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","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","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":54,"00186201e":5,"00m":38,"02595v1":[10,16],"03m":38,"0424m":38,"0473v3":[11,17],"055ee37d":44,"05d":51,"0630u":38,"06u":38,"0810u":38,"08823112e":5,"0957m":38,"0ab":[10,16],"0rc2":29,"0th":59,"10007_10":58,"10014_7":58,"100gb":38,"100gi":44,"10m":38,"1150u":38,"11e6":45,"12194102e":5,"124n":38,"13m":45,"1490u":38,"15501715e":5,"1550u":38,"15mb":54,"1636k":59,"16mb":54,"16u":38,"173m":52,"173n":38,"1770u":38,"18ad":44,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":45,"197u":38,"1gb":38,"1st":[49,52,58,59],"202mb":59,"210u":38,"211839e770f7b538e2d8":[11,17],"215n":38,"228u":38,"234m":52,"2520u":38,"252kb":54,"25639710e":5,"25k":54,"2680u":38,"27787406e":5,"279n":38,"27m":38,"285m":38,"2863m":38,"28m":38,"28x28":3,"2977m":38,"2cbf7385":44,"2nd":[10,16,58,59],"302n":38,"30u":38,"32777140e":5,"328n":38,"32u":38,"32x32":51,"331n":38,"3320u":38,"36540484e":5,"365e":44,"36u":38,"3710m":38,"3768m":38,"387u":38,"38u":38,"3920u":38,"39u":38,"3rd":[56,58,59],"4035m":38,"4090u":38,"4096mb":41,"4279m":38,"43630644e":5,"43u":38,"448a5b355b84":45,"4560u":38,"4563m":38,"45u":38,"4650u":38,"4726m":38,"473m":45,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":41,"50bd":44,"50gi":44,"51111044e":5,"514u":38,"525n":38,"526u":38,"53018653e":5,"536u":38,"5460u":38,"5470u":38,"54u":38,"55g":59,"5690m":38,"573u":38,"578n":38,"5798m":38,"586u":38,"58s":45,"5969m":38,"6080u":38,"6082v4":[10,16],"6140u":38,"6305m":38,"639u":38,"655u":38,"6780u":38,"6810u":38,"682u":38,"6970u":38,"6ce9":44,"6node":39,"6th":59,"704u":38,"70634608e":5,"7090u":38,"72296313e":5,"72u":38,"73u":38,"75u":38,"760u":38,"767u":38,"783n":38,"784u":38,"78m":38,"7eamaa":20,"7kb":45,"8250u":38,"8300u":38,"830n":38,"849m":38,"85625684e":5,"861u":38,"864k":59,"8661m":38,"892m":38,"901n":38,"90u":38,"918u":38,"9247m":38,"924n":38,"9261m":38,"93137714e":5,"9330m":38,"94u":38,"9530m":38,"96644767e":5,"983m":38,"988u":38,"997u":38,"99982715e":5,"99m":52,"99u":38,"9f18":45,"\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,"\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,"\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,"\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\u662f\u89e3\u91ca\u6027\u8bed\u8a00":25,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":25,"\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\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,"\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,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":25,"\u505a\u63a5\u53e3":25,"\u5176\u4e2d":25,"\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,"\u5199\u4ee3\u7801":25,"\u51fd\u6570\u547d\u540d":25,"\u52a8\u6001\u5e93":25,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":25,"\u53c2\u6570":25,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":25,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":25,"\u540d\u5b57\u4fee\u9970":25,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":25,"\u548c":25,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":25,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":25,"\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\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,"\u5c06\u5927\u91cf\u7684":25,"\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\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":25,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":25,"\u5f97\u4f7f\u7528":25,"\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,"\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\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":25,"\u6709\u6807\u51c6\u7684":25,"\u6709\u7684\u65f6\u5019":25,"\u6765\u786e\u4fdd\u628a":25,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":25,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":25,"\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,"\u7c7b\u540d\u548cc":25,"\u7c7b\u578b":25,"\u7ea2\u697c\u68a6":49,"\u7ed3\u8bba":25,"\u7f16\u8bd1\u5668\u6ca1\u6709":25,"\u7f16\u8bd1\u578b\u8bed\u8a00":25,"\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,"\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\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":25,"\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\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":25,"\ufb01xed":59,"abstract":[36,41],"api\u4e2d\u4f7f\u7528":25,"boolean":[10,16,25],"break":54,"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":[10,16,26,27,34,35,36,38,42,44,50,54],"char":56,"class":[5,7,10,12,14,15,16,17,19,20,23,25,40,51,58],"const":36,"default":[3,7,9,10,11,12,15,16,17,19,20,22,23,29,39,41,43,44,45,54,56,58,59],"export":[28,51],"final":[11,17,27,28,36,56,58],"float":[3,7,9,10,12,15,16,20,27,36,38,43,49,52,56],"function":[3,5,8,10,11,12,16,17,20,23,26,27,34,36,38,39,41,50,51,54,57,58,59],"golang\u53ef\u4ee5\u4f7f\u7528":25,"golang\u7684":25,"h\u5e76\u4e0d\u56f0\u96be":25,"import":[3,5,9,10,16,23,27,34,38,44,49,50,51,52,54,56,58,59],"int":[3,7,9,10,11,12,15,16,17,20,25,26,36,43,54,56,57],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":25,"long":[2,10,11,16,17,20,29,38,57,58],"new":[3,10,16,20,24,26,35,37,44,45,50,54,57,58],"null":[10,36,41,56],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":25,"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\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,"public":[36,39,44,45,58],"return":[3,8,9,10,11,16,17,19,20,22,23,27,34,36,44,50,52,54,55,56,59],"short":[10,11,16,17,27,56,57,58],"static":[10,44],"super":36,"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":[44,58],"throw":44,"true":[3,7,9,10,11,12,15,16,17,19,20,23,26,27,34,36,41,43,44,52,56,57,58,59],"try":[12,24,26,38,50,56],"void":[25,36],"while":[2,3,7,9,15,20,26,29,34,41,50,54,58,59],AGE:[44,45],AND:56,ARE:56,AWS:[37,46,47],Abs:6,Age:55,And:[3,9,10,12,16,26,29,31,35,43,44,45,49,52,56,58,59],But:[3,10,11,16,17],EOS:[10,16],For:[2,3,8,9,10,12,16,20,23,26,27,28,29,34,36,38,39,40,41,43,49,51,52,54,58,59],Going:58,Has:3,IDs:54,Ids:54,Into:44,Its:[3,34,44,56],Not:[23,24,39],ONE:3,One:[9,10,11,17,34,36,41,50,54,58,59],QoS:45,THE:3,TLS:[23,44],That:[10,16,20,26,29,41,43],The:[2,3,5,7,8,9,10,11,12,14,15,16,17,20,22,23,24,26,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],Their:[3,10,16,24],Then:[5,10,28,29,34,35,36,38,44,45,49,51,56,57,58],There:[9,10,16,22,23,24,27,29,31,38,44,50,51,52,53,54,56,59],These:[39,43,51,57],USE:56,USING:56,Use:[3,23,26,36,38,41,42,44,56],Used:[11,17],Useful:3,Using:[45,58],VPS:44,WITH:35,Will:20,With:[3,10,11,16,17,27,50,57],Yes:29,___fc_layer_0__:44,__init__:36,__list_to_map__:56,__main__:52,__meta__:56,__name__:52,__rnn_step__:34,_error:50,_link:[11,17],_proj:[10,16],_res2_1_branch1_bn:52,_source_language_embed:[34,49],_target_language_embed:[34,49],aaaaaaaaaaaaa:44,abc:[10,16],abl:[10,16,23,50,58],about:[5,10,11,16,17,27,29,38,40,41,44,48,57,58,59],abov:[3,5,10,16,23,24,27,29,38,44,45,50,52,54,57],abs:[11,17,50],absolut:[2,39],academ:55,acceler:43,accept:[3,5,20,23,26,54,57],acceptor:57,access:[2,10,11,17,23,29,34,59],accessmod:44,accident:55,accomplish:29,accord:[2,3,9,10,16,34,35,39,40,41,43],accordingli:[5,36],accordingto:57,accrod:[11,17],accumul:24,accuraci:[9,36,54,55,58],achiev:[38,51],ack:41,acl:58,aclimdb:58,aclimdb_v1:20,across:[10,16],act:[10,11,16,17,27,34,54],act_typ:54,action:[44,55],activ:[0,4,5,10,11,16,17,21,27,28,36,41,54,58],activi:[11,17],actual:[3,10,16,27],adadelta:[12,54],adagrad:[12,54],adam:[12,23,54,58,59],adamax:[12,54],adamoptim:[49,54,58,59],adapt:[9,12,27,58,59],add:[3,10,11,16,17,20,27,28,35,36,38,43,54,56],add_input:36,add_test:36,add_to:[10,16],add_unittest_without_exec:36,addbia:36,added:[3,9,36],adding:52,addit:[10,11,16,17,29,54],address:[24,29,38,41],addrow:36,addtion:39,addto:10,addtolay:[10,16],adject:58,adjust:27,admin:55,adopt:57,advanc:[34,38,41],advantag:[29,58],adventur:55,adverb:58,adversari:26,advic:38,affect:[10,16],afi:3,aforement:39,after:[10,16,28,31,34,36,39,41,43,44,45,50,51,52,54,56,57,58,59],again:[23,24,38],against:44,age:56,agg_level:[10,16],aggreg:44,aggregatelevel:[10,16],aid:38,aim:[58,59],aircraft:59,airplan:51,aistat:[10,16],alex:[10,16,58],alexnet_pass1:43,alexnet_pass2:43,algorithm:[10,12,16,27,34,49,51,58,59],alia:[6,7,13,14,15],align:[10,11,16,17,20,59],all:[0,3,7,9,10,12,15,16,22,23,24,27,29,34,35,36,38,39,40,41,43,44,45,49,50,52,54,55,56,57,58,59],alloc:[7,15,36,43],allow:[23,29,35,36,38,41,44,54],allow_only_one_model_on_one_gpu:[40,41,43],almost:[11,17,27,39,49],along:58,alreadi:[24,29,38,39,41,44,45,58],alreali:[40,59],also:[2,3,9,10,11,16,17,23,26,28,29,34,36,38,39,45,50,51,52,54,57,58],although:27,alwai:[5,10,11,16,17,26,27,41,44,59],amaz:51,amazon:[44,45,54,58],amazonaw:44,amazonec2fullaccess:44,amazonelasticfilesystemfullaccess:44,amazonroute53domainsfullaccess:44,amazonroute53fullaccess:44,amazons3fullaccess:44,amazonvpcfullaccess:44,ambigu:[26,57],amd64:44,amend:35,american:51,among:[44,58],amount:[38,58],analysi:[27,38,53,57],analyz:[54,58],andd:44,ani:[2,3,10,11,16,17,20,23,24,26,34,35,38,44,54,56,59],anim:55,annot:57,annual:57,anoth:[3,10,16,23,29,41,44,57,58],ans:44,answer:[27,44,57],anyth:[20,26,35,44,57],api:[16,20,23,28,36,38,44,48,50,54,56,58],apiserv:44,apivers:[44,45],apo:59,appar:59,appear:57,append:[3,26,34,36,39,56],appleclang:28,appleyard:38,appli:[0,10,11,16,17,34,36,51,54],applic:[29,38,44,45,58],appreci:[35,58],approach:[10,16],apt:[28,31,51],arbitrari:10,architectur:[49,57,58,59],architecur:58,archiv:25,arg:[3,8,9,10,11,12,16,17,20,27,40,50,51,52,54,56,57,58],arg_nam:[10,16],argu:57,argument:[3,5,8,10,16,20,34,36,41,42,49,50,51,52,56,57,58,59],argv:52,arn:44,around:[3,10,16,44],arrai:[5,10,16,20,22,26,27,52],art:[27,57],articl:[39,45],artifact:44,artifici:50,artist:55,arxiv:[10,11,16,17,50,58],ask:24,aspect:58,assign:[10,41,44],associ:[57,58,59],assum:[10,16,34,43,49],assur:2,astyp:[26,50],async:[12,24,40],async_count:41,async_lagged_grad_discard_ratio:41,async_lagged_ratio_default:[40,41],async_lagged_ratio_min:[40,41],asynchron:[24,41],atla:28,atlas_root:28,attenion:[11,17],attent:[10,11,17,29,59],attitud:58,attr:[7,11,15,16,17],attribut:[3,4,10,11,16,17,21,36,49,57],auc:[9,40],aucvalidationlay:41,authent:44,author:[44,52],authorized_kei:39,autmot:35,auto:[25,36,38,53,56],autom:[44,59],automak:28,automat:[10,16,23,28,34,36,39,40,41,44,56,57,59],automaticli:[10,16],automobil:51,avail:[24,28,44],availabel:28,averag:[9,10,12,16,19,41,52,54,56,57,58,59],average_test_period:[40,41,57],average_window:58,averagepool:[10,16],avg:[13,38,54],avgcost:[9,54,56,58,59],avgpool:[10,16,54],avoid:[24,38],avx:[28,29,31],await:45,awar:[23,24,29,44],aws_account_id:44,awsaccountid:44,awskeymanagementservicepowerus:44,b2t:49,b363:45,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:45,ba5f:44,back:[3,24,29],background:32,backward:[10,11,14,16,17,34,36,41,43],backward_first:34,backwardactiv:36,bag:[54,58],baidu:[0,10,16,27,31,35,45,49],baik:49,balanc:[41,44,50],balasubramanyan:58,bank:57,bardward:[11,17],bare:45,barrier:41,barrierstatset:38,base:[6,12,16,17,19,20,23,27,31,34,35,36,38,39,41,44,49,50,54,56,58,59],baseactiv:[10,11],basematrix:36,basenam:9,basepool:13,basepoolingtyp:[10,11,16,17],baseregular:12,basestr:[7,8,9,10,11,15,16,17,19,56],bash:[29,44,45],bashrc:28,basic:[3,10,29,35,36,54,55,58],batch:[3,9,10,11,12,16,17,20,22,23,24,36,39,41,44,45,50,51,52,54,56,57,58,59],batch_0:52,batch_norm:[10,17],batch_norm_lay:11,batch_norm_typ:[10,16],batch_read:26,batch_siz:[3,12,20,22,27,39,49,50,51,54,56,58,59],batchsiz:[10,16,36],bcd:[10,16],beam:[10,34,41,57,59],beam_gen:[10,34],beam_search:[22,34],beam_siz:[10,34,40,41,43],beamsiz:59,becaus:[5,10,16,23,24,26,34,35,36,43,44,51,54,57],becom:[35,38],been:[3,28,35,51,54,57,58,59],befor:[5,10,11,16,17,24,26,29,35,39,44,51,56,58,59],begin:[5,9,10,36],beginiter:[22,23],beginn:34,beginpass:[22,23],begintrain:23,behavior:38,being:[24,26,50],belong:[10,16,59],below:[3,10,16,20,24,26,34,36,38,39,44,50,51,54,56],benefit:[11,17],bengio:[10,16],bertolami:58,besid:[2,10,16,59],best:[8,10,16,28,29,41,54,56,58,59],best_model_path:57,besteffort:45,beta1:12,beta2:12,beta:52,better:[10,11,16,17,27,39,44,50,56],between:[10,12,16,24,27,35,44,50,54,55,58,59],bgr:52,bi_lstm:[11,17],bia:[10,11,12,16,17,34,36,52],bias:[10,16,36],bias_attr:[10,11,16,17,27,34],bias_param_attr:[11,17],biases_:36,biasparameter_:36,biassiz:36,bidi:45,bidirect:[11,17,34,57,59],bidirectional_lstm_net:58,big:38,bigger:24,biggest:58,bilinear:[10,16],bilinear_interpol:[10,16],bilinearfwdbwd:38,bin:[28,29,39,44,45,56],binari:[3,9,10,16,20,38,44,49,54,58],bird:51,bison:28,bit:54,bitext:59,bla:28,blank:[10,16,44],block:[10,16,27,36,38,41,52,58],block_expand:10,block_i:[10,16],block_x:[10,16],blog:58,bn_attr:17,bn_bias_attr:[11,17],bn_layer_attr:11,bn_param_attr:[11,17],bollen:58,bool:[3,7,9,10,11,12,15,16,17,19,20,36,41,43,54,56,58],boot:[10,34],boot_bia:10,boot_bias_active_typ:10,boot_lay:[10,34],boot_with_const_id:10,bootstrap:28,bos_id:[10,34],both:[0,7,10,11,14,15,16,17,23,24,29,34,36,38,44,50,52,54],bottleneck:[38,52],bottom:58,bow:[54,58],box:38,branch:[10,16,23,35],breadth:[41,59],brelu:6,brendan:58,brew:28,briefli:38,broadcast:24,brows:29,browser:[29,44],bryan:58,bucket_nam:44,buf_siz:20,buffer:[3,20,26,41],buffered_read:26,bug:44,bui:58,build:[0,27,29,32,41,44,46,47,49,51,52,54,56,58,59],built:[0,28,29,50,57],bunch:[38,54],bunk:58,button:[35,44],c11:25,c99e:44,cach:[54,56,57],cache_pass_in_mem:[3,54,56,57],cachetyp:[3,54,56,57],calc_batch_s:[3,57],calcul:[3,9,10,11,12,16,17,24,34,36,38,41,43,50,56],call:[3,10,11,16,17,23,27,34,36,38,41,44,51,52,54,58,59],callabl:[3,10,20],callback:36,caller:44,caltech:51,can:[2,3,5,7,8,9,10,11,15,16,17,20,23,24,26,27,28,29,31,34,35,36,38,39,40,41,43,44,45,49,50,51,52,54,56,57,58,59],can_over_batch_s:[3,57],candid:[10,16],cannot:36,caoi:59,capabl:[28,58],capac:44,caption:[27,59],captur:[27,39],card:39,care:[11,17,26,40,41,55],carefulli:[39,41,52],cat:[29,51,52,58],categor:57,categori:[10,16,24,54,58],categoryfil:45,caus:24,caution:[44,45],ccb2_pc30:59,cde:[10,16],ceil:[10,16],ceil_mod:[10,16],cell:[10,11,16,17,58],center:3,ceph:45,certain:[2,40,57],certif:[23,44],cffi:25,cfg:45,cgo:25,chain:[20,36],challeng:24,chanc:[23,36,54],chang:[10,26,27,29,34,35,36,38,41,44,54,58],channel:[10,16,38,39,52],channl:[39,52],char_bas:56,charact:[54,56],character:27,characterist:[43,51],check:[3,20,27,28,29,35,41,43,44,55],check_align:20,check_eq:36,check_fail_continu:3,check_l:36,check_sparse_distribution_batch:[40,41],check_sparse_distribution_in_pserv:[40,41],check_sparse_distribution_ratio:[40,41],check_sparse_distribution_unbalance_degre:[40,41],checkgrad:41,checkgrad_ep:41,checkout:35,children:55,chines:53,chmod:[28,44],choic:[29,55],choos:[41,54,56],chosen:[2,55,59],chunk:[9,50,57],chunk_schem:9,chunktyp:9,cifar:[50,51],cifar_vgg_model:51,claim:44,claimnam:44,clang:[25,28,29,35],class1:58,class2:58,class_dim:58,classfic:[52,58],classfiic:51,classic:[10,16,27],classif:[3,5,10,16,43,52,53,54,58,59],classifc:58,classifi:[9,50,51,52,54,58],classification_cost:[51,54],classification_error_evalu:[50,54,58,59],classification_threshold:9,claster:44,clean:[5,56],cleric:55,cli:44,click:[35,38,44],client:35,clip:[7,12,15,41,54,58],clock:[10,16],clone:[28,29],close:[3,26],closer:27,cloud:24,cls:54,cludform:44,cluster:[23,24,40,41,45,54,59],cluster_train:39,cm469:44,cmake3:28,cmake:[28,36,38],cmakelist:36,cmd:45,cna:[10,16],cname:44,cnn:[45,52,54],code:[0,3,5,16,20,23,26,27,28,29,30,34,36,37,38,39,44,45,50,54,55],coeff:[10,16],coeffici:[10,16],collabor:24,collect:[10,16,20,22,27,55],collectbia:36,colleg:55,color:[51,52],column:[9,10,16,26,36,49,59],colunm:59,com:[10,11,16,17,20,28,29,31,35,44,45,52],combin:[10,11,16,17,20,50,56,58],come:58,comedi:55,comma:[41,49],command:[2,5,27,28,29,31,35,36,37,38,39,44,45,46,47,49,50,51,52,56,57,58],commandlin:[38,58],commenc:54,comment:[11,17,20,35,54,58],commnun:39,common:[34,36,40],common_util:[39,56],commonli:[34,38,43],commun:[0,24,36,39,44],compani:58,compar:[36,50,54],compat:3,compet:58,competit:50,compil:[28,29,35,36],complet:[0,5,10,11,16,17,20,22,24,36,44,45,54],complex:[2,3,11,17,26,34,38,54],complic:[10,16],compon:36,compos:[20,23,50,57],composenotalign:20,comput:[10,11,16,17,23,24,27,28,29,34,36,38,43,44,54,56,57,58],computation:34,conat:16,conat_lay:10,concat:[10,59],concat_lay:34,concaten:[11,17],concept:[3,23,29,34],concern:23,concurr:24,concurrentremoteparameterupdat:41,condit:[10,16,34,39,45,59],conduct:38,conf:[5,10,16,39,49,50,52,59],conf_paddle_gradient_num:44,conf_paddle_n:44,conf_paddle_port:44,conf_paddle_ports_num:44,conf_paddle_ports_num_spars:44,confid:58,config:[3,7,10,11,15,16,17,27,36,39,40,41,44,45,49,50,51,52,54,58,59],config_:41,config_arg:[40,41,43,52,54,57,58],config_bas:[16,17,22],config_fil:57,config_gener:[39,56],config_lay:36,config_pars:[5,36],configur:[1,2,3,5,8,10,16,27,33,35,36,38,41,49,51,52,58,59],conflict:35,confront:59,congest:41,conll05st:57,conll:57,connect:[2,11,17,27,36,44,45,50,51,52,54,56,58],connectionist:[10,16,58],connor:58,consequ:[10,11,16,17],consid:[9,10,12,16,28,29,38,43,51],consider:[3,11,17],consist:[10,16,26,51,52,54,57,59],consol:[38,44],constant:36,construct:[3,5,23,34,56],construct_featur:56,constructor:36,consum:[24,58],contact:24,contain:[3,8,9,10,11,16,17,19,20,23,30,31,34,35,39,44,51,52,54,55,58,59],containerport:44,contemporan:58,content:[45,57,58],context:[10,11,16,17,34,49,54,56,57,58,59],context_attr:[11,17],context_len:[10,11,16,17,54,56],context_proj_layer_nam:11,context_proj_nam:17,context_proj_param_attr:[11,17],context_project:[11,17,56],context_start:[10,11,16,17,54],contibut:35,contin:44,continu:[3,24,31,41],contrast:[10,16,59],contribut:[0,30,37,58],contributor:0,control:[7,15,41,44,45,59],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:[23,39],converg:[39,50,58],convert:[3,5,20,26,34,49,51,52,54,56],convlay:[10,16],convolut:[10,11,16,17,50,52,56],convoper:[10,16],convtran:[10,16],convtranslay:[10,16],cool:[3,35],copi:[23,44,50,56],copy_shared_paramet:50,copytonumpymat:50,core:[3,7,15,41,59],coreo:44,corespond:57,corpora:59,corpu:57,correct:[3,9,10,16,36,44],correctli:[9,20,36,50],correl:[27,51,58],correspoind:23,correspond:[3,5,23,27,34,36,51,55,57,58,59],corss_entropi:23,cos:[10,16],cos_sim:56,cosin:[10,16,56],cost:[5,12,23,27,41,50,54,56,58,59],cost_id:10,could:[3,5,9,10,16,20,22,23,26,29,38,39,44,54,56],count:[24,26,38,41,43,45,49,56,57,58,59],counter:24,coupl:27,coverag:28,coveral:28,coveralls_uploadpackag:28,cpickl:[52,56],cpp:[25,35,36,38,54,56,59],cpu:[2,3,7,10,15,16,28,31,38,41,45,50,57,58,59],cpuinfo:29,craftsman:55,crash:[24,38,39,41],crazi:39,creat:[5,7,10,15,16,20,23,24,27,28,29,36,39,41,49,50,51,59],create_bias_paramet:36,create_input_paramet:36,createargu:50,createfromconfigproto:[5,50],createstack:44,creation:44,creationd:44,creator:20,credit:50,cretor:20,crf:[10,57],crf_decod:10,crime:55,critic:58,crop:52,crop_siz:52,cross:[10,16,54,57],cross_entropi:[16,23,50],cross_entropy_with_selfnorm:16,csc:36,cslm:59,csr:36,csv:55,ctc:10,ctc_layer:9,ctest:29,ctrl:[39,56],ctx:57,ctx_0:57,ctx_0_slot:57,ctx_n1:57,ctx_n1_slot:57,ctx_n2:57,ctx_n2_slot:57,ctx_p1:57,ctx_p1_slot:57,ctx_p2:57,ctx_p2_slot:57,cub:51,cuda:[28,29,31,38,39,41],cuda_dir:[40,41],cudaconfigurecal:38,cudadevicegetattribut:38,cudaeventcr:38,cudaeventcreatewithflag:38,cudafre:38,cudagetdevic:38,cudagetdevicecount:38,cudagetdeviceproperti:38,cudagetlasterror:38,cudahostalloc:38,cudalaunch:38,cudamalloc:38,cudamemcpi:38,cudaprofilerstart:38,cudaprofilerstop:38,cudaruntimegetvers:38,cudasetdevic:38,cudasetupargu:38,cudastreamcr:38,cudastreamcreatewithflag:38,cudastreamsynchron:38,cudeviceget:38,cudevicegetattribut:38,cudevicegetcount:38,cudevicegetnam:38,cudevicetotalmem:38,cudnn:[10,16,19,28,31,41],cudnn_batch_norm:[10,16],cudnn_conv:[10,16],cudnn_conv_workspace_limit_in_mb:[40,41],cudnn_convt:[10,16],cudnn_dir:[40,41],cudrivergetvers:38,cuinit:38,cumul:[10,16],curl:[28,44],current:[3,10,12,16,24,27,29,34,35,36,39,41,44,54,58,59],current_word:34,currentcost:[9,54,56,58,59],currentev:[9,54,56,58,59],curv:[23,51,57],custom:[2,3,23,36,44,55,58],custom_batch_read:26,cycl:24,cyclic:[10,16],cython:25,d3e0:44,daemon:29,dai:59,daili:58,dalla:3,dan:57,danger:3,darwin:44,dat:[20,39,56],data:[2,3,5,8,11,12,17,22,23,24,28,29,32,36,38,39,40,41,43,46,52,55],data_batch_gen:50,data_dir:[49,51,58,59],data_feed:20,data_fil:27,data_initialz:54,data_lay:[3,9,27,34,50,51,54,56,57],data_nam:20,data_provid:8,data_read:[20,26],data_reader_creator_random_imag:26,data_sourc:[8,50],data_typ:[16,20],databas:58,datadim:[10,16],datalay:[10,16],dataprovid:[2,8,27,34,39,56,57],dataprovider_bow:54,dataprovider_emb:54,dataproviderconvert:5,datasci:[10,16],dataset:[1,3,26,27,41,49,51,52,54,57,58],datasourc:[4,56],date:57,db_lstm:57,dcgan:50,dcmake_install_prefix:28,dead:24,deal:[35,50],deb:[30,31],debian:[29,30],debug:3,decai:[12,51],decid:[23,26],declar:[10,11,16,56],decod:[10,11,16,17,34,57,59],decoder_boot:34,decoder_group_nam:34,decoder_input:34,decoder_mem:34,decoder_prev:[11,17],decoder_s:34,decoder_st:[11,17,34],deconv:[10,16],deconvolut:[10,16],decor:[3,20,36],decreas:27,decrypt:44,deep:[0,10,16,27,29,38,50,51,52,54,57],deeper:[27,29,52],deer:51,def:[3,10,16,20,23,26,27,34,36,50,52,54,56,57],defalut:[10,16,41,43],default_devic:43,default_valu:43,defferenct:3,defin:[2,3,8,9,10,11,16,17,20,23,26,27,34,36,39,41,49,50,51,56,57],define_py_data_sources2:[3,8,27,51,52,54,56],defini:59,definit:[3,20,24,27,29,49,54,58],degre:[10,16],del:56,delai:41,delar:54,delet:24,deletestack:44,delimit:[9,55,56],demand:24,demo:[10,34,39,45,46,49,50,51,52,53,54,55,56,57,58,59],demograph:55,demolish:45,demonstr:[27,34,50,56],denot:[43,54,55,57],dens:[3,10,16,20,36,44,54,56],dense_vector:[3,5,16,20,27,56],dense_vector_sequ:20,depend:[24,27,29,31,39,43,51,55],deploi:[39,43],deploy:[39,44],deriv:[14,23],descent:[10,12,16,24],describ:[23,27,36,44,45,50,54,57],describestack:44,describestackev:44,describestackresourc:44,descript:[5,28,34,42,44,51,56],design:[3,10,16,20,25,58],desir:[24,44,45,49],destructor:36,detail:[3,5,7,10,11,12,15,16,17,34,35,36,38,39,42,43,44,45,49,50,52,54,56,58,59],detect:9,determin:[3,10,16,20,36,50],dev:[28,29,51,56,59],devel:28,develop:[0,28,35,40,41,59],deverlop:41,deviat:[7,15],devic:[7,15,41,59],deviceid:43,devid:[10,16,41],dez:58,dfs:11,diagnos:39,diagram:52,dict:[3,8,20,54,56,58,59],dict_dim:58,dict_fil:[9,34,54,57],dict_nam:8,dictionai:54,dictionari:[3,8,9,10,20,22,23,34,43,52,54,56,57,58,59],dictsiz:59,did:3,differ:[3,8,9,10,16,24,27,29,34,35,36,39,41,44,45,49,51,52,54,58,59],difficult:27,dig:[29,38,44],digit:[3,10,16],dim:[20,36,49,52,54,58],dimens:[10,14,16,19,20,36,43,49,54,56,58],dimension:[3,27,34,36,50,54],dimenst:49,dimes:[10,16],din:56,dir:[39,52,54,56,57,58,59],dirctori:29,direct:[10,11,16,17,29,52,57],directli:[2,3,11,17,27,29,39,45,58],directori:[2,28,29,35,38,39,41,45,51,52,54,56,57,58,59],diretcoti:52,dis_conf:50,dis_train:50,dis_training_machin:50,disabl:3,discard:[20,24,41],discount:[10,16],discov:[24,57],discoveri:44,discrep:38,discrimin:50,discriminator_train:50,discuss:23,disk:45,dispatch:[24,39,41],disput:59,dist_train:23,distanc:9,distibut:49,distinguish:[39,50,59],distribut:[10,16,28,37,45,46,47,50,54,57],distribute_test:[40,41],distributedli:36,disucss:23,divid:[12,40,51,59],diy_beam_search_prob_so:[40,41],dmkl_root:28,dns:44,do_forward_backward:26,doc:[5,11,17,20,28,29,39],docker:[30,44,46,47],docker_build:23,docker_push:23,dockerhub:29,doctor:55,document:[3,5,11,17,28,35,43,51,54,56,57,58],documentari:[3,55],doe:[3,5,11,17,24,26,27,31,34,36,38,54,56,57],doesn:[7,10,15,20,23,26,35,38,45,59],dog:[51,52],doing:38,domain:44,don:[11,17,23,26,27,44,58],done:[10,11,16,17,24,34,38,44,50,58],dopenblas_root:28,dot:[41,52,59],dot_period:[41,43,50,51,56,58,59],dotmuloper:[10,16],dotmulproject:[10,16],doubl:[3,28,41],down:[38,54],download:[20,24,29,31,50,51,54,57,58],download_cifar:51,downsampl:51,doxygen:[28,35],dpkg:31,drama:55,drop:3,drop_rat:[7,15],dropout:[7,10,15,16,36,54],dropout_lay:10,dropout_r:[11,17],drwxr:45,dtoh:38,dtype:[5,27,52],dubai:59,due:[55,56],duplic:55,durat:38,dure:[2,3,10,16,24,27,35,36,40,41,44,54,56,57,59],durn:3,dwith_doc:28,dwith_profil:38,dwith_tim:38,dynam:[2,3,26,28,38,41],dynamic_cast:36,each:[2,3,5,9,10,16,19,20,22,24,26,27,29,34,35,36,39,41,43,44,49,51,52,54,55,56,57,58,59],each_feature_vector:14,each_meta:56,each_pixel_str:3,each_sequ:[10,16],each_time_step_output:14,each_timestep:[10,16],each_word:3,eaqual:[10,16],eas:[20,26,52],easi:[0,26,29,36,39,54],easier:[23,26,36],easili:[23,26,27],echo:[29,56,58],edit:[9,29,44],editor:[29,35],edu:[20,44,45,51],educ:55,eeoi3ezpr86c:44,effect:[3,41,44],effici:[0,2,3,34,36],efg:[10,16],efs:44,efs_dns_nam:44,efsvol:44,eight:57,either:[10,16,20,22,23,38,54,56],elb:44,elbapis:44,elec:54,electron:[45,54],elem_dim:[10,16],element:[3,5,9,10,11,16,17,20,22,26,54,58,59],elif:[23,56],elimin:57,els:[10,23,29,36,52,54,56],emac:[29,35],emb:[45,54],embed:[10,23,34,53,56,58],embedd:57,embedding_lay:[34,54,56],embedding_nam:34,embedding_s:34,emphas:38,empir:[10,16],emplace_back:36,emploi:[34,55],empti:[9,20,24,27],emul:59,enabl:[3,7,15,38,39,41,44],enable_grad_shar:[40,41],enable_parallel_vector:41,enc_proj:[11,17,34],enc_seq:[11,17],enc_vec:34,encod:[11,17,34,59],encoded_proj:[11,17,34],encoded_sequ:[11,17,34],encoded_vector:34,encoder_last:10,encoder_proj:34,encoder_s:34,encrypt:44,encrypt_decrypt:44,end:[3,9,10,16,26,27,34,41,49,57,58,59],end_pass:23,enditer:[22,23],endpass:[22,23],endpoint:44,endtrain:23,engin:[0,38,55],english:[3,10,16,59],enjoi:29,enough:27,ensembl:[11,17],ensur:[3,24,36],enter:[29,55],entir:[10,11,16,17,58],entri:[20,36,44,55],entropi:[10,16,54,57],enumer:[10,14,54,56],enumerate_data_types_of_data_lay:20,env:[35,44],environ:[23,28,29,31,38,39,40,41,44,45,50,51,56],eol:35,eos:10,eos_id:[10,16,34],epel:28,epoch:55,epsilon:12,equal:[10,11,12,16,17,24,41],equat:[10,11,12,16,17,29],equilibrium:50,equip:[28,34],equival:[10,16,23],error:[7,9,10,12,15,16,23,27,31,36,39,41,44,51,52,54,55,56,58,59],error_clipping_threshold:[7,15],errorr:9,especi:[3,11,17,57],essenc:23,essenti:[10,23,28,57,59],estat:27,estim:[10,16,23],eta:45,etc:[12,20,26,29,39,40,43,44,58,59],etcd:24,eth0:[39,44],ethternet:39,eval:[9,54,56,58,59],eval_bleu:59,evalu:[2,4,10,16,32,38,39,54,58,59],evaluate_pass:58,evaluator_bas:9,evalut:[27,59],even:[23,26,38,41,58],evenli:44,event:45,event_handl:23,everi:[2,3,9,10,11,17,20,23,24,34,35,36,41,54,57,58,59],everyth:[27,29,35],exactli:[3,9,10,11,16,17,29,44,57],exampl:[2,3,8,9,10,11,12,16,17,20,22,26,27,28,29,34,36,38,39,40,41,43,44,45,51,52,53,54,58,59],exceed:10,except:[3,43,49,56,58],excluded_chunk_typ:9,exconv:[10,16],exconvt:[10,16],exdb:20,exec:[29,41],execut:[24,36,38,44,55,57,58],exist:[23,24,26,36,41,44,55,58],exit:[41,45],exp:6,expand:[10,36,57,58,59],expand_a:[10,16],expand_level:[10,16],expandconvlay:[10,16],expandlevel:[10,16],expect:[10,16,38,58],expens:59,experi:43,expir:24,explain:[3,9,24,39,50,58],explan:[10,16,54,59],explanatori:[27,29],explicit:36,explicitli:[3,23],exploit:51,explor:10,exponenti:14,expos:[29,44],express:[23,44,58],extend:[0,56],extens:[12,55,56,59],extern:[3,25],extra:[10,11,15,16,17,27],extraattr:[7,15,43],extraattribut:[16,17],extraattributenon:16,extract:[10,16,44,51,57,58],extract_fea_c:52,extract_fea_pi:52,extract_para:49,extralayerattribut:[7,10,11,15],extralayeroutput:11,extrapaddl:17,extrem:[10,38],extremli:2,f120da72:45,f7e3:44,fa0wx:45,fabric:39,facotr:[10,16],fact:52,factor:[7,10,12,15,16],factori:25,fail:[3,41,43,45,51],failur:24,fake:50,fake_imag:26,fals:[3,7,9,10,11,12,15,16,17,20,26,27,34,36,41,43,45,49,54,56,57,58,59],false_label:26,false_read:26,famili:59,familiar:[3,27],fanscin:3,fantasi:55,fantast:54,far:0,farmer:55,fascinatingli:2,fast:[10,16,35,38],faster:[10,11,16,17,34,38,58],favori:29,favorit:35,favourit:29,fbd1f2bb71f4:45,fc1:[36,43],fc2:43,fc3:43,fc4:43,fc8a365:44,fc8a:44,fc_act:[11,17],fc_attr:[11,17],fc_bias_attr:[11,17],fc_layer:[27,36,43,54,56],fc_layer_nam:11,fc_name:17,fc_param_attr:[11,17],fclayer:36,fdata:57,fea:52,fea_output:52,feat:58,featur:[3,10,14,16,20,35,41,51,54,58,59],feature_map:56,feed:[11,17,20,22,23,27,58],feedback:0,feeder:20,feedforward:51,femal:55,fernan:58,festiv:3,fetch:[20,34,36],few:[3,24,26,29],fewer:10,fg0:[10,16],field:[10,16,22,38,44],figur:[23,34,36,38,49,50,51,52,57,58,59],file1:59,file2:59,file:[2,3,5,9,10,16,20,23,24,26,27,28,29,34,35,36,39,41,49,51,52,57,58,59],file_list:3,file_nam:[3,27,52,54,57],filenam:[3,56],filer:[10,16],filesystem:[29,44],fill:[10,16,24,44,54],film:55,filter:[10,16,52],filter_s:[10,11,16,17],filter_size_i:[10,16],finali:39,find:[10,12,24,29,38,51,58,59],fine:[7,15,56],fingerprint:44,finish:[3,24,29,39,44,45,51],finit:36,first:[3,10,16,20,23,24,27,29,31,34,35,36,38,41,43,44,49,50,51,52,54,56,57,58,59],first_seq:34,firstn:20,firstseen:45,fit:[2,20,35],five:[38,54],fix:[3,7,15,25,59],flag:[41,50,51,57],flexiabl:26,flexibl:[0,2,10,11,17,23,34],flight:59,float32:[5,20,26,27,50,52],floor:[10,16],flow:35,fly:[27,54],fnt03:44,focu:[3,38],folder:[28,29,44,51,58,59],follow:[2,3,9,10,11,12,16,17,20,23,24,26,28,29,31,34,35,36,38,39,43,44,45,46,47,49,50,51,52,54,55,56,57,58,59],fool:50,forbid:23,force_load:25,forecast:58,forget:[12,23,58],form:[2,3,11,12,17,38,57],format:[2,3,9,27,35,36,41,44,49,51,55,56,58],former:[23,59],formula:[10,11,16,17],formular:[10,16],forward:[11,14,17,34,35,36,43,50,57,58],forwardactiv:36,forwardtest:5,found:[3,5,10,16,28,34,50,51,54,58],four:[3,31,49,52,54,56,57,58],frame:9,framework:[23,36,52,54,58],free:59,french:59,frequenc:[20,38,49,54,58],frequent:[26,39,59],frog:51,from:[0,3,5,10,11,16,17,20,22,24,26,27,29,32,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],from_timestep:[10,16],fromfil:[26,27,52],fulfil:38,full:[10,16,24,29,34,36],full_matrix_project:[11,17,34],fulli:[27,35,36,38,50,51,52,54,56,58],fullmatrixproject:[10,16],fully_matrix_project:[11,17],fullyconnect:49,fullyconnectedlay:36,func:20,fundament:27,further:10,fusion:56,gain:[10,16],game:50,gamma:52,gan:23,gan_train:50,gap:41,gate:[10,11,16,17,58],gate_act:[10,11,16,17],gate_recurr:[10,16],gather:[10,36,56],gauss:[7,15],gaussian:50,gcc:[25,28,29],gdebi:31,gen:[10,59],gen_conf:[50,59],gen_data:59,gen_result:59,gen_train:50,gen_training_machin:50,gen_trans_fil:34,gender:[55,56],gener:[2,3,5,9,10,11,16,17,20,22,23,24,26,27,28,29,38,39,41,43,44,49,52,53,54,56,58],generatedinput:34,generator_conf:50,generator_machin:50,generator_train:50,genert:3,genr:[55,56],gereat:9,get:[3,10,11,16,17,27,28,31,34,36,38,39,44,48,51,52,54,56,57,58],get_batch_s:57,get_best_pass:58,get_config_arg:[43,54,56,58],get_data:[45,54,57],get_imdb:58,get_input_lay:36,get_mnist_data:50,get_model:52,get_nois:50,get_output_attr:17,get_output_layer_attr:11,get_training_loss:50,get_word_dict:20,getbatchs:36,getenv:23,getinput:36,getinputgrad:36,getinputvalu:36,getoutputgrad:36,getoutputvalu:36,getparameterptr:36,getsiz:36,getslotvalu:50,gettempl:44,gettranspos:36,getw:36,getweight:36,getwgrad:36,gfortran:28,gildea:57,gist:[11,17],git:[28,29,35],github:[10,11,16,17,28,29,31,52],give:[3,24,27,29,36,38,44,54],given:[3,20,22,26,36,41,50,54,57,58,59],global:[3,7,12,15,23,24,38,41,44,56,58],global_learning_r:[7,15],globalstat:38,globalstatinfo:38,globe:3,goal:[38,57],godoc:25,goe:[10,11,16,17,24,27],going:[54,58],good:[10,16,26,38,58,59],goodfellow13:[10,16],googl:23,googleapi:44,gpg2:44,gpg:44,gpu:[2,3,7,10,12,15,16,19,28,31,37,39,50,51,52,56,57,58,59],gpu_id:[41,43,50],gpugpu_id:40,grab:[24,58],grad:[41,55],grad_share_block_num:[40,41],gradient:[7,9,10,12,15,16,24,41,54,58],gradient_clipping_threshold:[7,12,15,54,58],gradientmachin:[5,50,56,59],gradual:[27,38],grai:51,gram:[49,58],grant:44,graph:[10,24,49],graphviz:52,grave:58,grayscal:3,greater:[10,16],grep:[29,58],groudtruth:34,ground:[9,10,16,54,59],group:[11,17,58],group_id:56,group_input:34,grouplen:55,gru:[10,16,34,54,59],gru_attr:17,gru_bias_attr:[11,17],gru_decod:34,gru_decoder_with_attent:34,gru_encoder_decod:[49,59],gru_layer_attr:11,gru_memori:[11,17],gru_siz:54,gru_step:[17,34],gru_step_lay:[11,34],grumemori:[11,17,34],gserver:[10,36],gsizex:38,guarante:36,guess:[27,58],gui:38,guid:[30,34,35,36,38,44,45,49,51,58,59],guidenc:27,gur_group:[11,17],gzip:45,hack:[30,39],hadoop:23,half:44,hand:[55,56,58],handl:[23,26,39,56,58],handwrit:[3,58],hard:[44,54],hardwar:[29,38],has:[3,5,10,11,12,16,17,23,24,29,34,36,38,44,45,49,51,54,55,56,57,58,59],have:[2,3,5,9,10,11,16,17,20,23,24,26,27,28,29,34,35,36,38,39,41,43,44,49,51,54,55,56,58,59],hdf:2,head:[35,49,58],header:[27,36,49,52,56],health:55,heavi:39,height:[10,16,20,25,26,36,51],held:24,hello:23,help:[3,5,35,39],helper:[8,10,11,16,17,36],here:[3,5,7,10,11,15,16,17,20,23,26,27,28,34,39,40,43,44,45,49,51,52,53,54,55,56,57,58,59],heurist:[10,41,59],hidden:[10,11,16,17,34,44,54,56,58],hidden_s:[11,17,56],hierarch:[10,16,34],high:[7,15,36,50],higher:2,highest:[20,59],highli:[2,3,34,43,56,58],him:23,hint:27,histor:58,hl_get_sync_flag:36,hold:[23,24,44],home:[39,44,45],homemak:55,hook:[3,56,57],hope:0,horizont:[10,16,52],horror:55,hors:51,horst:58,host:[28,29,39,44,45],hostnam:[39,44],hostpath:45,hostport:44,hot:56,hour:59,hous:[3,20,27,49],how:[2,3,7,10,15,16,23,24,27,34,39,41,44,45,48,51,52,54,56],howev:[3,11,17,26,27,34,35,40,41,44,58,59],hpp:25,html:[20,29,51],htod:38,http:[10,11,16,17,20,28,29,31,35,44,45,50,51,52,59],huber:[10,16],huge:[10,16,35],huina:58,human:59,hyper:[10,16,36],hyperplan:20,i0601:56,i0706:59,i0719:59,i1117:38,iamfullaccess:44,iamusersshkei:44,ib0:39,icwsm:58,id_input:[9,34],idea:[10,16,26],ident:[27,29,44,55],identifi:[34,36],identityoffsetproject:[10,16],identityproject:[10,16],ids:[9,10,16,36,54,56],idx:36,ieee:58,ignor:[3,9,10,41,49],ijcnlp:58,illustr:[3,24,34,36,38,54],ilsvrc:52,imag:[3,19,20,23,26,27,30,43,44,46,47,50,52,53,59],image_a:26,image_b:26,image_classif:51,image_fil:26,image_lay:26,image_list_provid:52,image_nam:23,image_path:26,image_provid:51,image_reader_cr:26,image_s:52,imagenet:53,imagepullpolici:44,imageri:[10,16],images_reader_cr:26,imdb:55,imdber:58,img:[3,10,16,51],img_conv:17,img_conv_lay:11,img_featur:3,img_norm_typ:10,img_pool:17,img_pool_lay:11,img_siz:51,imgsiz:38,imgsizei:38,imgsizex:38,immedi:44,immutable_paramet:23,implement:[3,10,11,12,16,17,20,34,54,57],importerror:56,improv:[0,38,44,58,59],inbound:44,includ:[2,3,10,11,16,17,23,25,28,29,34,36,38,41,44,45,49,54,55,57,59],inconsist:55,incorrect:[10,16],increas:[24,41,59],increment:41,incupd:36,inde:[20,26,29],independ:[10,16,54],index:[3,9,10,16,19,20,24,34,39,44,56],indexslot:[10,57],indic:[3,9,10,16,27,39,44,57],individu:[27,44],industri:24,infer:[1,23,24,28],infiniband:39,info:[9,10,16,36,39],infom:35,inform:[5,9,36,38,41,44,55,56,57,58,59],infrastructur:[44,50],ingor:41,ininst:23,init:[7,15,36,43,44,50,54,56,57],init_hook:[54,56,57],init_hook_wrapp:8,init_model_path:[40,41,43,49,54,57],initi:[3,5,7,10,15,16,34,36,41,49,50,54,57],initial_max:[7,15],initial_mean:[7,10,15,16],initial_min:[7,15],initial_std:[7,10,15,16],initpaddl:[5,50],inlcud:[11,17],inlin:44,inner:36,inner_param_attr:[11,17],input1:[10,11,16,17],input2:[10,16],input:[3,5,9,10,11,14,16,17,19,20,22,26,27,34,36,43,49,50,51,52,54,56,57,58,59],input_data:36,input_data_target:36,input_featur:14,input_fil:[27,57],input_hassub_sequence_data:36,input_id:[10,16],input_imag:[11,17,51],input_index:36,input_label:36,input_lay:[10,36],input_nam:23,input_sequence_data:36,input_sequence_label:36,input_sparse_float_value_data:36,input_sparse_non_value_data:36,input_t:36,input_typ:[27,34,54,56],inputdef:36,inputlayers_:36,inputtyp:[3,20],insid:[9,10,16,24,26,29,44],inspir:49,instal:[29,32,35,39,45,51,52,56,57,58],instanc:[10,12,16,24,34,36,38,41,57],instance_ip:44,instanti:24,instead:[10,16,19,26,29,35,39,54,59],instruct:[29,31,38,54],int32:41,integ:[3,9,10,16,20,25,34,36,54,58],integer_valu:[3,20,54],integer_value_sequ:[3,20,34,54,57],integr:[28,57],intend:0,inter:[10,16,39],interact:[29,44],intercept:[10,16],interest:[38,58],interfac:[5,7,10,11,15,16,17,39,44,51,56,58],interg:54,intergr:[10,16],intermedi:57,intern:[10,11,17,20,44],internet:[24,58],interpol:10,interpret:[3,9,28,38],interv:58,intrins:28,introduc:[3,24,45,56,58],introduct:[4,50],invalid:26,invari:51,invok:[3,10,38,44,56],involv:50,iob:9,ioe:9,ips:44,ipt:[10,16,34],ipython:23,is_async:12,is_discriminator_train:50,is_gener:[10,49,50,59],is_generator_train:50,is_kei:56,is_layer_typ:10,is_predict:[54,56,58],is_seq:[10,34,56],is_sequ:56,is_stat:[7,15],is_test:[52,57,58],is_train:3,isn:38,isol:29,isspars:36,issu:[28,29,38],item:[10,16,20,26],iter:[10,11,12,17,20,22,23,24,26,51,57,58],its:[3,9,10,11,16,17,23,24,36,38,41,44,49,50,51,54,58,59],itself:[11,17,24],java:25,jeremi:38,jie:[57,58],jmlr:[10,16],job:[5,9,40,41,43,52,54,56,57,58,59],job_dispatch_packag:39,job_mod:49,job_nam:44,job_namespac:44,job_path:44,job_workspac:39,jobpath:44,jobport0:44,jobport1:44,jobport2:44,jobport3:44,johan:58,join:24,joint:[49,59],jointli:[11,17,59],journal:[57,58],journei:29,jpeg:51,jpg:52,json:[39,44,45,56],jth:[11,17],judg:59,jupyt:29,just:[3,9,10,11,14,16,17,27,35,39,43,44,49,51,56,57,58],jx4xr:44,jypyt:23,k8s_data:44,k8s_job:23,k8s_token:23,k8s_train:44,k8s_user:23,kaim:[10,16],kaimingh:52,kebilinearinterpbw:38,kebilinearinterpfw:38,keep:[3,10,16,24],kei:[3,24,38,39,56,58],kernel:[10,16,38,54],key1:41,key2:41,key_pair_nam:44,keyid:44,keymetadata:44,keypair:44,keyserv:44,keystat:44,keyusag:44,keyword:3,kill:[24,44],kind:[2,3,23,24,27,44,45,50,54,56],kingsburi:57,kms:44,know:[3,11,17,23,27,36,38,44,56],knowledg:58,known:[50,58,59],kriz:[20,51],ksimonyan:[11,17],kube_cluster_tl:23,kube_ctrl_start_job:23,kube_list_containers_in_job_and_return_current_containers_rank:23,kubeconfig:44,kubectl:45,kuberent:44,kubernet:[23,24,37,39,46,47],kubernetes_service_host:23,kwarg:[3,9,10,11,12,16,17,20,54,56,57],l1_rate:[7,15],l2_rate:[7,15],l2regular:[51,54,58],label:[3,5,9,10,12,16,20,22,26,27,34,45,50,51,52,53,54,56,58],label_dict:57,label_dim:[10,16,54],label_fil:[26,57],label_lay:[10,26],label_list:57,label_path:26,label_slot:57,labeledbow:58,labl:58,lag:41,lake:3,lambdacost:[10,16],lambdarank:[10,16],languag:[10,16,43,49,57,58,59],laptop:29,larg:[19,57,58,59],larger:[3,7,9,10,12,15,16,39],last:[9,10,11,16,17,27,34,39,41,54,58,59],last_time_step_output:10,lastseen:45,late:58,latenc:[39,44],later:[28,35,44,54],latest:[10,16,24,29,35,45,58],latter:59,launch:[41,44,58],launcher:23,lawyer:55,layer1:[10,11,16,17],layer2:[10,16],layer3:[10,16],layer:[4,5,7,9,11,15,17,19,20,21,22,26,27,34,37,40,41,49,50,51,52,54,56,57,58],layer_0:36,layer_attr:[10,16,34,43],layer_num:[43,52],layer_s:[10,16],layer_typ:[10,16],layerbas:36,layerconfig:36,layergradutil:36,layermap:36,layeroutout:[10,16],layeroutput:[9,11,56],lbl:[9,51],ld_library_path:[28,31,39],lead:38,learn:[0,7,9,10,11,12,15,16,17,23,26,27,29,34,36,38,51,52,54,57,58,59],learnabl:[10,16],learning_method:[12,27,49,51,54,56,58,59],learning_r:[7,12,15,27,49,51,54,56,58,59],leas:24,least:[9,10,16,24,28,55],leav:[3,44],lecun:20,left:[10,16,27,52],leman:59,len:[3,10,16,34,36,54,56,57],length:[10,11,16,17,20,34,41,45,58,59],less:[10,16,23,39,59],less_than:23,let02:45,let:[5,10,16,23,27,29,44,56],level:[7,10,15,16,39,41,50,56,58,59],lib64:[28,39,41],libcudnn:28,libjpeg:51,libpaddl:25,libpython:28,librari:[10,16,28,29,39,41,56],licens:57,life:24,like:[3,9,10,16,24,26,27,28,34,38,39,40,43,44,49,52,54,56,58,59],limit:[10,20,38,41],line:[2,3,5,9,20,27,35,37,38,39,43,44,49,51,52,56,57,58,59],linear:[6,10,16,32],linear_comb:10,linearactiv:[10,27],linguist:57,link:[10,11,16,17,28,44,54,58],linux:[28,29,31,44,59],lipeng:49,lipton:58,list:[2,3,8,9,10,11,16,20,23,27,29,34,36,39,41,43,44,51,52,54,56,57,58,59],listen:41,literatur:58,littl:[2,3,41,54,58],lium:59,live:[24,29],liwicki:58,load:[2,3,5,10,16,23,24,27,41,44,52,56,57,58,59],load_featur:52,load_feature_c:52,load_feature_pi:52,load_missing_parameter_strategi:[40,41,43,49,57],load_uniform_data:50,loadparamet:5,loadsave_parameters_in_pserv:[40,41],local:[7,15,24,28,29,35,39,40,41,45,51,58],localhost:29,locat:[34,36,54,57],lock:24,log:[3,6,35,36,39,41,44,45,51,56,57,58,59],log_barrier_abstract:41,log_barrier_lowest_nod:[40,41],log_barrier_show_log:[40,41],log_clip:[40,41],log_error_clip:[40,41],log_period:[41,43,45,50,51,54,56,57,58,59],log_period_serv:[40,41],logarithm:14,logger:3,logic:[3,39],login:29,longer:59,look:[3,9,27,39,40,44,45,50,54],lookup:54,loop:26,loss:[10,16,36,50,54,58,59],lot:40,low:[10,16],lower:39,lowest:41,lst:56,lstm:[10,16,34,45,54],lstm_attr:17,lstm_bias_attr:[11,17],lstm_cell_attr:[11,17],lstm_group:[11,17],lstm_layer_attr:11,lstm_size:54,lstm_step:[11,17],lstmemori:[11,17,34],lstmemory_group:10,ltr:[10,16],lucki:27,mac:[28,29],machan:[11,17],machin:[10,11,12,16,17,27,35,36,40,41,43,44,45,54,56,58,59],made:[3,24,27,34,55],mai:[3,8,9,10,16,26,29,35,38,44,55],main:[3,5,35,44,51,57,58],mainli:41,maintain:[10,44],major:[29,35,50,52,58,59],make:[3,10,16,23,24,26,28,29,35,36,38,39,44,51,54,56,58],male:55,malloc:36,manag:[24,35,39],manageri:55,mandarin:[10,16],mani:[0,10,11,16,17,27,29,41,54,55,56,58],mannal:39,manual:35,manufactur:59,mao:58,map:[3,10,16,20,23,41,51,52,56],map_read:20,mapreduc:23,marcu:58,mark:[3,34,57],mark_slot:57,market:[27,55,58],martha:57,mask:[7,10,15,16],master:[23,35,41,58],mat_param_attr:[11,17],match:38,math:[11,17,25,36,38],matirx:[10,16],matplotlib:51,matric:[5,34,36],matrix:[9,10,11,16,17,20,25,34,36,40,43,52,57],matrixptr:36,matter:3,max:[3,7,10,13,15,16,20,38,41,43,51,54,56],max_id:[22,54],max_length:[10,34],max_sort_s:[10,16],maxid:[9,10,54],maxid_lay:[9,54],maxim:[10,59],maximum:[9,34,38,41,54,57,58],maxinum:19,maxout:10,maxpool:[10,16],mayb:[10,11,16,17,51],mean:[3,7,9,10,11,12,15,16,17,19,20,22,26,27,34,38,39,41,43,44,49,50,51,52,54,56,57,58,59],mean_img_s:51,mean_meta:52,mean_meta_224:52,mean_valu:52,measur:[27,38],mechan:[10,11,17,34,44,58],media:58,meet:57,mem:10,member:23,memcpi:38,memor:58,memori:[2,3,11,17,34,36,38,41,43,45,54,57,58,59],memory_nam:10,memory_threshold_on_load_data:41,mere:[11,17],merg:[35,41,49,59],mergedict:[49,59],messag:[27,41,45,56,58,59],meta:[39,51,52,54],meta_config:[39,56],meta_fil:56,meta_gener:[39,56],meta_path:51,meta_to_head:56,metadata:[44,45],metaplotlib:23,method:[3,8,10,11,12,16,22,29,36,38,41,43,54,56,58,59],might:[10,16,29,36,44],mileag:38,million:[43,55],min:[7,15,38,43,44,56],min_pool_s:3,mind:39,mini:[3,10,16,20,24],mini_batch:26,minibatch:[10,16],minibatch_data:20,minim:[3,12,27,41],minimum:[10,16],minimun:41,minst:3,minut:[24,44,59],miss:[41,49,57],mit:44,mix:[11,17,34,57],mixed_attr:17,mixed_bias_attr:[11,17],mixed_lay:[11,34,57],mixed_layer_attr:11,mixedlayertyp:10,mkdir:[28,29,44],mkl:28,mkl_path:28,mkl_root:28,ml_data:[39,56],mnist:[3,5,26],mnist_provid:3,mnist_random_image_batch_read:26,mnist_train:[3,26],mnist_train_batch_read:26,mod:57,modal:57,mode:[10,16,41,50,51,52,56,58,59],model:[1,2,5,8,10,11,12,16,17,24,32,35,36,37,41,44,56,57,58],model_averag:12,model_config:[5,50],model_list:[41,43,57,58],model_output:58,model_path:43,model_zoo:[49,52],modelaverag:12,modifi:[5,34,35,36,39,44],modul:[2,3,5,8,11,17,20,27,28,51,52,54,56,57],modulo:[10,16],momentum:[7,12,15,27,54],momentumoptim:[27,51],mon:45,monitor:[54,58],mono:[10,16],month:[54,59],mood:58,more:[2,3,5,9,10,11,16,17,20,23,24,26,27,29,34,36,38,39,43,45,51,54,57,58,59],morin:[10,16],mose:[58,59],moses_bleu:59,mosesdecod:58,most:[3,5,10,20,23,26,27,34,36,38,40,56,57,58,59],mostli:[51,55],mount:[29,44,45],mountpath:[44,45],move:[10,16,24,38,44,56,58],movement:[38,58],movi:[3,58],movie_featur:56,movie_head:56,movie_id:56,movie_meta:56,movie_nam:56,movie_review:20,movieid:55,movielen:53,moving_average_fract:[10,16],mpi:39,mse:10,mse_cost:[27,56],much:[10,16,24,26,38],mul:36,mulit:39,multi:[10,16,36,40,41,52,59],multi_binary_label_cross_entropi:16,multi_crop:52,multinomi:[10,16],multipl:[9,10,11,16,17,20,23,29,34,36,41,43,44,50,54,56,58],multipli:[9,10,16,36,51],multithread:3,music:55,must:[3,9,10,11,14,16,17,26,28,29,34,35,36,39,41,43,44,59],my_cluster_nam:44,my_cool_stuff_branch:35,my_external_dns_nam:44,mypaddl:45,mysteri:55,name:[3,7,8,9,10,11,15,16,17,19,20,23,24,27,29,34,36,38,39,41,43,45,46,47,49,50,51,52,54,56,58,59],namespac:[25,29,36,45],nano:35,nativ:[10,16],natur:[43,57,58],nchw:[10,16],ndarrai:22,ndcg:[10,16],ndcg_num:[10,16],nearest:54,necessari:[3,10,16,28,36,39,54,58],necessarili:36,need:[3,10,11,16,17,20,23,27,28,29,31,34,35,36,39,40,41,43,44,45,50,51,52,54,56,57,58,59],neg:[3,9,10,16,54,57,58],neg_distribut:[10,16],negat:57,neighbor:54,nest:[3,20],net:[10,11,16,17],net_conf:58,net_diagram:52,network:[2,3,4,5,7,9,10,12,15,16,20,21,22,23,26,27,29,36,38,39,41,49,58,59],network_config:43,networkadministr:44,neural:[3,5,10,11,12,16,17,20,22,23,27,38,41,49,50,52,58,59],neuralnetwork:[10,16,32],neuron:[5,36,54,58],never:[20,26,44,45],newest:35,newtork:58,next:[10,24,34,36,38,41,44,45,57,58,59],nfs4:44,nfs:44,nfsver:44,nginx:29,nic:[39,40,41],nine:57,nlp:[3,10],nltk:20,nmt:59,nnz:36,no_cach:3,no_sequ:[3,56],noah:58,noavx:[29,31],node:[10,16,36,39,41,44,45,58,59],node_0:44,node_1:44,node_2:44,nodefil:39,noir:55,nois:[10,16,50],noise_dim:50,non:[10,16,24,36,41,44],none:[2,3,5,7,8,9,10,11,12,15,16,17,19,20,22,23,27,34,52,54],nonlinear:36,norm:50,norm_by_tim:[10,16],normal:[3,5,10,11,16,17,31,34,36,39,41,45,49,50,52],normzal:52,north:51,notat:[10,16],note:[3,5,7,10,11,12,15,16,17,19,22,23,26,28,38,41,43,44,49,51,56,58],notebook:29,noth:[14,41],notic:[34,36],novel:58,now:[0,3,10,16,24,27,29,35,41,44,50,56,57],np_arrai:20,nproc:28,ntst1213:59,ntst14:59,nullptr:36,num:[10,16,39,41,54,57,58,59],num_channel:[10,11,16,17,51],num_chunk_typ:9,num_class:[10,11,16,17,51],num_filt:[10,11,16,17],num_gradient_serv:[40,41],num_group:[10,16],num_neg_sampl:[10,16],num_parameter_serv:23,num_pass:[27,40,41,43,45,54,56,57,58,59],num_repeat:[10,16],num_result:9,num_results_per_sampl:10,number:[3,9,10,16,20,24,26,27,36,39,41,44,49,51,52,54,57,58,59],numchunktyp:9,numdevices_:43,numlogicaldevices_:43,numofallsampl:9,numofwrongpredict:9,numpi:[20,22,26,27,28,50,52],numsampl:38,numtagtyp:9,nvcc:29,nvidia:[28,29,38,41],obj:[3,8,27,51,52,54,56],object:[3,5,7,8,9,10,11,12,15,16,17,20,22,23,25,38,50,51,52,54,57],observ:[12,27,36,38,59],obtain:[54,57,58],occup:[55,56],occur:[20,35],oct:45,odd:[10,16],off:29,offer:[5,57],offici:[29,44,51],offlin:24,offset:[10,16,56],often:[9,39,54,59],ograd:36,old:[29,35,41],omit:54,on_init:3,on_travisexclud:28,onc:[3,10,24,29,35,36,44,54],one:[3,8,9,10,11,12,14,16,17,19,20,23,24,26,27,29,35,36,39,41,43,44,45,49,50,51,52,54,56,57,58,59],one_host_dens:56,one_hot_dens:56,onli:[2,3,5,9,10,11,16,17,19,20,22,23,27,28,34,35,36,38,40,41,43,44,45,49,52,54,55,58,59],onlin:[12,24,26],onto:44,open:[0,3,10,16,23,26,27,29,44,52,54,56,57],openbla:28,openblas_path:28,openblas_root:28,oper:[10,11,12,16,17,29,34,36,38,41,44,49,51,56],opinion:58,opt:[23,28],optim:[3,4,7,15,21,27,36,38,58],option:[3,9,10,16,23,27,35,36,39,43],order:[3,10,11,16,17,20,26,36,41,44,45,50,52,54,58,59],ordinari:58,oregon:44,org:[10,11,16,17,28,50],organ:[10,16,51,58,59],origin:[0,2,3,10,16,20,35,50,57,59],other:[3,9,10,11,12,16,17,20,28,29,31,34,35,43,44,45,49,50,51,52,54,55,56,57,58,59],otherchunktyp:9,otherwis:[2,8,10,16,20,23,24,26,34,39,43,56,59],our:[23,29,34,36,44,45,49,51,54,57,58,59],out:[10,16,23,27,34,38,41,44,45,51,58],out_dir:44,out_left:[10,16],out_mem:34,out_right:[10,16],out_size_i:[10,16],out_size_x:[10,16],outlin:42,outperform:57,output:[5,7,9,10,14,15,16,17,19,20,22,23,26,27,34,36,38,41,43,45,49,50,51,52,54,56,57,58,59],output_:[10,16,36],output_dir:52,output_fil:57,output_id:[10,16],output_lay:[22,52],output_max_index:19,output_mem:[10,16,34],outputh:[10,16],outputw:[10,16],outsid:[3,10,11,16,17,29],outter_kwarg:3,outv:36,over:[2,10,11,16,17,23,35,36,38,54,57,58],overcom:58,overhead:38,overlap:36,overrid:[24,36],owe:0,own:[29,35,39,44],pacakg:31,pack:29,packag:[3,16,20,29,30,44],pad:[10,34,54],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:[3,5,6,7,8,9,10,11,12,13,14,15,16,17,19,20,22,23,24,25,27,28,29,30,31,35,36,37,38,39,41,43,44,50,51,54,56,57,58,59],paddle_error:25,paddle_matrix:25,paddle_matrix_shap:25,paddle_n:39,paddle_output:45,paddle_port:39,paddle_ports_num:39,paddle_ports_num_for_spars:39,paddle_pserver2:39,paddle_root:49,paddle_source_root:49,paddle_train:39,paddledev:[44,45],paddlepaddl:[0,2,3,5,10,11,12,16,17,20,24,26,27,28,31,32,34,35,36,37,38,39,46,47,52,54,56,57,58],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[35,44,56],pai:29,pair:[9,57],palceholder_just_ignore_the_embed:49,palmer:57,paper:[10,16,49,50,52,57,58,59],paraconvert:49,paragraph:58,parallel:[38,41,43,44,45,59],parallel_nn:[7,15,40,41],param:[7,10,15,16,56],param_attr:[10,11,16,17,27,34],paramattr:[7,10,15,16,27,34],paramet:[2,3,4,5,8,9,10,11,12,16,17,19,20,21,26,27,36,37,43,50,51,54,56,57,58,59],parameter_attribut:[10,16],parameter_block_s:[40,41],parameter_block_size_for_spars:[40,41],parameter_learning_r:[7,15],parameter_nam:23,parameter_serv:23,parameterattribut:[7,10,11,15,16,17],parametermap:36,parameters_:36,parameterset:23,parametris:12,paramt:[44,49],paramutil:56,paraphras:59,paraphrase_data:49,paraphrase_model:49,paraspars:36,parent:[10,36],pars:[5,20,43,44,50,56,57],parse_config:[5,50],parser:56,part:[3,16,27,34,35,36,38,50,54,56,57,58,59],parti:[38,56],partial:[10,16,50],participl:49,particular:38,partit:[24,44],pass:[3,8,10,16,20,22,24,26,27,35,36,38,39,41,44,45,50,51,54,56,57,58,59],pass_idx:26,pass_test:50,passtyp:36,password:[29,39],past:[23,29,44],path:[2,3,9,20,24,26,27,28,34,39,41,43,44,45,49,51,52,54,57,58,59],pattern:[24,25,27,44,56,58],paul:57,paus:24,pave:59,pdf:[10,11,16,17],pem:[23,44],pend:24,penn:57,per:[10,26,41,51,54],perfom:[41,43],perform:[2,10,11,16,17,27,34,35,36,37,39,40,50,51,54,58,59],period:[2,24,41,54,56,57,58,59],perl:[58,59],permiss:44,peroid:[10,16],persist:44,persistentvolum:44,persistentvolumeclaim:44,person:23,perspect:38,perturb:36,pgp:44,phase:27,photo:51,pick:[3,44],pickl:56,picklabl:8,pictur:54,piec:[10,11,16,17,27],pillow:51,pip:[28,35,39,51,56],pipe:55,pipelin:57,pixel:[3,10,16,20],pixels_float:3,pixels_str:3,place:[2,3,24,36,38,39,52,59],placehold:[27,49],plai:[57,58],plain:[2,9,10,16],plan:[24,36],platform:[0,27,44],pleas:[3,5,7,10,11,12,15,16,17,23,24,26,28,29,30,34,35,36,44,49,51,54,56,57],plot:[23,51],plotcurv:51,png:[51,52],pnpairvalidationlay:41,pnpairvalidationpredict_fil:40,pod:[44,45],pod_nam:44,point:[27,38],polar:58,polici:44,polit:58,poll:58,poo:51,pool3:36,pool:[3,4,11,17,21,51,54,56],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:[11,54,56],pooling_typ:[10,16,54],poolingtyp:19,popular:[27,52],port:[29,39,40,41,44,45],port_num:40,ports_num:41,ports_num_for_spars:[40,41,43],pos:[56,58],pose:24,posit:[3,9,10,16,20,54,57,58,59],positive_label:9,possibl:[23,35,38,50],post1:28,potenti:38,power:[10,54,59],practic:[8,10,16,27,34,36],pre:[3,10,11,17,23,29,44,45,49,51,57,58,59],pre_dictandmodel:49,precis:[9,28],pred:[54,57],predefin:58,predetermin:[10,41,59],predic:57,predicate_dict:57,predicate_dict_fil:57,predicate_slot:57,predict:[3,4,9,10,12,16,22,27,34,39,41,49,54,59],predict_fil:41,predict_output_dir:[40,41,54],predict_sampl:5,predicted_label_id:54,predictor:56,predin:51,prefer:58,prefetch:36,prefix:[24,44],pregrad:36,preinstal:28,premodel:49,prepar:[5,32,46,54],preprcess:58,preprocess:[20,34,39,45,58],prerequisit:28,present:[23,52,57,59],pretti:27,prev_batch_st:[40,41],prevent:[2,12,23,24],previou:[10,11,16,17,24,36,41,44,57,59],previous:[45,52],price:27,primari:16,primarili:58,principl:23,print:[7,15,22,23,27,34,41,49,54,56,57,58,59],printallstatu:38,printer:9,printstatu:38,prite:9,privileg:44,prob:[9,22,50],probabilist:[10,16,49],probability_of_label_0:54,probability_of_label_1:54,probabl:[9,10,16,22,34,35,52,54,57],problem:[5,10,12,16,23,32,54,57,58],proc:29,proc_from_raw_data:54,proce:[20,26,44],procedur:[49,57,59],proceed:[10,16,57],process:[2,3,5,7,8,10,11,12,15,16,17,23,27,29,34,39,41,43,44,45,49,51,52,54,56,57,58,59],process_pr:54,process_test:8,process_train:8,processdata:[51,52],processor:38,produc:[11,17,20,24,26,29,52,54],product:[0,29,36,44,54,58],productgraph:45,profil:28,proflier:38,program:[2,20,23,26,29,38,39,41],programm:55,progress:[24,41],proivid:3,proj:[10,16],project:[10,11,16,17,28,34,36,56],promis:[10,11,17],prompt:35,prone:23,prop:57,propag:[12,41,43],properli:54,properti:[3,41],propos:59,proposit:57,protect:36,proto:19,protobuf:28,protocol:41,prove:54,proven:59,provid:[0,8,10,16,20,23,27,29,34,38,39,44,49,50,51,52,55,58],providermemory_threshold_on_load_data:40,provis:44,provod:3,prune:10,ps_desir:24,pserver:[39,40,41,44],pserver_num_thread:[40,41],pserverstart_pserv:40,pseudo:23,psize:36,pull:[29,49,59],punctuat:58,purchas:54,purpos:[0,24,38],push_back:36,put:[24,29,36,39,45,54],pvc:44,pwd:29,py_paddl:[5,20,50],pydataprovid:[2,3,54],pydataprovider2:[4,5,27,34,54,56,58],pydataproviderwrapp:8,pyramid:[10,16],pyramid_height:[10,16],python:[2,3,4,8,16,22,23,25,27,28,35,39,49,50,51,57,58,59],pythonpath:51,pzo:58,qualifi:28,qualiti:54,queri:[10,16,44,59],question:[10,16,23,44,57],quick:[41,45,53,59],quick_start:[44,45,46,54],quick_start_data:45,quickli:27,quickstart:45,quit:38,quot:55,rac:10,rais:20,ramnath:58,ran:38,rand:[38,41,43,50,57],random:[3,7,10,15,16,20,26,27,41,50,51,57],randomli:58,randomnumberse:40,rang:[3,10,16,20,26,41,43,51,55,57],rank:[10,16,23,44,52,54],rare:3,rate:[7,9,12,15,36,39,51,54,56,58,59],rather:[5,44,58],ratio:41,raw:[10,16,27,54,58],raw_meta:56,rdma:[28,41],rdma_tcp:[40,41],reach:[24,38,57],read:[2,3,20,23,24,26,27,34,39,44,52,54,56],read_from_realistic_imag:23,read_from_rng:23,read_mnist_imag:23,read_ranking_model_data:23,reader:[22,59],reader_creator_bool:26,reader_creator_random_imag:[20,26],reader_creator_random_image_and_label:[20,26],readi:[24,27,44,45,51],readm:[55,56,58],readonesamplefromfil:3,readwritemani:44,real:[3,26,27,50],realist:23,reason:[10,11,17,23,24,29,45],rebas:35,recal:9,receiv:[8,24],recent:59,reciev:41,recogn:51,recognit:[3,10,16,52,58],recommand:3,recommend:[2,11,17,23,29,34,36,39,41,56],recommonmark:28,recompil:38,record:[44,56,57],recordio:23,recov:[24,27,50],rectangular:[10,16],recurr:[57,58],recurrent_group:[11,17,34],recurrent_lay:11,recurrentgroup:9,recurrentlay:41,recv:44,reduc:[12,39,41,43],refer:[2,5,7,8,10,11,12,15,16,17,24,34,36,39,45,49,51,54,56,59],referenc:10,regard:57,regardless:59,regex:56,region:[38,57],regist:[36,38],register_gpu_profil:38,register_lay:36,register_timer_info:38,registri:45,regress:[9,32,53],regular:[7,12,15,36,44,51,54,58],rel:[2,11,17,39],relat:[3,8,24,29,31,45,56,58],relationship:[20,27,50],releas:[28,29,31,44,55,57],relev:[57,59],reli:28,reliabl:24,relu:[6,10,16,36],reluactiv:10,remain:54,rememb:10,remot:[7,15,29,35,36,39,41,43,44],remoteparameterupdat:41,remov:[20,39,41,58],renam:59,reorgan:[10,16],repeat:10,replac:58,repo:[29,35],report:[38,39],repositori:35,repres:[3,5,10,12,16,20,34,36,44,51,54,55],represent:[54,58],reproduc:59,request:[24,44,45,49,59],requir:[2,9,10,16,23,24,36,39,44,45,50,51,54,56],requrest:35,res5_3_branch2c_bn:52,res5_3_branch2c_conv:52,res:57,research:[10,16,51,55,58],resembl:58,reserv:3,reserveoutput:36,reset:[10,16,24],reshap:26,reshape_s:[10,16],residu:52,resnet:53,resnet_101:52,resnet_152:52,resnet_50:52,resolv:[35,45],resourc:[29,44],respect:[3,27,34,36,41,51,52,57,59],respons:[10,16,44,45],rest:[3,10,16,27],restart:[24,44,45],restartpolici:[44,45],restrict:41,resu:26,result:[5,9,10,14,16,22,34,38,41,44,51,52,54,56,57,58],result_fil:[9,34],ret_val:56,retir:55,retran:44,retriev:[36,45],return_seq:[11,17],reus:[26,36],reveal:23,revers:[10,11,16,17,34,57,58],review:[35,45,54,58],reviews_electronics_5:45,revis:54,rewrit:59,rgb:[10,16],rgen:58,rho:12,rich:27,right:[3,10,16,52],rmsprop:[12,54],rmspropoptim:56,rnn:[10,11,17,37,40,54,58],rnn_bias_attr:34,rnn_layer_attr:34,rnn_out:34,rnn_step:10,rnn_use_batch:[40,41],rnnlm:20,robot:51,role:[23,34,44,53,58],roman:58,romanc:55,root:[12,19,29,39,44,45],root_dir:39,rot:[10,16],rotat:10,roughli:[3,50],routin:56,routledg:58,row:[5,9,10,16,20,36,52],row_id:[10,16],rsize:44,rtype:[10,56],rule:[36,44],run:[23,24,29,35,36,37,38,41,44,46,47,49,51,52,54,56,58,59],runinitfunct:38,runtim:[2,3,28,29,39],s_fusion:56,s_id:56,s_param:50,s_recurrent_group:34,sacrif:2,sai:[27,41,43],sake:36,sale:55,same:[3,5,8,9,10,11,16,17,23,34,39,43,44,49,54,56,57,58,59],samping_id:[10,16],sampl:[3,5,9,20,39,41,43,49,50,52,54,56,57,58,59],sample_dim:50,sample_id:9,sample_num:9,santiago:58,satisfi:[39,44,54],save:[3,10,16,20,24,27,41,43,44,45,51,52,54,56,57,58,59],save_dir:[27,41,43,45,50,51,54,56,57,58,59],save_only_on:[40,41],saving_period:[40,41],saving_period_by_batch:[40,41,43,54],saw:3,sbin:29,scalabl:0,scalar:[3,10,16],scale:[0,10,14,52,55,56],scalingproject:[10,16],scatter:10,scenario:[27,40],scene:40,schdule:44,schedul:[44,50],scheduler_factor:[7,15],schema:49,scheme:[9,12,57],schmidhub:58,schwenk:59,sci:55,scienc:58,scientist:[0,55],score:[9,10,16,56,58,59],screen:56,scrip:54,script:[5,20,29,39,44,51,52,54,57,58,59],seaplane_s_000978:51,search:[10,24,28,34,41,57,59],seat:59,second:[3,10,16,20,23,26,27,35,39,49,52,54,55,56,58],secret:44,section:[3,34,36,39,44,54],sed:58,see:[3,5,10,11,16,17,23,27,29,35,38,44,49,50,52,54,56,58,59],seed:[38,41],segment:9,segmentor:49,sel_fc:[10,16],select:[10,16,35,44,55,59],selectiv:[10,16],selector:45,self:[27,36,55,58],selfnorm:[10,16],semant:[23,34,53,58],semat:23,sen_len:57,send:[24,41,44],sens:10,sent:[23,45],sent_id:34,sentenc:[3,10,34,54,57,58,59],sentiment:[3,27,53,54,57],sentiment_data:58,sentiment_net:58,sentimental_provid:3,separ:[3,9,41,49,54,55,56,57,59],seq:[10,16,56],seq_pool:[10,16],seq_text_print:9,seq_to_seq_data:[49,59],seq_typ:[3,20,56],seqtext_printer_evalu:34,seqtoseq:[10,34,49,59],seqtoseq_net:[10,34,49,59],sequel:3,sequenc:[3,9,10,11,14,16,17,19,20,36,49,54,56,57,58,59],sequence_conv_pool:54,sequence_layer_group:10,sequence_nest_layer_group:10,sequencesoftmax:6,sequencestartposit:[10,16],sequencetextprint:9,sequencetyp:3,sequenti:[8,10,16,34,54,57],seri:[11,17,58],serial:3,serv:[29,38,44,50],server:[23,29,36,39,40],serverless:24,servic:[29,55],session:[29,38],set:[2,3,5,7,9,10,11,15,16,17,20,23,24,27,28,29,31,34,36,37,38,39,40,41,43,44,45,49,51,52,54,55,56,57,58,59],set_active_typ:36,set_default_parameter_nam:[7,15],set_drop_r:36,set_input:10,set_siz:36,set_typ:36,setp:44,settup:36,setup:[3,29,36,54],sever:[3,10,16,39,43,44,53,54,56,57,58,59],sgd:[12,23,24,39,50,58,59],sgdasync_count:40,shallow:57,shape:[10,16,52],shard:[24,44],share:[10,16,28,29,38,41,45,57],shared_bia:[11,17],shared_bias:[10,16],shell:[44,52],shift:52,ship:51,shold:58,shop:58,shorten:[10,16],shorter:52,should:[3,5,9,10,12,16,20,22,23,26,27,31,34,35,39,44,51,54,56,57,58,59],should_be_fals:23,should_be_tru:23,should_shuffl:[3,57],shouldn:35,show:[5,12,16,20,24,27,35,41,44,45,49,52,54,56,57,58,59],show_check_sparse_distribution_log:[40,41],show_layer_stat:[40,41],show_parameter_stats_period:[40,41,43,45,54,57,58,59],shown:[3,9,10,16,23,34,36,38,44,50,51,52,54,56,58,59],shrink:36,shuf:56,shuffl:[3,20,56,58],sid:44,side:[10,16,52],sig:44,sigint:39,sigmoid:[6,10,16,17,36],sigmoidactiv:[10,11],sign:44,signal:39,signatur:44,signific:38,similar:[10,16,26,44,54,56],similarli:[10,16,57],simpl:[2,3,9,10,11,14,16,17,20,28,29,32,35,38,41,54,56,57,58],simple_attent:34,simple_gru:54,simple_lstm:[10,16,54],simple_rnn:[10,34],simplest:44,simpli:[2,10,16,23,28,29,34,35,38,49,52,56,58,59],simplifi:[23,36,45],simultan:44,sinc:[10,16,24,26,27,29,38,44,50,54,55,59],sincer:[35,58],singl:[3,9,11,12,17,20,24,29,36,39,45,52,54,57,59],site:44,six:[49,57,59],size:[3,9,10,11,12,16,17,20,24,26,27,34,36,39,41,50,51,52,54,55,56,57,58,59],size_a:[10,16],size_b:[10,16],size_t:36,sizeof:49,skill:59,skip:[26,27,39,44,52],slide:[10,12,16,24],slightli:51,slope:[10,16],slot:[56,57],slot_dim:56,slot_nam:56,slottyp:56,slow:[3,38],small:[3,36,39,41,51,59],small_messag:[40,41],small_vgg:51,smaller:[10,16,24],smith:58,snap:45,snapshot:44,snippet:[34,36,38,44,54],social:58,sock_recv_buf_s:[40,41],sock_send_buf_s:[40,41],socket:41,softmax:[6,10,11,16,17,23,34,36,49,54,57,58],softmax_param_attr:[11,17],softmax_selfnorm_alpha:[10,16],softmaxactiv:[34,54],softrelu:6,softwar:[29,38],solv:[23,57],solver:59,some:[3,7,10,12,15,16,20,23,27,28,35,36,38,40,41,43,44,50,54,55,56,57,58,59],some_python_class:25,somecppclass:25,somedata:22,somegotyp:25,someth:[3,10,16],sometim:[12,26,38,58],soon:24,sophist:[27,36,39],sort:[10,16,20,41,44,56,58,59],sourc:[0,8,10,16,26,27,29,32,34,35,44,45,49,54,56,59],source_dict_dim:34,source_language_word:34,space:[9,29,34,38],space_seperated_tokens_from_dictionary_according_to_seq:9,space_seperated_tokens_from_dictionary_according_to_sub_seq:9,spars:[3,7,10,12,15,16,20,36,39,41,44,54],sparse_binary_vector:[3,20,54],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:36,sparseprefetchrowcpumatrix:36,spatial:[10,16,51],speak:[34,59],spec:[44,45],specfii:41,speci:51,special:[10,28,49,54,59],specif:[2,43,51,54,56],specifi:[2,3,9,10,16,20,23,27,28,34,36,41,44,50,51,52,54,55,56,58,59],speech:[10,16],speed:[11,17],spefici:52,sphinx:[25,28,29],sphinx_rtd_them:28,split:[3,10,16,39,43,44,49,52,54,57],split_count:44,spp:10,sql:2,squar:[6,10,12,16,19,27],squarerootn:13,squarerootnpool:[10,16],squash:59,srand:41,src:59,src_backward:34,src_dict:34,src_embed:34,src_forward:34,src_id:34,src_root:5,src_word_id:34,srl:57,ssd:16,ssh:[29,39,44,45],sshd:29,ssl:28,sstabl:23,stabl:44,stack:[27,44,54,57],stacked_lstm_net:58,stacked_num:58,stackexchang:[10,16],stage:39,stake:59,stale:35,stamp:38,standard:[7,15,49,51,57,58,59],stanford:[20,45],stanh:6,star:55,start:[10,16,24,27,29,34,35,38,39,41,48,49,53,56,59],start_pass:[40,41],start_pserv:41,startup:[24,44],stat:[28,38,41,57,58,59],state:[10,11,16,17,24,27,34,41,45,50,57,59],state_act:[10,11,16,17],statement:[36,44],staticinput:[10,34],statist:[10,16,41,54,57,58,59],statset:38,statu:[9,35,38,44,45],status:45,std:[36,41],stderr:39,stdout:39,step:[5,10,11,12,16,17,19,24,34,36,38,39,44,45,54,56,57,58,59],still:52,stmt1482205552000:44,stmt1482205746000:44,stochast:[12,24],stock:58,stop:[10,29,39,41,45,56],storag:[44,45,51],store:[9,10,16,24,36,39,41,44,45,49,51,52,54,56,57,58,59],str:[22,43],straight:35,strategi:[3,19,24,41,57],street:[10,16,57],strength:50,strict:26,stride:[10,16],stride_i:[10,16],stride_x:[10,16],string:[2,3,8,9,10,16,36,41,44,58],strip:[54,56,57],structur:[20,39,44,49,51,54,56,57,58,59],sts:44,stub:[10,16],student:55,stuff:35,stun:3,style:[3,10,16,28,35],sub:[9,10,16,20,23,34,36,51,54,59],sub_sequ:3,subgradi:12,submit:[35,40,41,44],subnet0:44,subnet:[23,44],subobjectpath:45,subsequenceinput:10,subset:[36,59],substanti:52,substitut:59,succe:58,succeed:45,success:[44,45,52,57],successfulcr:45,successfuli:58,successfulli:[52,56,58],successor:[41,59],sucessfulli:59,sudo:[28,31,44,51],suffic:[26,27],suffici:41,suffix:59,suggest:[10,16,38],suitabl:[35,41,51],sum:[9,10,12,13,16,34,36],sum_:10,sum_to_one_norm:10,summar:[54,58],sumpool:[10,16],support:[7,9,10,12,15,16,19,20,24,26,28,29,31,34,36,38,41,44,57],suppos:[27,36,54],sure:[35,36,44,51,58],survei:58,swap_channel:52,swig:[5,25,28],swig_paddl:[5,20,50],symbol:10,sync:[24,35,41,50],syncflag:36,synchron:[12,24,39,41,44],syntact:57,syntax:[26,56],synthect:27,synthes:50,synthet:27,sys:52,system:[24,28,29,39,45,54,57,58,59],t2b:49,tab:[29,54],tabl:[3,10,16,52,54,59],tableproject:[10,16],tag:[9,29,34],tagtyp:9,take:[3,5,9,10,11,16,17,23,34,36,38,44,45,50,57,59],taken:[3,57],tanh:[6,10,11,16,17,36],tanhactiv:[10,11,34],taobao:58,tar:[20,28,44],tarbal:44,target:[10,16,34,49,54,59],target_dict_dim:34,target_language_word:34,targetinlink:10,task:[3,9,10,16,27,34,43,49,52,57,58,59],tbd:25,tconf:58,tcp:[41,44],teach:54,tear:38,technic:24,technician:55,techniqu:[34,36],tee:[45,51,56,57,58,59],tell:[24,29,38,56],tellig:58,templat:[45,57],tempor:[10,16,54,57],tensor:10,term:[10,11,16,17,57,58],termin:45,terminolog:27,tese:2,tesh:57,test:[2,3,8,9,10,16,20,23,26,28,29,31,35,38,39,40,49,51,52,54,55,59],test_all_data_in_one_period:[45,51,56,57,58],test_data:59,test_fcgrad:36,test_gpuprofil:38,test_layergrad:36,test_list:[3,8,27,51,54],test_part_000:58,test_pass:[40,41,43,59],test_period:[40,41,43],test_ratio:56,test_wait:[40,41],testa:23,testb:23,testbilinearfwdbwd:38,testconfig:36,tester:[56,59],testfcgrad:36,testfclay:36,testlayergrad:36,testmodel_list:40,testq:23,testsave_dir:40,testutil:36,text:[2,3,9,11,17,20,23,29,34,44,49,53,54,56,58],text_conv:54,text_conv_pool:56,text_fil:[20,58],tflop:38,tgz:28,than:[3,5,7,9,10,11,12,15,16,17,24,28,29,34,36,39,44,52,57,58,59],thank:[0,49,59],thei:[3,23,24,27,29,34,36,38,39,40,44,52,58],them:[2,3,11,17,23,24,26,27,29,34,38,40,41,44,51,52,54,56,58,59],theori:38,therefor:28,therein:[10,16],therun:52,thi:[2,3,7,8,9,10,11,12,15,16,17,20,23,24,26,27,28,29,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],thing:[3,27,34,35,38,56,57],think:23,third:[10,16,24,38,52,58],those:[24,52,57],thought:38,thread:[36,38,41,43,56,57,58,59],thread_local_rand_use_global_se:[40,41],threadid:43,threadloc:38,three:[3,9,10,12,16,24,26,27,34,41,50,52,58,59],threshold:[7,9,12,15,24,41,58],thriller:55,through:[5,10,16,24,34,36,38,39,49,50,51,58,59],throughout:54,throughput:38,thu:[3,10,16,27,36,44,59],tier:45,tight:28,time:[3,10,11,16,17,19,20,23,24,26,27,34,38,41,43,45,54,55,57,58,59],timelin:[10,16,38],timeo:44,timeout:24,timer:28,timestamp:[10,16,55],timestep:[3,10,16],titil:56,titl:[35,55,56],tmall:58,todo:[9,11,17,20,22,24],toend:[10,16],togeth:[3,10,11,16,17,20,34],token:[9,10,23,34,49,58,59],too:[29,31],tool:[29,34,35,44,58],toolchain:28,toolkit:[28,31],top:[9,52,57],top_k:9,topolog:[16,20,23],toronto:[20,51],total:[9,24,26,38,39,45,49,59],total_pass:26,touch:58,tourism:58,tourist:59,toward:27,tra:59,track:[10,24],tractabl:10,tradesman:55,tradit:[10,16],trail:20,train:[1,2,3,5,7,8,9,10,12,15,16,20,32,34,36,37,38,40,46,47,52],train_conf:[49,59],train_config_dir:44,train_data:59,train_id:44,train_list:[3,8,27,51,52,54],train_part_000:58,trainabl:[10,16],traindot_period:40,trainer:[3,5,23,27,36,39,41,43,50,54,57,58,59],trainer_config:[2,3,27,39,44,45,54,56,58],trainer_config_help:[3,6,7,8,9,10,11,12,13,27,36,51,54,56],trainer_count:[40,41,43,44,45,56,57,58,59],trainer_id:[41,44],trainerintern:[54,56,59],training_machin:50,trainingtest_period:40,trainonedatabatch:50,tran:[10,36,41],trane:3,transact:[24,58],transfer:[2,3],transform:[10,16,34,36,50,51,54,57],transform_param_attr:[11,17],translat:[10,11,17,27,49,56,58,59],transpar:39,transport:41,transpos:[10,16,36,50],transposedfullmatrixproject:[10,16],travel:[3,11],travi:[28,35],treat:[10,16,34],tree:[10,16,35,41,59],trg:59,trg_dict:34,trg_dict_path:34,trg_embed:34,trg_id:34,trg_ids_next:34,triain:2,tricki:25,trivial:3,trn:54,truck:51,true_imag:26,true_label:26,true_read:26,truth:[9,10,16,54,59],tst:54,tune:[7,15,37,54,56,59],tuninglog_barrier_abstract:40,tupl:[3,8,10,11,16,20,26],ture:[10,16],turn:[10,26,50],tutori:[29,34,35,36,38,39,44,45,46,47,48,52,54],tweet:58,twelv:59,twitter:58,two:[2,3,10,11,16,17,23,26,27,29,34,38,39,43,44,49,50,51,52,54,56,57,58,59],txt:[3,36,39,44,54,56,58],type:[3,8,9,10,11,12,16,17,19,20,22,23,24,25,26,27,29,34,36,41,43,44,45,51,52,54,56,57],type_nam:[10,56],typedef:25,typic:[5,9,29,38,58],ubuntu:31,ubyt:26,uci:20,ufldl:[10,16],uid:45,uint64:25,uint64_t:25,unbalanc:41,unbound:34,unconstrain:58,under:[27,28,29,44,55,58],underli:27,understand:[29,38,49,51,58],understudi:59,undeterminist:38,unemploi:55,unexist:57,uniform:[7,10,15,16,20,26,41,50],uniqu:[23,24,35,41,44],unique_ptr:36,unit:[10,11,16,17,27,28,29,34,35,57],unittestcheckgrad_ep:40,univ:59,unix:39,unk:[49,59],unk_idx:[54,57],unknown:[10,16],unlabel:58,unlik:[57,58,59],unseg:[10,16],unsup:58,unsupbow:58,until:[24,39,44,57],unus:56,unzip:56,updat:[7,10,12,15,16,24,28,36,39,41,43,58],updatecallback:36,updatestack:44,upload:24,upon:[0,57],upstream:35,uri:44,url:[31,58],urls_neg:58,urls_po:58,urls_unsup:58,usag:[2,3,9,10,11,16,17,20,22,27,38,49,50,56],use:[0,2,3,5,7,8,9,10,11,12,15,16,17,19,20,23,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],use_global_stat:[10,16],use_gpu:[40,41,43,45,50,51,52,54,56,57,58,59],use_jpeg:51,use_old_updat:[40,41],use_seq:[27,56],use_seq_or_not:56,used:[2,3,5,9,10,11,12,16,17,19,20,22,23,24,26,27,30,31,34,36,38,39,40,41,43,44,49,51,52,54,56,57,58,59],useful:[2,3,10,11,17,34,36,43,54,57,58],usegpu:[36,50],useless:39,user:[2,3,7,9,10,11,15,16,17,20,22,23,26,27,29,35,39,40,41,44,52,54,57],user_featur:56,user_head:56,user_id:56,user_meta:56,user_nam:56,userid:55,usernam:35,uses:[3,24,34,35,36,41,44,51,52,54,56,59],using:[2,3,5,7,8,10,15,16,20,23,24,26,27,29,34,35,36,38,41,43,44,45,49,50,51,52,54,57,58],usr:[28,29,39,41,44],usrdict:49,usrmodel:49,usual:[10,16,20,27,28,38,41,43,44,58],utf:49,util:[5,28,34,36,38,51,56,58],v28:[10,16],valid:[26,44,52,58],valu:[3,5,7,9,10,12,15,16,19,20,22,24,27,34,36,41,43,44,50,51,52,57,58],value1:41,value2:41,value_rang:20,vanilla:34,vanish:58,vari:[38,44],variabl:[3,10,16,20,23,27,28,31,36,39,44,45,58],varianc:[10,16,52],variant:29,vast:35,vector:[3,10,11,16,17,20,23,34,36,49,54,56,58,59],vectorenable_parallel_vector:40,verb:57,veri:[3,10,16,19,34,38,51,54,58],verifi:[35,36],versa:28,version:[10,11,16,17,28,29,31,36,38,39,40,41,44,45,49,51,55,57,58,59],versu:23,vertic:[10,16,52],vgg:[11,17,51],vgg_16_cifar:51,via:[24,26,28,38,39,44,54],vice:28,view:[10,16],vim:35,virtual:29,virtualenv:56,visibl:29,vision:51,visipedia:51,visual:[10,16,29,38],viterbi:57,voc_dim:54,vocab:58,volum:[29,45],volumemount:[44,45],volumn:44,voluntarili:55,vutbr:20,wai:[3,10,11,16,17,23,27,29,34,36,39,43,56,57,59],wait:[12,24,41],walk:[5,50],wall:57,want:[3,10,11,16,17,23,26,27,28,29,36,41,43,49,52,54,56,57,58],war:55,warn:[10,16],warp:[10,16,38],watch:24,wbia:[44,52],web:29,websit:[51,54,57,58],wei:[57,58],weight:[9,10,11,12,16,17,34,36,41,43,51,52],weight_act:[11,17],weightlist:36,weights_:36,weights_t:36,welcom:[56,58],well:[36,41,44,51,54],west:44,western:55,wether:[10,16],what:[7,10,11,12,15,16,17,27,39,54,56],wheel:28,when:[2,3,7,9,10,12,15,16,20,22,24,29,31,34,35,36,38,41,43,44,45,49,50,51,57,58,59],whenev:56,where:[3,10,11,12,16,17,23,24,27,34,36,38,39,41,43,49,52,57,59],whether:[9,10,11,16,17,26,36,41,50,51,56,58,59],which:[0,2,3,5,9,10,11,12,16,17,20,23,24,26,27,31,34,36,38,39,41,43,44,50,51,52,54,55,56,57,58,59],whichev:50,whl:28,who:[49,52,55],whole:[3,9,20,25,44,45,54,55,56,59],whole_cont:56,whose:[3,10,16,20,24,34,56,57],why:[11,17],wide:57,width:[9,10,16,20,25,26,36,51,59],wiki:[10,16],wikipedia:[10,16],wilder:3,window:[10,16,19,29,58],wise:[10,16],with_avx:29,with_avxcompil:28,with_coveragecompil:28,with_doccompil:28,with_doubl:36,with_doublecompil:28,with_dsocompil:28,with_gpu:29,with_gpucompil:28,with_profil:38,with_profilercompil:28,with_pythoncompil:28,with_rdmacompil:28,with_style_checkcompil:28,with_swig_pycompil:28,with_test:29,with_testingcompil:28,with_tim:38,with_timercompil:28,within:[10,27],without:[9,10,16,26,39,58],wmt14:59,wmt14_data:59,wmt14_model:59,wmt:59,woboq:29,won:[38,52],wonder:3,word:[3,9,10,20,34,43,53,56,57,58,59],word_dict:[54,57],word_dim:54,word_id:3,word_slot:57,word_vector:54,word_vector_dim:[34,49],words_freq_sort:20,work:[3,5,20,23,24,26,28,34,35,36,38,39,41,44,45,54,56],worker:44,workercount:44,workflow:[29,35,44],workspac:[29,41,56],worri:27,wors:50,would:[22,26,29,39,44,50,54,57],wrap:57,wrapper:[11,17,38],writ:56,write:[3,20,23,24,26,29,34,35,37,39,44,51,56,57,59],writelin:27,writer:[23,55],written:[56,58],wrong:[3,26],wsize:44,wsj:57,www:[10,16,20,51,59],x64:28,xarg:36,xgbe0:41,xgbe1:41,xiaojun:58,xrang:[26,27,36],xxbow:58,xxx:[23,52,59],xxxxxxxxx:44,xxxxxxxxxx:44,xxxxxxxxxxxxx:44,xxxxxxxxxxxxxxxxxxx:44,xzf:28,y_i:10,y_predict:27,yaml:[44,56],yann:20,year:55,yeild:51,yield:[3,20,23,26,27,34,54,56,57,58],you:[2,3,5,7,10,11,12,15,16,17,27,28,29,31,34,35,36,38,39,41,43,44,49,50,51,52,54,56,57,58,59],your:[3,10,16,23,28,29,36,38,39,43,44,54,58],your_access_key_id:44,your_secrete_access_kei:44,yum:28,yuyang18:[11,17,20,22],zachari:58,zeng:58,zero:[3,7,10,12,15,16,20,24,36,41,44,54],zhidao:49,zhou:[57,58],zip:55,zone:44,zxvf:44},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activations","Parameter Attributes","DataSources","Evaluators","Layers","Networks","Optimizers","Poolings","Activation","Parameter Attribute","Layers","Networks","Optimizer","Pooling","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","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,"\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,"case":43,"class":36,"function":49,"new":36,"paddle\u52a8\u6001\u5e93\u4e2d":25,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":25,"return":26,AWS:44,Abs:14,DNS:44,EFS:44,For:45,KMS:44,Use:[43,45],Using:[29,35],With:29,about:0,absactiv:6,access:44,account:44,activ:[6,14],adadelta:18,adadeltaoptim:12,adagrad:18,adagradoptim:12,adam:18,adamax:18,adamaxoptim:12,adamoptim:12,add:44,address:44,addto:16,addto_lay:10,adversari:50,aggreg:[10,16],algorithm:[24,54],analysi:58,api:[1,4,29],appendix:54,applic:4,approach:38,architectur:[34,54],argument:[26,40,43,54],asset:44,associ:44,async:41,attent:34,attribut:[7,15],auc_evalu:9,avg:19,avgpool:13,aws:44,background:27,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:58,bidirectional_lstm:[11,17],bilinear_interp:16,bilinear_interp_lay:10,bleu:59,block_expand:16,block_expand_lay:10,book:29,brelu:14,breluactiv:6,bucket:44,build:[28,30,45],built:38,cach:3,cento:28,check:[10,16,36,39],chines:49,choos:44,chunk_evalu:9,cifar:20,classif:[9,51],classification_error_evalu:9,classification_error_printer_evalu:9,clone:35,cloudform:44,cluster:[39,43,44],code:35,column_sum_evalu:9,command:[42,43,54,59],commit:[35,45],common:41,commun:41,compos:26,concat:16,concat_lay:10,concept:44,config:[4,43,56,57],configur:[21,34,37,39,44,54,56],conll05:20,connect:[10,16],contain:[29,45],content:[38,44],context_project:[10,16],contribut:35,conv:[10,16],conv_oper:[10,16],conv_project:[10,16],conv_shift:16,conv_shift_lay:10,convolut:[51,54],core:44,cos_sim:[10,16],cost:[10,16],cpu:[29,43],creat:[26,35,44,45],creator:26,credenti:44,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:55,data:[10,16,20,26,27,34,44,45,49,50,51,54,56,57,58,59],data_lay:10,datafeed:20,dataprovid:[3,4,41],dataset:[20,24,55,56,59],datasourc:8,datatyp:20,date:35,debian:31,decayedadagrad:18,decayedadagradoptim:12,decor:26,defin:[44,54,58,59],delet:44,delv:51,demo:44,depend:28,deriv:36,descript:[41,50,55,57],design:[23,24,26],destroi:44,detail:[41,51],develop:[29,37],devic:43,dictionari:[26,49],differ:43,directori:44,distribut:[23,24,39,41,44],doc:[23,24,26],docker:[29,45],document:[29,48],dotmul_oper:[10,16],dotmul_project:[10,16],down:44,download:[28,44,45,49,52,56,59],dropout_lay:[11,17],dynam:24,ec2:44,elast:44,embed:[16,49,54],embedding_lay:10,entri:26,eos:16,eos_lay:10,equat:36,evalu:[9,27,56],evalutaion:59,event:[22,23],exampl:[23,49,50],exercis:51,exp:14,expactiv:6,expand:16,expand_lay:10,extern:44,extract:[49,52,56,59],fault:24,fc_layer:10,featur:[52,55,56,57],field:56,file:[44,45,54,55,56],find:44,first_seq:[10,16],fork:35,format:[24,54],from:[23,28,30],full_matrix_project:[10,16],fulli:[10,16],gan:50,gate:34,gener:[34,50,59],get:[32,45],get_output:16,get_output_lay:10,github:35,gpu:[29,38,41,43],gradient:36,gradient_printer_evalu:9,group:[10,16,44],gru:[11,17,41],gru_group:[11,17],gru_step:16,gru_step_lay:10,gru_unit:[11,17],grumemori:[10,16],guid:31,hand:38,handler:[23,25],hook:35,how:[26,37,38],hsigmoid:[10,16],huber_cost:[10,16],iam:44,ident:14,identity_project:[10,16],identityactiv:6,imag:[10,11,16,17,29,45,51],imagenet:52,imdb:[20,58],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:[26,36,50],infer:[22,54],info:52,ingredi:23,init_hook:3,initi:[43,44],input_typ:3,inspect:44,instal:[28,30,31,44,54],instanc:44,integr:44,interfac:[20,24,26,52],interpol:16,interpolation_lay:10,introduct:[2,49,52,58,59],isn:26,job:[24,39,44,45],join:[10,16],keep:35,kei:44,kill:39,kube:44,kubectl:44,kubernet:[44,45],label:57,lambda_cost:[10,16],last_seq:[10,16],lastest:35,launch:39,layer:[10,16,23,36,43],layeroutput:10,layertyp:10,line:[42,54],linear:[14,27],linear_comb:16,linear_comb_lay:10,linearactiv:6,list:26,local:[43,44],log:[14,54],logactiv:6,logist:54,lstm:[11,17,41,57,58],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:41,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:56,mini:26,minibatch:20,misc:[11,17],mix:[10,16,43],mixed_lay:10,mnist:[20,50],model:[3,4,21,23,27,29,33,34,39,43,49,50,51,52,53,54,59],modifi:45,momentum:18,momentumoptim:12,movi:[55,56],movielen:[20,55,56],mse_cost:10,multi_binary_label_cross_entropi:10,multi_binary_label_cross_entropy_cost:16,multipl:26,name:44,nce:16,nce_lay:10,need:[26,38],network:[11,17,34,43,50,51,52,54,56,57],neural:[34,51,54,56,57],neuralnetwork:27,nlp:[11,17,41],non:3,norm:[10,16],nvprof:38,nvvp:38,object:[24,56],observ:[49,52],onli:[26,29],optim:[12,18,24,37,54],option:[28,49],outlin:40,output:[11,39,44],overview:54,packag:31,pad:16,pad_lay:10,paddl:[26,45],paddlepaddl:[23,29,30,44,48,49,59],pair:44,parallel_nn:43,paramet:[7,15,22,23,24,41,42,44,49,52],paraphras:49,pass:43,perform:[38,41],pnpair_evalu:9,point:44,pool:[10,13,16,19],pooling_lay:10,power:16,power_lay:10,pre:35,precision_recall_evalu:9,predict:[5,51,52,56,57,58],prefetch:26,prepar:[27,34,39,44,49,50,51,56,58,59],preprocess:[49,51,54,56,59],prerequisit:39,pretrain:[49,59],print:9,privat:44,problem:27,process:24,profil:38,provid:[3,26,54,56,57],pull:35,push:35,pydataprovider2:3,python:[5,26,29,36,52,54,56],queue:24,quick:54,randomnumb:41,rank:9,rank_cost:[10,16],rat:56,rate:55,reader:[20,23,26],recoveri:24,recurr:[10,11,16,17,34,54],recurrent_group:[10,16],recurrent_lay:10,refer:[3,38,57,58],region:44,regress:[27,54,56],relu:14,reluactiv:6,render:44,repeat:16,repeat_lay:10,request:35,requir:[28,35],reshap:[10,16],resnet:52,result:[39,45,59],revis:[35,49],rmsprop:18,rmspropoptim:12,rnn:[33,34,41],role:57,rotat:16,rotate_lay:10,route53:44,run:[39,45,57],sampl:[10,16],sampling_id:16,sampling_id_lay:10,scale:[16,24],scaling_lay:10,scaling_project:[10,16],script:45,secur:44,selective_fc:16,selective_fc_lay:10,semant:57,sentiment:[20,58],seq_concat:16,seq_concat_lay:10,seq_reshap:16,seq_reshape_lay:10,seqtext_printer_evalu:9,sequenc:34,sequence_conv_pool:[11,17],sequencesoftmax:14,sequencesoftmaxactiv:6,sequenti:3,server:[24,41,44],servic:44,set:[12,42],setup:[28,44],sgd:41,share:23,shuffl:26,sigmoid:14,sigmoidactiv:6,simpl:[27,34],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:[28,30],span:28,spars:43,specifi:[43,49],split:56,spp:16,spp_layer:10,squar:14,squareactiv:6,squarerootn:19,squarerootnpool:13,stack:58,standard:54,stanh:14,stanhactiv:6,start:[23,32,44,45,54],startup:45,structur:50,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:54,sumpool:13,system:44,table_project:[10,16],take:26,tanh:14,tanhactiv:6,task:24,tear:44,templat:44,tensor:16,tensor_lay:10,test:[36,41,43,56,57,58],text:59,text_conv_pool:[11,17],timer:38,tip:38,toi:50,toler:24,tool:38,train:[22,23,24,26,27,29,39,41,43,44,45,49,50,51,54,56,57,58,59],trainer:[22,24,44,56],tran:16,trans_full_matrix_project:[10,16],trans_lay:10,transfer:54,tune:[38,41],tutori:[49,51,53,57,58,59],ubuntu:28,uci_h:20,unit:[36,41],updat:[23,35,44],usag:[26,29,37],use:26,user:[24,49,55,56,58,59],util:9,value_printer_evalu:9,vector:41,verifi:44,version:35,vgg_16_network:[11,17],visual:52,volum:44,vpc:44,warp_ctc:16,warp_ctc_lay:10,what:38,why:[26,38],wmt14:20,word:[49,54],work:29,workflow:59,workspac:39,wrapper:36,write:[36,54],yaml:45,your:35,zoo:[52,53]}})