├── .gitignore ├── DenseNet ├── densenet │ ├── experiments │ │ └── cifar-10 │ │ │ ├── conv-Ultimate-Tensorization │ │ │ ├── eval.py │ │ │ ├── hyper_parameters.py │ │ │ ├── input_data.py │ │ │ ├── nets │ │ │ │ └── dense.py │ │ │ └── train.py │ │ │ └── data │ │ │ ├── prepare_data.py │ │ │ └── prepare_data_KA.py │ └── tensornet │ │ ├── __init__.py │ │ ├── layers │ │ ├── __init__.py │ │ ├── auxx.py │ │ ├── batch_normalization.py │ │ ├── conv.py │ │ ├── linear.py │ │ ├── linear_dev.py │ │ ├── tr.py │ │ ├── tt.py │ │ ├── tt_conv.py │ │ ├── tt_conv1d_full.py │ │ ├── tt_conv_direct.py │ │ ├── tt_conv_full.py │ │ ├── tt_dev.py │ │ └── ttrelu.py │ │ └── tt │ │ ├── __init__.py │ │ ├── matrix_svd.py │ │ ├── max_ranks.py │ │ └── svd.py └── densent-mpo │ ├── experiments │ └── cifar-10 │ │ ├── conv-Ultimate-Tensorization │ │ ├── eval.py │ │ ├── hyper_parameters.py │ │ ├── input_data.py │ │ ├── nets │ │ │ └── dense-mpo.py │ │ └── train.py │ │ └── data │ │ ├── prepare_data.py │ │ └── prepare_data_KA.py │ └── tensornet │ ├── __init__.py │ ├── layers │ ├── __init__.py │ ├── auxx.py │ ├── batch_normalization.py │ ├── conv.py │ ├── linear.py │ ├── linear_dev.py │ ├── tr.py │ ├── tt.py │ ├── tt_conv.py │ ├── tt_conv1d_full.py │ ├── tt_conv_direct.py │ ├── tt_conv_full.py │ ├── tt_dev.py │ └── ttrelu.py │ └── tt │ ├── __init__.py │ ├── matrix_svd.py │ ├── max_ranks.py │ └── svd.py ├── FC2 ├── entropy.py ├── fc2-mpo1 │ ├── hyperprameter.py │ ├── inference.py │ ├── train.py │ └── tt.py └── fc2 │ ├── hyper_parameters.py │ ├── inference.py │ └── train.py ├── LICENSE ├── LeNet5 ├── lenet5 │ ├── hyperprameter.py │ ├── inference.py │ ├── train.py │ └── tt.py └── mpo_lenet5 │ ├── hyperprameter.py │ ├── inference.py │ ├── train.py │ └── tt.py ├── README.md ├── ResNet ├── resnet-mpo │ ├── experiments │ │ └── cifar-10 │ │ │ ├── conv-Ultimate-Tensorization │ │ │ ├── eval.py │ │ │ ├── hyper_parameters.py │ │ │ ├── input_data.py │ │ │ ├── nets │ │ │ │ └── wideResNet-TT-ap.py │ │ │ └── train.py │ │ │ └── data │ │ │ ├── prepare_data.py │ │ │ └── prepare_data_KA.py │ └── tensornet │ │ ├── __init__.py │ │ ├── layers │ │ ├── __init__.py │ │ ├── aux_py │ │ ├── auxx.py │ │ ├── batch_normalization.py │ │ ├── conv.py │ │ ├── linear.py │ │ ├── linear_dev.py │ │ ├── tr.py │ │ ├── tt.py │ │ ├── tt_conv.py │ │ ├── tt_conv1d_full.py │ │ ├── tt_conv_direct.py │ │ ├── tt_conv_full.py │ │ ├── tt_dev.py │ │ └── ttrelu.py │ │ └── tt │ │ ├── __init__.py │ │ ├── matrix_svd.py │ │ ├── max_ranks.py │ │ └── svd.py └── resnet │ ├── experiments │ └── cifar-10 │ │ ├── conv-Ultimate-Tensorization │ │ ├── eval.py │ │ ├── hyper_parameters.py │ │ ├── input_data.py │ │ ├── nets │ │ │ ├── __pycache__ │ │ │ │ └── wideResNet.cpython-36.pyc │ │ │ └── wideResNet.py │ │ └── train.py │ │ └── data │ │ ├── prepare_data.py │ │ └── prepare_data_KA.py │ └── tensornet │ ├── __init__.py │ ├── layers │ ├── __init__.py │ ├── aux_py │ ├── auxx.py │ ├── batch_normalization.py │ ├── conv.py │ ├── linear.py │ ├── linear_dev.py │ ├── tr.py │ ├── tt.py │ ├── tt_conv.py │ ├── tt_conv1d_full.py │ ├── tt_conv_direct.py │ ├── tt_conv_full.py │ ├── tt_dev.py │ └── ttrelu.py │ └── tt │ ├── __init__.py │ ├── matrix_svd.py │ ├── max_ranks.py │ └── svd.py ├── VGG-16 ├── vgg-16-mpo │ ├── experiments │ │ └── cifar-10 │ │ │ ├── conv-Ultimate-Tensorization │ │ │ ├── eval.py │ │ │ ├── hyper_parameters.py │ │ │ ├── input_data.py │ │ │ ├── nets │ │ │ │ └── vgg-16-mpo.py │ │ │ └── train.py │ │ │ └── data │ │ │ ├── prepare_data.py │ │ │ └── prepare_data_KA.py │ └── tensornet │ │ ├── __init__.py │ │ ├── layers │ │ ├── __init__.py │ │ ├── auxx.py │ │ ├── batch_normalization.py │ │ ├── conv.py │ │ ├── linear.py │ │ ├── linear_dev.py │ │ ├── tr.py │ │ ├── tt.py │ │ ├── tt_conv.py │ │ ├── tt_conv1d_full.py │ │ ├── tt_conv_direct.py │ │ ├── tt_conv_full.py │ │ ├── tt_dev.py │ │ └── ttrelu.py │ │ └── tt │ │ ├── __init__.py │ │ ├── matrix_svd.py │ │ ├── max_ranks.py │ │ └── svd.py └── vgg-16 │ ├── experiments │ └── cifar-10 │ │ ├── conv-Ultimate-Tensorization │ │ ├── eval.py │ │ ├── hyper_parameters.py │ │ ├── input_data.py │ │ ├── nets │ │ │ └── vgg-16.py │ │ └── train.py │ │ └── data │ │ ├── prepare_data.py │ │ └── prepare_data_KA.py │ └── tensornet │ ├── __init__.py │ ├── layers │ ├── __init__.py │ ├── auxx.py │ ├── batch_normalization.py │ ├── conv.py │ ├── linear.py │ ├── linear_dev.py │ ├── tr.py │ ├── tt.py │ ├── tt_conv.py │ ├── tt_conv1d_full.py │ ├── tt_conv_direct.py │ ├── tt_conv_full.py │ ├── tt_dev.py │ └── ttrelu.py │ └── tt │ ├── __init__.py │ ├── matrix_svd.py │ ├── max_ranks.py │ └── svd.py ├── VGG-19 ├── vgg-19-mpo │ ├── experiments │ │ └── cifar-10 │ │ │ ├── conv-Ultimate-Tensorization │ │ │ ├── eval.py │ │ │ ├── hyper_parameters.py │ │ │ ├── input_data.py │ │ │ ├── nets │ │ │ │ └── vgg-19-mpo.py │ │ │ └── train.py │ │ │ └── data │ │ │ ├── prepare_data.py │ │ │ └── prepare_data_KA.py │ └── tensornet │ │ ├── __init__.py │ │ ├── layers │ │ ├── __init__.py │ │ ├── aux_py │ │ ├── auxx.py │ │ ├── batch_normalization.py │ │ ├── conv.py │ │ ├── linear.py │ │ ├── linear_dev.py │ │ ├── tr.py │ │ ├── tt.py │ │ ├── tt_conv.py │ │ ├── tt_conv1d_full.py │ │ ├── tt_conv_direct.py │ │ ├── tt_conv_full.py │ │ ├── tt_dev.py │ │ └── ttrelu.py │ │ └── tt │ │ ├── __init__.py │ │ ├── matrix_svd.py │ │ ├── max_ranks.py │ │ └── svd.py └── vgg-19 │ ├── experiments │ └── cifar-10 │ │ ├── conv-Ultimate-Tensorization │ │ ├── eval.py │ │ ├── hyper_parameters.py │ │ ├── input_data.py │ │ ├── nets │ │ │ └── vgg-19.py │ │ └── train.py │ │ └── data │ │ ├── prepare_data.py │ │ └── prepare_data_KA.py │ └── tensornet │ ├── __init__.py │ ├── layers │ ├── __init__.py │ ├── aux_py │ ├── auxx.py │ ├── batch_normalization.py │ ├── conv.py │ ├── linear.py │ ├── linear_dev.py │ ├── tr.py │ ├── tt.py │ ├── tt_conv.py │ ├── tt_conv1d_full.py │ ├── tt_conv_direct.py │ ├── tt_conv_full.py │ ├── tt_dev.py │ └── ttrelu.py │ └── tt │ ├── __init__.py │ ├── matrix_svd.py │ ├── max_ranks.py │ └── svd.py └── requirements.txt 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