├── adding_problem.py ├── fftconv.py ├── memory_problem.py ├── models.py ├── optimizations.py ├── output ├── adding_IRNN_100 ├── adding_IRNN_200 ├── adding_IRNN_400 ├── adding_IRNN_750 ├── adding_LSTM_100 ├── adding_LSTM_200 ├── adding_LSTM_400 ├── adding_LSTM_400_dead16102 ├── adding_LSTM_750_v2_dead12904 ├── adding_RNN_100 ├── adding_RNN_200 ├── adding_RNN_400 ├── adding_RNN_750 ├── memory_IRNN_100 ├── memory_IRNN_200 ├── memory_IRNN_300 ├── memory_IRNN_500 ├── memory_LSTM_100 ├── memory_LSTM_200 ├── memory_LSTM_300 ├── memory_LSTM_500 ├── memory_RNN_100 ├── memory_RNN_200 ├── memory_RNN_300 ├── memory_RNN_500 └── vis.py ├── run_experiments.sh └── tf ├── README.md ├── data.py ├── data.pyc ├── experiment.py ├── gradient_test.py ├── gradients.py ├── models.py ├── options.py ├── output ├── adding │ ├── aaai_crc_IRNN_T100_n30.timing.txt │ ├── aaai_crc_IRNN_T100_n30.vali.txt │ ├── aaai_crc_IRNN_T100_n30.vali_trace.png │ ├── aaai_crc_LSTM_T100_n30.all.longgrads.png │ ├── aaai_crc_LSTM_T100_n30.hidden_gradients.txt │ ├── aaai_crc_LSTM_T100_n30.timing.txt │ ├── aaai_crc_LSTM_T100_n30.vali.txt │ ├── aaai_crc_LSTM_T100_n30.vali_trace.png │ ├── aaai_crc_complex_RNN_T100_n512.timing.txt │ ├── aaai_crc_complex_RNN_T100_n512.vali.txt │ ├── aaai_crc_relu_uRNN_T100_n30.timing.txt │ ├── aaai_crc_relu_uRNN_T100_n30.vali.txt │ ├── aaai_crc_relu_uRNN_T100_n30.vali_trace.png │ ├── aaai_crc_uRNN_T100_n30.all.longgrads.png │ ├── aaai_crc_uRNN_T100_n30.hidden_gradients.txt │ ├── aaai_crc_uRNN_T100_n30.timing.txt │ ├── aaai_crc_uRNN_T100_n30.vali.txt │ ├── aaai_crc_uRNN_T100_n30.vali_trace.png │ ├── beta1.40_relu_4_uRNN_T100_n30.timing.txt │ └── beta1.40_relu_4_uRNN_T100_n30.vali.txt └── memory │ ├── aaai_crc_IRNN_T100_n30.options.txt │ ├── aaai_crc_IRNN_T100_n30.timing.txt │ ├── aaai_crc_IRNN_T100_n30.train.txt │ ├── aaai_crc_IRNN_T100_n30.vali.txt │ ├── aaai_crc_IRNN_T100_n30.vali_trace.png │ ├── aaai_crc_LSTM_T100_n30.hidden_gradients.txt │ ├── aaai_crc_LSTM_T100_n30.hidden_states.txt │ ├── aaai_crc_LSTM_T100_n30.options.txt │ ├── aaai_crc_LSTM_T100_n30.timing.txt │ ├── aaai_crc_LSTM_T100_n30.train.txt │ ├── aaai_crc_LSTM_T100_n30.vali.txt │ ├── aaai_crc_complex_RNN_T100_n128.options.txt │ ├── aaai_crc_complex_RNN_T100_n128.timing.txt │ ├── aaai_crc_complex_RNN_T100_n128.train.txt │ ├── aaai_crc_complex_RNN_T100_n128.vali.txt │ ├── aaai_crc_tanhRNN_T100_n30.options.txt │ ├── aaai_crc_tanhRNN_T100_n30.timing.txt │ ├── aaai_crc_tanhRNN_T100_n30.train.txt │ ├── aaai_crc_tanhRNN_T100_n30.vali.txt │ ├── aaai_crc_tanhRNN_T100_n30.vali_trace.png │ ├── aaai_crc_tanh_uRNN_T100_n30.options.txt │ ├── aaai_crc_tanh_uRNN_T100_n30.timing.txt │ ├── aaai_crc_tanh_uRNN_T100_n30.train.txt │ ├── aaai_crc_tanh_uRNN_T100_n30.vali.txt │ ├── aaai_crc_tanh_uRNN_T100_n30.vali_trace.png │ ├── beta1.05_tanh_3_uRNN_T100_n30.options.txt │ ├── beta1.05_tanh_3_uRNN_T100_n30.timing.txt │ ├── beta1.05_tanh_3_uRNN_T100_n30.train.txt │ ├── beta1.05_tanh_3_uRNN_T100_n30.vali.txt │ ├── gradtestlong_tanh_uRNN_T100_n30.all.longgrads.png │ ├── gradtestlong_tanh_uRNN_T100_n30.hidden_gradients.txt │ ├── gradtestlong_tanh_uRNN_T100_n30.hidden_states.txt │ ├── gradtestlong_tanh_uRNN_T100_n30.longgrads.png │ ├── gradtestlong_tanh_uRNN_T100_n30.options.txt │ ├── gradtestlong_tanh_uRNN_T100_n30.test.longgrads.png │ ├── gradtestlong_tanh_uRNN_T100_n30.timing.txt │ ├── gradtestlong_tanh_uRNN_T100_n30.train.txt │ └── gradtestlong_tanh_uRNN_T100_n30.vali.txt ├── serialise_mnist.py ├── test_hadamard.py ├── unitary.py ├── unitary_learning_experiment.py ├── unitary_np.py ├── utils.py └── vis ├── aaai_crc.R ├── adding_vis.R ├── bootstrap.R ├── g10_grads_models_memory.R ├── g10b_grads_models_memory.R ├── g1_statesize.R ├── g2_lambda0.R ├── g3_lr.R ├── g4_statesize.R ├── g5_mnist_nonlinearity.R ├── g6_samestatesize.R ├── g7_grads_nonlinearity_adding.R ├── g8_grads_models_adding.R ├── g8b_grads_models_adding.R ├── 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