Fork自 PaddlePaddle / Paddle
Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v1/trainer_config_helpers/activations","api/v1/trainer_config_helpers/attrs","api/v1/trainer_config_helpers/data_sources","api/v1/trainer_config_helpers/evaluators","api/v1/trainer_config_helpers/layers","api/v1/trainer_config_helpers/networks","api/v1/trainer_config_helpers/optimizers","api/v1/trainer_config_helpers/poolings","api/v2/config/activation","api/v2/config/attr","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/dist/README","design/multi_language_interface/why_plain_c","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v1/trainer_config_helpers/activations.rst","api/v1/trainer_config_helpers/attrs.rst","api/v1/trainer_config_helpers/data_sources.rst","api/v1/trainer_config_helpers/evaluators.rst","api/v1/trainer_config_helpers/layers.rst","api/v1/trainer_config_helpers/networks.rst","api/v1/trainer_config_helpers/optimizers.rst","api/v1/trainer_config_helpers/poolings.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/dist/README.md","design/multi_language_interface/why_plain_c.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]},"paddle.trainer_config_helpers":{attrs:[7,1,0,"-"],data_sources:[8,1,0,"-"]},"paddle.trainer_config_helpers.attrs":{ExtraAttr:[7,2,1,""],ExtraLayerAttribute:[7,3,1,""],ParamAttr:[7,2,1,""],ParameterAttribute:[7,3,1,""]},"paddle.trainer_config_helpers.attrs.ParameterAttribute":{set_default_parameter_name:[7,4,1,""]},"paddle.trainer_config_helpers.data_sources":{define_py_data_sources2:[8,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"],"2":["py","attribute","Python attribute"],"3":["py","class","Python class"],"4":["py","method","Python method"]},objtypes:{"0":"py:function","1":"py:module","2":"py:attribute","3":"py:class","4":"py:method"},terms:{"0000x":55,"00186201e":5,"00m":39,"02595v1":[10,16],"03m":39,"0424m":39,"0473v3":[11,17],"055ee37d":45,"05d":52,"0630u":39,"06u":39,"0810u":39,"08823112e":5,"0957m":39,"0ab":[10,16],"0rc1":27,"0rc2":[27,30],"0th":60,"10007_10":59,"10014_7":59,"100gb":39,"100gi":45,"10m":39,"1150u":39,"11e6":46,"12194102e":5,"124n":39,"13m":46,"1490u":39,"15501715e":5,"1550u":39,"15mb":55,"1636k":60,"16mb":55,"16u":39,"173m":53,"173n":39,"1770u":39,"18ad":45,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":46,"197u":39,"1gb":39,"1st":[50,53,59,60],"202mb":60,"210u":39,"211839e770f7b538e2d8":[11,17],"215n":39,"228u":39,"234m":53,"2520u":39,"252kb":55,"25639710e":5,"25k":55,"2680u":39,"27787406e":5,"279n":39,"27m":39,"285m":39,"2863m":39,"28m":39,"28x28":3,"2977m":39,"2cbf7385":45,"2nd":[10,16,59,60],"302n":39,"30u":39,"32777140e":5,"328n":39,"32u":39,"32x32":[20,52],"331n":39,"3320u":39,"36540484e":5,"365e":45,"36u":39,"3710m":39,"3768m":39,"387u":39,"38u":39,"3920u":39,"39u":39,"3rd":[57,59,60],"4035m":39,"4090u":39,"4096mb":42,"4279m":39,"43630644e":5,"43u":39,"448a5b355b84":46,"4560u":39,"4563m":39,"45u":39,"4650u":39,"4726m":39,"473m":46,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":42,"50bd":45,"50gi":45,"51111044e":5,"514u":39,"525n":39,"526u":39,"53018653e":5,"536u":39,"5460u":39,"5470u":39,"54u":39,"55g":60,"5690m":39,"573u":39,"578n":39,"5798m":39,"586u":39,"58s":46,"5969m":39,"6080u":39,"6082v4":[10,16],"6140u":39,"6305m":39,"639u":39,"655u":39,"6780u":39,"6810u":39,"682u":39,"6970u":39,"6ce9":45,"6node":40,"6th":60,"704u":39,"70634608e":5,"7090u":39,"72296313e":5,"72u":39,"73u":39,"75u":39,"760u":39,"767u":39,"783n":39,"784u":39,"78m":39,"7eamaa":20,"7kb":46,"8250u":39,"8300u":39,"830n":39,"849m":39,"85625684e":5,"861u":39,"864k":60,"8661m":39,"892m":39,"901n":39,"90u":39,"918u":39,"9247m":39,"924n":39,"9261m":39,"93137714e":5,"9330m":39,"94u":39,"9530m":39,"96644767e":5,"983m":39,"988u":39,"997u":39,"99982715e":5,"99m":53,"99u":39,"9f18":46,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":25,"\u4e0d\u4f7f\u7528c":25,"\u4e0d\u4f7f\u7528swig":25,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":25,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":25,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":25,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":25,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":27,"\u4e0e\u53ef\u80fd\u6709\u7684":27,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":25,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":25,"\u4e2a\u6027\u5316\u63a8\u8350":27,"\u4e2d":25,"\u4e2d\u5b8c\u5168\u4e00\u81f4":25,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4e66\u5199":25,"\u4ec5\u4ec5\u4f7f\u7528":25,"\u4ece":27,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":25,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":25,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":25,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":25,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":27,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":27,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":25,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":25,"\u4f7f\u7528":27,"\u4f7f\u7528\u52a8\u6001\u5e93":25,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":25,"\u4f7f\u7528c99\u505a\u63a5\u53e3":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":25,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":25,"\u4f7f\u7528regress":27,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":25,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":25,"\u4f7f\u7528void":25,"\u4f8b\u5982":[25,27],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":25,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":25,"\u4f8b\u5982\u5bf9\u4e8epython":25,"\u4f8b\u5982c":25,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":25,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":25,"\u4f8b\u5982python\u7684":25,"\u4f9d\u6b21\u7c7b\u63a8":27,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":25,"\u4fee\u590d\u6240\u6709bug\u540e":27,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":27,"\u4fee\u590dubuntu":27,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":27,"\u505a\u63a5\u53e3":25,"\u5176\u4e2d":[25,27],"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":27,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":25,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":25,"\u518d\u57fa\u4e8e":27,"\u5199\u4ee3\u7801":25,"\u51fd\u6570\u547d\u540d":25,"\u5206\u652f":27,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":27,"\u5206\u652f\u4e2d":27,"\u5206\u652f\u4e3a\u5f00\u53d1":27,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":27,"\u5206\u652f\u4e3a\u7a33\u5b9a":27,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":27,"\u5206\u652f\u5408\u5165":27,"\u5206\u652f\u5408\u5165master\u5206\u652f":27,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":27,"\u5206\u652f\u540d\u4e3a":27,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":27,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":27,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":27,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":27,"\u52a8\u6001\u5e93":25,"\u534f\u540c\u5b8c\u6210releas":27,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":25,"\u53c2\u6570":25,"\u53d1\u5e03\u5230dockerhub":27,"\u53d1\u5e03\u5230github":27,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":25,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":25,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":27,"\u540c\u65f6\u518d\u5c06":27,"\u540c\u65f6\u63d0\u8d77":27,"\u540d\u5b57\u4fee\u9970":25,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":27,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":25,"\u548c":[25,27],"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":25,"\u56fe\u50cf\u5206\u7c7b":27,"\u5728":27,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":27,"\u5728\u8fd9\u4e2a":27,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":27,"\u5728c":25,"\u5728c\u7684\u5934\u6587\u4ef6":25,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":25,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":25,"\u5982\u679c\u5931\u8d25":27,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":27,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":25,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":25,"\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u5b9e\u73b0\u7b80\u5355":25,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":25,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":25,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":25,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":25,"\u5bf9\u6bd4":25,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":27,"\u5c06":27,"\u5c06\u5927\u91cf\u7684":25,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":27,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":27,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":25,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":25,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":25,"\u5e76\u5220\u9664":27,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":25,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":27,"\u5efa\u8bae":27,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":27,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":27,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":27,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"\u5f97\u4f7f\u7528":25,"\u60c5\u611f\u5206\u6790":27,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u6216\u8005":25,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u63a5\u53e3":25,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":25,"\u6587\u4ef6":25,"\u6587\u4ef6\u5185\u5bb9\u4e3a":25,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":27,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":27,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":25,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":25,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":25,"\u662f\u56e0\u4e3ac99\u652f\u6301":25,"\u6700\u540e\u5220\u9664":27,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":25,"\u6709\u6807\u51c6\u7684":25,"\u6709\u7684\u65f6\u5019":25,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":27,"\u673a\u5668\u7ffb\u8bd1":27,"\u6765\u786e\u4fdd\u628a":25,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":25,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":27,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":25,"\u6bcf\u4e00\u4e2a":27,"\u6d4b\u8bd5docker\u955c\u50cf":27,"\u7248\u672c\u5206\u652f":27,"\u7248\u672c\u53f7":27,"\u7248\u672c\u53f7rc":27,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":27,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":25,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":25,"\u751f\u6210\u6587\u6863":25,"\u751f\u6210api\u6587\u6863":25,"\u7531\u4e8ec":25,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":25,"\u7684\u5934\u6587\u4ef6":25,"\u7684\u63a5\u53e3\u6837\u5f0f":25,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":25,"\u7684\u89c4\u8303":25,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":25,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":25,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":25,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":25,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":25,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":25,"\u7b2c\u4e00\u4e2atag\u4e3a":27,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":27,"\u7b2c\u4e8c\u4e2a\u4e3a":27,"\u7c7b\u540d\u548cc":25,"\u7c7b\u578b":25,"\u7ea2\u697c\u68a6":50,"\u7ed3\u8bba":25,"\u7f16\u8bd1\u5668\u6ca1\u6709":25,"\u7f16\u8bd1\u578b\u8bed\u8a00":25,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":27,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":27,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":27,"\u7f16\u8bd1ubuntu\u7684deb\u5305":27,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":25,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":25,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":25,"\u800c\u5bf9\u4e8egolang":25,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":25,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":25,"\u826f\u597d\u7684\u6587\u6863":25,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":25,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":25,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":27,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":27,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":27,"\u8bc6\u522b\u6570\u5b57":27,"\u8bcd\u5411\u91cf":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":27,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":27,"\u8fd9\u4e09\u4e2a\u5206\u652f":27,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":25,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":25,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":25,"\u8fd9\u662f\u56e0\u4e3a":25,"\u8fd9\u6837\u4fdd\u8bc1":27,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":25,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":27,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":25,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":25,"\u91cd\u547d\u540d\u6210":25,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":25,"\u9519\u8bef\u5904\u7406":25,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":25,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":25,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":27,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":25,"\u9700\u8981\u6ce8\u610f\u7684\u662f":27,"\ufb01xed":60,"abstract":[37,42],"api\u4e2d\u4f7f\u7528":25,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":27,"boolean":[10,16,25],"break":55,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":27,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":25,"c\u6709\u6807\u51c6\u7684abi":25,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":25,"case":[10,16,26,28,35,36,37,39,43,45,51,55],"char":57,"class":[5,7,10,12,14,15,16,17,18,19,20,22,23,25,41,52,59],"const":37,"deb\u5305":27,"deb\u5305\u7f16\u8bd1\u95ee\u9898":27,"default":[3,7,9,10,11,12,15,16,17,19,20,22,23,30,40,42,44,45,46,55,57,59,60],"export":[29,52],"final":[11,17,28,29,37,57,59],"float":[3,7,9,10,12,15,16,18,20,28,37,39,44,50,53,57],"function":[3,5,8,10,11,12,16,17,18,20,23,26,28,35,37,39,40,42,51,52,55,58,59,60],"golang\u53ef\u4ee5\u4f7f\u7528":25,"golang\u7684":25,"h\u5e76\u4e0d\u56f0\u96be":25,"import":[3,5,9,10,16,23,28,35,39,45,50,51,52,53,55,57,59,60],"int":[3,7,9,10,11,12,15,16,17,20,25,26,37,44,55,57,58],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":25,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":27,"long":[2,10,11,16,17,20,30,39,58,59],"model\u505a\u5206\u652f\u7ba1\u7406":27,"new":[3,10,16,20,24,26,36,38,45,46,51,55,58,59],"note\u7684\u4e66\u5199":27,"null":[10,37,42,57],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":25,"paddle\u4f7f\u7528git":27,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":25,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":25,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":27,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":27,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":27,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":27,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":25,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":25,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":25,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":25,"patch\u53f7":27,"patch\u53f7\u52a0\u4e00":27,"public":[20,37,40,45,46,59],"release\u9875\u9762":27,"return":[3,8,9,10,11,16,17,19,20,22,23,28,35,37,45,51,53,55,56,57,60],"short":[10,11,16,17,28,57,58,59],"static":[10,45],"super":37,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":25,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":25,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"swig\u76f4\u63a5\u8bfb\u53d6c":25,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":25,"switch":[45,59],"tag\u4e3a":27,"throw":45,"true":[3,7,9,10,11,12,15,16,17,19,20,22,23,26,28,35,37,42,44,45,53,57,58,59,60],"try":[12,18,24,26,39,51,57],"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":27,"void":[25,37],"while":[2,3,7,9,15,20,26,30,35,42,51,55,59,60],AGE:[45,46],AND:57,ARE:57,AWS:[38,47,48],Abs:6,Age:56,And:[3,9,10,12,16,18,20,26,30,32,36,44,45,46,50,53,57,59,60],But:[3,10,11,16,17],EOS:[10,16],For:[2,3,8,9,10,12,16,18,20,23,26,28,29,30,35,37,39,40,41,42,44,50,52,53,55,59,60],Going:59,Has:3,IDs:[20,55],Ids:55,Into:45,Its:[3,35,45,57],Not:[23,24,40],ONE:3,One:[9,10,11,17,22,35,37,42,51,55,59,60],QoS:46,THE:3,TLS:[23,45],That:[10,16,20,26,30,42,44],The:[2,3,5,7,8,9,10,11,12,14,15,16,17,18,20,22,23,24,26,28,29,30,31,32,35,36,37,39,40,42,44,45,46,50,51,52,53,55,56,57,58,59,60],Their:[3,10,16,24],Then:[5,10,29,30,35,36,37,39,45,46,50,52,57,58,59],There:[9,10,16,20,22,23,24,28,30,32,39,45,51,52,53,54,55,57,60],These:[40,44,52,58],USE:57,USING:57,Use:[3,23,26,37,39,42,43,45,57],Used:[11,17],Useful:3,Using:[46,59],VPS:45,WITH:36,Will:[20,22],With:[3,10,11,16,17,28,51,58],Yes:30,___fc_layer_0__:45,__init__:37,__list_to_map__:57,__main__:53,__meta__:57,__name__:53,__rnn_step__:35,_error:51,_link:[11,17],_proj:[10,16],_res2_1_branch1_bn:53,_source_language_embed:[35,50],_target_language_embed:[35,50],aaaaaaaaaaaaa:45,abc:[10,16],abl:[10,16,23,51,59],about:[5,10,11,16,17,28,30,39,41,42,45,49,58,59,60],abov:[3,5,10,16,23,24,28,30,39,45,46,51,53,55,58],abs:[11,17,51],absolut:[2,40],academ:56,acceler:44,accept:[3,5,20,23,26,55,58],acceptor:58,access:[2,10,11,17,23,30,35,60],accessmod:45,accident:56,accomplish:30,accord:[2,3,9,10,16,35,36,40,41,42,44],accordingli:[5,37],accordingto:58,accrod:[11,17],accumul:24,accuraci:[9,37,55,56,59],achiev:[39,52],ack:42,acl:59,aclimdb:59,across:[10,16],act:[10,11,16,17,28,35,55],act_typ:55,action:[45,56],activ:[0,4,5,10,11,16,17,21,28,29,37,42,55,59],activi:[11,17],actual:[3,10,16,28],adadelta:[12,55],adagrad:[12,55],adam:[12,23,55,59,60],adamax:[12,55],adamoptim:[50,55,59,60],adapt:[9,12,18,28,59,60],add:[3,10,11,16,17,20,28,29,36,37,39,44,55,57],add_input:37,add_test:37,add_to:[10,16],add_unittest_without_exec:37,addbia:37,added:[3,9,37],adding:53,addit:[10,11,16,17,30,55],address:[24,30,39,42],addrow:37,addtion:40,addto:10,addtolay:[10,16],adject:59,adjust:28,admin:56,adopt:58,advanc:[35,39,42],advantag:[30,59],adventur:56,adverb:59,adversari:26,advic:39,affect:[10,16],afi:3,aforement:40,after:[10,16,20,29,32,35,37,40,42,44,45,46,51,52,53,55,57,58,59,60],again:[23,24,39],against:45,age:[20,57],agg_level:[10,16],aggreg:45,aggregatelevel:[10,16],aid:39,aim:[59,60],aircraft:60,airplan:52,aistat:[10,16],alex:[10,16,59],alexnet_pass1:44,alexnet_pass2:44,algorithm:[10,12,16,18,28,35,50,52,59,60],alia:[6,7,13,14,15],align:[10,11,16,17,20,60],all:[0,3,7,9,10,12,15,16,18,23,24,28,30,35,36,37,39,40,41,42,44,45,46,50,51,53,55,56,57,58,59,60],alloc:[7,15,37,44],allow:[23,30,36,37,39,42,45,55],allow_only_one_model_on_one_gpu:[41,42,44],almost:[11,17,28,40,50],along:59,alreadi:[24,30,39,40,42,45,46,59],alreali:[41,60],also:[2,3,9,10,11,16,17,20,23,26,29,30,35,37,39,40,46,51,52,53,55,58,59],although:28,alwai:[5,10,11,16,17,22,26,28,42,45,60],amaz:52,amazon:[45,46,55,59],amazonaw:45,amazonec2fullaccess:45,amazonelasticfilesystemfullaccess:45,amazonroute53domainsfullaccess:45,amazonroute53fullaccess:45,amazons3fullaccess:45,amazonvpcfullaccess:45,ambigu:[26,58],amd64:45,amend:36,american:52,among:[45,59],amount:[39,59],analysi:[28,39,54,58],analyz:[55,59],andd:45,ani:[2,3,10,11,16,17,20,23,24,26,35,36,39,45,55,57,60],anim:56,annot:58,annual:58,anoth:[3,10,16,23,30,42,45,58,59],ans:45,answer:[28,45,58],anyth:[20,26,36,45,58],api:[16,20,22,23,27,29,37,39,45,49,51,55,57,59],apiserv:45,apivers:[45,46],apo:60,appar:60,appear:58,append:[3,22,26,35,37,40,57],append_gradient_machin:22,appleclang:29,appleyard:39,appli:[0,10,11,16,17,35,37,52,55],applic:[30,39,45,46,59],appreci:[36,59],approach:[10,16],apt:[29,32,52],arbitrari:10,architectur:[50,58,59,60],architecur:59,archiv:[20,25],arg:[3,8,9,10,11,12,16,17,20,28,41,51,52,53,55,57,58,59],arg_nam:[10,16],argu:58,argument:[3,5,8,10,16,20,35,37,42,43,50,51,52,53,57,58,59,60],argv:53,arn:45,around:[3,10,16,45],arrai:[5,10,16,20,22,26,28,53],art:[28,58],articl:[40,46],artifact:45,artifici:51,artist:56,arxiv:[10,11,16,17,51,59],ask:24,aspect:59,assign:[10,42,45],associ:[58,59,60],assum:[10,16,35,44,50],assur:2,astyp:[26,51],async:[12,24,41],async_count:42,async_lagged_grad_discard_ratio:42,async_lagged_ratio_default:[41,42],async_lagged_ratio_min:[41,42],asynchron:[24,42],atla:29,atlas_root:29,attenion:[11,17],attent:[10,11,17,30,60],attitud:59,attr:[7,11,15,16,17],attribut:[3,4,10,11,16,17,21,37,50,58],auc:[9,41],aucvalidationlay:42,authent:45,author:[45,53],authorized_kei:40,autmot:36,auto:[25,37,39,54,57],autom:[45,60],automak:29,automat:[10,16,23,29,35,37,40,41,42,45,57,58,60],automaticli:[10,16],automobil:52,avail:[24,29,45],availabel:29,averag:[9,10,12,16,19,42,53,55,57,58,59,60],average_test_period:[41,42,58],average_window:59,averagepool:[10,16],avg:[13,39,55],avgcost:[9,55,57,59,60],avgpool:[10,16,55],avoid:[24,39],avx:[29,30,32],await:46,awar:[23,24,30,45],aws_account_id:45,awsaccountid:45,awskeymanagementservicepowerus:45,b2t:50,b363:46,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:46,ba5f:45,back:[3,24,30],background:33,backward:[10,11,14,16,17,35,37,42,44],backward_first:35,backwardactiv:37,bag:[55,59],baidu:[0,10,16,28,32,36,46,50],baik:50,balanc:[42,45,51],balasubramanyan:59,bank:58,bardward:[11,17],bare:46,barrier:42,barrierstatset:39,base:[6,12,16,17,19,20,23,28,32,35,36,37,39,40,42,45,50,51,55,57,59,60],baseactiv:[10,11],baseev:22,basematrix:37,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,22,57],bash:[30,45,46],bashrc:29,basic:[3,10,22,30,36,37,55,56,59],batch:[3,9,10,11,12,16,17,18,20,22,23,24,37,40,42,45,46,51,52,53,55,57,58,59,60],batch_0:53,batch_id:22,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:26,batch_siz:[3,12,20,22,28,40,50,51,52,55,57,59,60],batchsiz:[10,16,37],bcd:[10,16],bcebo:20,beam:[10,35,42,58,60],beam_gen:[10,35],beam_search:[22,35],beam_siz:[10,35,41,42,44],beamsiz:60,becaus:[5,10,16,20,23,24,26,35,36,37,44,45,52,55,58],becom:[36,39],been:[3,29,36,52,55,58,59,60],befor:[5,10,11,16,17,24,26,30,36,40,45,52,57,59,60],begin:[5,9,10,37],beginiter:[22,23],beginn:35,beginpass:[22,23],begintrain:23,behavior:39,being:[24,26,51],belong:[10,16,60],below:[3,10,16,20,24,26,35,37,39,40,45,51,52,55,57],benefit:[11,17],bengio:[10,16],bertolami:59,besid:[2,10,16,20,60],best:[8,10,16,29,30,42,55,57,59,60],best_model_path:58,besteffort:46,beta1:[12,18],beta2:[12,18],beta:53,better:[10,11,16,17,28,40,45,51,57],between:[10,12,16,18,24,28,36,45,51,55,56,59,60],bgr:53,bi_lstm:[11,17],bia:[10,11,12,16,17,18,35,37,53],bias:[10,16,37],bias_attr:[10,11,16,17,28,35],bias_param_attr:[11,17],biases_:37,biasparameter_:37,biassiz:37,bidi:46,bidirect:[11,17,35,58,60],bidirectional_lstm_net:59,big:39,bigger:24,biggest:59,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:39,bin:[29,30,40,45,46,57],binari:[3,9,10,16,20,39,45,50,55,59],bird:52,bison:29,bit:55,bitext:60,bla:29,blank:[10,16,45],block:[10,16,28,37,39,42,53,59],block_expand:10,block_i:[10,16],block_x:[10,16],blog:59,bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:59,book:20,bool:[3,7,9,10,11,12,15,16,17,19,20,37,42,44,55,57,59],boot:[10,35],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,35],boot_with_const_id:10,bootstrap:29,bos_id:[10,35],both:[0,7,10,11,14,15,16,17,23,24,30,35,37,39,45,51,53,55],bottleneck:[39,53],bottom:59,bow:[55,59],box:39,branch:[10,16,23,27,36],breadth:[42,60],brelu:6,brendan:59,brew:29,briefli:39,broadcast:24,brows:30,browser:[30,45],bryan:59,bucket_nam:45,buf_siz:20,buffer:[3,20,26,42],buffered_read:26,bug:45,bui:59,build:[0,20,28,30,33,42,45,47,48,50,52,53,55,57,59,60],build_dict:20,built:[0,29,30,51,58],bunch:[39,55],bunk:59,button:[36,45],c11:25,c99e:45,cach:[55,57,58],cache_pass_in_mem:[3,55,57,58],cachetyp:[3,55,57,58],calc_batch_s:[3,58],calcul:[3,9,10,11,12,16,17,18,24,35,37,39,42,44,51,57],call:[3,10,11,16,17,23,28,35,37,39,42,45,52,53,55,59,60],callabl:[3,10,20],callback:37,caller:45,caltech:52,can:[2,3,5,7,8,9,10,11,15,16,17,20,23,24,26,28,29,30,32,35,36,37,39,40,41,42,44,45,46,50,51,52,53,55,57,58,59,60],can_over_batch_s:[3,58],candid:[10,16],cannot:37,caoi:60,capabl:[29,59],capac:45,caption:[28,60],captur:[28,40],card:40,care:[11,17,26,41,42,56],carefulli:[40,42,53],cat:[30,52,53,59],categor:58,categori:[10,16,20,24,55,59],categorig:20,categoryfil:46,caus:24,caution:[45,46],ccb2_pc30:60,cde:[10,16],cdn:20,ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17,59],center:3,ceph:46,certain:[2,41,58],certif:[23,45],cffi:25,cfg:46,cgo:25,chain:[20,37],challeng:24,chanc:[23,37,55],chang:[10,20,26,28,30,35,36,37,39,42,45,55,59],channel:[10,16,39,40,53],channl:[40,53],char_bas:57,charact:[55,57],character:28,characterist:[44,52],check:[3,20,28,29,30,36,42,44,45,56],check_align:20,check_eq:37,check_fail_continu:3,check_l:37,check_sparse_distribution_batch:[41,42],check_sparse_distribution_in_pserv:[41,42],check_sparse_distribution_ratio:[41,42],check_sparse_distribution_unbalance_degre:[41,42],checkgrad:42,checkgrad_ep:42,checkout:36,children:56,chines:54,chmod:[29,45],choic:[30,56],choos:[42,55,57],chosen:[2,56,60],chunk:[9,51,58],chunk_schem:9,chunktyp:9,cifar:[51,52],cifar_vgg_model:52,claim:45,claimnam:45,clang:[25,29,30,36],class1:59,class2:59,class_dim:59,classfic:[53,59],classfiic:52,classic:[10,16,28],classif:[3,5,10,16,44,53,54,55,59,60],classifc:59,classifi:[9,51,52,53,55,59],classification_cost:[52,55],classification_error_evalu:[51,55,59,60],classification_threshold:9,claster:45,clean:[5,57],cleric:56,cli:45,click:[36,39,45],client:36,clip:[7,12,15,42,55,59],clock:[10,16],clone:[29,30],close:[3,26],closer:28,cloud:24,cls:55,cludform:45,cluster:[23,24,41,42,46,55,60],cluster_train:40,cm469:45,cmake3:29,cmake:[29,37,39],cmakelist:37,cmd:46,cna:[10,16],cname:45,cnn:[46,53,55],code:[0,3,5,16,20,23,26,28,29,30,31,35,37,38,39,40,45,46,51,55,56],coeff:[10,16],coeffici:[10,16],collabor:24,collect:[10,16,20,22,28,56],collectbia:37,colleg:56,color:[52,53],colour:20,column:[9,10,16,26,37,50,60],colunm:60,com:[10,11,16,17,20,29,30,32,36,45,46,53],combin:[10,11,16,17,20,22,51,57,59],come:59,comedi:56,comma:[42,50],command:[2,5,28,29,30,32,36,37,38,39,40,45,46,47,48,50,51,52,53,57,58,59],commandlin:[39,59],commenc:55,comment:[11,17,36,55,59],commnun:40,common:[35,37,41],common_util:[40,57],commonli:[35,39,44],commun:[0,24,37,40,45],compani:59,compar:[37,51,55],compat:3,compet:59,competit:51,compil:[29,30,36,37],complet:[0,5,10,11,16,17,20,22,24,37,45,46,55],complex:[2,3,11,17,26,35,39,55],complic:[10,16],compon:37,compos:[20,23,51,58],composenotalign:20,comput:[10,11,16,17,23,24,28,29,30,35,37,39,44,45,55,57,58,59],computation:35,conat:16,conat_lay:10,concat:[10,60],concat_lay:35,concaten:[11,17],concept:[3,23,30,35],concern:23,concurr:24,concurrentremoteparameterupdat:42,condit:[10,16,35,40,46,60],conduct:39,conf:[5,10,16,40,50,51,53,60],conf_paddle_gradient_num:45,conf_paddle_n:45,conf_paddle_port:45,conf_paddle_ports_num:45,conf_paddle_ports_num_spars:45,confid:59,config:[3,7,10,11,15,16,17,28,37,40,41,42,45,46,50,51,52,53,55,59,60],config_:42,config_arg:[41,42,44,53,55,58,59],config_bas:[16,17,22],config_fil:58,config_gener:[40,57],config_lay:37,config_pars:[5,37],configur:[1,2,3,5,8,10,16,28,34,36,37,39,42,50,52,53,59,60],conflict:36,confront:60,congest:42,conll05st:58,conll:[20,58],connect:[2,11,17,28,37,45,46,51,52,53,55,57,59],connectionist:[10,16,59],connor:59,consequ:[10,11,16,17],consid:[9,10,12,16,18,29,30,39,44,52],consider:[3,11,17],consist:[10,16,20,26,52,53,55,58,60],consol:[39,45],constant:37,construct:[3,5,23,35,57],construct_featur:57,constructor:37,consum:[24,59],contact:24,contain:[3,8,9,10,11,16,17,19,20,22,23,31,32,35,36,40,45,52,53,55,56,59,60],containerport:45,contemporan:59,content:[46,58,59],context:[10,11,16,17,20,35,50,55,57,58,59,60],context_attr:[11,17],context_len:[10,11,16,17,55,57],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,57],context_start:[10,11,16,17,55],contibut:36,contin:45,continu:[3,24,32,42],contrast:[10,16,60],contribut:[0,31,38,59],contributor:0,control:[7,15,42,45,46,60],conv:[11,17],conv_act:[11,17],conv_attr:17,conv_batchnorm_drop_r:[11,17],conv_bias_attr:[11,17],conv_filter_s:[11,17],conv_layer_attr:11,conv_num_filt:[11,17],conv_op:[10,16],conv_pad:[11,17],conv_param_attr:[11,17],conv_shift:10,conv_strid:[11,17],conv_with_batchnorm:[11,17],conveni:[23,40],converg:[40,51,59],convert:[3,5,20,26,35,50,52,53,55,57],convlay:[10,16],convolut:[10,11,16,17,51,53,57],convoper:[10,16],convtran:[10,16],convtranslay:[10,16],cool:[3,36],copi:[22,23,45,51,57],copy_shared_paramet:51,copytonumpymat:51,core:[3,7,15,42,60],coreo:45,corespond:58,corpora:60,corpu:[20,58],correct:[3,9,10,16,37,45],correctli:[9,20,37,51],correl:[28,52,59],correspoind:23,correspond:[3,5,23,28,35,37,52,56,58,59,60],corss_entropi:23,cos:[10,16],cos_sim:57,cosin:[10,16,57],cost:[5,12,18,22,23,28,42,51,55,57,59,60],cost_id:10,could:[3,5,9,10,16,20,22,23,26,30,39,40,45,55,57],count:[24,26,39,42,44,46,50,57,58,59,60],counter:24,coupl:28,coverag:29,coveral:29,coveralls_uploadpackag:29,cpickl:[53,57],cpp:[25,36,37,39,55,57,60],cpu:[2,3,7,10,15,16,27,29,32,39,42,46,51,58,59,60],cpuinfo:30,craftsman:56,crash:[24,39,40,42],crazi:40,creat:[5,7,10,15,16,20,22,23,24,28,29,30,37,40,42,50,51,52,60],create_bias_paramet:37,create_input_paramet:37,createargu:51,createfromconfigproto:[5,51],createstack:45,creation:45,creationd:45,creator:20,credit:51,cretor:20,crf:[10,58],crf_decod:10,crime:56,critic:59,crop:53,crop_siz:53,cross:[10,16,55,58],cross_entropi:[16,23,51],cross_entropy_with_selfnorm:16,csc:37,cslm:60,csr:37,csv:56,ctc:10,ctc_layer:9,ctest:30,ctrl:[40,57],ctx:58,ctx_0:58,ctx_0_slot:58,ctx_n1:58,ctx_n1_slot:58,ctx_n2:58,ctx_n2_slot:58,ctx_p1:58,ctx_p1_slot:58,ctx_p2:58,ctx_p2_slot:58,cub:52,cuda:[29,30,32,39,40,42],cuda_dir:[41,42],cudaconfigurecal:39,cudadevicegetattribut:39,cudaeventcr:39,cudaeventcreatewithflag:39,cudafre:39,cudagetdevic:39,cudagetdevicecount:39,cudagetdeviceproperti:39,cudagetlasterror:39,cudahostalloc:39,cudalaunch:39,cudamalloc:39,cudamemcpi:39,cudaprofilerstart:39,cudaprofilerstop:39,cudaruntimegetvers:39,cudasetdevic:39,cudasetupargu:39,cudastreamcr:39,cudastreamcreatewithflag:39,cudastreamsynchron:39,cudeviceget:39,cudevicegetattribut:39,cudevicegetcount:39,cudevicegetnam:39,cudevicetotalmem:39,cudnn:[10,16,19,29,32,42],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[41,42],cudnn_convt:[10,16],cudnn_dir:[41,42],cudrivergetvers:39,cuinit:39,cumul:[10,16],curl:[29,45],current:[3,10,12,16,24,28,30,35,36,37,40,42,45,55,59,60],current_word:35,currentcost:[9,55,57,59,60],currentev:[9,55,57,59,60],curv:[23,52,58],custom:[2,3,23,37,45,56,59],custom_batch_read:26,cutoff:20,cycl:24,cyclic:[10,16],cython:25,d3e0:45,daemon:30,dai:60,daili:59,dalla:3,dan:58,danger:3,darwin:45,dat:[20,40,57],data:[1,2,3,5,8,11,12,17,18,22,23,24,29,30,33,37,39,40,41,42,44,47,53,56],data_batch_gen:51,data_dir:[50,52,59,60],data_feed:20,data_fil:28,data_initialz:55,data_lay:[3,9,28,35,51,52,55,57,58],data_nam:20,data_provid:8,data_read:[20,26],data_reader_creator_random_imag:26,data_sourc:[8,51],data_typ:[16,20],databas:[20,59],datadim:[10,16],datalay:[10,16],dataprovid:[2,8,28,35,40,57,58],dataprovider_bow:55,dataprovider_emb:55,dataproviderconvert:5,datasci:[10,16],dataset:[1,3,26,28,42,50,52,53,55,58,59],datasourc:[4,57],date:58,db_lstm:58,dcgan:51,dcmake_install_prefix:29,dead:24,deal:[36,51],deb:[31,32],debian:[30,31],debug:3,decai:[12,18,52],decid:[23,26],declar:[10,11,16,57],decod:[10,11,16,17,35,58,60],decoder_boot:35,decoder_group_nam:35,decoder_input:35,decoder_mem:35,decoder_prev:[11,17],decoder_s:35,decoder_st:[11,17,35],deconv:[10,16],deconvolut:[10,16],decor:[3,20,37],decreas:28,decrypt:45,deep:[0,10,16,28,30,39,51,52,53,55,58],deeper:[28,30,53],deer:52,def:[3,10,16,20,23,26,28,35,37,51,53,55,57,58],defalut:[10,16,42,44],default_devic:44,default_valu:44,defferenct:3,defin:[2,3,8,9,10,11,16,17,20,23,26,28,35,37,40,42,50,51,52,57,58],define_py_data_sources2:[3,8,28,52,53,55,57],defini:60,definit:[3,20,24,28,30,50,55,59],degre:[10,16],del:57,delai:42,delar:55,delet:24,deletestack:45,delimit:[9,56,57],demand:24,demo:[10,20,35,40,46,47,50,51,52,53,54,55,56,57,58,59,60],demograph:56,demolish:46,demonstr:[28,35,51,57],denot:[44,55,56,58],dens:[3,10,16,20,37,45,55,57],dense_vector:[3,5,16,20,28,57],dense_vector_sequ:20,depend:[24,28,30,32,40,44,52,56],deploi:[40,44],deploy:[40,45],deriv:[14,23],descent:[10,12,16,24],describ:[23,28,37,45,46,51,55,58],describestack:45,describestackev:45,describestackresourc:45,descript:[5,29,35,43,45,52,57],deseri:22,design:[3,10,16,20,25,59],desir:[24,45,46,50],destructor:37,detail:[3,5,7,10,11,12,15,16,17,18,35,36,37,39,40,43,44,45,46,50,51,53,55,57,59,60],detect:9,determin:[3,10,16,20,37,51],dev:[29,30,52,57,60],devel:29,develop:[0,27,29,36,41,42,60],deverlop:42,deviat:[7,15],devic:[7,15,42,60],deviceid:44,devid:[10,16,42],dez:59,dfs:11,diagnos:40,diagram:53,dict:[3,8,20,22,55,57,59,60],dict_dim:59,dict_fil:[9,35,55,58],dict_nam:8,dict_siz:20,dictionai:55,dictionari:[3,8,9,10,20,22,23,35,44,53,55,57,58,59,60],dictsiz:60,did:3,differ:[3,8,9,10,16,24,28,30,35,36,37,40,42,45,46,50,52,53,55,59,60],difficult:28,dig:[30,39,45],digit:[3,10,16],dim:[20,37,50,53,55,59],dimens:[10,14,16,19,20,37,44,50,55,57,59],dimension:[3,28,35,37,51,55],dimenst:50,dimes:[10,16],din:57,dir:[40,53,55,57,58,59,60],dirctori:30,direct:[10,11,16,17,30,53,58],directli:[2,3,11,17,28,30,40,46,59],directori:[2,29,30,36,39,40,42,46,52,53,55,57,58,59,60],diretcoti:53,dis_conf:51,dis_train:51,dis_training_machin:51,disabl:3,discard:[20,24,42],discount:[10,16],discov:[24,58],discoveri:45,discrep:39,discrimin:51,discriminator_train:51,discuss:23,disk:46,dispatch:[24,40,42],disput:60,dist_train:23,distanc:9,distibut:50,distinguish:[40,51,60],distribut:[10,16,29,38,46,47,48,51,55,58],distribute_test:[41,42],distributedli:37,disucss:23,divid:[12,18,41,52,60],diy_beam_search_prob_so:[41,42],dmkl_root:29,dns:45,do_forward_backward:26,doc:[5,11,17,20,29,30,40],docker:[27,31,45,47,48],docker_build:23,docker_push:23,dockerhub:30,doctor:56,document:[3,5,11,17,29,36,44,52,55,57,58,59],documentari:[3,56],doe:[3,5,11,17,24,26,28,32,35,37,39,55,57,58],doesn:[7,10,15,20,23,26,36,39,46,60],dog:[52,53],doing:39,domain:45,don:[11,17,23,26,28,45,59],done:[10,11,16,17,24,35,39,45,51,59],dopenblas_root:29,dot:[42,53,60],dot_period:[42,44,51,52,57,59,60],dotmuloper:[10,16],dotmulproject:[10,16],doubl:[3,29,42],down:[39,55],download:[20,24,30,32,51,52,55,58,59],download_cifar:52,downsampl:52,doxygen:[29,36],dpkg:32,drama:56,drop:3,drop_rat:[7,15],dropout:[7,10,15,16,37,55],dropout_lay:10,dropout_r:[11,17],drwxr:46,dtoh:39,dtype:[5,28,53],dubai:60,due:[56,57],duplic:56,durat:39,dure:[2,3,10,16,24,28,36,37,41,42,45,55,57,58,60],durn:3,dwith_doc:29,dwith_profil:39,dwith_tim:39,dynam:[2,3,26,29,39,42],dynamic_cast:37,each:[2,3,5,9,10,16,19,20,22,24,26,28,30,35,36,37,40,42,44,45,50,52,53,55,56,57,58,59,60],each_feature_vector:14,each_meta:57,each_pixel_str:3,each_sequ:[10,16],each_time_step_output:14,each_timestep:[10,16],each_word:3,eaqual:[10,16],eas:[20,26,53],easi:[0,26,30,37,40,55],easier:[23,26,37],easili:[23,26,28],echo:[30,57,59],edit:[9,30,45],editor:[30,36],edu:[20,45,46,52],educ:56,eeoi3ezpr86c:45,effect:[3,42,45],effici:[0,2,3,35,37],efg:[10,16],efs:45,efs_dns_nam:45,efsvol:45,eight:58,either:[10,16,20,22,23,39,55,57],elb:45,elbapis:45,elec:55,electron:[46,55],elem_dim:[10,16],element:[3,5,9,10,11,16,17,20,22,26,55,59,60],elif:[23,57],elimin:58,els:[10,23,30,37,53,55,57],emac:[30,36],emb:[46,55],embed:[10,23,35,54,57,59],embedd:58,embedding_lay:[35,55,57],embedding_nam:35,embedding_s:35,emphas:39,empir:[10,16],emplace_back:37,emploi:[35,56],empti:[9,20,24,28],emul:60,enabl:[3,7,15,39,40,42,45],enable_grad_shar:[41,42],enable_parallel_vector:42,enc_proj:[11,17,35],enc_seq:[11,17],enc_vec:35,encod:[11,17,35,60],encoded_proj:[11,17,35],encoded_sequ:[11,17,35],encoded_vector:35,encoder_last:10,encoder_proj:35,encoder_s:35,encrypt:45,encrypt_decrypt:45,end:[3,9,10,16,26,28,35,42,50,58,59,60],end_pass:23,enditer:[22,23],endpass:[22,23],endpoint:45,endtrain:23,engin:[0,39,56],english:[3,10,16,60],enjoi:30,enough:28,ensembl:[11,17],ensur:[3,24,37],enter:[30,56],entir:[10,11,16,17,59],entri:[20,37,45,56],entropi:[10,16,55,58],enumer:[10,14,55,57],enumerate_data_types_of_data_lay:20,env:[36,45],environ:[23,29,30,32,39,40,41,42,45,46,51,52,57],eol:36,eos:10,eos_id:[10,16,35],epel:29,epoch:56,epsilon:[12,18],equal:[10,11,12,16,17,24,42],equat:[10,11,12,16,17,18,30],equilibrium:51,equip:[29,35],equival:[10,16,23],error:[7,9,10,12,15,16,18,23,28,32,37,40,42,45,52,53,55,56,57,59,60],error_clipping_threshold:[7,15],errorr:9,especi:[3,11,17,58],essenc:23,essenti:[10,23,29,58,60],estat:28,estim:[10,16,23],eta:46,etc:[12,20,26,30,40,41,44,45,59,60],etcd:24,eth0:[40,45],ethternet:40,eval:[9,55,57,59,60],eval_bleu:60,evalu:[2,4,10,16,22,33,39,40,55,59,60],evaluate_pass:59,evaluator_bas:9,evalut:[28,60],even:[23,26,39,42,59],evenli:45,event:46,event_handl:[22,23],everi:[2,3,9,10,11,17,20,23,24,35,36,37,42,55,58,59,60],everyth:[28,30,36],exactli:[3,9,10,11,16,17,30,45,58],exampl:[2,3,8,9,10,11,12,16,17,18,20,22,26,28,29,30,35,37,39,40,41,42,44,45,46,52,53,54,55,59,60],exceed:10,except:[3,20,44,50,57,59],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exec:[30,42],execut:[24,37,39,45,56,58,59],exist:[23,24,26,37,42,45,56,59],exit:[42,46],exp:6,expand:[10,37,58,59,60],expand_a:[10,16],expand_level:[10,16],expandconvlay:[10,16],expandlevel:[10,16],expect:[10,16,39,59],expens:60,experi:44,expir:24,explain:[3,9,24,40,51,59],explan:[10,16,55,60],explanatori:[28,30],explicit:37,explicitli:[3,23],exploit:52,explor:10,exponenti:14,expos:[30,45],express:[23,45,59],extend:[0,57],extens:[12,56,57,60],extern:[3,25],extra:[10,11,15,16,17,28],extra_lay:22,extraattr:[7,15,44],extraattribut:[16,17],extraattributenon:16,extract:[10,16,45,52,58,59],extract_fea_c:53,extract_fea_pi:53,extract_para:50,extralayerattribut:[7,10,11,15],extralayeroutput:11,extrapaddl:17,extrem:[10,39],extremli:2,f120da72:46,f7e3:45,fa0wx:46,fabric:40,facotr:[10,16],fact:53,factor:[7,10,12,15,16,18],factori:25,fail:[3,42,44,46,52],failur:24,fake:51,fake_imag:26,fals:[3,7,9,10,11,12,15,16,17,18,20,26,28,35,37,42,44,46,50,55,57,58,59,60],false_label:26,false_read:26,famili:60,familiar:[3,28],fanscin:3,fantasi:56,fantast:55,far:0,farmer:56,fascinatingli:2,fast:[10,16,36,39],faster:[10,11,16,17,35,39,59],favori:30,favorit:36,favourit:30,fbd1f2bb71f4:46,fc1:[37,44],fc2:44,fc3:44,fc4:44,fc8a365:45,fc8a:45,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[28,37,44,55,57],fc_layer_nam:11,fc_mat:22,fc_name:17,fc_param_attr:[11,17],fclayer:37,fdata:58,fea:53,fea_output:53,feat:59,featur:[3,10,14,16,20,36,42,52,55,59,60],feature_map:57,feed:[11,17,20,22,23,28,59],feedback:0,feeder:20,feedforward:52,femal:56,fernan:59,festiv:3,fetch:[20,35,37],few:[3,24,26,30],fewer:10,fg0:[10,16],field:[10,16,22,39,45],figur:[23,35,37,39,50,51,52,53,58,59,60],file1:60,file2:60,file:[2,3,5,9,10,16,20,22,23,24,26,28,29,30,35,36,37,40,42,50,52,53,58,59,60],file_list:3,file_nam:[3,28,53,55,58],filenam:[3,57],filer:[10,16],filesystem:[30,45],fill:[10,16,24,45,55],film:56,filter:[10,16,53],filter_s:[10,11,16,17],filter_size_i:[10,16],finali:40,find:[10,12,18,24,30,39,52,59,60],fine:[7,15,57],fingerprint:45,finish:[3,24,30,40,45,46,52],finit:37,first:[3,10,16,20,23,24,28,30,32,35,36,37,39,42,44,45,50,51,52,53,55,57,58,59,60],first_seq:35,firstn:20,firstseen:46,fit:[2,20,36],five:[39,55],fix:[3,7,15,25,60],flag:[20,42,51,52,58],flexiabl:26,flexibl:[0,2,10,11,17,23,35],flight:60,float32:[5,20,26,28,51,53],floor:[10,16],flow:[27,36],fly:[28,55],fnt03:45,focu:[3,39],folder:[29,30,45,52,59,60],follow:[2,3,9,10,11,12,16,17,18,20,23,24,26,29,30,32,35,36,37,39,40,44,45,46,47,48,50,51,52,53,55,56,57,58,59,60],fool:51,forbid:23,force_load:25,forecast:59,forget:[12,18,23,59],form:[2,3,11,12,17,18,39,58],format:[2,3,9,28,36,37,42,45,50,52,56,57,59],former:[23,60],formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,35,36,37,44,51,58,59],forwardactiv:37,forwardtest:5,found:[3,5,10,16,29,35,51,52,55,59],four:[3,32,50,53,55,57,58,59],frame:9,framework:[23,37,53,55,59],free:[20,60],french:60,frequenc:[20,39,50,55,59],frequent:[26,40,60],frog:52,from:[0,3,5,10,11,16,17,20,22,24,26,28,30,33,35,36,37,39,40,42,44,45,46,50,51,52,53,55,56,57,58,59,60],from_timestep:[10,16],fromfil:[26,28,53],fulfil:39,full:[10,16,24,30,35,37],full_matrix_project:[11,17,35],fulli:[28,36,37,39,51,52,53,55,57,59],fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnect:50,fullyconnectedlay:37,func:20,fundament:28,further:10,fusion:57,gain:[10,16],game:51,gamma:53,gan:23,gan_train:51,gap:42,gate:[10,11,16,17,59],gate_act:[10,11,16,17],gate_recurr:[10,16],gather:[10,37,57],gauss:[7,15],gaussian:51,gcc:[25,29,30],gdebi:32,gen:[10,60],gen_conf:[51,60],gen_data:60,gen_result:60,gen_train:51,gen_training_machin:51,gen_trans_fil:35,gender:[20,56,57],gener:[2,3,5,9,10,11,16,17,20,22,23,24,26,28,29,30,39,40,42,44,45,50,53,54,55,57,59],generatedinput:35,generator_conf:51,generator_machin:51,generator_train:51,genert:3,genr:[56,57],gereat:9,get:[3,10,11,16,17,20,22,28,29,32,35,37,39,40,45,49,52,53,55,57,58,59],get_batch_s:58,get_best_pass:59,get_config_arg:[44,55,57,59],get_data:[46,55,58],get_dict:20,get_embed:20,get_imdb:59,get_input_lay:37,get_mnist_data:51,get_model:53,get_movie_title_dict:20,get_nois:51,get_output_attr:17,get_output_layer_attr:11,get_shap:22,get_training_loss:51,get_word_dict:20,getbatchs:37,getenv:23,getinput:37,getinputgrad:37,getinputvalu:37,getoutputgrad:37,getoutputvalu:37,getparameterptr:37,getsiz:37,getslotvalu:51,gettempl:45,gettranspos:37,getw:37,getweight:37,getwgrad:37,gfortran:29,gildea:58,gist:[11,17],git:[27,29,30,36],github:[10,11,16,17,29,30,32,53],give:[3,24,28,30,37,39,45,55],given:[3,20,22,26,37,42,51,55,58,59,60],global:[3,7,12,15,23,24,39,42,45,57,59],global_learning_r:[7,15],globalstat:39,globalstatinfo:39,globe:3,goal:[39,58],godoc:25,goe:[10,11,16,17,24,28],going:[55,59],good:[10,16,26,39,59,60],goodfellow13:[10,16],googl:23,googleapi:45,gpg2:45,gpg:45,gpu:[2,3,7,10,12,15,16,19,27,29,32,38,40,51,52,53,57,58,59,60],gpu_id:[42,44,51],gpugpu_id:41,grab:[24,59],grad:[42,56],grad_share_block_num:[41,42],gradient:[7,9,10,12,15,16,18,22,24,42,55,59],gradient_clipping_threshold:[7,12,15,55,59],gradient_machin:22,gradientmachin:[5,22,51,57,60],gradual:[28,39],grai:52,gram:[50,59],grant:45,graph:[10,22,24,50],graphviz:53,grave:59,grayscal:3,greater:[10,16],grep:[30,59],groudtruth:35,ground:[9,10,16,55,60],group:[11,17,59],group_id:57,group_input:35,grouplen:[20,56],gru:[10,16,35,55,60],gru_attr:17,gru_bias_attr:[11,17],gru_decod:35,gru_decoder_with_attent:35,gru_encoder_decod:[50,60],gru_layer_attr:11,gru_memori:[11,17],gru_siz:55,gru_step:[17,35],gru_step_lay:[11,35],grumemori:[11,17,35],gserver:[10,37],gsizex:39,guarante:37,guess:[28,59],gui:39,guid:[31,35,36,37,39,45,46,50,52,59,60],guidenc:28,gur_group:[11,17],gzip:46,hack:[31,40],hadoop:23,half:45,hand:[56,57,59],handl:[23,26,40,57,59],handler:22,handwrit:[3,59],hard:[45,55],hardwar:[30,39],has:[3,5,10,11,12,16,17,18,20,23,24,30,35,37,39,45,46,50,52,55,56,57,58,59,60],has_kei:22,have:[2,3,5,9,10,11,16,17,20,23,24,26,28,29,30,35,36,37,39,40,42,44,45,50,52,55,56,57,59,60],hdf:2,head:[36,50,59],header:[28,37,50,53,57],health:56,heavi:40,height:[10,16,20,25,26,37,52],held:24,hello:23,help:[3,5,36,40],helper:[8,10,11,16,17,37],here:[3,5,7,10,11,15,16,17,20,23,26,28,29,35,40,41,44,45,46,50,52,53,54,55,56,57,58,59,60],heurist:[10,42,60],hidden:[10,11,16,17,35,45,55,57,59],hidden_s:[11,17,57],hierarch:[10,16,35],high:[7,15,37,51],higher:2,highest:[20,60],highli:[2,3,20,35,44,57,59],him:23,hint:28,histor:59,hl_get_sync_flag:37,hold:[23,24,45],home:[40,45,46],homemak:56,hook:[3,57,58],hope:0,horizont:[10,16,53],horror:56,hors:52,horst:59,host:[29,30,40,45,46],hostnam:[40,45],hostpath:46,hostport:45,hot:57,hour:60,hous:[3,20,28,50],how:[2,3,7,10,15,16,23,24,28,35,40,42,45,46,49,52,53,55,57],howev:[3,11,17,26,28,35,36,41,42,45,59,60],hpp:25,html:[20,30,52],htod:39,http:[10,11,16,17,20,29,30,32,36,45,46,51,52,53,60],huber:[10,16],huge:[10,16,36],huina:59,human:60,hyper:[10,16,37],hyperplan:20,i0601:57,i0706:60,i0719:60,i1117:39,iamfullaccess:45,iamusersshkei:45,ib0:40,ics:20,icwsm:59,id_input:[9,35],idea:[10,16,26],ident:[28,30,45,56],identifi:[35,37],identityoffsetproject:[10,16],identityproject:[10,16],ids:[9,10,16,37,55,57],idx:37,ieee:59,ignor:[3,9,10,42,50],ijcnlp:59,illustr:[3,24,35,37,39,55],ilsvrc:53,imag:[3,19,20,23,26,28,31,44,45,47,48,51,53,54,60],image_a:26,image_b:26,image_classif:52,image_fil:26,image_lay:26,image_list_provid:53,image_nam:23,image_path:26,image_provid:52,image_reader_cr:26,image_s:53,imagenet:54,imagepullpolici:45,imageri:[10,16],images_reader_cr:26,imdb:56,imdber:59,img:[3,10,16,52],img_conv:17,img_conv_lay:11,img_featur:3,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:52,imgsiz:39,imgsizei:39,imgsizex:39,immedi:45,immutable_paramet:23,implement:[3,10,11,12,16,17,18,20,35,55,58],importerror:57,improv:[0,39,45,59,60],inbound:45,includ:[2,3,10,11,16,17,20,23,25,29,30,35,37,39,42,45,46,50,55,56,58,60],inconsist:56,incorrect:[10,16],increas:[24,42,60],increment:42,incupd:37,inde:[20,26,30],independ:[10,16,55],index:[3,9,10,16,19,20,22,24,35,40,45,57],indexslot:[10,58],indic:[3,9,10,16,28,40,45,58],individu:[28,45],industri:24,infer:[1,23,24,29],infiniband:40,info:[9,10,16,20,37,40],infom:36,inform:[5,9,20,37,39,42,45,56,57,58,59,60],infrastructur:[45,51],ingor:42,ininst:23,init:[7,15,37,44,45,51,55,57,58],init_hook:[55,57,58],init_hook_wrapp:8,init_model_path:[41,42,44,50,55,58],initi:[3,5,7,10,15,16,20,35,37,42,50,51,55,58],initial_max:[7,15],initial_mean:[7,10,15,16],initial_min:[7,15],initial_std:[7,10,15,16],initpaddl:[5,51],inlcud:[11,17],inlin:45,inner:37,inner_param_attr:[11,17],input1:[10,11,16,17],input2:[10,16],input:[3,5,9,10,11,14,16,17,19,20,22,26,28,35,37,44,50,51,52,53,55,57,58,59,60],input_data:37,input_data_target:37,input_featur:14,input_fil:[28,58],input_hassub_sequence_data:37,input_id:[10,16],input_imag:[11,17,52],input_index:37,input_label:37,input_lay:[10,37],input_nam:23,input_sequence_data:37,input_sequence_label:37,input_sparse_float_value_data:37,input_sparse_non_value_data:37,input_t:37,input_typ:[28,35,55,57],inputdef:37,inputlayers_:37,inputtyp:[3,20],insid:[9,10,16,24,26,30,45],inspir:50,instal:[30,33,36,40,46,52,53,57,58,59],instanc:[10,12,16,24,35,37,39,42,58],instance_ip:45,instanti:24,instead:[10,16,19,26,30,36,40,55,60],instruct:[30,32,39,55],int32:42,integ:[3,9,10,16,20,25,35,37,55,59],integer_valu:[3,20,55],integer_value_sequ:[3,20,35,55,58],integr:[29,58],intend:0,inter:[10,16,40],interact:[30,45],intercept:[10,16],interest:[39,59],interfac:[1,5,7,10,11,15,16,17,40,45,52,57,59],interg:55,intergr:[10,16],intermedi:58,intern:[10,11,17,20,22,45],internet:[24,59],interpol:10,interpret:[3,9,29,39],interv:59,intrins:29,introduc:[3,24,46,57,59],introduct:[4,51],invalid:26,invari:52,invok:[3,10,22,39,45,57],involv:51,iob:9,ioe:9,ips:45,ipt:[10,16,35],ipython:23,is_async:12,is_discriminator_train:51,is_gener:[10,50,51,60],is_generator_train:51,is_kei:57,is_layer_typ:10,is_predict:[55,57,59],is_seq:[10,35,57],is_sequ:57,is_stat:[7,15],is_test:[53,58,59],is_train:3,isn:39,isol:30,isspars:37,issu:[29,30,39],item:[10,16,20,22,26],iter:[10,11,12,17,18,20,22,23,24,26,52,58,59],its:[3,9,10,11,16,17,23,24,37,39,42,45,50,51,52,55,59,60],itself:[11,17,24],java:25,jeremi:39,jie:[58,59],jmlr:[10,16],job:[5,9,20,41,42,44,53,55,57,58,59,60],job_dispatch_packag:40,job_id:20,job_mod:50,job_nam:45,job_namespac:45,job_path:45,job_workspac:40,jobpath:45,jobport0:45,jobport1:45,jobport2:45,jobport3:45,johan:59,join:24,joint:[50,60],jointli:[11,17,60],journal:[58,59],journei:30,jpeg:52,jpg:53,json:[40,45,46,57],jth:[11,17],judg:60,jupyt:30,just:[3,9,10,11,14,16,17,20,28,36,40,44,45,50,52,57,58,59],jx4xr:45,jypyt:23,k8s_data:45,k8s_job:23,k8s_token:23,k8s_train:45,k8s_user:23,kaim:[10,16],kaimingh:53,kebilinearinterpbw:39,kebilinearinterpfw:39,keep:[3,10,16,24],kei:[3,20,22,24,39,40,57,59],kernel:[10,16,39,55],key1:42,key2:42,key_pair_nam:45,keyid:45,keymetadata:45,keypair:45,keyserv:45,keystat:45,keyusag:45,keyword:3,kill:[24,45],kind:[2,3,23,24,28,45,46,51,55,57],kingsburi:58,kms:45,know:[3,11,17,23,28,37,39,45,57],knowledg:59,known:[51,59,60],kriz:[20,52],ksimonyan:[11,17],kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeconfig:45,kubectl:46,kuberent:45,kubernet:[23,24,38,40,47,48],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,18,20,55,57,58],l1_rate:[7,15],l2_rate:[7,15],l2regular:[52,55,59],label:[3,5,9,10,12,16,18,20,22,26,28,35,46,51,52,53,54,55,57,59],label_dict:58,label_dim:[10,16,55],label_fil:[26,58],label_lay:[10,26],label_list:58,label_path:26,label_slot:58,labeledbow:59,labl:59,lag:42,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,20,44,50,58,59,60],laptop:30,larg:[19,20,58,59,60],larger:[3,7,9,10,12,15,16,40],last:[9,10,11,16,17,28,35,40,42,55,59,60],last_time_step_output:10,lastseen:46,late:59,latenc:[40,45],later:[29,36,45,55],latest:[10,16,24,30,36,46,59],latter:60,launch:[42,45,59],launcher:23,lawyer:56,layer1:[10,11,16,17],layer2:[10,16],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,26,28,35,38,41,42,50,51,52,53,55,57,58,59],layer_0:37,layer_attr:[10,16,35,44],layer_num:[44,53],layer_s:[10,16],layer_typ:[10,16],layerbas:37,layerconfig:37,layergradutil:37,layermap:37,layeroutout:[10,16],layeroutput:[9,11,57],lbl:[9,52],ld_library_path:[29,32,40],lead:39,learn:[0,7,9,10,11,12,15,16,17,18,20,23,26,28,30,35,37,39,52,53,55,58,59,60],learnabl:[10,16],learning_method:[12,28,50,52,55,57,59,60],learning_r:[7,12,15,28,50,52,55,57,59,60],leas:24,least:[9,10,16,24,29,56],leav:[3,45],lecun:20,left:[10,16,28,53],leman:60,len:[3,10,16,35,37,55,57,58],length:[10,11,16,17,20,35,42,46,59,60],less:[10,16,23,40,60],less_than:23,let02:46,let:[5,10,16,23,28,30,45,57],level:[7,10,15,16,40,42,51,57,59,60],lib64:[29,40,42],libcudnn:29,libjpeg:52,libpaddl:25,libpython:29,librari:[10,16,29,30,40,42,57],licens:58,life:24,like:[3,9,10,16,20,24,26,28,29,35,39,40,41,44,45,50,53,55,57,59,60],limit:[10,20,39,42],line:[2,3,5,9,20,28,36,38,39,40,44,45,50,52,53,57,58,59,60],linear:[6,10,16,33],linear_comb:10,linearactiv:[10,28],linguist:58,link:[10,11,16,17,29,45,55,59],linux:[29,30,32,45,60],lipeng:50,lipton:59,list:[2,3,8,9,10,11,16,20,22,23,28,30,35,37,40,42,44,45,52,53,55,57,58,59,60],listen:42,literatur:59,littl:[2,3,42,55,59],lium:60,live:[24,30],liwicki:59,load:[2,3,5,10,16,23,24,28,42,45,53,57,58,59,60],load_featur:53,load_feature_c:53,load_feature_pi:53,load_missing_parameter_strategi:[41,42,44,50,58],load_uniform_data:51,loadparamet:5,loadsave_parameters_in_pserv:[41,42],local:[7,15,24,29,30,36,40,41,42,46,52,59],localhost:30,locat:[35,37,55,58],lock:24,log:[3,6,36,37,40,42,45,46,52,57,58,59,60],log_barrier_abstract:42,log_barrier_lowest_nod:[41,42],log_barrier_show_log:[41,42],log_clip:[41,42],log_error_clip:[41,42],log_period:[42,44,46,51,52,55,57,58,59,60],log_period_serv:[41,42],logarithm:14,logger:3,logic:[3,40],login:30,longer:60,look:[3,9,28,40,41,45,46,51,55],lookup:55,loop:26,loss:[10,16,37,51,55,59,60],lot:41,low:[10,16],lower:40,lowest:42,lst:57,lstm:[10,16,35,46,55],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17],lstm_layer_attr:11,lstm_size:55,lstm_step:[11,17],lstmemori:[11,17,35],lstmemory_group:10,ltr:[10,16],lucki:28,mac:[29,30],machan:[11,17],machin:[10,11,12,16,17,20,22,28,36,37,41,42,44,45,46,55,57,59,60],made:[3,24,28,35,56],mai:[3,8,9,10,16,26,30,36,39,45,56],main:[3,5,36,45,52,58,59],mainli:42,maintain:[10,45],major:[30,36,51,53,59,60],make:[3,10,16,23,24,26,29,30,36,37,39,40,45,52,55,57,59],male:56,malloc:37,manag:[24,36,40],manageri:56,mandarin:[10,16],mani:[0,10,11,16,17,28,30,42,55,56,57,59],mannal:40,manual:36,manufactur:60,mao:59,map:[3,10,16,20,22,23,42,52,53,57],map_read:20,mapreduc:23,marcu:59,mark:[3,35,58],mark_slot:58,market:[28,56,59],martha:58,mask:[7,10,15,16],master:[23,27,36,42,59],mat_param_attr:[11,17],match:39,math:[11,17,25,37,39],matirx:[10,16],matplotlib:52,matric:[5,35,37],matrix:[9,10,11,16,17,20,22,25,35,37,41,44,53,58],matrixptr:37,matter:3,max:[3,7,10,13,15,16,20,39,42,44,52,55,57],max_id:[22,55],max_job_id:20,max_length:[10,35],max_movie_id:20,max_sort_s:[10,16],max_user_id:20,maxid:[9,10,55],maxid_lay:[9,55],maxim:[10,60],maximum:[9,20,35,39,42,55,58,59],maxinum:19,maxout:10,maxpool:[10,16],mayb:[10,11,16,17,52],md5:20,mean:[3,7,9,10,11,12,15,16,17,18,19,20,22,26,28,35,39,40,42,44,45,50,51,52,53,55,57,58,59,60],mean_img_s:52,mean_meta:53,mean_meta_224:53,mean_valu:53,measur:[28,39],mechan:[10,11,17,35,45,59],media:59,meet:58,mem:10,member:23,memcpi:39,memor:59,memori:[2,3,11,17,35,37,39,42,44,46,55,58,59,60],memory_nam:10,memory_threshold_on_load_data:42,mere:[11,17],merg:[36,42,50,60],mergedict:[50,60],messag:[28,42,46,57,59,60],meta:[40,52,53,55],meta_config:[40,57],meta_fil:57,meta_gener:[40,57],meta_path:52,meta_to_head:57,metadata:[45,46],metaplotlib:23,method:[3,8,10,11,12,16,18,22,30,37,39,42,44,55,57,59,60],might:[10,16,30,37,45],mileag:39,million:[20,44,56],min:[7,15,39,44,45,57],min_pool_s:3,mind:40,mini:[3,10,16,20,22,24],mini_batch:26,minibatch:[10,16],minibatch_data:20,minim:[3,12,18,28,42],minimum:[10,16],minimun:42,minst:3,minut:[24,45,60],miss:[42,50,58],mit:45,mix:[11,17,35,58],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,35,58],mixed_layer_attr:11,mixedlayertyp:10,mkdir:[29,30,45],mkl:29,mkl_path:29,mkl_root:29,ml_data:[40,57],mnist:[3,5,26],mnist_provid:3,mnist_random_image_batch_read:26,mnist_train:[3,26],mnist_train_batch_read:26,mod:58,modal:58,mode:[10,16,42,51,52,53,57,59,60],model:[1,2,5,8,10,11,12,16,17,20,24,33,36,37,38,42,45,57,58,59],model_averag:12,model_config:[5,51],model_list:[42,44,58,59],model_output:59,model_path:44,model_zoo:[50,53],modelaverag:12,modifi:[5,35,36,37,40,45],modul:[2,3,5,8,11,17,20,22,28,29,52,53,55,57,58],modulo:[10,16],momentum:[7,12,15,28,55],momentumoptim:[28,52],mon:46,monitor:[55,59],mono:[10,16],month:[55,60],mood:59,more:[2,3,5,9,10,11,16,17,20,23,24,26,28,30,35,37,39,40,44,46,52,55,58,59,60],morin:[10,16],mose:[59,60],moses_bleu:60,mosesdecod:59,most:[3,5,10,20,23,26,28,35,37,39,41,57,58,59,60],mostli:[52,56],mount:[30,45,46],mountpath:[45,46],move:[10,16,24,39,45,57,59],movement:[39,59],movi:[3,20,59],movie_categori:20,movie_featur:57,movie_head:57,movie_id:57,movie_info:20,movie_meta:57,movie_nam:57,movie_review:20,movieid:56,movieinfo:20,movielen:54,moving_average_fract:[10,16],mpi:40,mse:10,mse_cost:[28,57],much:[10,16,24,26,39],mul:37,mulit:40,multi:[10,16,37,41,42,53,60],multi_binary_label_cross_entropi:16,multi_crop:53,multinomi:[10,16],multipl:[9,10,11,16,17,20,23,30,35,37,42,44,45,51,55,57,59],multipli:[9,10,16,37,52],multithread:3,music:56,must:[3,9,10,11,14,16,17,26,29,30,35,36,37,40,42,44,45,60],my_cluster_nam:45,my_cool_stuff_branch:36,my_external_dns_nam:45,mypaddl:46,mysteri:56,name:[3,7,8,9,10,11,15,16,17,19,20,22,23,24,28,30,35,37,39,40,42,44,46,47,48,50,51,52,53,55,57,59,60],namespac:[25,30,37,46],nano:36,nativ:[10,16],natur:[44,58,59],nchw:[10,16],ndarrai:22,ndarri:22,ndcg:[10,16],ndcg_num:[10,16],nearest:55,necessari:[3,10,16,29,37,40,55,59],necessarili:37,need:[3,10,11,16,17,20,23,28,29,30,32,35,36,37,40,41,42,44,45,46,51,52,53,55,57,58,59,60],neg:[3,9,10,16,55,58,59],neg_distribut:[10,16],negat:58,neighbor:55,nest:[3,20],net:[10,11,16,17],net_conf:59,net_diagram:53,network:[2,3,4,5,7,9,10,12,15,16,18,20,21,22,23,26,28,30,37,39,40,42,50,59,60],network_config:44,networkadministr:45,neural:[3,5,10,11,12,16,17,18,20,22,23,28,39,42,50,51,53,59,60],neuralnetwork:[10,16,33],neuron:[5,37,55,59],never:[20,26,45,46],newest:36,newtork:59,next:[10,20,24,35,37,39,42,45,46,58,59,60],nfs4:45,nfs:45,nfsver:45,nginx:30,nic:[40,41,42],nine:[20,58],nlp:[3,10],nltk:20,nmt:60,nnz:37,no_cach:3,no_sequ:[3,57],noah:59,noavx:[30,32],node:[10,16,37,40,42,45,46,59,60],node_0:45,node_1:45,node_2:45,nodefil:40,noir:56,nois:[10,16,51],noise_dim:51,non:[10,16,24,37,42,45],none:[2,3,5,7,8,9,10,11,12,15,16,17,18,19,20,22,23,28,35,53,55],nonlinear:37,norm:51,norm_by_tim:[10,16],normal:[3,5,10,11,16,17,20,32,35,37,40,42,46,50,51,53],normzal:53,north:52,notat:[10,16],note:[3,5,7,10,11,12,15,16,17,19,22,23,26,29,39,42,44,45,50,52,57,59],notebook:30,noth:[14,22,42],notic:[35,37],novel:59,now:[0,3,10,16,24,28,30,36,42,45,51,57,58],np_arrai:20,nproc:29,ntst1213:60,ntst14:60,nullptr:37,num:[10,16,40,42,55,58,59,60],num_channel:[10,11,16,17,52],num_chunk_typ:9,num_class:[10,11,16,17,52],num_filt:[10,11,16,17],num_gradient_serv:[41,42],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[22,28,41,42,44,46,55,57,58,59,60],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[3,9,10,16,20,24,26,28,37,40,42,45,50,52,53,55,58,59,60],numchunktyp:9,numdevices_:44,numlogicaldevices_:44,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,26,28,29,51,53],numsampl:39,numtagtyp:9,nvcc:30,nvidia:[29,30,39,42],obj:[3,8,28,52,53,55,57],object:[3,5,7,8,9,10,11,12,15,16,17,18,20,22,23,25,39,51,52,53,55,58],observ:[12,18,28,37,39,60],obtain:[55,58,59],occup:[56,57],occur:[20,22,36],oct:46,odd:[10,16],off:30,offer:[5,58],offici:[30,45,52],offlin:24,offset:[10,16,57],often:[9,40,55,60],ograd:37,old:[30,36,42],omit:55,on_init:3,on_travisexclud:29,onc:[3,10,24,30,36,37,45,55],one:[3,8,9,10,11,12,14,16,17,18,19,20,23,24,26,28,30,36,37,40,42,44,45,46,50,51,52,53,55,57,58,59,60],one_host_dens:57,one_hot_dens:57,onli:[2,3,5,9,10,11,16,17,19,20,22,23,28,29,35,36,37,39,41,42,44,45,46,50,53,55,56,59,60],onlin:[12,18,24,26],onto:45,open:[0,3,10,16,23,26,28,30,45,53,55,57,58],openbla:29,openblas_path:29,openblas_root:29,oper:[10,11,12,16,17,18,30,35,37,39,42,45,50,52,57],opinion:59,opt:[23,29],optim:[3,4,7,15,21,22,28,37,39,59],option:[3,9,10,16,23,28,36,37,40,44],order:[3,10,11,16,17,20,26,37,42,45,46,51,53,55,59,60],ordinari:59,oregon:45,org:[10,11,16,17,20,29,51],organ:[10,16,52,59,60],origin:[0,2,3,10,16,20,36,51,58,60],other:[3,9,10,11,12,16,17,20,29,30,32,35,36,44,45,46,50,51,52,53,55,56,57,58,59,60],otherchunktyp:9,otherwis:[2,8,10,16,20,23,24,26,35,40,44,57,60],our:[23,30,35,37,45,46,50,52,55,58,59,60],out:[10,16,22,23,28,35,39,42,45,46,52,59],out_dir:45,out_left:[10,16],out_mem:35,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outlin:43,outperform:58,output:[5,7,9,10,14,15,16,17,19,20,22,23,26,28,35,37,39,42,44,46,50,51,52,53,55,57,58,59,60],output_:[10,16,37],output_dir:53,output_fil:58,output_id:[10,16],output_lay:[22,53],output_max_index:19,output_mem:[10,16,35],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17,30],outter_kwarg:3,outv:37,over:[2,10,11,16,17,23,36,37,39,55,58,59],overcom:59,overhead:39,overlap:37,overrid:[24,37],owe:0,own:[30,36,40,45],pacakg:32,pack:30,packag:[3,16,20,30,31,45],pad:[10,35,55],pad_c:[10,16],pad_h:[10,16],pad_w:[10,16],paddepaddl:2,padding_attr:[10,16],padding_i:[10,16],padding_x:[10,16],paddl:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,22,23,24,25,28,29,30,31,32,36,37,38,39,40,42,44,45,51,52,55,57,58,59,60],paddle_error:25,paddle_matrix:25,paddle_matrix_shap:25,paddle_n:40,paddle_output:46,paddle_port:40,paddle_ports_num:40,paddle_ports_num_for_spars:40,paddle_pserver2:40,paddle_root:50,paddle_source_root:50,paddle_train:[27,40],paddledev:[45,46],paddlepaddl:[0,2,3,5,10,11,12,16,17,20,24,26,28,29,32,33,35,36,37,38,39,40,47,48,53,55,57,58,59],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[36,45,57],pai:30,pair:[9,58],palceholder_just_ignore_the_embed:50,palmer:58,paper:[10,16,50,51,53,58,59,60],paraconvert:50,paragraph:59,parallel:[39,42,44,45,46,60],parallel_nn:[7,15,41,42],param:[7,10,15,16,57],param_attr:[10,11,16,17,28,35],paramattr:[7,10,15,16,28,35],paramet:[2,3,4,5,8,9,10,11,12,16,17,18,19,20,21,26,28,37,38,44,51,52,55,57,58,59,60],parameter_attribut:[10,16],parameter_block_s:[41,42],parameter_block_size_for_spars:[41,42],parameter_learning_r:[7,15],parameter_nam:[22,23],parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parametermap:37,parameters_:37,parameterset:23,parametris:[12,18],paramt:[45,50],paramutil:57,paraphras:60,paraphrase_data:50,paraphrase_model:50,paraspars:37,parent:[10,37],pars:[5,20,44,45,51,57,58],parse_config:[5,51],parser:57,part:[3,16,28,35,36,37,39,51,55,57,58,59,60],parti:[39,57],partial:[10,16,51],participl:50,particular:39,partit:[24,45],pass:[3,8,10,16,20,22,24,26,28,36,37,39,40,42,45,46,51,52,55,57,58,59,60],pass_id:22,pass_idx:26,pass_test:51,passtyp:37,password:[30,40],past:[23,30,45],path:[2,3,9,20,22,24,26,28,29,35,40,42,44,45,46,50,52,53,55,58,59,60],pattern:[20,24,25,28,45,57,59],paul:58,paus:24,pave:60,pdf:[10,11,16,17],pem:[23,45],pend:24,penn:58,per:[10,20,26,42,52,55],perfom:[42,44],perform:[2,10,11,16,17,28,35,36,37,38,40,41,51,52,55,59,60],period:[2,24,42,55,57,58,59,60],perl:[59,60],permiss:45,peroid:[10,16],persist:45,persistentvolum:45,persistentvolumeclaim:45,person:23,perspect:39,perturb:37,pgp:45,phase:28,photo:52,pick:[3,45],pickl:57,picklabl:8,pictur:55,piec:[10,11,16,17,28],pillow:52,pip:[29,36,40,52,57],pipe:56,pipelin:58,pixel:[3,10,16,20],pixels_float:3,pixels_str:3,place:[2,3,24,37,39,40,53,60],placehold:[28,50],plai:[58,59],plain:[2,9,10,16,22],plan:[24,37],platform:[0,28,45],pleas:[3,5,7,10,11,12,15,16,17,18,23,24,26,29,30,31,35,36,37,45,50,52,55,57,58],plot:[23,52],plotcurv:52,png:[52,53],pnpairvalidationlay:42,pnpairvalidationpredict_fil:41,pod:[45,46],pod_nam:45,point:[28,39],polar:[20,59],polici:45,polit:59,poll:59,poo:52,pool3:37,pool:[3,4,11,17,21,52,55,57],pool_attr:[11,17],pool_bias_attr:[11,17],pool_layer_attr:11,pool_pad:[11,17],pool_siz:[3,10,11,16,17],pool_size_i:[10,16],pool_strid:[11,17],pool_typ:[10,11,16,17],pooling_lay:[11,55,57],pooling_typ:[10,16,55],poolingtyp:19,popular:[28,53],port:[30,40,41,42,45,46],port_num:41,ports_num:42,ports_num_for_spars:[41,42,44],pos:[57,59],pose:24,posit:[3,9,10,16,20,55,58,59,60],positive_label:9,possibl:[23,36,39,51],post1:29,potenti:39,power:[10,55,60],practic:[8,10,16,28,35,37],pre:[3,10,11,17,20,23,30,45,46,50,52,58,59,60],pre_dictandmodel:50,precis:[9,29],pred:[55,58],predefin:59,predetermin:[10,42,60],predic:[20,58],predicate_dict:58,predicate_dict_fil:58,predicate_slot:58,predict:[3,4,9,10,12,16,18,22,28,35,40,42,50,55,60],predict_fil:42,predict_output_dir:[41,42,55],predict_sampl:5,predicted_label_id:55,predictor:57,predin:52,prefer:59,prefetch:37,prefix:[24,45],pregrad:37,preinstal:29,premodel:50,prepar:[5,33,47,55],preprcess:59,preprocess:[20,35,40,46,59],prerequisit:29,present:[23,53,58,60],pretti:28,prev_batch_st:[41,42],prevent:[2,12,18,23,24],previou:[10,11,16,17,24,37,42,45,58,60],previous:[46,53],price:[20,28],primari:16,primarili:59,principl:23,print:[7,15,22,23,28,35,42,50,55,57,58,59,60],printallstatu:39,printer:9,printstatu:39,prite:9,privileg:45,prob:[9,22,51],probabilist:[10,16,50],probability_of_label_0:55,probability_of_label_1:55,probabl:[9,10,16,22,35,36,53,55,58],problem:[5,10,12,16,18,23,33,55,58,59],proc:30,proc_from_raw_data:55,proce:[20,26,45],procedur:[50,58,60],proceed:[10,16,58],process:[2,3,5,7,8,10,11,12,15,16,17,23,28,30,35,40,42,44,45,46,50,52,53,55,57,58,59,60],process_pr:55,process_test:8,process_train:8,processdata:[52,53],processor:39,produc:[11,17,20,24,26,30,53,55],product:[0,30,37,45,55,59],productgraph:46,profil:29,proflier:39,program:[2,20,23,26,30,39,40,42],programm:56,progress:[24,42],proivid:3,proj:[10,16],project:[10,11,16,17,29,35,37,57],promis:[10,11,17],prompt:36,prone:23,prop:58,propag:[12,18,42,44],properli:55,properti:[3,42],propos:60,proposit:58,protect:37,proto:19,protobuf:29,protocol:42,prove:55,proven:60,provid:[0,8,10,16,20,23,28,30,35,39,40,45,50,51,52,53,56,59],providermemory_threshold_on_load_data:41,provis:45,provod:3,prune:10,ps_desir:24,pserver:[40,41,42,45],pserver_num_thread:[41,42],pserverstart_pserv:41,pseudo:23,psize:37,pull:[27,30,50,60],punctuat:59,purchas:55,purpos:[0,24,39],push_back:37,put:[24,30,37,40,46,55],pvc:45,pwd:30,py_paddl:[5,20,51],pydataprovid:[2,3,55],pydataprovider2:[4,5,28,35,55,57,59],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[2,3,4,8,16,22,23,25,27,28,29,36,40,50,51,52,58,59,60],pythonpath:52,pzo:59,qualifi:29,qualiti:55,queri:[10,16,45,60],question:[10,16,23,45,58],quick:[42,46,54,60],quick_start:[45,46,47,55],quick_start_data:46,quickli:28,quickstart:46,quit:39,quot:56,rac:10,rais:20,ramnath:59,ran:39,rand:[39,42,44,51,58],random:[3,7,10,15,16,20,26,28,42,51,52,58],randomli:59,randomnumberse:41,rang:[3,10,16,20,26,42,44,52,56,58],rank:[10,16,23,45,53,55],rare:3,rate:[7,9,12,15,18,20,37,40,52,55,57,59,60],rather:[5,45,59],ratio:42,raw:[10,16,28,55,59],raw_meta:57,rdma:[29,42],rdma_tcp:[41,42],reach:[24,39,58],read:[2,3,20,22,23,24,26,28,35,40,45,53,55,57],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_ranking_model_data:23,reader:[1,22,60],reader_creator_bool:26,reader_creator_random_imag:[20,26],reader_creator_random_image_and_label:[20,26],readi:[24,28,45,46,52],readm:[56,57,59],readonesamplefromfil:3,readwritemani:45,real:[3,26,28,51],realist:23,reason:[10,11,17,23,24,30,46],rebas:36,recal:9,receiv:[8,24],recent:60,reciev:42,recogn:52,recognit:[3,10,16,53,59],recommand:3,recommend:[2,11,17,23,30,35,37,40,42,57],recommonmark:29,recompil:39,record:[45,57,58],recordio:23,recov:[24,28,51],rectangular:[10,16],recurr:[58,59],recurrent_group:[11,17,35],recurrent_lay:11,recurrentgroup:9,recurrentlay:42,recv:45,reduc:[12,18,40,42,44],refer:[2,5,7,8,10,11,12,15,16,17,18,24,35,37,40,46,50,52,55,57,60],referenc:10,regard:58,regardless:60,regex:57,region:[39,58],regist:[37,39],register_gpu_profil:39,register_lay:37,register_timer_info:39,registri:46,regress:[9,33,54],regular:[7,12,15,37,45,52,55,59],rel:[2,11,17,40],relat:[3,8,24,30,32,46,57,59],relationship:[20,28,51],releas:[27,29,30,32,45,56,58],relev:[58,60],reli:29,reliabl:24,relu:[6,10,16,37],reluactiv:10,remain:55,rememb:10,remot:[7,15,30,36,37,40,42,44,45],remoteparameterupdat:42,remov:[20,40,42,59],renam:60,reorgan:[10,16],repeat:10,replac:59,repo:[30,36],report:[39,40],repositori:36,repres:[3,5,10,12,16,20,35,37,45,52,55,56],represent:[55,59],reproduc:60,request:[24,27,45,46,50,60],requir:[2,9,10,16,23,24,37,40,45,46,51,52,55,57],requrest:36,res5_3_branch2c_bn:53,res5_3_branch2c_conv:53,res:58,research:[10,16,20,52,56,59],resembl:59,reserv:3,reserveoutput:37,reset:[10,16,24],reshap:26,reshape_s:[10,16],residu:53,resnet:54,resnet_101:53,resnet_152:53,resnet_50:53,resolv:[36,46],resourc:[30,45],respect:[3,28,35,37,42,52,53,58,60],respons:[10,16,45,46],rest:[3,10,16,28],restart:[24,45,46],restartpolici:[45,46],restrict:42,resu:26,result:[5,9,10,14,16,22,35,39,42,45,52,53,55,57,58,59],result_fil:[9,35],ret_val:57,retir:56,retran:45,retriev:[37,46],return_seq:[11,17],reuqest:27,reus:[26,37],reveal:23,revers:[10,11,16,17,35,58,59],review:[20,36,46,55,59],reviews_electronics_5:46,revis:55,rewrit:60,rgb:[10,16],rgen:59,rho:[12,18],rich:28,right:[3,10,16,53],rmsprop:[12,55],rmspropoptim:57,rnn:[10,11,17,38,41,55,59],rnn_bias_attr:35,rnn_layer_attr:35,rnn_out:35,rnn_step:10,rnn_use_batch:[41,42],rnnlm:20,robot:52,role:[20,23,35,45,54,59],roman:59,romanc:56,root:[12,18,19,30,40,45,46],root_dir:40,rot:[10,16],rotat:10,roughli:[3,51],routin:57,routledg:59,row:[5,9,10,16,20,37,53],row_id:[10,16],rsize:45,rtype:[10,57],rule:[37,45],run:[23,24,30,36,37,38,39,42,45,47,48,50,52,53,55,57,59,60],runinitfunct:39,runtim:[2,3,29,30,40],s_fusion:57,s_id:57,s_param:51,s_recurrent_group:35,sacrif:2,sai:[28,42,44],sake:37,sale:56,same:[3,5,8,9,10,11,16,17,23,35,40,44,45,50,55,57,58,59,60],samping_id:[10,16],sampl:[3,5,9,20,40,42,44,50,51,53,55,57,58,59,60],sample_dim:51,sample_id:9,sample_num:9,santiago:59,satisfi:[40,45,55],save:[3,10,16,20,24,28,42,44,45,46,52,53,55,57,58,59,60],save_dir:[28,42,44,46,51,52,55,57,58,59,60],save_only_on:[41,42],saving_period:[41,42],saving_period_by_batch:[41,42,44,55],saw:3,sbin:30,scalabl:0,scalar:[3,10,16],scale:[0,10,14,53,56,57],scalingproject:[10,16],scatter:10,scenario:[28,41],scene:41,schdule:45,schedul:[45,51],scheduler_factor:[7,15],schema:50,scheme:[9,12,58],schmidhub:59,schwenk:60,sci:56,scienc:59,scientist:[0,56],score:[9,10,16,57,59,60],screen:57,scrip:55,script:[5,20,30,40,45,52,53,55,58,59,60],seaplane_s_000978:52,search:[10,24,29,35,42,58,60],seat:60,second:[3,10,16,20,23,26,28,36,40,50,53,55,56,57,59],secret:45,section:[3,35,37,40,45,55],sed:59,see:[3,5,10,11,16,17,23,28,30,36,39,45,50,51,53,55,57,59,60],seed:[39,42],segment:9,segmentor:50,sel_fc:[10,16],select:[10,16,36,45,56,60],selectiv:[10,16],selector:46,self:[28,37,56,59],selfnorm:[10,16],semant:[20,23,27,35,54,59],semat:23,sen_len:58,send:[24,42,45],sens:10,sent:[23,46],sent_id:35,sentenc:[3,10,20,35,55,58,59,60],sentiment:[3,28,54,55,58],sentiment_data:59,sentiment_net:59,sentimental_provid:3,separ:[3,9,42,50,55,56,57,58,60],seq:[10,16,57],seq_pool:[10,16],seq_text_print:9,seq_to_seq_data:[50,60],seq_typ:[3,20,57],seqtext_printer_evalu:35,seqtoseq:[10,35,50,60],seqtoseq_net:[10,35,50,60],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,37,50,55,57,58,59,60],sequence_conv_pool:55,sequence_layer_group:10,sequence_nest_layer_group:10,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[8,10,16,35,55,58],seri:[11,17,59],serial:[3,22],serv:[30,39,45,51],server:[23,30,37,40,41],serverless:24,servic:[30,56],session:[30,39],set:[2,3,5,7,9,10,11,15,16,17,20,22,23,24,28,29,30,32,35,37,38,39,40,41,42,44,45,46,50,52,53,55,56,57,58,59,60],set_active_typ:37,set_default_parameter_nam:[7,15],set_drop_r:37,set_input:10,set_siz:37,set_typ:37,setp:45,settup:37,setup:[3,30,37,55],sever:[3,10,16,40,44,45,54,55,57,58,59,60],sgd:[12,18,22,23,24,40,51,59,60],sgdasync_count:41,shallow:58,shape:[10,16,22,53],shard:[24,45],share:[10,16,29,30,39,42,46,58],shared_bia:[11,17],shared_bias:[10,16],shell:[45,53],shift:53,ship:52,shold:59,shop:59,shorten:[10,16],shorter:53,should:[3,5,9,10,12,16,20,22,23,26,28,32,35,36,40,45,52,55,57,58,59,60],should_be_fals:23,should_be_tru:23,should_shuffl:[3,58],shouldn:36,show:[5,12,16,18,20,24,28,36,42,45,46,50,53,55,57,58,59,60],show_check_sparse_distribution_log:[41,42],show_layer_stat:[41,42],show_parameter_stats_period:[41,42,44,46,55,58,59,60],shown:[3,9,10,16,23,35,37,39,45,51,52,53,55,57,59,60],shrink:37,shuf:57,shuffl:[3,20,57,59],sid:45,side:[10,16,22,53],sig:45,sigint:40,sigmoid:[6,10,16,17,37],sigmoidactiv:[10,11],sign:45,signal:40,signatur:45,signific:39,similar:[10,16,26,45,55,57],similarli:[10,16,58],simpl:[2,3,9,10,11,14,16,17,20,22,29,30,33,36,39,42,55,57,58,59],simple_attent:35,simple_gru:55,simple_lstm:[10,16,55],simple_rnn:[10,35],simplest:45,simpli:[2,10,16,23,29,30,35,36,39,50,53,57,59,60],simplifi:[23,37,46],simultan:45,sinc:[10,16,24,26,28,30,39,45,51,55,56,60],sincer:[36,59],singl:[3,9,11,12,17,20,24,30,37,40,46,53,55,58,60],site:45,six:[50,58,60],size:[3,9,10,11,12,16,17,18,20,24,26,28,35,37,40,42,51,52,53,55,56,57,58,59,60],size_a:[10,16],size_b:[10,16],size_t:37,sizeof:50,skill:60,skip:[26,28,40,45,53],slide:[10,12,16,18,20,24],slightli:52,slope:[10,16],slot:[57,58],slot_dim:57,slot_nam:57,slottyp:57,slow:[3,39],small:[3,20,37,40,42,52,60],small_messag:[41,42],small_vgg:52,smaller:[10,16,24],smith:59,snap:46,snapshot:45,snippet:[35,37,39,45,55],social:59,sock_recv_buf_s:[41,42],sock_send_buf_s:[41,42],socket:42,softmax:[6,10,11,16,17,23,35,37,50,55,58,59],softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[35,55],softrelu:6,softwar:[30,39],solv:[23,58],solver:60,some:[3,7,10,12,15,16,20,22,23,28,29,36,37,39,41,42,44,45,51,55,56,57,58,59,60],some_python_class:25,somecppclass:25,somedata:22,somegotyp:25,someth:[3,10,16],sometim:[12,18,26,39,59],soon:24,sophist:[28,37,40],sort:[10,16,20,42,45,57,59,60],sourc:[0,8,10,16,20,26,28,30,33,35,36,45,46,50,55,57,60],source_dict_dim:35,source_language_word:35,space:[9,30,35,39],space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[3,7,10,12,15,16,18,20,37,40,42,45,55],sparse_binary_vector:[3,20,55],sparse_binary_vector_sequ:20,sparse_float_vector:3,sparse_non_value_slot:20,sparse_upd:[7,15],sparse_value_slot:20,sparse_vector:20,sparse_vector_sequ:20,sparseparam:37,sparseprefetchrowcpumatrix:37,spatial:[10,16,52],speak:[35,60],spec:[45,46],specfii:42,speci:52,special:[10,29,50,55,60],specif:[2,44,52,55,57],specifi:[2,3,9,10,16,20,23,28,29,35,37,42,45,51,52,53,55,56,57,59,60],speech:[10,16],speed:[11,17],spefici:53,sphinx:[25,29,30],sphinx_rtd_them:29,split:[3,10,16,40,44,45,50,53,55,58],split_count:45,spp:10,sql:2,squar:[6,10,12,16,18,19,28],squarerootn:13,squarerootnpool:[10,16],squash:60,srand:42,src:60,src_backward:35,src_dict:35,src_embed:35,src_forward:35,src_id:35,src_root:5,src_word_id:35,srl:[20,58],ssd:16,ssh:[30,40,45,46],sshd:30,ssl:29,sstabl:23,stabl:[27,45],stack:[28,45,55,58],stacked_lstm_net:59,stacked_num:59,stackexchang:[10,16],stage:40,stake:60,stale:36,stamp:39,standard:[7,15,50,52,58,59,60],stanford:[20,46],stanh:6,star:56,start:[10,16,22,24,28,30,35,36,39,40,42,49,50,54,57,60],start_pass:[41,42],start_pserv:42,startup:[24,45],stat:[29,39,42,58,59,60],state:[10,11,16,17,24,28,35,42,46,51,58,60],state_act:[10,11,16,17],statement:[37,45],staticinput:[10,35],statist:[10,16,42,55,58,59,60],statset:39,statu:[9,36,39,45,46],status:46,std:[37,42],stderr:40,stdout:40,step:[5,10,11,12,16,17,19,24,35,37,39,40,45,46,55,57,58,59,60],still:53,stmt1482205552000:45,stmt1482205746000:45,stochast:[12,18,24],stock:59,stop:[10,30,40,42,46,57],storag:[45,46,52],store:[9,10,16,20,24,37,40,42,45,46,50,52,53,55,57,58,59,60],str:[22,44],straight:36,strategi:[3,19,24,42,58],street:[10,16,58],strength:51,strict:26,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[2,3,8,9,10,16,37,42,45,59],strip:[55,57,58],structur:[20,40,45,50,52,55,57,58,59,60],sts:45,stub:[10,16],student:56,stuff:36,stun:3,style:[3,10,16,29,36],sub:[9,10,16,20,23,35,37,52,55,60],sub_sequ:3,subgradi:[12,18],submit:[36,41,42,45],subnet0:45,subnet:[23,45],subobjectpath:46,subsequenceinput:10,subset:[37,60],substanti:53,substitut:60,succe:59,succeed:46,success:[45,46,53,58],successfulcr:46,successfuli:59,successfulli:[53,57,59],successor:[42,60],sucessfulli:60,sudo:[29,32,45,52],suffic:[26,28],suffici:42,suffix:60,suggest:[10,16,39],suitabl:[36,42,52],sum:[9,10,12,13,16,18,35,37],sum_:10,sum_to_one_norm:10,summar:[55,59],sumpool:[10,16],support:[7,9,10,12,15,16,19,20,24,26,29,30,32,35,37,39,42,45,58],suppos:[28,37,55],sure:[36,37,45,52,59],survei:59,swap_channel:53,swig:[5,25,29],swig_paddl:[5,20,51],symbol:10,sync:[24,36,42,51],syncflag:37,synchron:[12,18,24,40,42,45],syntact:58,syntax:[26,57],synthect:28,synthes:51,synthet:28,sys:53,system:[24,29,30,40,46,55,58,59,60],t2b:50,tab:[30,55],tabl:[3,10,16,53,55,60],tableproject:[10,16],tag:[9,20,30,35],tagtyp:9,take:[3,5,9,10,11,16,17,23,35,37,39,45,46,51,58,60],taken:[3,58],tanh:[6,10,11,16,17,37],tanhactiv:[10,11,35],taobao:59,tar:[29,45],tarbal:45,target:[10,16,20,22,35,50,55,60],target_dict_dim:35,target_language_word:35,targetinlink:10,task:[3,9,10,16,28,35,44,50,53,58,59,60],tbd:25,tconf:59,tcp:[42,45],teach:55,tear:39,technic:24,technician:56,techniqu:[35,37],tee:[46,52,57,58,59,60],tell:[24,30,39,57],tellig:59,templat:[46,58],tempor:[10,16,55,58],tensor:10,term:[10,11,16,17,58,59],termin:46,terminolog:28,tese:2,tesh:58,test100:20,test10:20,test:[2,3,8,9,10,16,20,22,23,26,27,29,30,32,36,39,40,41,50,52,53,55,56,60],test_all_data_in_one_period:[46,52,57,58,59],test_data:60,test_fcgrad:37,test_gpuprofil:39,test_layergrad:37,test_list:[3,8,28,52,55],test_part_000:59,test_pass:[41,42,44,60],test_period:[41,42,44],test_ratio:57,test_wait:[41,42],testa:23,testb:23,testbilinearfwdbwd:39,testconfig:37,tester:[57,60],testfcgrad:37,testfclay:37,testlayergrad:37,testmodel_list:41,testq:23,testresult:22,testsave_dir:41,testutil:37,text:[2,3,9,11,17,20,23,30,35,45,50,54,55,57,59],text_conv:55,text_conv_pool:57,text_fil:[20,59],tflop:39,tgz:[20,29],than:[3,5,7,9,10,11,12,15,16,17,24,29,30,35,37,40,45,53,58,59,60],thank:[0,50,60],thei:[3,23,24,28,30,35,37,39,40,41,45,53,59],them:[2,3,11,17,23,24,26,28,30,35,39,41,42,45,52,53,55,57,59,60],theori:39,therefor:29,therein:[10,16],therun:53,thi:[2,3,7,8,9,10,11,12,15,16,17,18,20,22,23,24,26,28,29,30,32,35,36,37,39,40,42,44,45,46,50,51,52,53,55,56,57,58,59,60],thing:[3,28,35,36,39,57,58],think:23,third:[10,16,24,39,53,59],those:[24,53,58],thought:39,thread:[37,39,42,44,57,58,59,60],thread_local_rand_use_global_se:[41,42],threadid:44,threadloc:39,three:[3,9,10,12,16,24,26,28,35,42,51,53,59,60],threshold:[7,9,12,15,24,42,59],thriller:56,through:[5,10,16,24,35,37,39,40,50,51,52,59,60],throughout:55,throughput:39,thu:[3,10,16,28,37,45,60],tier:46,tight:29,time:[3,10,11,16,17,19,20,23,24,26,28,35,39,42,44,46,55,56,58,59,60],timelin:[10,16,39],timeo:45,timeout:24,timer:29,timestamp:[10,16,56],timestep:[3,10,16],titil:57,titl:[20,36,56,57],tmall:59,todo:[9,11,17,20,24],toend:[10,16],togeth:[3,10,11,16,17,20,22,35],token:[9,10,23,35,50,59,60],too:[20,30,32],tool:[30,35,36,45,59],toolchain:29,toolkit:[29,32],top:[9,53,58],top_k:9,topolog:[16,20,23],topolopi:22,toronto:[20,52],total:[9,22,24,26,39,40,46,50,60],total_pass:26,touch:59,tourism:59,tourist:60,toward:28,tra:60,track:[10,24],tractabl:10,tradesman:56,tradit:[10,16],trail:20,train100:20,train10:20,train:[1,2,3,5,7,8,9,10,12,15,16,18,20,33,35,37,38,39,41,47,48,53],train_conf:[50,60],train_config_dir:45,train_data:60,train_id:45,train_list:[3,8,28,52,53,55],train_part_000:59,trainabl:[10,16],traindot_period:41,trainer:[3,5,23,28,37,40,42,44,51,55,58,59,60],trainer_config:[2,3,28,40,45,46,55,57,59],trainer_config_help:[3,6,7,8,9,10,11,12,13,28,37,52,55,57],trainer_count:[41,42,44,45,46,57,58,59,60],trainer_id:[42,45],trainerintern:[55,57,60],training_machin:51,trainingtest_period:41,trainonedatabatch:51,tran:[10,37,42],trane:3,transact:[24,59],transfer:[2,3],transform:[10,16,35,37,51,52,55,58],transform_param_attr:[11,17],translat:[10,11,17,28,50,57,59,60],transpar:40,transport:42,transpos:[10,16,37,51],transposedfullmatrixproject:[10,16],travel:[3,11],travi:[29,36],treat:[10,16,35],tree:[10,16,36,42,60],trg:60,trg_dict:35,trg_dict_path:35,trg_embed:35,trg_id:35,trg_ids_next:35,triain:2,tricki:25,trivial:3,trn:55,truck:52,true_imag:26,true_label:26,true_read:26,truth:[9,10,16,55,60],tst:55,tune:[7,15,38,55,57,60],tuninglog_barrier_abstract:41,tupl:[3,8,10,11,16,20,22,26],ture:[10,16],turn:[10,26,51],tutori:[30,35,36,37,39,40,45,46,47,48,49,53,55],tweet:59,twelv:60,twitter:59,two:[2,3,10,11,16,17,23,26,28,30,35,39,40,44,45,50,51,52,53,55,57,58,59,60],txt:[3,37,40,45,55,57,59],type:[3,8,9,10,11,12,16,17,19,20,22,23,24,25,26,28,30,35,37,42,44,45,46,52,53,55,57,58],type_nam:[10,57],typedef:25,typic:[5,9,30,39,59],ubuntu:[27,32],ubyt:26,uci:20,ufldl:[10,16],uid:46,uint64:25,uint64_t:25,unbalanc:42,unbound:35,unconstrain:59,under:[28,29,30,45,56,59],underli:28,understand:[30,39,50,52,59],understudi:60,undeterminist:39,unemploi:56,unexist:58,uniform:[7,10,15,16,20,26,42,51],uniqu:[23,24,36,42,45],unique_ptr:37,unit:[10,11,16,17,28,29,30,35,36,58],unittestcheckgrad_ep:41,univ:60,unix:40,unk:[50,60],unk_idx:[55,58],unknown:[10,16],unlabel:59,unlik:[58,59,60],unseg:[10,16],unsup:59,unsupbow:59,until:[24,40,45,58],unus:57,unzip:57,updat:[7,10,12,15,16,24,29,37,40,42,44,59],update_equ:22,updatecallback:37,updatestack:45,upload:24,upon:[0,58],upstream:36,uri:45,url:[20,32,59],urls_neg:59,urls_po:59,urls_unsup:59,usag:[2,3,9,10,11,16,17,20,22,28,39,50,51,57],use:[0,2,3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,28,29,30,31,32,35,36,37,39,40,42,44,45,46,50,51,52,53,55,56,57,58,59,60],use_global_stat:[10,16],use_gpu:[41,42,44,46,51,52,53,55,57,58,59,60],use_jpeg:52,use_old_updat:[41,42],use_seq:[28,57],use_seq_or_not:57,used:[2,3,5,9,10,11,12,16,17,18,19,20,22,23,24,26,28,31,32,35,37,39,40,41,42,44,45,50,52,53,55,57,58,59,60],useful:[2,3,10,11,17,35,37,44,55,58,59],usegpu:[37,51],useless:40,user:[2,3,7,9,10,11,15,16,17,20,22,23,26,28,30,36,40,41,42,45,53,55,58],user_featur:57,user_head:57,user_id:57,user_info:20,user_meta:57,user_nam:57,userid:56,userinfo:20,usernam:36,uses:[3,24,35,36,37,42,45,52,53,55,57,60],using:[2,3,5,7,8,10,15,16,20,23,24,26,28,30,35,36,37,39,42,44,45,46,50,51,52,53,55,58,59],usr:[29,30,40,42,45],usrdict:50,usrmodel:50,usual:[10,16,20,22,28,29,39,42,44,45,59],utf:50,util:[5,29,35,37,39,52,57,59],v28:[10,16],valid:[26,45,53,59],valu:[3,5,7,9,10,12,15,16,18,19,20,22,24,28,35,37,42,44,45,51,52,53,58,59],value1:42,value2:42,value_rang:20,vanilla:35,vanish:59,vari:[39,45],variabl:[3,10,16,20,23,28,29,32,37,40,45,46,59],varianc:[10,16,53],variant:30,vast:36,vector:[3,10,11,16,17,20,23,35,37,50,55,57,59,60],vectorenable_parallel_vector:41,verb:[20,58],veri:[3,10,16,19,35,39,52,55,59],verifi:[36,37],versa:29,version:[10,11,16,17,27,29,30,32,37,39,40,41,42,45,46,50,52,56,58,59,60],versu:23,vertic:[10,16,53],vgg:[11,17,52],vgg_16_cifar:52,via:[24,26,29,39,40,45,55],vice:29,view:[10,16],vim:36,virtual:30,virtualenv:57,visibl:30,vision:52,visipedia:52,visual:[10,16,30,39],viterbi:58,voc_dim:55,vocab:59,volum:[30,46],volumemount:[45,46],volumn:45,voluntarili:56,vutbr:20,wai:[3,10,11,16,17,23,28,30,35,37,40,44,57,58,60],wait:[12,18,24,42],walk:[5,51],wall:58,want:[3,10,11,16,17,23,26,28,29,30,37,42,44,50,53,55,57,58,59],war:56,warn:[10,16],warp:[10,16,39],watch:24,wbia:[45,53],web:30,websit:[52,55,58,59],wei:[58,59],weight:[9,10,11,12,16,17,18,35,37,42,44,52,53],weight_act:[11,17],weightlist:37,weights_:37,weights_t:37,welcom:[57,59],well:[37,42,45,52,55],west:45,western:56,wether:[10,16],what:[7,10,11,12,15,16,17,18,28,40,55,57],wheel:29,when:[2,3,7,9,10,12,15,16,20,22,24,30,32,35,36,37,39,42,44,45,46,50,51,52,58,59,60],whenev:57,where:[3,10,11,12,16,17,18,23,24,28,35,37,39,40,42,44,50,53,58,60],whether:[9,10,11,16,17,26,37,42,51,52,57,59,60],which:[0,2,3,5,9,10,11,12,16,17,18,20,23,24,26,28,32,35,37,39,40,42,44,45,51,52,53,55,56,57,58,59,60],whichev:51,whl:29,who:[50,53,56],whole:[3,9,20,25,45,46,55,56,57,60],whole_cont:57,whose:[3,10,16,20,24,35,57,58],why:[11,17],wide:58,width:[9,10,16,20,25,26,37,52,60],wiki:[10,16],wikipedia:[10,16,20],wilder:3,window:[10,16,19,20,30,59],wise:[10,16],with_avx:30,with_avxcompil:29,with_coveragecompil:29,with_doccompil:29,with_doubl:37,with_doublecompil:29,with_dsocompil:29,with_gpu:30,with_gpucompil:29,with_profil:39,with_profilercompil:29,with_pythoncompil:29,with_rdmacompil:29,with_style_checkcompil:29,with_swig_pycompil:29,with_test:30,with_testingcompil:29,with_tim:39,with_timercompil:29,within:[10,28],without:[9,10,16,26,40,59],wmt14:60,wmt14_data:60,wmt14_model:60,wmt:60,wmt_shrinked_data:20,woboq:30,won:[39,53],wonder:3,word:[3,9,10,20,35,44,54,57,58,59,60],word_dict:[55,58],word_dim:55,word_id:3,word_idx:20,word_slot:58,word_vector:55,word_vector_dim:[35,50],words_freq_sort:20,work:[3,5,20,23,24,26,29,35,36,37,39,40,42,45,46,55,57],worker:45,workercount:45,workflow:[30,36,45],workspac:[30,42,57],worri:28,wors:51,would:[22,26,30,40,45,51,55,58],wrap:58,wrapper:[11,17,39],writ:57,write:[3,20,23,24,26,30,35,36,38,40,45,52,57,58,60],writelin:28,writer:[23,56],written:[57,59],wrong:[3,26],wsize:45,wsj:58,www:[10,16,20,52,60],x64:29,xarg:37,xgbe0:42,xgbe1:42,xiaojun:59,xrang:[26,28,37],xxbow:59,xxx:[23,53,60],xxxxxxxxx:45,xxxxxxxxxx:45,xxxxxxxxxxxxx:45,xxxxxxxxxxxxxxxxxxx:45,xzf:29,y_i:10,y_predict:28,yaml:[45,57],yann:20,year:56,yeild:[22,52],yield:[3,20,23,26,28,35,55,57,58,59],you:[2,3,5,7,10,11,12,15,16,17,28,29,30,32,35,36,37,39,40,42,44,45,50,51,52,53,55,57,58,59,60],your:[3,10,16,23,29,30,37,39,40,44,45,55,59],your_access_key_id:45,your_secrete_access_kei:45,yum:29,yuyang18:[11,17,20],zachari:59,zeng:59,zero:[3,7,10,12,15,16,18,20,24,37,42,45,55],zhidao:50,zhou:[58,59],zip:[20,56],zone:45,zxvf:45},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0d\u4f7f\u7528":25,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":25,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":25,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":25,"\u4ec5\u4ec5\u4f7f\u7528void":25,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":25,"\u5206\u652f\u89c4\u8303":27,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\u539f\u56e0":25,"\u539f\u56e0\u5217\u8868":25,"\u57fa\u672c\u8981\u6c42":25,"\u5bfc\u51fac":25,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":25,"\u7b26\u53f7":25,"\u7b80\u5355\u5b9e\u73b0":25,"\u7c7b":25,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":25,"\u80cc\u666f":25,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":25,"book\u4e2d\u6240\u6709\u7ae0\u8282":27,"case":44,"class":37,"function":50,"new":37,"paddle\u52a8\u6001\u5e93\u4e2d":25,"paddle\u53d1\u884c\u89c4\u8303":27,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":27,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":25,"return":26,AWS:45,Abs:14,DNS:45,EFS:45,For:46,KMS:45,Use:[44,46],Using:[30,36],With:30,about:0,absactiv:6,access:45,account:45,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,add:45,address:45,addto:16,addto_lay:10,adversari:51,aggreg:[10,16],algorithm:[24,55],analysi:59,api:[1,4,30],appendix:55,applic:4,approach:39,architectur:[35,55],argument:[26,41,44,55],asset:45,associ:45,async:42,attent:35,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,aws:45,background:28,base:[9,10],baseactiv:6,basepool:19,basepoolingtyp:13,basesgdoptim:12,batch:26,batch_norm:16,batch_norm_lay:10,batch_siz:26,beam_search:[10,16],between:23,bidirect:59,bidirectional_lstm:[11,17],bilinear_interp:16,bilinear_interp_lay:10,bleu:60,block_expand:16,block_expand_lay:10,book:30,brelu:14,breluactiv:6,bucket:45,build:[29,31,46],built:39,cach:3,cento:29,check:[10,16,37,40],chines:50,choos:45,chunk_evalu:9,cifar:20,classif:[9,52],classification_error_evalu:9,classification_error_printer_evalu:9,clone:36,cloudform:45,cluster:[40,44,45],code:36,column_sum_evalu:9,command:[43,44,55,60],commit:[36,46],common:42,commun:42,compos:26,concat:16,concat_lay:10,concept:45,config:[4,44,57,58],configur:[21,35,38,40,45,55,57],conll05:20,connect:[10,16],contain:[30,46],content:[39,45],context_project:[10,16],contribut:36,conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,convolut:[52,55],core:45,cos_sim:[10,16],cost:[10,16],cpu:[30,44],creat:[26,36,45,46],creator:26,credenti:45,credit:0,crf:16,crf_decod:16,crf_decoding_lay:10,crf_layer:10,cross_channel_norm:16,cross_entropi:10,cross_entropy_cost:16,cross_entropy_with_selfnorm:10,cross_entropy_with_selfnorm_cost:16,ctc:16,ctc_error_evalu:9,ctc_layer:10,cudnnavg:19,cudnnmax:19,custom:26,dat:56,data:[10,16,20,26,28,35,45,46,50,51,52,55,57,58,59,60],data_lay:10,datafeed:20,dataprovid:[3,4,42],dataset:[20,24,56,57,60],datasourc:8,datatyp:20,date:36,debian:32,decayedadagrad:18,decayedadagradoptim:12,decor:26,defin:[45,55,59,60],delet:45,delv:52,demo:45,depend:29,deriv:37,descript:[42,51,56,58],design:[23,24,26],destroi:45,detail:[42,52],develop:[30,38],devic:44,dictionari:[26,50],differ:44,directori:45,distribut:[23,24,40,42,45],doc:[23,24,26],docker:[30,46],document:[30,49],dotmul_oper:[10,16],dotmul_project:[10,16],down:45,download:[29,45,46,50,53,57,60],dropout_lay:[11,17],dynam:24,ec2:45,elast:45,embed:[16,50,55],embedding_lay:10,entri:26,eos:16,eos_lay:10,equat:37,evalu:[9,28,57],evalutaion:60,event:[22,23],exampl:[23,50,51],exercis:52,exp:14,expactiv:6,expand:16,expand_lay:10,extern:45,extract:[50,53,57,60],fault:24,fc_layer:10,featur:[53,56,57,58],field:57,file:[45,46,55,56,57],find:45,first_seq:[10,16],fork:36,format:[24,55],from:[23,29,31],full_matrix_project:[10,16],fulli:[10,16],gan:51,gate:35,gener:[35,51,60],get:[33,46],get_output:16,get_output_lay:10,github:36,gpu:[30,39,42,44],gradient:37,gradient_printer_evalu:9,group:[10,16,45],gru:[11,17,42],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],guid:32,hand:39,handler:[23,25],hook:36,how:[26,38,39],hsigmoid:[10,16],huber_cost:[10,16],iam:45,ident:14,identity_project:[10,16],identityactiv:6,imag:[10,11,16,17,30,46,52],imagenet:53,imdb:[20,59],img_cmrnorm:16,img_cmrnorm_lay:10,img_conv:16,img_conv_bn_pool:[11,17],img_conv_group:[11,17],img_conv_lay:10,img_pool:16,img_pool_lay:10,imikolov:20,implement:[26,37,51],infer:[22,55],info:53,ingredi:23,init_hook:3,initi:[44,45],input_typ:3,inspect:45,instal:[29,31,32,45,55],instanc:45,integr:45,interfac:[20,24,26,53],interpol:16,interpolation_lay:10,introduct:[2,50,53,59,60],isn:26,job:[24,40,45,46],join:[10,16],keep:36,kei:45,kill:40,kube:45,kubectl:45,kubernet:[45,46],label:58,lambda_cost:[10,16],last_seq:[10,16],lastest:36,launch:40,layer:[10,16,23,37,44],layeroutput:10,layertyp:10,line:[43,55],linear:[14,28],linear_comb:16,linear_comb_lay:10,linearactiv:6,list:26,local:[44,45],log:[14,55],logactiv:6,logist:55,lstm:[11,17,42,58,59],lstm_step:16,lstm_step_lay:10,lstmemori:[10,16],lstmemory_group:[11,17],lstmemory_unit:[11,17],map:26,master:24,math:[10,16],matrix:42,max:19,maxframe_printer_evalu:9,maxid:16,maxid_lay:10,maxid_printer_evalu:9,maxout:16,maxout_lay:10,maxpool:13,memori:[10,16],meta:57,mini:26,minibatch:20,misc:[11,17],mix:[10,16,44],mixed_lay:10,mnist:[20,51],model:[3,4,21,23,28,30,34,35,40,44,50,51,52,53,54,55,60],modifi:46,momentum:18,momentumoptim:12,movi:[56,57],movielen:[20,56,57],mse_cost:10,multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:26,name:45,nce:16,nce_lay:10,need:[26,39],network:[11,17,35,44,51,52,53,55,57,58],neural:[35,52,55,57,58],neuralnetwork:28,nlp:[11,17,42],non:3,norm:[10,16],nvprof:39,nvvp:39,object:[24,57],observ:[50,53],onli:[26,30],optim:[12,18,24,38,55],option:[29,50],outlin:41,output:[11,40,45],overview:55,packag:32,pad:16,pad_lay:10,paddl:[26,27,46],paddlepaddl:[23,30,31,45,49,50,60],pair:45,parallel_nn:44,paramet:[7,15,22,23,24,42,43,45,50,53],paraphras:50,pass:44,perform:[39,42],pnpair_evalu:9,point:45,pool:[10,13,16,19],pooling_lay:10,power:16,power_lay:10,pre:36,precision_recall_evalu:9,predict:[5,52,53,57,58,59],prefetch:26,prepar:[28,35,40,45,50,51,52,57,59,60],preprocess:[50,52,55,57,60],prerequisit:40,pretrain:[50,60],print:9,privat:45,problem:28,process:24,profil:39,provid:[3,26,55,57,58],pull:36,push:36,pydataprovider2:3,python:[5,26,30,37,53,55,57],queue:24,quick:55,randomnumb:42,rank:9,rank_cost:[10,16],rat:57,rate:56,reader:[20,23,26],recoveri:24,recurr:[10,11,16,17,35,55],recurrent_group:[10,16],recurrent_lay:10,refer:[3,39,58,59],region:45,regress:[28,55,57],relu:14,reluactiv:6,render:45,repeat:16,repeat_lay:10,request:36,requir:[29,36],reshap:[10,16],resnet:53,result:[40,46,60],revis:[36,50],rmsprop:18,rmspropoptim:12,rnn:[34,35,42],role:58,rotat:16,rotate_lay:10,route53:45,run:[40,46,58],sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:[16,24],scaling_lay:10,scaling_project:[10,16],script:46,secur:45,selective_fc:16,selective_fc_lay:10,semant:58,sentiment:[20,59],seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:35,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,sequenti:3,server:[24,42,45],servic:45,set:[12,43],setup:[29,45],sgd:42,share:23,shuffl:26,sigmoid:14,sigmoidactiv:6,simpl:[28,35],simple_attent:[11,17],simple_gru:[11,17],simple_img_conv_pool:[11,17],simple_lstm:[11,17],singl:26,slice:[10,16],slope_intercept:16,slope_intercept_lay:10,softmax:14,softmaxactiv:6,softrelu:14,softreluactiv:6,sourc:[29,31],span:29,spars:44,specifi:[44,50],split:57,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:59,standard:55,stanh:14,stanhactiv:6,start:[23,33,45,46,55],startup:46,structur:51,suffici:26,sum:19,sum_cost:[10,16],sum_evalu:9,sum_to_one_norm:16,sum_to_one_norm_lay:10,summar:23,summari:55,sumpool:13,system:45,table_project:[10,16],take:26,tanh:14,tanhactiv:6,task:24,tear:45,templat:45,tensor:16,tensor_lay:10,test:[37,42,44,57,58,59],text:60,text_conv_pool:[11,17],timer:39,tip:39,toi:51,toler:24,tool:39,train:[22,23,24,26,28,30,40,42,44,45,46,50,51,52,55,57,58,59,60],trainer:[22,24,45,57],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,transfer:55,tune:[39,42],tutori:[50,52,54,58,59,60],ubuntu:29,uci_h:20,unit:[37,42],updat:[23,36,45],usag:[26,30,38],use:26,user:[24,50,56,57,59,60],util:9,value_printer_evalu:9,vector:42,verifi:45,version:36,vgg_16_network:[11,17],visual:53,volum:45,vpc:45,warp_ctc:16,warp_ctc_lay:10,what:39,why:[26,39],wmt14:20,word:[50,55],work:30,workflow:60,workspac:40,wrapper:37,write:[37,55],yaml:46,your:36,zoo:[53,54]}})