├── LICENSE ├── README.md ├── catbAbI ├── README.md ├── datasets │ └── catbAbI_v1_2.py ├── download_and_preprocess.sh ├── fwm_catbabi_lm.sh ├── fwm_catbabi_ra.sh ├── learning_curve.png ├── main.py ├── models │ └── lm_fwm.py ├── preprocess │ └── process_catbAbI.py ├── req.txt ├── trainers │ └── catbAbI_trainer.py └── utils │ └── lib.py ├── language-modelling ├── fwm │ ├── Compare FWM and LSTM (vertical).ipynb │ ├── Compare FWM and LSTM.ipynb │ ├── FWM-README.md │ ├── OpusHdfsCopy.py │ ├── data.py │ ├── embed_regularize.py │ ├── eval.py │ ├── extract_losses.py │ ├── finetune.py │ ├── generate.py │ ├── getdata.sh │ ├── locked_dropout.py │ ├── logs_ptb │ │ ├── eval_fwm_ptb_141.out │ │ ├── eval_fwm_ptb_142.out │ │ ├── eval_fwm_ptb_143.out │ │ ├── losses_FWMRNNv2.pt │ │ ├── losses_LSTM.pt │ │ ├── results_ptb_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime765_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed141.txt │ │ ├── results_ptb_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime765_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed142.txt │ │ ├── results_ptb_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime765_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed143.txt │ │ ├── run_fwm_ptb_141.out │ │ ├── run_fwm_ptb_142.out │ │ └── run_fwm_ptb_143.out │ ├── logs_wt2 │ │ ├── eval_fwm_wt2_1881.out │ │ ├── eval_fwm_wt2_1882.out │ │ ├── eval_fwm_wt2_1883.out │ │ ├── losses_FWMRNNv2.pt │ │ ├── results_wt2_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime1371_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed1881.txt │ │ ├── results_wt2_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime1371_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed1882.txt │ │ ├── results_wt2_model_SqUsq_FWMRNNv2_clip_cv2.0_none_single_i2c_full_asgdtime1371_agdiv1150_lr0.001_3l_1150h_0.5lstm_rngseed1883.txt │ │ ├── run_fwm_wt2_1881.out │ │ ├── run_fwm_wt2_1882.out │ │ └── run_fwm_wt2_1883.out │ ├── main.py │ ├── model.py │ ├── myfastweights_v2.py │ ├── mylstm.py │ ├── splitcross.py │ ├── utils.py │ └── weight_drop.py ├── transformer_xl_ptb │ ├── README.md │ ├── TFM │ │ ├── 20201012-163013 │ │ │ ├── log.txt │ │ │ └── scripts │ │ │ │ ├── train.py │ │ │ │ └── transformer_xl.py │ │ ├── 20201012-163033 │ │ │ ├── log.txt │ │ │ └── scripts │ │ │ │ ├── train.py │ │ │ │ └── transformer_xl.py │ │ └── 20201015-163730 │ │ │ ├── log.txt │ │ │ └── scripts │ │ │ ├── train.py │ │ │ └── transformer_xl.py │ ├── adaptive_softmax.py │ ├── data.py │ ├── embed_regularize.py │ ├── example_log.txt │ ├── getdata.sh │ ├── locked_dropout.py │ ├── train.py │ ├── transformer_xl.py │ ├── utils.py │ └── vocabulary.py └── transformer_xl_wt2 │ ├── LICENSE │ ├── README.md │ ├── getdata.sh │ ├── prep_text8.py │ ├── pytorch │ ├── LM-TFM-wt103-11 │ │ └── log.txt │ ├── LM-TFM-wt103-444 │ │ └── log.txt │ ├── LM-TFM-wt103-555 │ │ └── log.txt │ ├── LM-TFM-wt103-666 │ │ └── log.txt │ ├── README.md │ ├── data_utils.py │ ├── eval.py │ ├── mem_transformer.py │ ├── replicate_wt2.sh │ ├── run_enwik8_base.sh │ ├── run_enwik8_large.sh │ ├── run_lm1b_base.sh │ ├── run_lm1b_large.sh │ ├── run_text8_base.sh │ ├── run_text8_large.sh │ ├── run_wt103_base.sh │ ├── run_wt103_large.sh │ ├── train.py │ └── utils │ │ ├── adaptive_softmax.py │ │ ├── data_parallel.py │ │ ├── exp_utils.py │ │ ├── log_uniform_sampler.py │ │ ├── proj_adaptive_softmax.py │ │ └── vocabulary.py │ └── tf │ ├── README.md │ ├── avg_checkpoints.py │ ├── data_utils.py │ ├── gpu_utils.py │ ├── model.py │ ├── scripts │ ├── enwik8_base_gpu.sh │ ├── enwik8_large_tpu.sh │ ├── lm1b_base_gpu.sh │ ├── lm1b_large_tpu.sh │ ├── text8_base_gpu.sh │ ├── text8_large_tpu.sh │ ├── wt103_base_gpu.sh │ └── wt103_large_tpu.sh │ ├── sota │ ├── download.sh │ ├── enwik8.sh │ ├── lm1b.sh │ ├── text8.sh │ └── wt103.sh │ ├── tpu_estimator.py │ ├── train.py │ ├── train_gpu.py │ └── vocabulary.py └── metaRL ├── README.md ├── RL_paper_plot.png ├── graph_sample.png ├── myfastweights.py ├── paper_logs ├── testrewards_fwm_h32_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed99156249.txt ├── testrewards_lstm_h1024_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed5208824.txt ├── testrewards_lstm_h2048_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed85232837.txt ├── testrewards_lstm_h4096_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed27354107.txt ├── testrewards_lstm_h512_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed13720299.txt ├── trainrewards_fwm_h32_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed99156249.txt ├── trainrewards_lstm_h1024_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed5208824.txt ├── trainrewards_lstm_h2048_m16_graph5,3_r10.0_p0.05_lr0.001_steps30_periods1_batch600,1_dataseed666_modelseed85232837.txt ├── 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