├── .gitignore ├── LICENSE ├── README.md ├── docs └── index.rst ├── examples ├── README.md ├── bsp │ ├── session_gap.cfg │ ├── session_lstm_2gpu.cfg │ ├── session_multi_node.cfg │ ├── session_single_node.cfg │ ├── test_cifar10_cifar10.py │ ├── test_resnet_imagenet.py │ └── test_wresnet_cifar10.py ├── easgd │ └── test_easgd.py ├── gosgd │ └── test_gosgd.py └── speedup-n_workers.ipynb ├── reinstall.sh ├── setup.py ├── show ├── LSTM.png ├── show_inforec.py ├── show_inforecs.py ├── train.png ├── val.png ├── val_a.png └── val_g.png ├── test ├── README.md ├── test-alexnet │ ├── alex_net.py │ ├── alexnet.yaml │ ├── config.yaml │ ├── layers.py │ └── run.sh ├── test-bool-to-int │ └── test-bool.py ├── test-crop-layer │ └── test.py ├── test-exchanger │ ├── run_test_asa16.sh │ ├── run_test_asa32.sh │ ├── run_test_copper.sh │ ├── run_test_copper16.sh │ ├── run_test_nccl16.sh │ ├── run_test_nccl32.sh │ ├── test_asa16.py │ ├── test_asa32.py │ ├── test_copper.py │ ├── test_copper16.py │ ├── test_exchanger.py │ ├── test_fp16_convert.py │ ├── test_nccl16.py │ └── test_nccl32.py ├── test-paraload-cnmem │ ├── README.md │ ├── alexnet.yaml │ ├── config.yaml │ ├── iterator.py │ ├── proc_load_mpi.py │ ├── run_bsp_workers.sh │ └── set4theano.sh ├── test-recorder │ ├── cut_show.py │ └── inforec.pkl ├── test-server │ ├── README.md │ ├── client.py │ ├── ompi-server.txt │ ├── run_client.sh │ ├── run_server.sh │ ├── server.py │ └── set4theano.sh └── test-train-mode │ ├── mlp_base │ ├── README.md │ ├── __init__.py │ ├── logistic_sgd.py │ └── mlp.py │ ├── test-as-buffer │ ├── README.md │ ├── run_test.sh │ ├── test-mpi.py │ ├── test.py │ └── theano │ │ └── sandbox │ │ └── cuda │ │ └── cuda_ndarray.cu │ ├── test-avg-train │ ├── run_test.sh │ └── test.py │ ├── test-cdd-train │ ├── run_test.sh │ └── test.py │ └── test-forward_backward_equ_train │ ├── run_test.sh │ └── test.py └── theanompi ├── __init__.py ├── bin └── tmlauncher ├── easgd_server.py ├── easgd_worker.py ├── gosgd_worker.py ├── lib ├── __init__.py ├── base.py ├── exchanger.py ├── exchanger_strategy.py ├── helper_funcs.py ├── hwloc_utils.py ├── opt.py ├── proc_comm_mpi.py └── recorder.py ├── models ├── __init__.py ├── alex_net.py ├── alex_net_sc_outdated.py ├── be_model.py ├── cifar10.py ├── data │ ├── __init__.py │ ├── cifar10.py │ ├── imagenet.py │ ├── mnist.py │ ├── proc_load_mpi.py │ └── utils.py ├── googlenet.py ├── keras_model_zoo │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ └── cifar10.py │ └── wresnet.py ├── lasagne_model_zoo │ ├── README.md │ ├── __init__.py │ ├── data │ │ └── __init__.py │ ├── lsgan.py │ ├── lsgan_cifar10.gif │ ├── lsgan_cifar10.py │ ├── resnet152_outdated.py │ ├── resnet50.py │ ├── vgg16.py │ └── wgan.py ├── layers2.py ├── lstm.py ├── lstm_theanompi_outdated.py └── test_model.py ├── rules.py └── worker.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/uoguelph-mlrg/Theano-MPI/HEAD/.gitignore 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