├── .gitignore ├── EAD_example.py ├── ReadMe.md ├── configs ├── test_feedforward.json ├── test_feedforward_identity_harbor.json ├── test_feedforward_large.json ├── test_feedforward_large_skip.json ├── test_identity_feedback.json ├── test_identity_feedback_identity_harbor.json ├── test_identity_feedback_identity_harbor_two_layer.json ├── test_identity_feedback_identity_harbor_two_layer_skip.json ├── test_inter_shallow.json ├── test_resnet18_bn_timevary.json ├── test_rgc_shallow.json └── test_timedecay_shallow.json ├── create_ptnn_model.py ├── notebooks ├── PyTorch Graph Visualization.ipynb └── graph_viz │ ├── alexnet_227_unroll_8.pdf │ ├── alexnet_64_unroll_7.pdf │ ├── alexnet_unroll_8.pdf │ ├── generic_alexnet_227.pdf │ ├── test_feedforward_identity_harbor_unroll_3.pdf │ ├── test_feedforward_large_skip_unroll_4.pdf │ ├── test_feedforward_large_unroll_3.pdf │ ├── test_feedforward_large_unroll_8.pdf │ ├── test_feedforward_unroll_3.pdf │ ├── test_identity_feedback_identity_harbor_two_layer_unroll_5.pdf │ ├── test_identity_feedback_identity_harbor_unroll_4.pdf │ ├── test_identity_feedback_identity_harbor_unroll_5.pdf │ ├── test_identity_feedback_unroll_3.pdf │ └── test_identity_feedback_unroll_4.pdf ├── pt_tnn ├── __init__.py ├── harbor_policy │ ├── __init__.py │ ├── harbor_policy_base.py │ ├── identity.py │ └── resize_concat.py ├── pre_post_memory │ ├── __init__.py │ ├── activation_layer.py │ ├── convolution.py │ ├── full_connected.py │ ├── identity.py │ ├── memory_base.py │ ├── pooling.py │ ├── residual_add.py │ └── sequential.py ├── recurrent_cells │ ├── __init__.py │ ├── convrnn_basic_cell.py │ ├── gru_cell.py │ ├── identity_cell.py │ ├── intersection_cell.py │ ├── lstm_cell.py │ ├── reciprocal_gated_cell.py │ ├── recurrent_cell_base.py │ ├── time_decay_cell.py │ ├── ugrnn_cell.py │ └── vanilla_rnn_cell.py ├── recurrent_module.py ├── temporal_graph.py └── utils │ ├── __init__.py │ └── lazy_layer.py ├── setup.py ├── tests ├── graph_viz.py ├── harbor_policy │ ├── test_identity.py │ └── test_resize_concat.py ├── pre_post_memory │ ├── test_activation_layer.py │ ├── test_adaptive_avgpool.py │ ├── test_conv2d.py │ ├── test_fully_connected.py │ ├── test_identity.py │ ├── test_maxpool.py │ ├── test_residual_add.py │ └── test_sequential.py ├── recurrent_cells │ ├── test_all.py │ ├── test_convrnn_basic_cell.py │ ├── test_gru_cell.py │ ├── test_identity.py │ ├── test_intersection_cell.py │ ├── test_lstm_cell.py │ ├── test_time_decay_cell.py │ └── test_ugrnn_cell.py ├── test_recurrent_module.py └── test_temporal_graph.py ├── train_ptnn_on_imagenet.py └── visualizations ├── EAD_architecture.png ├── convrnn.png ├── ptnn.gif └── ptnn_unroll.png /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/neuroagents-lab/PyTorchTNN/HEAD/.gitignore -------------------------------------------------------------------------------- /EAD_example.py: 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