized_layers.FactorizedEmbedding class method) from_linear() (tltorch.factorized_layers.FactorizedLinear class method) from_linear_list() (tltorch.factorized_layers.FactorizedLinear class method) from_matrix() (tltorch.TensorizedTensor class method) from_tensor() (tltorch.BlockTT class method) (tltorch.CPTensor class method) (tltorch.CPTensorized class method) (tltorch.DenseTensor class method) (tltorch.DenseTensorized class method) (tltorch.FactorizedTensor class method) (tltorch.TensorizedTensor class method) (tltorch.TTTensor class method) (tltorch.TuckerTensor class method)

G

get_conv() (tltorch.factorized_layers.FactorizedConv method)

get_tensorized_shape() (in module tltorch.utils)

I

init_from_linear() (tltorch.factorized_layers.TRL method)

init_from_random() (tltorch.factorized_layers.TRL method) init_from_tensor() (tltorch.TuckerTensor method)

M

module tltorch tltorch.factorized_layers tltorch.factorized_tensors tltorch.tensor_hooks

N

name (tltorch.FactorizedTensor property) ndim (tltorch.FactorizedTensor property) new() (tltorch.BlockTT class method) (tltorch.ComplexBlockTT class method) (tltorch.ComplexCPTensor class method) (tltorch.ComplexCPTensorized class method) (tltorch.ComplexDenseTensor class method) (tltorch.ComplexDenseTensorized class method) (tltorch.ComplexTTTensor class method) (tltorch.ComplexTuckerTensor class method) (tltorch.ComplexTuckerTensorized class method) (tltorch.CPTensor class method) (tltorch.CPTensorized class method) (tltorch.DenseTensor class method) (tltorch.DenseTensorized class method) (tltorch.FactorizedTensor class method) (tltorch.TensorizedTensor class method) (tltorch.TTTensor class method) (tltorch.TuckerTensor class method)

normal_() (tltorch.BlockTT method) (tltorch.CPTensor method) (tltorch.DenseTensor method) (tltorch.FactorizedTensor method) (tltorch.TTTensor method) (tltorch.TuckerTensor method)

R

remove_tensor_dropout() (in module tltorch.tensor_hooks)

remove_tensor_lasso() (in module tltorch.tensor_hooks) reset_parameters() (tltorch.factorized_layers.TCL method)

S

set() (tltorch.factorized_layers.FactorizedConv method)

size() (tltorch.FactorizedTensor method)

T

TCL (class in tltorch.factorized_layers) tensor_dropout() (in module tltorch.tensor_hooks) tensor_init() (in module tltorch.factorized_tensors.init) tensor_lasso() (in module tltorch.tensor_hooks) TensorDropout (class in tltorch.tensor_hooks) TensorizedTensor (class in tltorch) tltorch module tltorch.factorized_layers module tltorch.factorized_tensors module tltorch.tensor_hooks module

to_matrix() (tltorch.TensorizedTensor method) to_tensor() (tltorch.BlockTT method) (tltorch.CPTensor method) (tltorch.DenseTensor method) (tltorch.FactorizedTensor method) (tltorch.TTTensor method) (tltorch.TuckerTensor method) transduct() (tltorch.CPTensor method) (tltorch.factorized_layers.FactorizedConv method) (tltorch.TTTensor method) TRL (class in tltorch.factorized_layers) tt_init() (in module tltorch.factorized_tensors.init) TTTensor (class in tltorch) tucker_init() (in module tltorch.factorized_tensors.init) TuckerTensor (class in tltorch)