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NSM
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Neural Stored-program Memory
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README.md
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NSM
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# NSM source code for Neural Stored-program Memory arXiv version: https://arxiv.org/abs/1906.08862 ICLR version: https://openreview.net/forum?id=rkxxA24FDr code reference for NTM tasks: https://github.com/vlgiitr/ntm-pytorch code reference for babi: https://github.com/JoergFranke/ADNC # Single tasks run command examples for training long Copy ``` NTM baseline: python train_toys.py -task_json=./tasks/copy_long_ntm.json NUTM: python train_toys.py -task_json=./tasks/copy_long.json ``` for training Repeat Copy ``` NTM baseline: python train_toys.py -task_json=./tasks/repeatcopy_ntm.json NUTM: python train_toys.py -task_json=./tasks/repeatcopy.json ``` for testing long Copy ``` NTM baseline: python evaluate_toys.py -task_json=./tasks/copy_long_ntm.json NUTM: python evaluate_toys.py -task_json=./tasks/copy_long.json ``` # Sequencing tasks training ``` NTM baseline: python train_toys.py -task_json=./tasks/mix_cp_repeatcp_ntm.json -batch_size=16 NUTM: python train_toys.py -task_json=./tasks/mix_cp_repeatcp.json -batch_size=16 ``` # Babi task (branch babi) training ``` cd scripts python start_training.py ``` testing ``` python inference_babi_task.py ```
