searchindex.js

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/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","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/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/submit-job","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.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/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/submit-job.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":54,"00186201e":5,"00m":38,"02595v1":9,"03m":38,"0424m":38,"0473v3":10,"055ee37d":44,"05d":51,"0630u":38,"06u":38,"0810u":38,"08823112e":5,"0957m":38,"0ab":9,"0rc1":26,"0rc2":[26,29],"0th":59,"10007_10":58,"10014_7":58,"100gb":38,"100gi":44,"10g":22,"10m":38,"1150u":38,"11\u5b9e\u73b0\u4e86c":24,"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":10,"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":[9,58,59],"302n":38,"30u":38,"32777140e":5,"328n":38,"32u":38,"32x32":[13,51],"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":9,"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":13,"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,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":26,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":19,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":24,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":23,"\u4e0d\u4f7f\u7528c":23,"\u4e0d\u4f7f\u7528swig":23,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":23,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":23,"\u4e0d\u5728":24,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":23,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":23,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":23,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":26,"\u4e0e\u53ef\u80fd\u6709\u7684":26,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":24,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":23,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":23,"\u4e2a\u6027\u5316\u63a8\u8350":26,"\u4e2d":[23,24],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":23,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":24,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":24,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":24,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":24,"\u4e5f\u4e0d\u751f\u6210":24,"\u4e66\u5199":23,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":23,"\u4ece":26,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":24,"\u4ed6\u662f\u5c06":24,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":23,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":23,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0b":19,"\u4ee5\u53canumpi":19,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":23,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":23,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":24,"\u4f46\u4e0d\u66b4\u9732":24,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":26,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":26,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":24,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":23,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":23,"\u4f7f\u7528":[24,26],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":23,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":24,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":24,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":23,"\u4f7f\u7528c":24,"\u4f7f\u7528c99\u505a\u63a5\u53e3":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":23,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":23,"\u4f7f\u7528regress":26,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":23,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":23,"\u4f7f\u7528void":23,"\u4f8b\u5982":[19,23,24,26],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":23,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":23,"\u4f8b\u5982\u5bf9\u4e8epython":23,"\u4f8b\u5982c":23,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":23,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":23,"\u4f8b\u5982python\u7684":23,"\u4f9d\u6b21\u7c7b\u63a8":26,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":23,"\u4fee\u590d\u6240\u6709bug\u540e":26,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":26,"\u4fee\u590dubuntu":26,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":26,"\u505a\u63a5\u53e3":23,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":24,"\u5176\u4e2d":[23,26],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":24,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":26,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":24,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":24,"\u5177\u4f53\u8bf7\u53c2\u8003":24,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":23,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":23,"\u518d\u57fa\u4e8e":26,"\u5199\u4ee3\u7801":23,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":24,"\u51fd\u6570\u547d\u540d":23,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":26,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":26,"\u5206\u652f\u4e2d":26,"\u5206\u652f\u4e3a\u5f00\u53d1":26,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":26,"\u5206\u652f\u4e3a\u7a33\u5b9a":26,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":26,"\u5206\u652f\u5408\u5165":26,"\u5206\u652f\u5408\u5165master\u5206\u652f":26,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":26,"\u5206\u652f\u540d\u4e3a":26,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":26,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":26,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":26,"\u5206\u7247":18,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u5ffd\u7565":18,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\u5230":18,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":26,"\u52a8\u6001\u5e93":23,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":24,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":26,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":24,"\u5373\u4f7f\u7528":24,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5373\u4f7fc":24,"\u5373\u4f8b\u5982":24,"\u5373\u4fbfpaddl":24,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":24,"\u5373\u66b4\u9732":24,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":23,"\u53c2\u6570":23,"\u53c2\u8003":23,"\u53d1\u5e03\u5230dockerhub":26,"\u53d1\u5e03\u5230github":26,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":24,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":23,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":23,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":26,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u540c\u65f6\u518d\u5c06":26,"\u540c\u65f6\u63d0\u8d77":26,"\u540d\u5b57\u4fee\u9970":23,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":26,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":23,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,23,24,26],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":23,"\u56fe\u50cf\u5206\u7c7b":26,"\u5728":[24,26],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":24,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":24,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":19,"\u5728\u6837\u4f8b\u4e2d":24,"\u5728\u7528\u6237\u4f7f\u7528c":24,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":26,"\u5728\u8fd9\u4e2a":26,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":26,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":24,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":24,"\u5728c":23,"\u5728c\u7684\u5934\u6587\u4ef6":23,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paramet":18,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":24,"\u5747\u662f\u5728":24,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":23,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":23,"\u5982\u679c\u5931\u8d25":26,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":26,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":24,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":24,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":23,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":23,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":23,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":24,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":23,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":23,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":23,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":23,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":23,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":24,"\u5bf9\u4e8e\u6bcf\u79cdc":24,"\u5bf9\u6bd4":23,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":24,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":26,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":24,"\u5c06":26,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":23,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":26,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":26,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":23,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":24,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":23,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":23,"\u5e76\u5220\u9664":26,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5c06c":24,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":23,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":26,"\u5efa\u8bae":26,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":24,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":26,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":26,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":26,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":26,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":24,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"\u5f97\u4f7f\u7528":23,"\u5fc5\u8981":24,"\u60c5\u611f\u5206\u6790":26,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":24,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[23,24],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":24,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":24,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":24,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":24,"\u628a":19,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u63a5\u53e3":[23,24],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":24,"\u63a5\u53e3\u662f":19,"\u63a7\u5236\u7528\u6237\u6743\u9650":19,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":23,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":19,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\u6587\u4ef6":23,"\u6587\u4ef6\u5185\u5bb9\u4e3a":23,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":26,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":26,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":23,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u4ece":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\u65f6":18,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":23,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":24,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":23,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":24,"\u662f\u56e0\u4e3ac99\u652f\u6301":23,"\u662f\u6307":24,"\u662f\u7528\u6237\u4f7f\u7528c":24,"\u662fc":24,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":24,"\u6700\u540e\u5220\u9664":26,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":23,"\u6709\u6807\u51c6\u7684":23,"\u6709\u7684\u65f6\u5019":23,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":26,"\u672c\u6587\u6863\u63cf\u8ff0paddl":24,"\u673a\u5668\u7ffb\u8bd1":26,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":23,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":23,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":24,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":26,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":23,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":26,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":19,"\u6bcf\u969410\u5206\u949f":18,"\u6bd4\u5982":19,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6ce8":18,"\u6d4b\u8bd5docker\u955c\u50cf":26,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":26,"\u7248\u672c\u53f7":26,"\u7248\u672c\u53f7rc":26,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":26,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":23,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":23,"\u751f\u6210\u6587\u6863":23,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":23,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":19,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":24,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":19,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":24,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u901a\u8fc7c":24,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8ec":23,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":23,"\u7684\u5934\u6587\u4ef6":23,"\u7684\u63a5\u53e3\u6837\u5f0f":23,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":23,"\u7684\u89c4\u8303":23,"\u7684\u89d2\u5ea6":19,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":19,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":23,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":23,"\u76ee\u5f55\u4e0b":24,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":23,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":24,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":23,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":23,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":23,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":26,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":26,"\u7b2c\u4e8c\u4e2a\u4e3a":26,"\u7b49":24,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":24,"\u7b49\u6587\u4ef6":24,"\u7c7b\u4f3c":24,"\u7c7b\u540d\u548cc":23,"\u7c7b\u578b":23,"\u7ea2\u697c\u68a6":49,"\u7ed3\u8bba":23,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":23,"\u7f16\u8bd1\u578b\u8bed\u8a00":23,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":26,"\u7f16\u8bd1c":24,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":26,"\u7f16\u8bd1ubuntu\u7684deb\u5305":26,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":24,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":23,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":24,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":23,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":23,"\u800c\u5bf9\u4e8egolang":23,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":23,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":24,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":23,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":24,"\u826f\u597d\u7684\u6587\u6863":23,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":24,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":23,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":23,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":24,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":26,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":26,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":26,"\u8bbe\u7f6e":24,"\u8bc6\u522b\u6570\u5b57":26,"\u8bcd\u5411\u91cf":26,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":26,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":24,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":26,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":24,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":24,"\u8fd9\u4e09\u4e2a\u5206\u652f":26,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":24,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":24,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":24,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":23,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":23,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":24,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":24,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":24,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":24,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":23,"\u8fd9\u662f\u56e0\u4e3a":23,"\u8fd9\u6837":24,"\u8fd9\u6837\u4fdd\u8bc1":26,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":23,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":26,"\u901a\u5e38":24,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":24,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":26,"\u90a3\u4e48":24,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":23,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":23,"\u91cd\u547d\u540d\u6210":23,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":23,"\u9519\u8bef\u5904\u7406":23,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":23,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":23,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":24,"\u9700\u8981":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":24,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":26,"\u9700\u8981\u5f15\u7528":24,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":23,"\u9700\u8981\u6ce8\u610f\u7684\u662f":26,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":24,"\ufb01xed":59,"abstract":[36,41],"api\u4e2d\u4f7f\u7528":23,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":24,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":24,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":24,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":24,"api\u65f6":24,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":24,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":24,"api\u66b4\u9732\u7684\u7c7b\u578b":24,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":24,"api\u7684\u5b9e\u4f8b":24,"api\u7684\u5b9e\u73b0\u7ec6\u8282":24,"api\u7684\u63a5\u53e3":24,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":24,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":24,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":24,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":24,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":26,"boolean":[9,23],"break":54,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":26,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":26,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":23,"c\u6709\u6807\u51c6\u7684abi":23,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":23,"case":[9,24,25,27,34,35,36,38,42,44,50,54],"char":[21,56],"class":[5,6,7,8,9,10,11,12,13,15,16,23,40,51,58],"const":[21,36],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":24,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":24,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":24,"core\u6982\u5ff5":24,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":26,"deb\u5305\u7f16\u8bd1\u95ee\u9898":26,"default":[3,7,8,9,10,12,13,15,16,29,39,41,43,44,45,54,56,58,59],"enum":21,"export":[28,51],"final":[10,27,28,36,56,58],"float":[3,7,8,9,11,13,27,36,38,43,49,52,56],"function":[3,5,9,10,11,13,16,17,20,21,22,25,27,34,36,38,39,41,50,51,54,57,58,59],"golang\u53ef\u4ee5\u4f7f\u7528":23,"golang\u7684":23,"h\u5e76\u4e0d\u56f0\u96be":23,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,27,34,38,44,49,50,51,52,54,56,58,59],"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,23,24,25,36,43,54,56,57],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":23,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":26,"long":[2,9,10,13,29,38,57,58],"model\u505a\u5206\u652f\u7ba1\u7406":26,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,21,25,35,37,44,45,50,54,57,58],"note\u7684\u4e66\u5199":26,"null":[9,36,41,56],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":23,"paddle\u4f7f\u7528git":26,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":23,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":23,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":26,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":26,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":26,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":26,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":23,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":24,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":23,"paddle\u7684c":24,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":24,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":23,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":24,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":23,"paddle_\u7c7b\u578b\u540d":24,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":24,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":26,"patch\u53f7\u52a0\u4e00":26,"public":[13,36,39,44,45,58],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":26,"return":[3,8,9,10,12,13,15,16,19,21,22,27,34,36,44,50,52,54,55,56,59],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"short":[9,10,27,56,57,58],"static":[21,24,44],"super":36,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":23,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":23,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":23,"swig\u76f4\u63a5\u8bfb\u53d6c":23,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":23,"switch":[24,44,58],"tag\u4e3a":26,"throw":44,"true":[3,7,8,9,10,12,13,15,16,25,27,34,36,41,43,44,52,56,57,58,59],"try":[11,17,20,21,25,38,50,56],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":24,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":26,"void":[21,23,24,36],"while":[2,3,7,13,25,29,34,41,50,54,58,59],AGE:[44,45],AND:56,ARE:56,AWS:[19,37,46,47],Age:55,And:[3,8,9,11,13,22,25,31,35,43,44,45,49,52,56,58,59],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,21,22,25,27,28,29,34,36,38,39,40,41,43,49,51,52,54,58,59],Going:58,Has:3,IDs:[13,54],Ids:54,Into:44,Its:[3,34,44,56],Not:[16,17,39],ONE:3,One:[8,10,15,34,36,41,50,54,58,59],QoS:45,THE:3,TLS:[16,44],That:[9,13,25,29,41,43],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,24,25,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],Their:[3,9,17],Then:[5,9,28,29,34,35,36,38,44,45,49,51,56,57,58],There:[8,9,13,15,16,17,21,22,27,29,31,38,44,50,51,52,53,54,56,59],These:[39,43,51,57],USE:56,USING:56,Use:[3,16,25,29,36,38,41,42,44,56],Used:10,Useful:3,Using:[17,45,58],VPS:44,WITH:35,Will:[13,15],With:[3,9,10,27,50,57],YES:22,Yes:29,___fc_layer_0__:44,__file__:22,__init__:36,__list_to_map__:56,__main__:52,__meta__:56,__name__:52,__rnn_step__:34,_error:50,_link:10,_proj:9,_res2_1_branch1_bn:52,_source_language_embed:[34,49],_target_language_embed:[34,49],aaaaa:19,aaaaaaaaaaaaa:44,abc:9,abl:[9,16,50,58],about:[5,9,10,22,27,38,40,41,44,48,57,58,59],abov:[3,5,9,16,17,20,27,29,38,44,45,50,52,54,57],abs:[10,50],absolut:[2,39],academ:55,acceler:[18,43],accept:[3,5,13,16,25,54,57],acceptor:57,access:[2,9,10,16,20,22,34,59],accessmod:44,accident:55,accomplish:29,accord:[2,3,8,9,21,34,35,39,40,41,43],accordingli:[5,36],accordingto:57,accrod:10,accumul:[17,21],accuraci:[8,36,54,55,58],achiev:[38,51],ack:41,acl:58,aclimdb:58,across:9,act:[9,10,27,34,54],act_typ:54,action:[44,55],activ:[0,5,9,10,14,27,28,36,41,54,58],activi:10,actual:[3,9,27],adadelta:54,adagrad:54,adam:[16,21,54,58,59],adamax:54,adamoptim:[49,54,58,59],adapt:[8,11,27,58,59],add:[3,9,10,13,27,28,35,36,38,43,54,56],add_input:36,add_test:36,add_to:9,add_unittest_without_exec:36,addbia:36,added:[3,8,36],adding:52,addit:[9,10,29,54],address:[17,29,38,41],addrow:36,addtion:39,addtolay:9,adject:58,adjust:27,admin:55,adopt:57,advanc:[34,38,41],advantag:58,adventur:55,adverb:58,adversari:25,advic:38,affect:9,afford:20,afi:3,aforement:39,after:[9,13,20,21,28,31,34,36,39,41,43,44,45,50,51,52,54,56,57,58,59],again:[16,17,38],against:44,age:[13,56],agg_level:9,aggreg:44,aggregatelevel:9,aid:38,aim:[58,59],aircraft:59,airplan:51,aistat:9,alex:[9,58],alexnet_pass1:43,alexnet_pass2:43,algorithm:[9,11,20,27,34,49,51,58,59],alia:[6,7],align:[9,10,13,59],all:[0,3,7,8,9,11,16,17,21,22,24,27,29,34,35,36,38,39,40,41,43,44,45,49,50,52,54,55,56,57,58,59],alloc:[7,22,36,43],allow:[16,21,29,35,36,38,41,44,54],allow_only_one_model_on_one_gpu:[40,41,43],almost:[10,27,39,49],along:58,alreadi:[17,29,38,39,41,44,45,58],alreali:[40,59],also:[2,3,9,10,13,16,25,28,29,34,36,38,39,45,50,51,52,54,57,58],although:27,alwai:[5,9,10,15,25,27,41,44,59],amaz:51,amazon:[44,45,54,58],amazonaw:44,amazonec2fullaccess:44,amazonelasticfilesystemfullaccess:44,amazonroute53domainsfullaccess:44,amazonroute53fullaccess:44,amazons3fullaccess:44,amazonvpcfullaccess:44,ambigu:[25,57],amd64:44,amend:35,american:51,among:[44,58],amount:[38,58],analysi:[27,38,53,57],analyz:[54,58],andd:44,ani:[2,3,9,10,13,16,17,21,22,25,34,35,38,44,54,56,59],anim:55,annot:57,annual:57,anoth:[3,9,16,22,29,41,44,57,58],ans:44,answer:[27,44,57],anyth:[13,25,35,44,57],api:[13,15,16,21,22,26,28,36,38,44,48,50,54,56,58],api_trainer_config_helpers_data_sourc:56,api_trainer_config_helpers_lay:34,api_trainer_config_helpers_layers_context_project:56,api_trainer_config_helpers_layers_cos_sim:56,api_trainer_config_helpers_layers_data_lay:56,api_trainer_config_helpers_layers_embedding_lay:56,api_trainer_config_helpers_layers_fc_lay:56,api_trainer_config_helpers_layers_pooling_lay:56,apiserv:44,apivers:[44,45],apo:59,appar:59,appear:57,append:[3,15,25,34,36,39,56],append_gradient_machin:15,appleclang:28,appleyard:38,appli:[0,9,10,34,36,51,54],applic:[29,38,44,45,58],appreci:[35,58],approach:9,apt:[28,31,51],arbitrari:9,architectur:[49,57,58,59],architecur:58,archiv:[13,23,24],arg:[3,8,9,10,13,27,40,50,51,52,54,56,57,58],arg_nam:9,argu:57,argument:[3,5,9,13,20,34,36,41,42,49,50,51,52,56,57,58,59],argv:52,arn:44,around:[3,9,44],arrai:[5,9,13,15,21,25,27,52],art:[27,57],articl:[39,45],artifact:44,artifici:50,artist:55,arxiv:[9,10,50,58],ask:17,aspect:58,assign:[9,20,41,44],associ:[57,58,59],assum:[9,34,43,49],assur:2,astyp:[25,50],asyc:17,async:[17,40],async_count:41,async_lagged_grad_discard_ratio:41,async_lagged_ratio_default:[40,41],async_lagged_ratio_min:[40,41],asynchron:[17,41],atla:28,atlas_root:28,attenion:10,attent:[9,10,29,59],attitud:58,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,36,49,57],auc:40,auc_evalu:8,aucvalidationlay:41,authent:44,author:[44,52],authorized_kei:39,autmot:35,auto:[23,36,38,53,56],autom:[44,59],automak:28,automat:[9,16,21,28,34,36,39,40,41,44,56,57,59],automaticli:9,automobil:51,avail:[17,21,28,44],availabel:28,averag:[8,9,12,20,41,52,54,56,57,58,59],average_test_period:[40,41,57],average_window:58,averagepool:9,avg:[38,54],avgcost:[54,56,58,59],avgpool:[9,54],avoid:[17,38],avx:[28,29,31],await:45,awar:[16,17,29,44],aws_account_id:44,awsaccountid:44,awskeymanagementservicepowerus:44,b2t:49,b363:45,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:45,ba5f:44,back:[3,17,29],backward:[6,9,10,21,34,36,41,43],backward_first:34,backwardactiv:36,bag:[54,58],baidu:[0,9,27,31,35,45,49],baik:49,balanc:[41,44,50],balasubramanyan:58,bank:57,bardward:10,bare:45,barrier:41,barrierstatset:38,base:[9,10,12,13,16,20,27,31,34,35,36,38,39,41,44,49,50,54,56,58,59],baseactiv:9,baseev:15,basematrix:36,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,56],bash:[29,44,45],bashrc:28,basic:[3,9,15,29,35,36,54,55,58],batch:[3,9,10,11,13,15,16,17,19,36,39,41,44,45,50,51,52,54,56,57,58,59],batch_0:52,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,25],batch_siz:[3,13,27,39,49,50,51,54,56,58,59],batchsiz:[9,36],bbbbb:19,bcd:9,bcebo:13,beam:[9,34,41,57,59],beam_gen:[9,34],beam_search:[15,34],beam_siz:[9,34,40,41,43],beamsiz:59,becaus:[5,9,13,16,17,21,25,34,35,36,43,44,51,54,57],becom:[35,38],been:[3,20,28,35,51,54,57,58,59],befor:[5,9,10,17,25,29,35,39,44,51,56,58,59],begin:[5,8,9,21,36],beginiter:[15,16],beginn:34,beginpass:[15,16],begintrain:16,behavior:38,being:[17,25,50],belong:[9,59],below:[3,9,13,17,21,25,34,36,38,39,44,50,51,54,56],benefit:[10,22],bengio:9,bertolami:58,besid:[2,9,13,59],best:[9,28,29,41,54,56,58,59],best_model_path:57,besteffort:45,beta1:11,beta2:11,beta:52,better:[9,10,27,39,44,50,56],between:[9,11,17,21,24,27,35,44,50,54,55,58,59],bgr:52,bi_gru:10,bi_lstm:10,bia:[9,10,11,34,36,52],bias:[9,36],bias_attr:[9,10,27,34],bias_param_attr:10,biases_:36,biasparameter_:36,biassiz:36,bidi:45,bidirect:[10,34,57,59],bidirectional_lstm_net:58,big:38,bigger:17,biggest:58,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:38,bin:[28,29,39,44,45,56],binari:[3,8,9,13,22,38,44,49,54,58],bird:51,bison:28,bit:54,bitext:59,bla:28,blank:[9,44],block:[9,18,20,21,27,36,38,41,52,58],block_i:9,block_x:9,blog:58,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:58,book:13,bool:[3,7,8,9,10,12,13,36,41,43,54,56,58],boot:[9,34],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,34],boot_with_const_id:9,bootstrap:28,bos_id:[9,34],both:[0,6,7,9,10,16,17,29,34,36,38,44,50,52,54],bottleneck:[38,52],bottom:58,bow:[54,58],box:38,branch:[9,16,26,35],breadth:[41,59],brendan:58,brew:28,brief:21,briefli:38,broadcast:17,brows:29,browser:[29,44],bryan:58,bucket_nam:44,buf_siz:13,buffer:[3,13,21,25,41],buffered_read:25,bug:44,bui:58,build:[0,13,22,27,29,32,41,44,46,47,49,51,52,54,56,58,59],build_dict:13,built:[0,28,29,50,57],bunch:[38,54],bunk:58,button:[35,44],c11:23,c99:24,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:[3,8,9,10,11,17,21,34,36,38,41,43,50,56],call:[3,9,10,16,20,21,22,27,29,34,36,38,41,44,51,52,54,58,59],callabl:[3,9,13],callback:36,caller:44,caltech:51,can:[2,3,5,7,8,9,10,13,16,17,20,22,25,27,28,29,31,34,35,36,38,39,40,41,43,44,45,49,50,51,52,54,56,57,58,59],can_over_batch_s:[3,57],candid:9,cannot:36,caoi:59,capabl:[28,58],capac:44,capi:23,capi_prvi:24,caption:[27,59],captur:[27,39],card:39,care:[10,22,25,40,41,55],carefulli:[39,41,52],cat:[29,51,52,58],categor:57,categori:[9,13,17,54,58],categorig:13,categoryfil:45,caus:17,caution:[44,45],ccb2_pc30:59,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,58],center:3,ceph:[19,45],cephf:[19,22],certain:[2,40,57],certif:[16,44],cffi:23,cfg:45,cgo:23,chain:[13,36],challeng:17,chanc:[16,36,54],chang:[9,13,20,22,25,27,29,34,35,36,38,41,44,54,58],channel:[9,38,39,52],channl:[39,52],char_bas:56,charact:[54,56],character:27,characterist:[43,51],check:[3,13,27,28,29,35,41,43,44,55],check_align:13,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,china:29,chines:53,chmod:[28,44],choic:[29,55],choos:[41,54,56],chosen:[2,55,59],chunk:[20,50,57],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[50,51],cifar_vgg_model:51,claim:44,claimnam:44,clang:[23,28,29,35],class1:58,class2:58,class_dim:58,classfic:[52,58],classfiic:51,classic:[9,27],classif:[3,5,9,43,52,53,54,58,59],classifc:58,classifi:[50,51,52,54,58],classification_cost:[51,54],classification_error_evalu:[8,50,54,58,59],classification_error_printer_evalu:8,claster:44,clean:[5,56],cleric:55,cli:44,click:[35,38,44],client:35,clip:[7,41,54,58],clock:9,clone:[28,29],close:[3,25],closer:27,cloud:[17,22],cls:54,cludform:44,cluster:[16,17,21,40,41,45,54,59],cluster_train:39,cm469:44,cmake3:28,cmake:[24,28,36,38],cmakelist:36,cmatrix:[23,24],cmd:45,cna:9,cname:44,cnn:[9,45,52,54],code:[0,3,5,13,16,25,27,28,29,30,34,36,37,38,39,44,45,50,54,55],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,27,55],collectbia:36,colleg:55,color:[51,52],colour:13,column:[8,9,25,36,49,59],column_sum_evalu:8,colunm:59,com:[9,10,13,28,29,31,35,44,45,52],combin:[9,10,13,15,50,56,58],come:58,comedi:55,comma:[41,49],command:[2,5,22,27,28,29,31,35,36,37,38,39,44,45,46,47,49,50,51,52,56,57,58],commandlin:[38,58],commenc:54,comment:[10,35,54,58],commnun:39,common:[19,34,36,40],common_util:[39,56],commonli:[34,38,43],commun:[0,17,21,36,39,44],compani:58,compar:[36,50,54],compat:3,compet:58,competit:50,compil:[28,29,35,36],complet:[0,5,9,10,13,15,17,20,21,36,44,45,54],complex:[2,3,10,25,34,38,54],complic:9,compon:36,compos:[13,16,50,57],composenotalign:13,compress:20,comput:[9,10,16,17,27,28,29,34,36,38,43,44,54,56,57,58],computation:34,conat:9,concat:59,concat_lay:34,concaten:10,concept:[3,16,29,34],concern:16,concurr:17,concurrentremoteparameterupdat:41,condit:[9,20,34,39,45,59],conduct:38,conf:[5,9,39,49,50,52,59],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:[3,7,9,10,19,27,36,39,40,41,44,45,49,50,51,52,54,58,59],config_:41,config_arg:[40,41,43,52,54,57,58],config_bas:[8,9,10,15],config_fil:57,config_gener:[39,56],config_lay:36,config_pars:[5,36],config_proto:21,configur:[1,2,3,5,9,21,22,27,35,36,38,41,49,51,52,58,59],conflict:35,confront:59,congest:41,conll05st:57,conll:[13,57],connect:[2,10,22,27,36,44,45,50,51,52,54,56,58],connectionist:[9,58],connor:58,consequ:[9,10],consid:[8,9,11,28,29,38,43,51],consider:[3,10],consist:[9,13,20,25,51,52,54,57,59],consol:[38,44],constant:36,construct:[3,5,16,34,56],construct_featur:56,constructor:36,consum:[17,58],contact:17,contain:[3,8,9,10,12,13,15,16,20,30,31,34,35,39,44,51,52,54,55,58,59],containerport:44,contemporan:58,content:[21,45,57,58],content_len:21,context:[9,10,13,34,49,54,56,57,58,59],context_attr:10,context_len:[9,10,54,56],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,56],context_start:[9,10,54],contibut:35,contin:44,continu:[3,17,31,41],contrast:[9,59],contribut:[0,30,37,58],contributor:0,control:[7,29,41,44,45,59],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,39],convent:21,converg:[39,50,58],convert:[3,5,13,19,25,34,49,51,52,54,56],convlay:9,convolut:[9,10,50,52,56],convoper:9,convtran:9,convtranslay:9,cool:[3,35],coordin:17,copi:[15,16,20,29,44,50,56],copy_shared_paramet:50,copytonumpymat:50,core:[3,7,24,41,59],coreo:44,corespond:57,corpora:59,corpu:[13,57],correct:[3,8,9,36,44],correctli:[8,13,36,50],correl:[27,51,58],correspoind:16,correspond:[3,5,16,27,34,36,51,55,57,58,59],corss_entropi:16,cos:9,cos_sim:56,cosin:[9,56],cost:[5,11,15,16,27,41,50,54,56,58,59],cost_id:9,could:[3,5,9,13,15,16,20,25,29,38,39,44,54,56],count:[17,22,25,38,41,43,45,49,56,57,58,59],counter:[17,20],coupl:27,cours:22,coverag:28,coveral:28,coveralls_uploadpackag:28,cpickl:[52,56],cpp:[23,24,35,36,38,54,56,59],cpu:[2,3,7,9,22,26,28,31,38,41,45,50,57,58,59],cpuinfo:29,cpusparsematrix:24,craftsman:55,crash:[17,38,39,41],crazi:39,creat:[5,7,9,13,15,16,17,27,28,29,36,39,41,49,50,51,59],create_bias_paramet:36,create_input_paramet:36,createargu:50,createfromconfigproto:[5,50],createstack:44,creation:44,creationd:44,creator:[13,19],credit:50,crf:57,crime:55,critic:58,crop:52,crop_siz:52,cross:[9,54,57],cross_entropi:[9,16,50],cross_entropy_with_selfnorm:9,csc:36,cslm:59,csr:36,csv:55,ctc:8,ctc_error_evalu:8,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:[9,12,28,31,41],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[40,41],cudnn_convt:9,cudnn_dir:[40,41],cudrivergetvers:38,cuinit:38,cumul:9,curl:[28,44],current:[3,9,17,27,29,34,35,36,39,41,44,54,58,59],current_word:34,currentcost:[54,56,58,59],currentev:[54,56,58,59],curv:[16,51,57],custom:[2,3,16,22,36,44,55,58],custom_batch_read:25,cutoff:13,cycl:17,cyclic:9,cython:23,d3e0:44,dai:59,daili:58,dalla:3,dan:57,danger:3,darwin:44,dat:[13,19,39,56],data:[1,2,3,5,8,10,11,15,16,19,20,28,29,36,38,39,40,41,43,46,52,55],data_batch_gen:50,data_dir:[49,51,58,59],data_feed:13,data_fil:27,data_initialz:54,data_lay:[3,27,34,50,51,54,56,57],data_nam:13,data_read:[13,25],data_reader_creator_random_imag:25,data_sourc:50,data_typ:[9,13],databas:[13,58],datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,27,34,39,56,57],dataprovider_bow:54,dataprovider_emb:54,dataproviderconvert:5,datasci:9,dataset:[1,3,19,22,25,27,41,49,51,52,54,57,58],date:57,db_lstm:57,dcgan:50,dcmake_install_prefix:28,dead:17,deal:[35,50],deb:[30,31],debian:[29,30],debug:3,decai:[11,51],decent:20,decid:[16,25],declar:[9,56],decod:[9,10,34,57,59],decoder_boot:34,decoder_group_nam:34,decoder_input:34,decoder_mem:34,decoder_prev:10,decoder_s:34,decoder_st:[10,34],deconv:9,deconvolut:9,decor:[3,13,36],decreas:27,decrypt:44,deep:[0,9,27,29,32,38,50,51,52,54,57],deeper:[27,29,52],deer:51,def:[3,9,13,16,19,22,25,27,34,36,50,52,54,56,57],defalut:[9,41,43],default_devic:43,default_valu:43,defferenct:3,defin:[2,3,9,10,13,16,17,25,27,34,36,39,41,49,50,51,56,57],define_py_data_sources2:[3,27,51,52,54,56],defini:59,definit:[3,13,17,20,27,29,49,54,58],degre:9,del:56,delai:41,delar:54,delet:[17,22],deletestack:44,delimit:[8,55,56],demand:17,demo:[9,13,34,39,45,46,49,50,51,52,53,54,55,56,57,58,59],demograph:55,demolish:45,demonstr:[27,34,50,56],denot:[43,54,55,57],dens:[3,9,13,21,36,44,54,56],dense_vector:[3,5,9,13,27,56],dense_vector_sequ:13,depend:[17,22,27,29,31,39,43,51,55],deploi:[39,43],deploy:[39,44],deriv:[6,16],descent:[9,17],describ:[16,20,27,36,44,45,50,54,57],describestack:44,describestackev:44,describestackresourc:44,descript:[5,28,34,42,44,51,56],deseri:15,design:[3,9,13,23,58],desir:[17,44,45,49],destin:21,destructor:36,detail:[3,5,7,9,10,11,20,22,34,35,36,38,39,42,43,44,45,49,50,52,54,56,58,59],detect:8,determin:[3,9,13,36,50],dev:[28,29,51,56,59],devel:28,develop:[0,26,28,35,40,41,59],deverlop:41,deviat:7,devic:[7,41,59],deviceid:43,devid:[9,41],dez:58,diagnos:39,diagram:52,dict:[3,13,15,54,56,58,59],dict_dim:58,dict_fil:[8,34,54,57],dict_siz:13,dictionai:54,dictionari:[3,8,9,13,15,16,34,43,52,54,56,57,58,59],dictsiz:59,did:3,differ:[3,8,9,17,21,27,29,34,35,36,39,41,44,45,49,51,52,54,58,59],difficult:27,dig:[29,38,44],digit:[3,9],dim:[13,36,49,52,54,58],dimens:[6,9,12,13,36,43,49,54,56,58],dimension:[3,27,34,36,50,54],dimenst:49,dimes:9,din:56,dir:[39,52,54,56,57,58,59],dirctori:29,direct:[9,10,29,52,57],directli:[2,3,10,22,27,29,39,45,58],directori:[2,19,28,29,35,38,39,41,45,51,52,54,56,57,58,59],diretcoti:52,dis_conf:50,dis_train:50,dis_training_machin:50,disabl:3,discard:[13,17,20,41],discount:9,discov:[17,57],discoveri:44,discrep:38,discrimin:50,discriminator_train:50,discuss:[16,20,21],disk:45,dispatch:[39,41],displai:22,disput:59,dist_train:[16,22],distanc:8,distibut:49,distinguish:[39,50,59],distribut:[9,20,21,28,37,45,46,47,50,54,57],distribute_test:[40,41],distributedli:36,disucss:16,divid:[11,40,51,59],diy_beam_search_prob_so:[40,41],dmkl_root:28,dns:44,do_forward_backward:25,doc:[5,10,13,28,29,39],docker:[26,30,44,46,47],docker_build:16,docker_push:16,dockerfil:29,dockerhub:29,doctor:55,document:[3,5,10,28,35,43,51,54,56,57,58],documentari:[3,55],doe:[3,5,10,17,20,21,22,25,27,31,34,36,38,54,56,57],doesn:[7,9,13,16,25,35,38,45,59],dog:[51,52],doing:38,domain:44,don:[10,16,25,27,44,58],done:[9,10,17,20,21,34,38,44,50,58],dopenblas_root:28,dot:[41,52,59],dot_period:[41,43,50,51,56,58,59],dotmuloper:9,dotmulproject:9,doubl:[3,28,41],down:[38,54],download:[13,17,29,31,50,51,54,57,58],download_cifar:51,downsampl:51,doxygen:[28,35],dpkg:31,drama:55,drop:3,drop_rat:7,dropout:[7,9,36,54],dropout_r:10,drwxr:45,dst:21,dtoh:38,dtype:[5,27,52],dubai:59,due:[20,55,56],dummi:20,duplic:55,durat:[20,38],dure:[2,3,9,17,20,22,27,35,36,40,41,44,54,56,57,59],durn:3,dwith_c_api:24,dwith_doc:28,dwith_profil:38,dwith_python:24,dwith_swig_pi:24,dwith_tim:38,dynam:[2,3,21,24,25,28,38,41],dynamic_cast:36,each:[2,3,5,8,9,12,13,15,17,20,21,22,25,27,29,34,35,36,39,41,43,44,49,51,52,54,55,56,57,58,59],each_feature_vector:6,each_meta:56,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,25,52],easi:[0,25,29,36,39,54],easier:[16,25,36],easili:[16,25,27],echo:[29,56,58],edit:[8,29,44],editor:[29,35],edu:[13,44,45,51],educ:55,eeoi3ezpr86c:44,effect:[3,41,44],effici:[0,2,3,34,36],efg:9,efs:44,efs_dns_nam:44,efsvol:44,eight:57,either:[9,13,15,16,38,54,56],elb:44,elbapis:44,elec:54,electron:[45,54],elem_dim:9,element:[3,5,8,9,10,13,15,20,25,54,58,59],element_typ:21,elif:[16,56],elimin:57,els:[9,16,22,29,36,52,54,56],emac:[29,35],emb:[45,54],embed:[16,34,53,56,58],embedd:57,embedding_lay:[34,54,56],embedding_nam:[9,34],embedding_s:[9,34],emphas:38,empir:9,emplace_back:36,emploi:[34,55],empti:[8,13,17,27],emul:59,enabl:[3,7,20,38,39,41,44],enable_grad_shar:[40,41],enable_parallel_vector:41,enc_proj:[10,34],enc_seq:10,enc_vec:34,encapsul:21,encod:[10,20,34,59],encoded_proj:[10,34],encoded_sequ:[10,34],encoded_vector:34,encoder_last:9,encoder_proj:34,encoder_s:34,encrypt:44,encrypt_decrypt:44,end:[3,8,9,25,27,34,41,49,57,58,59],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,44],endtrain:16,engin:[0,22,38,55],english:[3,9,59],enjoi:29,enough:27,ensembl:10,ensur:[3,17,36],enter:[29,55],entir:[9,10,21,58],entri:[13,20,22,36,44,55],entropi:[9,54,57],entry_point:22,enumer:[6,54,56],enumerate_data_types_of_data_lay:13,env:[35,44],environ:[16,28,29,31,38,39,40,41,44,45,50,51,56],eol:35,eos_id:[9,34],epel:28,epoch:55,epsilon:11,equal:[9,10,17,41],equat:[9,10,11,29],equilibrium:50,equip:[28,34],equival:[9,16],error:[7,8,9,11,16,20,27,31,36,39,41,44,51,52,54,55,56,58,59],error_clipping_threshold:7,especi:[3,10,57],essenc:16,essenti:[9,16,28,57,59],estat:27,estim:[9,16],eta:45,etc:[13,25,29,39,40,43,44,58,59],etcd:[17,20],eth0:[39,44],ethternet:39,eval:[8,54,56,58,59],eval_bleu:59,evalu:[2,9,14,15,38,39,54,58,59],evaluate_pass:58,evalut:[27,59],even:[16,25,38,41,58],evenli:[21,44],event:45,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,21,34,35,36,41,54,57,58,59],everyth:[27,35],exactli:[3,8,9,10,29,44,57],exampl:[2,3,9,10,11,13,15,22,25,27,28,29,34,36,38,39,40,41,43,44,45,51,52,53,54,58,59],exceed:9,except:[3,13,43,49,56,58],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[29,41],execut:[17,20,22,36,38,44,55,57,58],exist:[16,17,25,36,41,44,55,58],exit:[21,41,45],expand:[36,57,58,59],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,38,58],expens:59,experi:43,expir:17,explain:[3,8,17,39,50,58],explan:[9,22,54,59],explanatori:[27,29],explicit:36,explicitli:[3,16],exploit:51,explor:9,exponenti:6,expos:[29,44],express:[16,44,58],extend:[0,56],extens:[55,56,59],extent:24,extern:[3,23,24],extra:[7,9,10,27],extra_input:9,extra_lay:15,extraattr:[7,43],extraattribut:[9,10],extraattributenon:9,extract:[9,44,51,57,58],extract_fea_c:52,extract_fea_pi:52,extract_para:49,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,38],extremli:2,f120da72:45,f7e3:44,fa0wx:45,fabric:39,facotr:9,fact:52,factor:[7,9,11],factori:23,fail:[3,17,20,41,43,45,51],failur:[17,21],fake:50,fake_imag:25,fals:[3,7,8,9,10,11,13,25,27,34,36,41,43,45,49,54,56,57,58,59],false_label:25,false_read:25,famili:59,familiar:[3,27],fanscin:3,fantasi:55,fantast:54,far:0,farmer:55,fascinatingli:2,fast:[9,20,35,38],faster:[9,10,17,34,38,58],fault:20,favorit:35,favourit:29,fbd1f2bb71f4:45,fc1:[36,43],fc2:43,fc3:43,fc4:43,fc8a365:44,fc8a:44,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,27,36,43,54,56],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:36,fdata:57,fea:52,fea_output:52,feat:58,featur:[3,6,9,13,35,41,51,54,58,59],feature_map:56,feed:[10,13,15,16,27,58],feedback:0,feeder:13,feedforward:51,femal:55,fernan:58,festiv:3,fetch:[13,17,34,36],few:[3,17,25,29],fewer:9,fg0:9,field:[9,15,38,44],figur:[16,34,36,38,49,50,51,52,57,58,59],file1:59,file2:59,file:[2,3,5,8,9,13,15,16,17,19,20,21,22,24,25,27,28,29,34,35,36,39,41,49,51,52,57,58,59],file_list:3,file_nam:[3,27,52,54,57],filenam:[3,19,56],filer:9,filesystem:[22,29,44],fill:[9,17,20,44,54],film:55,filter:[9,52],filter_s:[9,10],filter_size_i:9,finali:39,find:[9,11,17,29,38,51,58,59],fine:[7,20,56],fingerprint:44,finish:[3,17,20,22,29,39,44,45,51],finit:36,first:[3,9,13,16,17,20,22,27,29,31,34,35,36,38,41,43,44,49,50,51,52,54,56,57,58,59],first_seq:34,firstn:13,firstseen:45,fit:[2,13,35],five:[38,54],fix:[3,7,23,59],flag:[13,41,50,51,57],flexiabl:25,flexibl:[0,2,9,10,16,21,34],flight:59,float32:[5,13,25,27,50,52],floor:9,flow:[26,35],fly:[27,54],fnt03:44,focu:[3,38],folder:[19,22,28,44,51,58,59],follow:[2,3,8,9,10,11,13,16,17,20,22,25,28,29,31,34,35,36,38,39,43,44,45,46,47,49,50,51,52,54,55,56,57,58,59],fool:50,forbid:16,force_load:23,forecast:58,forget:[11,16,58],form:[2,3,10,11,38,57],format:[2,3,8,20,21,27,35,36,41,44,49,51,55,56,58],former:[16,59],formula:[9,10],formular:9,forward:[6,10,21,34,35,36,43,50,57,58],forwardactiv:36,forwardtest:5,found:[3,5,9,28,34,50,51,54,58],four:[3,31,49,52,54,56,57,58],frame:8,framework:[16,36,52,54,58],free:[13,59],french:59,frequenc:[13,38,49,54,58],frequent:[20,25,39,59],frog:51,from:[0,3,5,9,10,13,15,17,19,20,21,25,27,29,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],from_timestep:9,fromfil:[25,27,52],fulfil:38,full:[9,17,29,34,36],full_matrix_project:[10,34],fulli:[27,35,36,38,50,51,52,54,56,58],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:49,fullyconnectedlay:36,func:[13,20],fundament:27,further:9,fusion:56,gain:9,game:50,gamma:52,gan:16,gan_train:50,gap:41,gate:[9,10,58],gate_act:[9,10],gate_recurr:9,gather:[9,36,56],gauss:7,gaussian:50,gcc:[23,28,29],gdebi:31,gen:[9,59],gen_conf:[50,59],gen_data:59,gen_result:59,gen_train:50,gen_training_machin:50,gen_trans_fil:34,gender:[13,55,56],gener:[2,3,5,8,9,10,13,15,16,17,19,20,21,25,27,28,29,38,39,41,43,44,49,52,53,54,56,58],generated_word_embed:9,generatedinput:[9,34],generator_conf:50,generator_machin:50,generator_train:50,genert:3,genr:[55,56],gereat:8,get:[3,9,10,13,15,20,21,22,27,28,31,34,36,38,39,44,48,51,52,54,56,57,58],get_batch_s:57,get_best_pass:58,get_config_arg:[43,54,56,58],get_data:[45,54,57],get_dict:13,get_embed:13,get_imdb:58,get_input_lay:36,get_mnist_data:50,get_model:52,get_movie_title_dict:13,get_nois:50,get_output_attr:10,get_shap:15,get_training_loss:50,get_word_dict:13,getbatchs:36,getenv:[16,22],getinput:36,getinputgrad:36,getinputvalu:36,getoutputgrad:36,getoutputvalu:36,getparameterptr:36,getsiz:36,getslotvalu:50,gettask:20,gettempl:44,gettranspos:36,getw:36,getweight:36,getwgrad:36,gfortran:28,gildea:57,gist:10,git:[26,28,29,35],github:[9,10,28,29,31,52],give:[3,17,27,29,36,38,44,54],given:[3,13,15,21,25,36,41,50,54,57,58,59],global:[3,7,16,17,38,41,44,56,58],global_learning_r:7,globalstat:38,globalstatinfo:38,globe:3,goal:[38,57],gob:20,godoc:23,goe:[9,10,17,27],going:[54,58],good:[9,25,38,58,59],goodfellow13:9,googl:16,googleapi:44,gpg2:44,gpg:44,gpu:[2,3,7,9,12,22,26,28,31,37,39,50,51,52,56,57,58,59],gpu_id:[41,43,50],gpugpu_id:40,grab:[17,58],grad:[21,41,55],grad_share_block_num:[40,41],gradient:[7,8,9,11,15,17,20,41,54,58],gradient_clipping_threshold:[7,54,58],gradient_machin:[15,24],gradient_printer_evalu:8,gradientmachin:[5,15,24,50,56,59],gradual:[27,38],grai:51,gram:[49,58],grant:44,graph:[9,15,17,49],graphviz:52,grave:58,grayscal:3,greater:9,grep:[29,58],groudtruth:34,ground:[8,9,54,59],group:[10,20,58],group_id:56,group_input:34,grouplen:[13,55],gru:[9,34,54,59],gru_attr:10,gru_bias_attr:10,gru_decod:34,gru_decoder_with_attent:34,gru_encoder_decod:[49,59],gru_memori:10,gru_siz:54,gru_step:[10,34],gru_step_lay:34,grumemori:[10,34],gserver:[9,36],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:10,gzip:[20,45],hack:[30,39],hadoop:16,half:44,hand:[55,56,58],handl:[16,22,25,39,56,58],handler:15,handwrit:[3,58],happen:20,hard:[44,54],hardwar:[29,38],has:[3,5,9,10,11,13,16,17,20,21,29,34,36,38,44,45,49,51,54,55,56,57,58,59],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,21,22,25,27,28,29,34,35,36,38,39,41,43,44,49,51,54,55,56,58,59],hdf:[2,19],head:[35,49,58],header:[21,24,27,36,49,52,56],health:55,heavi:39,height:[9,13,23,25,36,51],held:17,hello:16,help:[3,5,35,39],helper:[9,10,36],here:[3,5,7,9,10,13,16,17,25,27,28,34,39,40,43,44,45,49,51,52,53,54,55,56,57,58,59],heurist:[9,41,59],hidden:[9,10,34,44,54,56,58],hidden_s:[10,56],hierarch:[9,34],high:[7,36,50],higher:2,highest:[13,59],highli:[2,3,13,34,43,56,58],him:16,hint:27,histor:58,hl_get_sync_flag:36,hold:[16,17,20,44],home:[19,39,44,45],homemak:55,honor:20,hook:[3,56,57],hope:0,horizont:[9,52],horror:55,hors:51,horst:58,host:[22,28,29,39,44,45],hostnam:[39,44],hostpath:45,hostport:44,hot:56,hour:59,hous:[3,13,27,49],how:[2,3,7,9,16,17,20,27,34,39,41,44,45,48,51,52,54,56],howev:[3,10,25,27,34,35,40,41,44,58,59],hpp:23,html:[13,29,51],htod:38,http:[9,10,13,22,28,29,31,35,44,45,50,51,52,59],huber:9,huge:[9,35],huina:58,human:59,hyper:[9,36],hyperplan:13,i0601:56,i0706:59,i0719:59,i1117:38,iamfullaccess:44,iamusersshkei:44,ib0:39,ics:13,icwsm:58,id_input:[8,34],idea:[9,25],ident:[27,29,44,55],identifi:[34,36],identityoffsetproject:9,identityproject:9,ids:[8,9,36,54,56],idx:[20,36],ieee:58,ignor:[3,8,9,41,49],ijcnlp:58,illustr:[3,17,21,34,36,38,54],ilsvrc:52,imag:[3,12,13,16,25,27,30,43,44,46,47,50,52,53,59],image_a:25,image_b:25,image_classif:51,image_fil:25,image_lay:25,image_list_provid:52,image_nam:16,image_path:25,image_provid:51,image_reader_cr:25,image_s:52,imagenet:[19,53],imagepullpolici:44,imageri:9,images_reader_cr:25,imdb:55,imdber:58,img:[3,9,51],img_conv:10,img_featur:3,img_pool:10,img_siz:51,imgsiz:38,imgsizei:38,imgsizex:38,immedi:44,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,23,24,34,54,57],importerror:56,improv:[0,38,44,58,59],inbound:44,includ:[2,3,9,10,13,16,21,22,23,24,28,29,34,36,38,41,44,45,49,54,55,57,59],inconsist:55,incorrect:9,increas:[17,20,41,59],increment:41,incupd:36,inde:[13,25,29],independ:[9,21,54],index:[3,8,9,12,13,15,17,20,34,39,44,56],indexslot:[9,57],indic:[3,8,9,21,27,39,44,57],individu:[17,27,44],industri:17,infer:[1,16,17,23,28],infiniband:39,info:[8,9,13,36,39],infom:35,inform:[5,13,22,36,38,41,44,55,56,57,58,59],infrastructur:[44,50],ingor:41,ininst:16,init:[7,36,43,44,50,54,56,57],init_hook:[54,56,57],init_model_path:[40,41,43,49,54,57],initi:[3,5,7,9,13,20,34,36,41,49,50,54,57],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,50],inlcud:10,inlin:44,inner:36,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,25,27,34,36,43,49,50,51,52,54,56,57,58,59],input_data:36,input_data_target:36,input_featur:6,input_fil:[27,57],input_hassub_sequence_data:36,input_id:9,input_imag:[10,51],input_index:36,input_label:36,input_lay:36,input_nam:16,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:[3,13],insid:[8,9,17,25,29,44],inspir:49,instal:[22,29,32,35,39,45,51,52,56,57,58],instanc:[9,17,19,34,36,38,41,57],instance_ip:44,instanti:17,instead:[9,10,12,22,25,29,35,39,54,59],instruct:[29,31,38,54],int32:41,integ:[3,8,9,13,20,22,23,34,36,54,58],integer_valu:[3,13,54],integer_value_sequ:[3,13,34,54,57],integr:[28,57],intend:0,inter:[9,39],interact:[29,44],intercept:9,interest:[38,58],interfac:[1,5,7,9,10,20,22,39,44,51,56,58],interg:54,intergr:9,intermedi:57,intern:[9,10,13,15,44],internet:[17,58],interpret:[3,8,28,38],interv:58,intrins:28,introduc:[3,17,45,56,58],introduct:[4,50],invalid:25,invari:51,invok:[3,9,15,38,44,56],involv:50,iob:8,ioe:8,ips:44,ipt:[9,34],ipython:16,is_discriminator_train:50,is_gener:[9,49,50,59],is_generator_train:50,is_kei:56,is_loc:15,is_predict:[54,56,58],is_seq:[9,34,56],is_sequ:56,is_stat:7,is_test:[52,57,58],is_train:3,isn:38,isol:29,isspars:36,issu:[28,29,38],item:[9,13,15,25],iter:[9,10,11,13,15,16,17,25,51,57,58],its:[3,8,9,10,16,17,20,36,38,41,44,49,50,51,54,58,59],itself:[10,17],java:23,jeremi:38,jie:[57,58],jmlr:9,job:[5,13,40,41,43,52,54,56,57,58,59],job_dispatch_packag:39,job_id:13,job_mod:49,job_nam:[22,44],job_namespac:44,job_path:44,job_workspac:39,jobpath:44,jobport0:44,jobport1:44,jobport2:44,jobport3:44,jobserv:22,johan:58,join:17,joint:[49,59],jointli:[10,59],journal:[57,58],journei:29,jpeg:51,jpg:52,json:[39,44,45,56],jth:10,judg:59,jupyt:[22,29],just:[3,6,8,9,10,13,20,21,27,35,39,43,44,49,51,56,57,58],jx4xr:44,jypyt:16,k8s_data:44,k8s_job:16,k8s_token:16,k8s_train:44,k8s_user:16,kafka:19,kaim:9,kaimingh:52,kebilinearinterpbw:38,kebilinearinterpfw:38,keep:[3,9,17],kei:[3,13,15,17,19,20,38,39,56,58],kernel:[9,38,54],key1:41,key2:41,key_pair_nam:44,keyid:44,keymetadata:44,keypair:44,keyserv:44,keystat:44,keyusag:44,keyword:3,kill:[17,44],kind:[2,3,16,17,27,44,45,50,54,56],kingsburi:57,kms:44,know:[3,10,16,20,27,36,38,44,56],knowledg:58,known:[50,58,59],kriz:[13,51],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:44,kubectl:45,kuberent:[17,44],kubernet:[16,17,37,39,46,47],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,54,56,57],l1_rate:7,l2_rate:7,l2regular:[51,54,58],label:[3,5,8,9,11,13,15,25,27,34,45,50,51,52,53,54,56,58],label_dict:57,label_dim:[9,54],label_fil:[25,57],label_lay:25,label_list:57,label_path:25,label_slot:57,labeledbow:58,labl:58,lag:41,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,43,49,57,58,59],larg:[12,13,57,58,59],larger:[3,7,8,9,39],last:[8,9,10,27,34,39,41,54,58,59],last_time_step_output:9,lastseen:45,late:58,latenc:[39,44],later:[28,35,44,54],latest:[9,17,29,35,45,58],latter:59,launch:[41,44,58],launcher:16,lawyer:55,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,25,27,34,37,40,41,49,50,51,52,54,56,57,58],layer_0:36,layer_attr:[9,34,43],layer_num:[43,52],layer_s:9,layer_typ:9,layerbas:36,layerconfig:36,layergradutil:36,layermap:36,layeroutout:9,layeroutput:[9,56],lbl:[8,51],ld_library_path:[28,31,39],lead:38,learn:[0,7,8,9,10,11,13,16,21,25,27,29,32,34,36,38,51,52,54,57,58,59],learnabl:9,learning_method:[27,49,51,54,56,58,59],learning_r:[7,21,27,49,51,54,56,58,59],leas:17,least:[8,9,17,28,55],leav:[3,44],lecun:13,left:[9,27,52],leman:59,len:[3,9,21,34,36,54,56,57],length:[9,10,13,21,34,41,45,58,59],less:[9,16,39,59],less_than:16,let02:45,let:[5,9,16,27,44,56],level:[7,9,39,41,50,56,58,59],lib64:[28,39,41],lib:24,libari:24,libcudnn:28,libjpeg:51,libpaddl:[23,24],libpaddle_capi:24,libpaddle_gserv:24,libpaddle_math:24,libpython:28,librari:[9,24,28,29,39,41,56],licens:57,life:17,like:[3,8,9,13,17,22,25,27,28,34,38,39,40,43,44,49,52,54,56,58,59],limit:[9,13,38,41],line:[2,3,5,8,13,22,27,35,37,38,39,43,44,49,51,52,56,57,58,59],linear:9,linearactiv:[9,27],linguist:57,link:[9,10,28,44,54,58],linux:[28,29,31,44,59],lipeng:49,lipton:58,list:[2,3,8,9,13,15,16,20,22,27,29,34,36,39,41,43,44,51,52,54,56,57,58,59],listen:41,literatur:58,littl:[2,3,21,41,54,58],lium:59,live:[17,29],liwicki:58,load:[2,3,5,9,16,17,27,41,44,52,56,57,58,59],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:[7,17,28,29,35,39,40,41,45,51,58],localhost:29,locat:[34,36,54,57],lock:[17,20,21],log:[3,20,35,36,39,41,44,45,51,56,57,58,59],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:6,logger:3,logic:[3,39],login:29,longer:59,look:[3,22,27,39,40,44,45,50,54],lookup:54,loop:25,loss:[9,36,50,54,58,59],lot:40,low:9,lower:39,lowest:41,lpaddle_capi_shar:24,lpaddle_capi_whol:24,lst:56,lstm:[9,34,45,54],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:54,lstm_step:10,lstmemori:[10,34],lstmemory_group:9,ltr:9,lucki:27,mac:[24,28,29],machan:10,machin:[9,10,13,15,27,35,36,40,41,43,44,45,54,56,58,59],made:[3,17,21,27,34,55],mai:[3,9,25,29,35,38,44,55],main:[3,5,35,44,51,57,58],mainli:41,maintain:[9,20,44],major:[29,35,50,52,58,59],make:[3,16,17,20,21,25,28,29,35,36,38,39,44,51,54,56,58],male:55,malloc:36,manag:[17,21,35,39],manageri:55,mandarin:9,mani:[0,9,10,20,27,29,41,54,55,56,58],mannal:39,manual:35,manufactur:59,mao:58,map:[3,9,13,15,16,20,41,51,52,56],map_read:13,mapreduc:16,marcu:58,mark:[3,34,57],mark_slot:57,market:[27,55,58],martha:57,mask:[7,9],master:[16,26,35,41,58],mat:[23,24],mat_param_attr:10,match:38,math:[10,23,36,38],matirx:9,matplotlib:51,matric:[5,34,36],matrix:[8,9,10,13,15,23,24,34,36,40,43,52,57],matrixptr:36,matrixtyp:24,matter:3,max:[3,7,9,13,38,41,43,51,54,56],max_id:[9,15,54],max_job_id:13,max_length:[9,34],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,54],maxid_lay:54,maxid_printer_evalu:8,maxim:[9,59],maximum:[8,13,21,34,38,41,54,57,58],maxinum:12,maxpool:9,mayb:[9,10,51],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,25,27,34,38,39,41,43,44,49,50,51,52,54,56,57,58,59],mean_img_s:51,mean_meta:52,mean_meta_224:52,mean_valu:52,measur:[27,38],mechan:[9,10,34,44,58],media:58,meet:57,mem:[9,22],member:[13,16],memcpi:38,memor:58,memori:[2,3,10,20,22,34,36,38,41,43,45,54,57,58,59],memory_nam:9,memory_threshold_on_load_data:41,mention:20,mere:10,merg:[21,35,41,49,59],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:16,method:[3,9,11,15,29,36,38,41,43,54,56,58,59],might:[9,29,36,44],mileag:38,million:[13,43,55],min:[7,38,43,44,56],min_pool_s:3,min_word_freq:13,mind:39,mini:[3,9,13,15,17],mini_batch:25,minibatch:9,minibatch_data:13,minim:[3,11,27,41],minimum:9,minimun:41,minst:3,minut:[17,44,59],mirror:29,mislead:21,miss:[41,49,57],mit:44,mix:[10,34,57],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,34,57],mixedlayertyp:9,mkdir:[28,29,44],mkl:28,mkl_path:28,mkl_root:28,ml_data:[39,56],mnist:[3,5,19,25],mnist_provid:3,mnist_random_image_batch_read:25,mnist_train:[3,25],mnist_train_batch_read:25,mod:57,modal:57,mode:[9,41,50,51,52,56,58,59],model:[1,2,5,9,10,13,17,18,35,36,37,41,44,56,57,58],model_config:[5,50],model_list:[41,43,57,58],model_output:58,model_path:43,model_zoo:[49,52],modifi:[5,34,35,36,39,44],modul:[2,3,5,10,13,15,27,28,51,52,54,56,57],modulo:9,momentum:[7,27,54],momentumoptim:[27,51],mon:45,monitor:[54,58],mono:9,month:[54,59],mood:58,more:[2,3,5,8,9,10,13,16,17,20,22,25,27,29,34,36,38,39,43,45,51,54,57,58,59],morin:9,mose:[58,59],moses_bleu:59,mosesdecod:58,most:[3,5,9,13,16,25,27,34,36,38,40,56,57,58,59],mostli:[51,55],mount:[22,29,44,45],mountpath:[44,45],move:[9,17,20,38,44,56,58],movement:[38,58],movi:[3,13,58],movie_categori:13,movie_featur:56,movie_head:56,movie_id:56,movie_info:13,movie_meta:56,movie_nam:56,movie_review:13,movieid:55,movieinfo:13,movielen:53,moving_average_fract:9,mpi:39,mse_cost:[27,56],much:[9,17,25,38],mul:36,mulit:39,multi:[9,36,40,41,52,59],multi_binary_label_cross_entropi:9,multi_crop:52,multinomi:9,multipl:[8,9,10,13,16,20,21,29,34,36,41,43,44,50,54,56,58],multipli:[8,9,36,51],multithread:3,music:55,must:[3,6,8,9,10,25,28,29,34,35,36,39,41,43,44,59],my_cluster_nam:44,my_cool_stuff_branch:35,my_external_dns_nam:44,mypaddl:45,mysteri:55,name:[3,7,8,9,10,12,13,15,16,17,19,21,22,24,27,29,34,36,38,39,41,43,45,46,47,49,50,51,52,54,56,58,59],name_prefix:19,namespac:[23,29,36,45],nano:35,nativ:9,natur:[20,43,57,58],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:54,necessari:[3,9,21,28,36,39,54,58],necessarili:36,need:[3,9,10,13,16,20,21,22,27,28,29,31,34,35,36,39,40,41,43,44,45,50,51,52,54,56,57,58,59],neg:[3,8,9,54,57,58],neg_distribut:9,negat:57,neighbor:54,nest:[3,13],net:[9,10],net_conf:58,net_diagram:52,network:[2,3,5,7,8,9,11,13,14,15,16,17,25,27,29,36,38,39,41,49,58,59],network_config:43,networkadministr:44,neural:[3,5,9,10,11,13,15,16,17,27,38,41,49,50,52,58,59],neuralnetwork:9,neuron:[5,36,54,58],never:[13,25,44,45],newest:[21,35],newtork:58,next:[9,13,17,34,36,38,41,44,45,57,58,59],nfs4:44,nfs:44,nfsver:44,nginx:29,ngram:13,nic:[39,40,41],nil:20,nine:[13,57],nlp:[3,9],nltk:13,nmt:59,nnz:36,no_cach:3,no_sequ:[3,56],noah:58,noavx:[29,31],node:[9,36,39,41,44,45,58,59],node_0:44,node_1:44,node_2:44,nodefil:39,noir:55,nois:[9,17,50],noise_dim:50,non:[9,17,36,41,44],none:[2,3,5,7,8,9,10,11,12,13,15,16,27,34,52,54],nonlinear:36,norm:50,norm_by_tim:9,normal:[3,5,9,10,13,31,34,36,39,41,45,49,50,52],normzal:52,north:51,notat:9,note:[3,5,7,9,10,12,15,16,20,22,25,28,38,41,43,44,49,51,56,58],notebook:[22,29],noth:[6,15,41],notic:[34,36],novel:58,now:[0,3,9,17,27,29,35,41,44,50,56,57],np_arrai:13,nproc:28,ntst1213:59,ntst14:59,nullptr:36,num:[9,39,41,54,57,58,59],num_channel:[9,10,51],num_chunk_typ:8,num_class:[9,10,51],num_filt:[9,10],num_gradient_serv:[40,41],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,27,40,41,43,45,54,56,57,58,59],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,25,27,36,39,41,44,49,51,52,54,57,58,59],numchunktyp:8,numdevices_:43,numlogicaldevices_:43,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,25,27,28,50,52],numsampl:38,numtagtyp:8,numtimeout:20,nvcc:29,nvidia:[28,29,38,41],obj:[3,27,51,52,54,56],object:[3,5,7,9,10,11,13,15,16,23,38,50,51,52,54,57],observ:[11,27,36,38,59],obtain:[54,57,58],occup:[55,56],occur:[13,15,35],oct:45,odd:9,off:[24,29],offer:[5,57],offici:[29,44,51],offlin:[17,19],offset:[9,56],often:[39,54,59],ograd:36,old:[21,29,35,41],omit:54,on_init:3,on_travisexclud:28,onc:[3,9,17,20,29,35,36,44,54],one:[3,6,8,9,10,11,12,13,16,17,20,21,22,25,27,29,35,36,39,41,43,44,45,49,50,51,52,54,56,57,58,59],one_host_dens:56,one_hot_dens:56,onli:[2,3,5,8,9,10,12,13,15,16,20,21,22,27,28,34,35,36,38,40,41,43,44,45,49,52,54,55,58,59],onlin:[11,17,19,25],onto:44,open:[0,3,9,16,19,25,27,29,44,52,54,56,57],openbla:28,openblas_path:28,openblas_root:28,oper:[9,10,11,29,34,36,38,41,44,49,51,56],opinion:58,opt:[16,28],optim:[3,7,14,15,27,36,38,58],option:[3,8,9,16,27,35,36,39,43],order:[3,9,10,13,25,36,41,44,45,50,52,54,58,59],ordinari:58,oregon:44,org:[9,10,13,19,28,29,50],organ:[9,51,58,59],origin:[0,2,3,9,13,35,50,57,59],other:[3,8,9,10,13,17,21,28,29,31,34,35,43,44,45,49,50,51,52,54,55,56,57,58,59],otherchunktyp:8,otherwis:[2,9,13,16,17,21,25,34,39,43,56,59],our:[16,29,34,36,44,45,49,51,54,57,58,59],out:[9,15,16,20,27,34,38,41,44,45,51,58],out_dir:44,out_left:9,out_mem:34,out_right:9,out_size_i:9,out_size_x:9,outlin:42,outperform:57,output:[5,6,7,8,9,10,12,13,15,16,19,25,27,34,36,38,41,43,45,49,50,51,52,54,56,57,58,59],output_:[9,36],output_dir:52,output_fil:57,output_id:9,output_lay:[15,52],output_max_index:12,output_mem:[9,34],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:36,over:[2,9,10,16,35,36,38,54,57,58],overcom:58,overhead:38,overlap:36,overrid:[17,36],overview:[20,21],owe:0,own:[21,29,35,39,44],pacakg:31,pack:29,packag:[3,13,20,22,29,30,44],pad:[34,54],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,22,23,24,27,28,29,30,31,35,36,37,38,39,41,43,44,50,51,54,56,57,58,59],paddle_begin_init_param:21,paddle_element_typ:21,paddle_element_type_float32:21,paddle_element_type_float64:21,paddle_element_type_int32:21,paddle_element_type_int64:21,paddle_element_type_uint32:21,paddle_element_type_uint64:21,paddle_error:[23,24],paddle_exampl:22,paddle_finish_init_param:21,paddle_get_param:21,paddle_gradi:21,paddle_init_param:21,paddle_job:22,paddle_matrix:[23,24],paddle_matrix_cr:24,paddle_matrix_get_shap:23,paddle_matrix_shap:23,paddle_n:39,paddle_new_pserver_cli:21,paddle_on_cloud:22,paddle_output:45,paddle_paramet:21,paddle_port:39,paddle_ports_num:39,paddle_ports_num_for_spars:39,paddle_pserver2:39,paddle_pserver_cli:21,paddle_pserver_client_releas:21,paddle_root:49,paddle_save_model:21,paddle_send_grad:21,paddle_source_root:49,paddle_train:[24,26,39],paddledev:[44,45],paddlepaddl:[0,2,3,5,9,10,13,17,19,21,22,25,27,28,31,34,35,36,37,38,39,46,47,52,54,56,57,58],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[35,44,56],pai:29,pair:[8,57],palceholder_just_ignore_the_embed:49,palmer:57,paper:[9,49,50,52,57,58,59],paraconvert:49,paragraph:58,parallel:[38,41,43,44,45,59],parallel_nn:[7,40,41],param:[7,9,21,56],param_attr:[9,10,27,34],param_config_proto:21,paramattr:[7,9,27,34],paramet:[2,3,5,8,9,10,11,12,13,14,18,25,27,36,37,43,50,51,54,56,57,58,59],parameter_attribut:9,parameter_block_s:[40,41],parameter_block_size_for_spars:[40,41],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:36,parameters_:36,parameterset:16,parametris:11,paramt:[44,49],paramutil:56,paraphras:59,paraphrase_data:49,paraphrase_model:49,paraspars:36,parent:36,pars:[5,13,43,44,50,56,57],parse_config:[5,50],parser:56,part:[3,27,34,35,36,38,50,54,56,57,58,59],parti:[38,56],partial:[9,50],participl:49,particular:38,partit:[17,19,44],pass:[3,9,13,15,17,25,27,35,36,38,39,41,44,45,50,51,54,56,57,58,59],pass_id:15,pass_idx:25,pass_test:50,passtyp:36,password:39,past:[16,29,44],path:[2,3,8,13,15,17,20,21,22,25,27,28,34,39,41,43,44,45,49,51,52,54,57,58,59],pattern:[13,17,23,27,44,56,58],paul:57,paus:17,pave:59,pdf:[9,10],pem:[16,19,44],pend:[17,20],penn:57,per:[9,13,17,21,25,41,51,54],perfom:[41,43],perform:[2,9,10,21,27,34,35,36,37,39,40,50,51,54,58,59],period:[2,17,41,54,56,57,58,59],perl:[58,59],permiss:44,peroid:9,persist:44,persistentvolum:44,persistentvolumeclaim:44,person:16,perspect:38,perturb:36,pfs:19,pfsclient:19,pgp:44,phase:27,photo:51,pick:[3,44],pickl:56,pictur:54,piec:[9,10,27],pillow:[22,51],pip:[28,35,39,51,56],pipe:55,pipelin:57,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,36,38,39,52,59],placehold:[27,49],plai:[57,58],plain:[2,8,9,15,22,24],plan:[17,36],platform:[0,27,44],pleas:[3,5,7,9,10,11,16,17,20,21,25,28,29,30,34,35,36,44,49,51,54,56,57],plot:[16,51],plotcurv:51,png:[51,52],pnpair_evalu:8,pnpairvalidationlay:41,pnpairvalidationpredict_fil:40,pod:[19,22,44,45],pod_nam:44,point:[17,22,27,38],polar:[13,58],polici:44,polit:58,poll:58,poo:51,pool3:36,pool:[3,10,14,51,54,56],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:54,pooling_typ:[9,54],poolingtyp:12,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:17,posit:[3,8,9,13,54,57,58,59],positive_label:8,possibl:[16,20,35,38,50],post1:28,post:22,potenti:38,power:[54,59],practic:[9,27,34,36],pre:[3,9,10,13,16,29,44,45,49,51,57,58,59],pre_dictandmodel:49,precis:[8,28],precision_recall_evalu:8,pred:[54,57],predefin:58,predetermin:[9,41,59],predic:[13,57],predicate_dict:57,predicate_dict_fil:57,predicate_slot:57,predict:[3,4,8,9,11,15,27,34,39,41,49,54,59],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:[17,19,44],pregrad:36,preinstal:28,premodel:49,prepar:[5,22,46,54],preprcess:58,preprocess:[13,34,39,45,58],prerequisit:28,present:[16,52,57,59],pretti:27,prev_batch_st:[40,41],prevent:[2,11,16,17,20],previou:[9,10,17,36,41,44,57,59],previous:[9,45,52],price:[13,27],primarili:58,principl:16,print:[7,15,16,27,34,41,49,54,56,57,58,59],printallstatu:38,printer:8,printstatu:38,prite:8,privat:24,privileg:44,prob:[8,15,50],probabilist:[9,49],probability_of_label_0:54,probability_of_label_1:54,probabl:[8,9,15,34,35,52,54,57],problem:[5,9,11,16,54,57,58],proc:29,proc_from_raw_data:54,proce:[13,17,25,44],procedur:[49,57,59],proceed:[9,57],process:[2,3,5,7,9,10,16,19,20,27,29,34,39,41,43,44,45,49,51,52,54,56,57,58,59],process_pr:54,processdata:[51,52],processor:38,prod:29,produc:[10,13,17,25,29,52,54],product:[0,22,29,36,44,54,58],productgraph:45,profil:28,proflier:38,program:[2,13,16,19,21,25,29,38,39,41],programm:55,progress:[17,20,41],proivid:3,proj:9,project:[9,10,22,24,28,34,36,56],promis:[9,10],prompt:35,prone:16,prop:57,propag:[11,41,43],properli:54,properti:[3,41],propos:59,proposit:57,protect:36,proto:12,protobuf:[22,28],protocol:[21,41],prove:54,proven:59,provid:[0,9,13,16,21,22,27,29,34,38,39,44,49,50,51,52,55,58],providermemory_threshold_on_load_data:40,provis:44,provod:3,prune:9,ps_desir:17,pserver:[22,39,40,41,44],pserver_config_proto:21,pserver_cpu:22,pserver_id:18,pserver_mem:22,pserver_num_thread:[40,41],pserverstart_pserv:40,pseudo:[16,22],psize:36,ptr:24,pull:[26,29,49,59],punctuat:58,purchas:54,purpos:[0,17,38],push_back:36,put:[17,29,36,39,45,54],pvc:44,pwd:29,py_paddl:[5,13,50],pydataprovid:[2,3,54],pydataprovider2:[4,5,27,34,54,56,58],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,23,26,27,28,35,39,49,50,51,57,58,59],pythonpath:51,pzo:58,qualifi:28,qualiti:54,queri:[9,44,59],question:[9,16,44,57],quick:[41,45,53,59],quick_start:[22,44,45,46,54],quick_start_data:45,quickli:27,quickstart:45,quit:38,quot:55,rac:9,rais:13,ramnath:58,ran:38,rand:[38,41,43,50,57],random:[3,7,9,13,19,25,27,41,50,51,57],random_imag:19,randomli:58,randomnumberse:40,rang:[3,9,13,19,25,41,43,51,55,57],rank:[9,16,44,52,54],rare:3,rate:[7,8,11,13,21,36,39,51,54,56,58,59],rather:[5,22,44,58],ratio:41,raw:[9,27,54,58],raw_meta:56,rdma:[28,41],rdma_tcp:[40,41],reach:[17,38,57],read:[2,3,13,15,16,17,19,25,27,34,39,44,52,54,56],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,59],reader_cr:19,reader_creator_bool:25,reader_creator_random_imag:[13,25],reader_creator_random_image_and_label:[13,25],readi:[17,27,44,45,51],readm:[24,55,56,58],readonesamplefromfil:3,readwritemani:44,real:[3,25,27,50],realist:16,reason:[10,16,17,29,45],rebas:35,recal:8,receiv:[17,22],recent:59,reciev:41,recogn:51,recognit:[3,9,52,58],recommand:3,recommend:[2,10,16,29,34,36,39,41,56],recommonmark:28,recompil:38,record:[20,44,56,57],recordio:[16,19,20],recov:[17,27,50],recoveri:20,rectangular:9,recurr:[57,58],recurrent_group:[10,34],recurrentgradientmachin:24,recurrentgroup:8,recurrentlay:41,recv:44,reduc:[11,39,41,43],refer:[2,5,7,9,10,11,17,20,21,34,36,39,45,49,51,54,56,59],referenc:[9,20],reflect:20,regard:57,regardless:59,regex:56,region:[38,57],regist:[36,38],register_gpu_profil:38,register_lay:36,register_timer_info:38,registri:[22,29,45],regress:53,regular:[7,36,44,51,54,58],rel:[2,10,39],relat:[3,17,22,29,31,45,56,58],relationship:[13,27,50],releas:[26,28,29,31,44,55,57],relev:[57,59],reli:28,reliabl:17,relu:[9,36],remain:54,rememb:9,remot:[7,35,36,39,41,43,44],remoteparameterupdat:41,remov:[13,39,41,58],renam:59,reorgan:9,replac:[20,29,58],replicaset:22,repo:35,report:[20,38,39],reportdataset:20,repositori:35,repres:[3,5,9,13,20,34,36,44,51,54,55],represent:[21,54,58],reproduc:59,request:[17,26,44,45,49,59],requir:[2,8,9,16,17,21,22,36,39,44,45,50,51,54,56],requrest:35,res5_3_branch2c_bn:52,res5_3_branch2c_conv:52,res:57,research:[9,13,51,55,58],resembl:58,reserv:3,reserveoutput:36,reset:[9,17],reshap:25,reshape_s:9,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:[9,44,45],rest:[3,9,22,27],restart:[17,21,44,45],restartpolici:[44,45],restrict:41,resu:25,result:[5,6,8,9,15,20,34,38,41,44,51,52,54,56,57,58],result_fil:[8,34],ret_val:56,retir:55,retran:44,retriev:[36,45],return_seq:10,reuqest:26,reus:[25,36],reveal:16,revers:[9,10,34,57,58],review:[13,35,45,54,58],reviews_electronics_5:45,revis:54,rewrit:59,rgb:9,rgen:58,rho:11,rich:27,right:[3,9,22,52],rkt:22,rmsprop:54,rmspropoptim:56,rnn:[9,10,37,40,54,58],rnn_bias_attr:34,rnn_layer_attr:34,rnn_out:34,rnn_step:9,rnn_use_batch:[40,41],rnnlm:13,robot:51,role:[13,16,20,21,34,44,53,58],roman:58,romanc:55,root:[11,12,39,44,45],root_dir:39,rot:9,roughli:[3,50],routin:56,routledg:58,row:[5,8,9,13,36,52],row_id:9,rpc:20,rpcserver:20,rsize:44,rtype:[9,56],rule:[36,44],run:[16,17,22,29,35,36,37,38,41,44,46,47,49,51,52,54,56,58,59],runinitfunct:38,running_on_cloud:22,runtim:[2,3,28,29,39],s_fusion:56,s_id:56,s_param:50,s_recurrent_group:34,sacrif:2,safe:22,sai:[27,41,43],sake:36,sale:55,same:[3,5,8,9,10,16,20,21,34,39,43,44,49,54,56,57,58,59],samping_id:9,sampl:[3,5,8,13,39,41,43,49,50,52,54,56,57,58,59],sample_dim:50,sample_id:8,sample_num:8,santiago:58,satisfi:[39,44,54],save:[3,9,13,17,19,20,21,22,27,41,43,44,45,51,52,54,56,57,58,59],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,scalabl:0,scalar:[3,9],scale:[0,6,52,55,56],scalingproject:9,scan:20,scatter:9,scenario:[27,40],scene:40,schdule:44,schedul:[20,22,44,50],scheduler_factor:7,schema:49,scheme:[8,57],schmidhub:58,schwenk:59,sci:55,scienc:58,scientist:[0,55],score:[8,9,56,58,59],screen:56,scrip:54,script:[5,13,39,44,51,52,54,57,58,59],seaplane_s_000978:51,search:[9,17,28,34,41,57,59],seat:59,second:[3,9,13,16,25,27,29,35,39,49,52,54,55,56,58],secret:44,section:[3,34,36,39,44,54],sed:58,see:[3,5,9,10,16,17,27,29,35,38,44,49,50,52,54,56,58,59],seed:[38,41],segment:8,segmentor:49,sel_fc:9,select:[9,35,44,55,59],selectiv:9,selector:45,self:[27,36,55,58],selfnorm:9,semant:[13,16,26,34,53,58],semat:16,sen_len:57,send:[17,21,41,44],sent:[16,21,45],sent_id:34,sentenc:[3,9,13,34,54,57,58,59],sentiment:[3,27,53,54,57],sentiment_data:58,sentiment_net:58,sentimental_provid:3,separ:[3,8,41,49,54,55,56,57,59],seq:[9,13,56],seq_pool:9,seq_text_print:8,seq_to_seq_data:[49,59],seq_typ:[3,13,56],seqtext_printer_evalu:[8,34],seqtoseq:[9,34,49,59],seqtoseq_net:[9,34,49,59],sequel:3,sequenc:[3,6,8,9,10,12,13,36,49,54,56,57,58,59],sequence_conv_pool:54,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,34,54,57],seri:[10,58],serial:[3,15,20,21],serv:[29,38,44,50],server:[16,29,36,39,40],serverless:17,servic:[29,55],session:[29,38],set:[2,3,5,7,8,9,10,13,15,16,17,22,27,28,29,31,34,36,37,38,39,40,41,43,44,45,49,51,52,54,55,56,57,58,59],set_active_typ:36,set_default_parameter_nam:7,set_drop_r:36,set_input:9,set_siz:36,set_typ:36,setp:44,settup:36,setup:[3,29,36,54],sever:[3,9,39,43,44,53,54,56,57,58,59],sgd:[11,15,16,17,22,39,50,58,59],sgdasync_count:40,shallow:57,shape:[9,15,52],shard:[17,18,19,20,21,44],share:[9,24,28,29,38,41,45,57],shared_bia:10,shared_bias:9,shared_ptr:[23,24],shell:[44,52],shift:52,ship:51,shold:58,shop:58,shorten:9,shorter:52,should:[3,5,8,9,13,15,16,21,22,25,27,31,34,35,39,44,51,54,56,57,58,59],should_be_fals:16,should_be_tru:16,should_shuffl:[3,57],shouldn:35,show:[5,11,13,17,27,35,41,44,45,49,52,54,56,57,58,59],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:[3,8,9,16,34,36,38,44,50,51,52,54,56,58,59],shrink:36,shuf:56,shuffl:[3,13,56,58],sid:44,side:[9,15,52],sig:44,sigint:39,sigmoid:[9,10,36],sign:44,signal:39,signatur:44,signific:38,similar:[9,25,44,54,56],similarli:[9,57],simpl:[2,3,6,8,9,10,13,15,28,29,35,38,41,54,56,57,58],simple_attent:34,simple_gru:54,simple_lstm:[9,54],simple_rnn:[9,34],simplest:44,simpli:[2,9,16,21,28,29,34,35,38,49,52,56,58,59],simplifi:[16,36,45],simultan:44,sinc:[9,17,20,25,27,29,38,44,50,54,55,59],sincer:[35,58],singl:[3,8,10,13,17,29,36,39,45,52,54,57,59],site:44,six:[49,57,59],size:[3,8,9,10,11,13,17,19,25,27,34,36,39,41,50,51,52,54,55,56,57,58,59],size_a:9,size_b:9,size_t:36,sizeof:49,skill:59,skip:[25,27,39,44,52],slide:[9,11,13,17],slightli:51,slope:9,slot:[56,57],slot_dim:56,slot_nam:56,slottyp:56,slow:[3,38],small:[3,13,36,39,41,51,59],small_messag:[40,41],small_vgg:51,smaller:[9,17],smith:58,smooth:9,snap:45,snapshot:[18,44],snippet:[34,36,38,44,54],social:58,sock:22,sock_recv_buf_s:[40,41],sock_send_buf_s:[40,41],socket:41,softmax:[9,10,16,34,36,49,54,57,58],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[34,54],softwar:[29,38],solv:[16,57],solver:59,some:[3,7,9,13,15,16,20,21,22,27,28,35,36,38,40,41,43,44,50,54,55,56,57,58,59],some_c_api_funct:24,some_inst:24,some_python_class:23,somecppclass:23,somedata:15,somegotyp:23,someth:[3,9],sometim:[11,25,38,58],somewhat:21,soon:17,sophist:[27,36,39],sort:[9,13,41,44,56,58,59],sourc:[0,9,13,24,25,27,29,34,35,44,45,49,54,56,59],source_dict_dim:34,source_language_word:34,space:[8,29,34,38],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,36,39,41,44,54],sparse_binary_vector:[3,13,54],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:36,sparseprefetchrowcpumatrix:36,spatial:[9,51],speak:[34,59],spec:[44,45],specfii:41,speci:51,special:[9,21,28,49,54,59],specif:[2,43,51,54,56],specifi:[2,3,8,9,13,16,20,21,22,27,28,34,36,41,44,50,51,52,54,55,56,58,59],speech:9,speed:[10,29],spefici:52,sphinx:[23,28,29],sphinx_rtd_them:28,split:[3,9,39,43,44,49,52,54,57],split_count:44,sql:2,squar:[9,11,12,27],squarerootnpool:9,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:[13,57],ssd:9,ssh:[29,39,44,45],sshd:29,ssl:28,sstabl:16,stabl:[26,44],stack:[27,44,54,57],stacked_lstm_net:58,stacked_num:58,stackexchang:9,stage:39,stake:59,stale:[17,35],stamp:38,standard:[7,49,51,57,58,59],stanford:[13,45],star:55,start:[9,15,17,20,21,22,27,29,34,35,38,39,41,48,49,53,56,59],start_pass:[40,41],start_pserv:41,startup:[17,22,44],stat:[28,38,41,57,58,59],state:[9,10,17,27,34,41,45,50,57,59],state_act:[9,10],statement:[36,44],staticinput:[9,34],statist:[9,41,54,57,58,59],statset:38,statu:[22,35,38,44,45],status:45,std:[23,24,36,41],stderr:39,stdout:39,step:[5,9,10,12,17,21,29,34,36,38,39,44,45,54,56,57,58,59],still:[20,52],stmt1482205552000:44,stmt1482205746000:44,stochast:[11,17,20],stock:58,stop:[9,29,39,41,45,56],storag:[44,45,51],store:[8,9,13,36,39,41,44,45,49,51,52,54,56,57,58,59],str:[15,22,43],straight:35,strategi:[3,12,17,41,57],street:[9,57],strength:50,strict:25,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,36,41,44,58],strip:[54,56,57],struct:[20,21,24],structur:[13,20,39,44,49,51,54,56,57,58,59],sts:44,stub:9,student:55,stuff:35,stun:3,style:[3,9,28,35],sub:[8,9,13,16,34,36,51,54,59],sub_sequ:3,subgradi:11,submit:[35,40,41,44],subnet0:44,subnet:[16,44],subobjectpath:45,subsequenceinput:9,subset:[36,59],substanti:52,substitut:59,succe:58,succeed:[20,45],success:[21,44,45,52,57],successfulcr:45,successfuli:58,successfulli:[52,56,58],successor:[41,59],sucessfulli:59,sudo:[28,31,44,51],suffic:[25,27],suffici:41,suffix:[22,59],suggest:[9,38],suitabl:[35,41,51],sum:[9,11,18,34,36],sum_:9,sum_evalu:8,summar:[54,58],sumpool:9,support:[7,8,9,12,13,17,22,25,28,29,31,34,36,38,41,44,57],suppos:[27,36,54],sure:[35,36,44,51,58],survei:58,swap_channel:52,swig:[5,23,24,28],swig_paddl:[5,13,50],symbol:[9,24],sync:[17,35,41,50],syncflag:36,synchron:[11,17,20,39,41,44],syntact:57,syntax:[25,56],synthect:27,synthes:50,synthet:27,sys:52,system:[17,21,28,29,39,45,54,57,58,59],t2b:49,t_i:9,tab:[29,54],tabl:[3,9,52,54,59],tableproject:9,tag:[8,13,29,34],tagtyp:8,take:[3,5,8,9,10,16,34,36,38,44,45,50,57,59],taken:[3,57],tanh:[9,10,36],tanhactiv:34,taobao:58,tar:[28,44],tarbal:44,target:[9,13,15,34,49,54,59],target_dict_dim:34,target_dictionary_dim:9,target_language_embed:9,target_language_word:34,targetinlink:9,task:[3,8,9,27,34,43,49,52,57,58,59],task_queu:20,taskentri:20,taskqueu:20,tconf:58,tcp:[41,44],teach:54,tear:38,technic:17,technician:55,techniqu:[34,36],tee:[45,51,56,57,58,59],tell:[17,20,21,29,38,56],tellig:58,templat:[45,57],tempor:[9,54,57],temporari:22,term:[9,10,17,57,58],termin:45,terminolog:27,tese:2,tesh:57,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,24,25,26,28,29,31,35,38,39,40,49,51,52,54,55,59],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:[3,27,51,54],test_part_000:58,test_pass:[40,41,43,59],test_period:[40,41,43],test_ratio:56,test_wait:[40,41],testa:16,testb:16,testbilinearfwdbwd:38,testconfig:36,tester:[56,59],testfcgrad:36,testfclay:36,testlayergrad:36,testmodel_list:40,testq:16,testresult:15,testsave_dir:40,testutil:36,text:[2,3,8,10,13,16,29,34,44,49,53,54,56,58],text_conv:54,text_conv_pool:56,text_fil:[13,58],tflop:38,tgz:[13,28],than:[3,5,7,8,9,10,17,22,28,29,34,36,39,44,52,57,58,59],thank:[0,49,59],thei:[3,16,17,21,27,29,34,36,38,39,40,44,52,58],them:[2,3,10,16,17,22,25,27,29,34,38,40,41,44,51,52,54,56,58,59],theori:38,therefor:28,therein:9,therun:52,thi:[2,3,7,8,9,10,11,13,15,16,17,20,21,22,25,27,28,29,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],thing:[3,27,34,35,38,56,57],think:16,third:[9,17,38,52,58],those:[17,52,57],thought:38,thread:[36,38,41,43,56,57,58,59],thread_local_rand_use_global_se:[40,41],threadid:43,threadloc:38,three:[3,8,9,17,25,27,34,41,50,52,58,59],threshold:[7,8,17,20,41,58],thriller:55,through:[5,9,17,20,34,36,38,39,49,50,51,58,59],throughout:54,throughput:38,thu:[3,9,27,36,44,59],tier:45,tight:28,time:[3,9,10,12,13,16,17,20,25,27,34,38,41,43,45,54,55,57,58,59],timelin:[9,38],timeo:44,timeout:[17,20],timer:28,timestamp:[9,18,55],timestep:[3,9],titil:56,titl:[13,35,55,56],tmall:58,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,34],token:[8,9,16,34,49,58,59],too:[13,29,31],tool:[29,34,35,44,58],toolchain:28,toolkit:[28,31],top:[8,52,57],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,51],total:[8,15,17,25,38,39,45,49,59],total_pass:25,touch:58,tourism:58,tourist:59,toward:27,tra:59,track:[17,20],tractabl:9,tradesman:55,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,21,34,36,37,38,40,46,47,52],train_conf:[49,59],train_config_dir:44,train_data:59,train_id:44,train_list:[3,27,51,52,54],train_part_000:58,trainabl:9,traindot_period:40,trainer:[3,5,16,18,19,20,27,36,39,41,43,50,54,57,58,59],trainer_config:[2,3,27,39,44,45,54,56,58],trainer_config_help:[3,27,36,51,54,56],trainer_count:[40,41,43,44,45,56,57,58,59],trainer_cpu:22,trainer_cr:22,trainer_gpu:22,trainer_id:[41,44],trainer_mem:22,trainer_packag:22,trainerintern:[54,56,59],training_machin:50,trainingtest_period:40,trainonedatabatch:50,tran:[36,41],trane:3,transact:[17,20,58],transfer:[2,3],transform:[9,34,36,50,51,54,57],transform_param_attr:10,translat:[9,10,27,49,56,58,59],transpar:39,transport:41,transpos:[9,36,50],transposedfullmatrixproject:9,travel:3,travi:[28,35],treat:[9,21,34],treatment:21,tree:[9,35,41,59],trg:59,trg_dict:34,trg_dict_path:34,trg_embed:34,trg_id:34,trg_ids_next:34,triain:2,tricki:23,trivial:3,trn:54,truck:51,true_imag:25,true_label:25,true_read:25,truth:[8,9,54,59],tst:54,tune:[7,37,54,56,59],tuninglog_barrier_abstract:40,tupl:[3,9,13,15,25],ture:9,turn:[9,25,50],tutori:[29,34,35,36,38,39,44,45,46,47,52,54],tweet:58,twelv:59,twitter:58,two:[2,3,9,10,16,21,22,25,27,29,34,38,39,43,44,49,50,51,52,54,56,57,58,59],txt:[3,22,36,39,44,54,56,58],type:[3,8,9,10,12,13,15,16,17,20,22,23,24,25,27,29,34,36,41,43,44,45,51,52,54,56,57],type_nam:56,typedef:[21,23,24],typic:[5,8,29,38,58],ubuntu:[26,31],ubyt:25,uci:13,ufldl:9,uid:45,uint64:23,uint64_t:23,unawar:21,unbalanc:41,unbound:34,unconstrain:58,under:[20,27,28,29,44,55,58],underli:27,understand:[29,38,49,51,58],understudi:59,undeterminist:38,unemploi:55,unexist:57,uniform:[7,9,13,19,25,41,50],uniqu:[16,17,22,35,41,44],unique_ptr:36,unit:[9,10,27,28,29,34,35,57],unittest:24,unittestcheckgrad_ep:40,univ:59,unix:39,unk:[49,59],unk_idx:[54,57],unknown:9,unlabel:58,unlik:[57,58,59],unseg:9,unsup:58,unsupbow:58,until:[17,21,39,44,57],unus:56,unzip:56,updat:[7,9,17,20,21,28,36,39,41,43,58],update_equ:15,updatecallback:36,updatestack:44,upload:[17,22],upon:[0,57],upstream:35,uri:44,url:[13,31,58],urls_neg:58,urls_po:58,urls_unsup:58,usag:[2,3,8,9,10,13,15,27,38,49,50,56],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,27,28,29,30,31,34,35,36,38,39,41,43,44,45,49,50,51,52,54,55,56,57,58,59],use_global_stat:9,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:[2,3,5,8,9,10,11,12,13,15,16,17,25,27,30,31,34,36,38,39,40,41,43,44,49,51,52,54,56,57,58,59],useful:[2,3,9,10,34,36,43,54,57,58],usegpu:[36,50],useless:39,user:[2,3,7,9,10,13,15,16,19,20,22,25,27,29,35,39,40,41,44,52,54,57],user_featur:56,user_head:56,user_id:56,user_info:13,user_meta:56,user_nam:[19,56],usercert:19,userid:55,userinfo:13,userkei:19,usernam:[19,35],uses:[3,17,34,35,36,41,44,51,52,54,56,59],using:[2,3,5,7,9,10,13,16,17,20,21,22,25,27,29,34,35,36,38,41,43,44,45,49,50,51,52,54,57,58],usr:[28,39,41,44],usrdict:49,usrmodel:49,usual:[9,13,15,22,27,28,38,41,43,44,58],utf:49,util:[5,28,34,36,38,51,56,58],uuid:18,v28:9,valid:[25,44,52,58],valu:[3,5,7,8,9,11,12,13,15,17,27,34,36,41,43,44,50,51,52,57,58],value1:41,value2:41,value_printer_evalu:8,value_rang:13,vanilla:34,vanish:58,vari:[38,44],variabl:[3,9,13,16,27,28,31,36,39,44,45,58],varianc:[9,52],variant:29,vast:35,vector:[3,9,10,13,16,21,34,36,49,54,56,58,59],vectorenable_parallel_vector:40,verb:[13,57],veri:[3,9,12,20,34,38,51,54,58],verifi:[35,36],versa:28,version:[9,10,22,26,28,29,31,36,38,39,40,41,44,45,49,51,55,57,58,59],versu:16,vertic:[9,52],vgg:[10,51],vgg_16_cifar:51,via:[17,25,28,38,39,44,54],vice:28,view:9,vim:35,virtual:29,virtualenv:56,visibl:29,vision:51,visipedia:51,visual:[9,29,38],viterbi:57,voc_dim:54,vocab:58,volum:[29,45],volumemount:[44,45],volumn:44,voluntarili:55,vutbr:13,wai:[3,9,10,16,21,27,29,34,36,39,43,56,57,59],wait:[11,17,21,41],walk:[5,50],wall:57,want:[3,9,10,16,22,25,27,28,29,36,41,43,49,52,54,56,57,58],war:55,warn:9,warp:[9,38],watch:17,wbia:[44,52],web:29,websit:[51,54,57,58],wei:[57,58],weight:[8,9,10,11,34,36,41,43,51,52],weight_act:10,weightlist:36,weights_:36,weights_t:36,welcom:[56,58],well:[22,29,36,41,44,51,54],west:44,western:55,wether:9,what:[7,9,10,11,27,39,54,56],wheel:28,when:[2,3,7,8,9,13,15,17,20,21,22,31,34,35,36,38,41,43,44,45,49,50,51,57,58,59],whenev:56,where:[3,9,10,11,16,17,27,34,36,38,39,41,43,49,52,57,59],wherea:20,whether:[8,9,10,25,36,41,50,51,56,58,59],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,21,22,25,27,31,34,36,38,39,41,43,44,50,51,52,54,55,56,57,58,59],whichev:50,whl:28,who:[49,52,55],whoever:21,whole:[3,8,13,23,24,44,45,54,55,56,59],whole_cont:56,whose:[3,9,13,17,34,56,57],why:[10,24],wide:57,width:[8,9,13,23,25,36,51,59],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,29,58],wise:9,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:[9,20,27],without:[8,9,17,21,25,39,58],wmt14:59,wmt14_data:59,wmt14_model:59,wmt:59,wmt_shrinked_data:13,woboq:29,won:[38,52],wonder:3,word2vec:22,word:[3,8,9,13,34,43,53,56,57,58,59],word_dict:[54,57],word_dim:54,word_id:3,word_idx:13,word_slot:57,word_vector:54,word_vector_dim:[9,34,49],words_freq_sort:13,work:[3,5,13,16,17,25,28,34,35,36,38,39,41,44,45,54,56],worker:44,workercount:44,workflow:[29,35,44],workspac:[29,41,56],worri:27,wors:50,would:[15,17,25,29,39,44,50,54,57],wrap:57,wrapper:[10,38],writ:56,write:[3,13,16,17,25,29,34,35,37,39,44,51,56,57,59],write_lock:18,writelin:27,writer:[16,55],written:[56,58],wrong:[3,25],wsize:44,wsj:57,www:[9,13,51,59],x64:28,xarg:36,xgbe0:41,xgbe1:41,xiaojun:58,xrang:[25,27,36],xxbow:58,xxx:[16,52,59],xxxx:18,xxxxxxxxx:44,xxxxxxxxxx:44,xxxxxxxxxxxxx:44,xxxxxxxxxxxxxxxxxxx:44,xzf:28,y_i:9,y_predict:27,yaml:[44,56],yancey1989:22,yann:13,year:55,yeild:[15,51],yield:[3,13,16,19,25,27,34,54,56,57,58],you:[2,3,5,7,9,10,22,27,28,29,31,34,35,36,38,39,41,43,44,49,50,51,52,54,56,57,58,59],your:[3,9,16,22,28,29,36,38,39,43,44,54,58],your_access_key_id:44,your_secrete_access_kei:44,your_source_root:24,yum:28,yuyang18:[10,13],zachari:58,zeng:58,zero:[3,7,9,11,13,17,36,41,44,54],zhidao:49,zhou:[57,58],zip:[13,55],zone:44,zxvf:44},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Submit a Distributed Training Job","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0d\u4f7f\u7528":23,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":23,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":23,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":23,"\u4ec5\u4ec5\u4f7f\u7528void":23,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":23,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":24,"\u5206\u652f\u89c4\u8303":26,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":23,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":23,"\u539f\u56e0\u5217\u8868":23,"\u57fa\u672c\u8981\u6c42":23,"\u5b9e\u73b0":23,"\u5b9e\u73b0\u65b9\u5f0f":24,"\u5bfc\u51fac":23,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":23,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":19,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":24,"\u672f\u8bed":18,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":24,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":24,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":23,"\u7c7b":23,"\u7f16\u8bd1\u9009\u9879":24,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":23,"\u80cc\u666f":23,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8f6c\u6362\u5e93":19,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":23,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":26,"case":43,"class":36,"function":49,"new":36,"paddle\u52a8\u6001\u5e93\u4e2d":23,"paddle\u53d1\u884c\u89c4\u8303":26,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":26,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":23,"return":25,AWS:44,Abs:6,DNS:44,EFS:44,For:45,KMS:44,The:21,Use:[43,45],Using:[21,29,35],With:[22,29],about:0,access:44,account:44,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:44,address:44,addto:9,adversari:50,aggreg:9,algorithm:[17,54],analysi:58,api:[1,4,24,29],appendix:54,applic:4,approach:38,architectur:[34,54],argument:[25,40,43,54],asset:44,associ:44,async:41,attent:34,attribut:7,auc:8,avg:12,aws:44,background:27,base:22,basepool:12,batch:25,batch_norm:9,batch_siz:25,beam_search:9,between:16,bidirect:58,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:59,block_expand:9,book:29,brelu:6,bucket:44,build:[28,30,45],built:38,cach:3,capi:24,capi_priv:24,cento:28,check:[9,36,39],checkpoint:[17,18],chines:49,choos:44,chunk:8,cifar:13,classif:[8,51],classification_error:8,classification_error_print:8,client:21,clone:35,cloudform:44,cluster:[39,43,44],code:[22,35],column_sum:8,command:[42,43,54,59],commit:[35,45],common:41,commun:41,compos:25,concat:9,concept:44,config:[4,43,56,57],configur:[14,34,37,39,44,54,56],conll05:13,connect:9,contain:[29,45],content:[24,38,44],context_project:9,contribut:35,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[51,54],core:44,cos_sim:9,cost:9,cpu:[29,43],creat:[25,35,44,45],creation:20,creator:25,credenti:44,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:25,dat:55,data:[9,13,17,25,27,34,44,45,49,50,51,54,56,57,58,59],datafeed:13,dataprovid:[3,4,41],dataset:[13,17,20,55,56,59],datatyp:13,date:35,debian:31,decayedadagrad:11,decor:25,defin:[44,54,58,59],delet:44,delv:51,demo:44,depend:28,deploi:22,deriv:36,descript:[41,50,55,57],design:[16,17,20,21,25],destroi:44,detail:[41,51],develop:[29,37],devic:43,dictionari:[25,49],differ:43,directori:44,dispatch:[17,20],distribut:[16,17,22,39,41,44],doc:[16,17,20,21,25],docker:[22,29,45],document:[29,48],dotmul_oper:9,dotmul_project:9,down:44,download:[28,44,45,49,52,56,59],dropout_lay:10,dylib:24,dynam:17,ec2:44,elast:44,embed:[9,49,54],entri:25,environ:22,eos:9,equat:36,evalu:[8,27,56],evalutaion:59,event:[15,16],exampl:[16,24,49,50],exercis:51,exp:6,expand:9,extern:44,extract:[49,52,56,59],fault:17,featur:[52,55,56,57],field:56,file:[44,45,54,55,56],find:44,first_seq:9,fork:35,format:[17,54],from:[16,28,30],full_matrix_project:9,fulli:9,gan:50,gate:34,gener:[34,50,59],get:[32,45],get_output:9,github:35,gpu:[29,38,41,43],gradient:[21,36],gradient_print:8,group:[9,44],gru:[10,41],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:31,hand:38,handler:[16,23],hook:35,how:[25,37,38],hsigmoid:9,huber_cost:9,iam:44,ident:6,identity_project:9,imag:[9,10,22,29,45,51],imagenet:52,imdb:[13,58],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[25,36,50],infer:[15,54],info:52,ingredi:16,init_hook:3,initi:[21,43,44],input_typ:3,inspect:44,instal:[28,30,31,44,54],instanc:44,integr:44,interfac:[13,17,21,25,52],interpol:9,introduct:[2,49,52,58,59],isn:25,job:[17,22,39,44,45],join:9,keep:35,kei:44,kill:39,kube:44,kubectl:44,kubernet:[22,44,45],label:57,lambda_cost:9,last_seq:9,lastest:35,launch:39,layer:[9,16,36,43],libpaddle_capi_shar:24,libpaddle_capi_whol:24,librari:21,line:[42,54],linear:[6,27],linear_comb:9,list:[18,25],local:[43,44],log:[6,54],logic:20,logist:54,lstm:[10,41,57,58],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:25,master:[17,20,22],math:9,matrix:41,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:56,mini:25,minibatch:13,misc:10,mix:[9,43],mnist:[13,50],model:[3,4,14,16,21,27,29,33,34,39,43,49,50,51,52,53,54,59],modifi:45,momentum:11,movi:[55,56],movielen:[13,55,56],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:25,name:44,nce:9,need:[25,38],network:[10,34,43,50,51,52,54,56,57],neural:[34,51,54,56,57],neuralnetwork:27,nlp:[10,41],non:3,norm:9,nvprof:38,nvvp:38,object:[17,56],observ:[49,52],onli:[25,29],optim:[11,17,21,37,54],option:[28,49],outlin:40,output:[39,44],overview:54,packag:31,pad:9,paddl:[25,26,45],paddlejob:22,paddlepaddl:[16,29,30,44,48,49,59],pair:44,parallel_nn:43,paramet:[7,15,16,17,21,22,41,42,44,49,52],paraphras:49,partit:21,pass:43,perform:[38,41],persist:20,pnpair:8,point:44,pool:[9,12],power:9,pre:35,precision_recal:8,predict:[5,51,52,56,57,58],prefetch:25,prepar:[27,34,39,44,49,50,51,56,58,59],preprocess:[49,51,54,56,59],prerequisit:39,pretrain:[49,59],print:8,privat:44,problem:27,process:[17,21,22],profil:38,provid:[3,25,54,56,57],pull:35,push:35,pydataprovider2:3,python:[5,22,25,29,36,52,54,56],queue:[17,20],quick:54,randomnumb:41,rank:8,rank_cost:9,rat:56,rate:55,reader:[13,16,25],recoveri:17,recurr:[9,10,34,54],recurrent_group:9,refer:[3,38,57,58],region:44,regress:[27,54,56],regular:21,relu:6,render:44,repeat:9,request:35,requir:[28,35],reshap:9,resnet:52,result:[39,45,59],retri:20,revis:[35,49],rmsprop:11,rnn:[33,34,41],role:57,rotat:9,route53:44,run:[39,45,57],runtim:22,sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:45,secur:44,select:21,selective_fc:9,semant:57,sentiment:[13,58],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:34,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,21,22,41,44],servic:44,set:42,setup:[28,44],sgd:41,share:16,shuffl:25,sigmoid:6,simpl:[27,34],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:25,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[28,30],span:28,spars:[21,43],specifi:[43,49],split:56,spp:9,squar:6,squarerootn:12,stack:58,standard:54,stanh:6,start:[16,32,44,45,54],startup:45,store:17,structur:50,submit:22,suffici:25,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:54,system:44,tabl:24,table_project:9,take:25,tanh:6,task:[17,20],tear:44,templat:44,tensor:9,test:[36,41,43,56,57,58],text:59,text_conv_pool:10,timer:38,tip:38,todo:[18,19],toi:50,toler:17,tool:38,train:[15,16,17,22,25,27,29,39,41,43,44,45,49,50,51,54,56,57,58,59],trainer:[15,17,21,22,44,56],tran:9,trans_full_matrix_project:9,transfer:54,tune:[38,41],tutori:[49,51,53,57,58,59],ubuntu:28,uci_h:13,unit:[36,41],updat:[16,35,44],usag:[25,29,37],use:25,user:[17,49,55,56,58,59],util:8,value_print:8,vector:41,verifi:44,version:35,vgg_16_network:10,visual:52,volum:44,vpc:44,warp_ctc:9,what:38,why:[25,38],wmt14:13,word:[49,54],work:29,workflow:59,workspac:39,wrapper:36,write:[36,54],yaml:45,your:35,zoo:[52,53]}})