Fork自 PaddlePaddle / Paddle
Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/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/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/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":52,"00186201e":5,"00m":36,"02595v1":9,"03m":36,"0424m":36,"0473v3":10,"055ee37d":42,"05d":49,"0630u":36,"06u":36,"0810u":36,"08823112e":5,"0957m":36,"0ab":9,"0rc1":24,"0rc2":[24,27],"0th":57,"10007_10":56,"10014_7":56,"100gb":36,"100gi":42,"10m":36,"1150u":36,"11\u5b9e\u73b0\u4e86c":22,"11e6":43,"12194102e":5,"124n":36,"13m":43,"1490u":36,"15501715e":5,"1550u":36,"15mb":52,"1636k":57,"16mb":52,"16u":36,"173m":50,"173n":36,"1770u":36,"18ad":42,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":43,"197u":36,"1gb":36,"1st":[47,50,56,57],"202mb":57,"210u":36,"211839e770f7b538e2d8":10,"215n":36,"228u":36,"234m":50,"2520u":36,"252kb":52,"25639710e":5,"25k":52,"2680u":36,"27787406e":5,"279n":36,"27m":36,"285m":36,"2863m":36,"28m":36,"28x28":3,"2977m":36,"2cbf7385":42,"2nd":[9,56,57],"302n":36,"30u":36,"32777140e":5,"328n":36,"32u":36,"32x32":[13,49],"331n":36,"3320u":36,"36540484e":5,"365e":42,"36u":36,"3710m":36,"3768m":36,"387u":36,"38u":36,"3920u":36,"39u":36,"3rd":[54,56,57],"4035m":36,"4090u":36,"4096mb":39,"4279m":36,"43630644e":5,"43u":36,"448a5b355b84":43,"4560u":36,"4563m":36,"45u":36,"4650u":36,"4726m":36,"473m":43,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":39,"50bd":42,"50gi":42,"51111044e":5,"514u":36,"525n":36,"526u":36,"53018653e":5,"536u":36,"5460u":36,"5470u":36,"54u":36,"55g":57,"5690m":36,"573u":36,"578n":36,"5798m":36,"586u":36,"58s":43,"5969m":36,"6080u":36,"6082v4":9,"6140u":36,"6305m":36,"639u":36,"655u":36,"6780u":36,"6810u":36,"682u":36,"6970u":36,"6ce9":42,"6node":37,"6th":57,"704u":36,"70634608e":5,"7090u":36,"72296313e":5,"72u":36,"73u":36,"75u":36,"760u":36,"767u":36,"783n":36,"784u":36,"78m":36,"7eamaa":13,"7kb":43,"8250u":36,"8300u":36,"830n":36,"849m":36,"85625684e":5,"861u":36,"864k":57,"8661m":36,"892m":36,"901n":36,"90u":36,"918u":36,"9247m":36,"924n":36,"9261m":36,"93137714e":5,"9330m":36,"94u":36,"9530m":36,"96644767e":5,"983m":36,"988u":36,"997u":36,"99982715e":5,"99m":50,"99u":36,"9f18":43,"\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":24,"\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":22,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":21,"\u4e0d\u4f7f\u7528c":21,"\u4e0d\u4f7f\u7528swig":21,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":21,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":21,"\u4e0d\u5728":22,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":21,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":21,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":19,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":24,"\u4e0e\u53ef\u80fd\u6709\u7684":24,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":22,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":21,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":21,"\u4e2a\u6027\u5316\u63a8\u8350":24,"\u4e2d":[21,22],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":21,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":22,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":19,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":22,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":22,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":22,"\u4e5f\u4e0d\u751f\u6210":22,"\u4e66\u5199":21,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":21,"\u4ece":24,"\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":22,"\u4ed6\u662f\u5c06":22,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":21,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":21,"\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":21,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":21,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":22,"\u4f46\u4e0d\u66b4\u9732":22,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":24,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":24,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":22,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":21,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":19,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":21,"\u4f7f\u7528":[22,24],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":21,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":22,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":22,"\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":21,"\u4f7f\u7528c":22,"\u4f7f\u7528c99\u505a\u63a5\u53e3":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":21,"\u4f7f\u7528regress":24,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":21,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":21,"\u4f7f\u7528void":21,"\u4f8b\u5982":[19,21,22,24],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":21,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":21,"\u4f8b\u5982\u5bf9\u4e8epython":21,"\u4f8b\u5982c":21,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":21,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":21,"\u4f8b\u5982python\u7684":21,"\u4f9d\u6b21\u7c7b\u63a8":24,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":21,"\u4fee\u590d\u6240\u6709bug\u540e":24,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":24,"\u4fee\u590dubuntu":24,"\u505a\u53ea\u8bfb\u6302\u8f7d":19,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":24,"\u505a\u63a5\u53e3":21,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":22,"\u5176\u4e2d":[21,24],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":22,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":24,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":22,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":22,"\u5177\u4f53\u8bf7\u53c2\u8003":22,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":21,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":21,"\u518d\u57fa\u4e8e":24,"\u5199\u4ee3\u7801":21,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":22,"\u51fd\u6570\u547d\u540d":21,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":24,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":24,"\u5206\u652f\u4e2d":24,"\u5206\u652f\u4e3a\u5f00\u53d1":24,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":24,"\u5206\u652f\u4e3a\u7a33\u5b9a":24,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":24,"\u5206\u652f\u5408\u5165":24,"\u5206\u652f\u5408\u5165master\u5206\u652f":24,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":24,"\u5206\u652f\u540d\u4e3a":24,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":24,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":24,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":24,"\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":22,"\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":24,"\u52a8\u6001\u5e93":21,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":22,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":24,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":22,"\u5373\u4f7f\u7528":22,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5373\u4f7fc":22,"\u5373\u4f8b\u5982":22,"\u5373\u4fbfpaddl":22,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":22,"\u5373\u66b4\u9732":22,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":21,"\u53c2\u6570":21,"\u53c2\u8003":21,"\u53d1\u5e03\u5230dockerhub":24,"\u53d1\u5e03\u5230github":24,"\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":22,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":21,"\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":21,"\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":24,"\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":24,"\u540c\u65f6\u63d0\u8d77":24,"\u540d\u5b57\u4fee\u9970":21,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":24,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":21,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,21,22,24],"\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":21,"\u56fe\u50cf\u5206\u7c7b":24,"\u5728":[22,24],"\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":22,"\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":22,"\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":22,"\u5728\u7528\u6237\u4f7f\u7528c":22,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":24,"\u5728\u8fd9\u4e2a":24,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":24,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":22,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":22,"\u5728c":21,"\u5728c\u7684\u5934\u6587\u4ef6":21,"\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":22,"\u5747\u662f\u5728":22,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":21,"\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":21,"\u5982\u679c\u5931\u8d25":24,"\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":24,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":22,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":22,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":21,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":21,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":22,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":21,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":21,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":21,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":21,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":21,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":22,"\u5bf9\u4e8e\u6bcf\u79cdc":22,"\u5bf9\u6bd4":21,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":22,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":24,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":22,"\u5c06":24,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":21,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":24,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":24,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":21,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":22,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":21,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":21,"\u5e76\u5220\u9664":24,"\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":22,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":21,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":24,"\u5efa\u8bae":24,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":22,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":24,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":24,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":24,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":22,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"\u5f97\u4f7f\u7528":21,"\u5fc5\u8981":22,"\u60c5\u611f\u5206\u6790":24,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":22,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\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":21,"\u6211\u4eec\u9009\u62e9":19,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[21,22],"\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":22,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":22,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":22,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":22,"\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":[21,22],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":22,"\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":21,"\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":21,"\u6587\u4ef6\u5185\u5bb9\u4e3a":21,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":24,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":24,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":21,"\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":21,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":22,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":21,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":22,"\u662f\u56e0\u4e3ac99\u652f\u6301":21,"\u662f\u6307":22,"\u662f\u7528\u6237\u4f7f\u7528c":22,"\u662fc":22,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":22,"\u6700\u540e\u5220\u9664":24,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":21,"\u6709\u6807\u51c6\u7684":21,"\u6709\u7684\u65f6\u5019":21,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":24,"\u672c\u6587\u6863\u63cf\u8ff0paddl":22,"\u673a\u5668\u7ffb\u8bd1":24,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":21,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":21,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":19,"\u6765\u8fdb\u884c\u8ba8\u8bba":22,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":24,"\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":21,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":24,"\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":24,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":24,"\u7248\u672c\u53f7":24,"\u7248\u672c\u53f7rc":24,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":24,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":21,"\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":21,"\u751f\u6210\u6587\u6863":21,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9a":19,"\u751f\u6210api\u6587\u6863":21,"\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":22,"\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":22,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":19,"\u7528\u6237\u901a\u8fc7c":22,"\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":21,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":21,"\u7684\u5934\u6587\u4ef6":21,"\u7684\u63a5\u53e3\u6837\u5f0f":21,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":21,"\u7684\u89c4\u8303":21,"\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":21,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":21,"\u76ee\u5f55\u4e0b":22,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":21,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":22,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":21,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":21,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":21,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":24,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":24,"\u7b2c\u4e8c\u4e2a\u4e3a":24,"\u7b49":22,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":22,"\u7b49\u6587\u4ef6":22,"\u7c7b\u4f3c":22,"\u7c7b\u540d\u548cc":21,"\u7c7b\u578b":21,"\u7ea2\u697c\u68a6":47,"\u7ed3\u8bba":21,"\u7edf\u4e00\u7528":19,"\u7f16\u8bd1\u5668\u6ca1\u6709":21,"\u7f16\u8bd1\u578b\u8bed\u8a00":21,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":24,"\u7f16\u8bd1c":22,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":24,"\u7f16\u8bd1ubuntu\u7684deb\u5305":24,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":22,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":21,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":22,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":21,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":21,"\u800c\u5bf9\u4e8egolang":21,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":21,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":22,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":19,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":21,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":22,"\u826f\u597d\u7684\u6587\u6863":21,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":22,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":21,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":21,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":22,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":24,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":24,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":24,"\u8bbe\u7f6e":22,"\u8bc6\u522b\u6570\u5b57":24,"\u8bcd\u5411\u91cf":24,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":24,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":22,"\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":24,"\u8fd8\u662f\u4ece":19,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":22,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":22,"\u8fd9\u4e09\u4e2a\u5206\u652f":24,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":22,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":22,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":22,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":21,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":21,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":22,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":22,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":22,"\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":21,"\u8fd9\u662f\u56e0\u4e3a":21,"\u8fd9\u6837":22,"\u8fd9\u6837\u4fdd\u8bc1":24,"\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":21,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":24,"\u901a\u5e38":22,"\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":22,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":24,"\u90a3\u4e48":22,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":21,"\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":21,"\u91cd\u547d\u540d\u6210":21,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":21,"\u9519\u8bef\u5904\u7406":21,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":21,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":21,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":22,"\u9700\u8981":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":22,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":24,"\u9700\u8981\u5f15\u7528":22,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":21,"\u9700\u8981\u6ce8\u610f\u7684\u662f":24,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":22,"\ufb01xed":57,"abstract":[34,39],"api\u4e2d\u4f7f\u7528":21,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":22,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":22,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":22,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":22,"api\u65f6":22,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":22,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":22,"api\u66b4\u9732\u7684\u7c7b\u578b":22,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":22,"api\u7684\u5b9e\u4f8b":22,"api\u7684\u5b9e\u73b0\u7ec6\u8282":22,"api\u7684\u63a5\u53e3":22,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":22,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":22,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":22,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":22,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":24,"boolean":[9,21],"break":52,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":24,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":24,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":21,"c\u6709\u6807\u51c6\u7684abi":21,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":21,"case":[9,22,23,25,32,33,34,36,40,42,48,52],"char":54,"class":[5,6,7,8,9,10,11,12,13,15,16,21,38,49,56],"const":34,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":22,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":22,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":22,"core\u6982\u5ff5":22,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":24,"deb\u5305\u7f16\u8bd1\u95ee\u9898":24,"default":[3,7,8,9,10,12,13,15,16,27,37,39,41,42,43,52,54,56,57],"export":[26,49],"final":[10,25,26,34,54,56],"float":[3,7,8,9,11,13,25,34,36,41,47,50,54],"function":[3,5,9,10,11,13,16,17,20,23,25,32,34,36,37,39,48,49,52,55,56,57],"golang\u53ef\u4ee5\u4f7f\u7528":21,"golang\u7684":21,"h\u5e76\u4e0d\u56f0\u96be":21,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,25,32,36,42,47,48,49,50,52,54,56,57],"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":[3,7,8,9,10,13,20,21,22,23,34,41,52,54,55],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":21,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":24,"long":[2,9,10,13,27,36,55,56],"model\u505a\u5206\u652f\u7ba1\u7406":24,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,20,23,33,35,42,43,48,52,55,56],"note\u7684\u4e66\u5199":24,"null":[9,34,39,54],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":21,"paddle\u4f7f\u7528git":24,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":21,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":21,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":24,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":24,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":24,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":24,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":21,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":22,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":21,"paddle\u7684c":22,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":22,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":21,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":22,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":21,"paddle_\u7c7b\u578b\u540d":22,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":22,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":24,"patch\u53f7\u52a0\u4e00":24,"public":[13,34,37,42,43,56],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":24,"return":[3,8,9,10,12,13,15,16,19,25,32,34,42,48,50,52,53,54,57],"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":[9,10,25,54,55,56],"static":[22,42],"super":34,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":21,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":21,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":21,"swig\u76f4\u63a5\u8bfb\u53d6c":21,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":21,"switch":[22,42,56],"tag\u4e3a":24,"throw":42,"true":[3,7,8,9,10,12,13,15,16,23,25,32,34,39,41,42,50,54,55,56,57],"try":[11,17,20,23,36,48,54],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":22,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":24,"void":[21,22,34],"while":[2,3,7,13,23,27,32,39,48,52,56,57],AGE:[42,43],AND:54,ARE:54,AWS:[19,35,44,45],Age:53,And:[3,8,9,11,13,23,29,33,41,42,43,47,50,54,56,57],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,20,23,25,26,27,32,34,36,37,38,39,41,47,49,50,52,56,57],Going:56,Has:3,IDs:[13,52],Ids:52,Into:42,Its:[3,32,42,54],Not:[16,17,37],ONE:3,One:[8,10,15,32,34,39,48,52,56,57],QoS:43,THE:3,TLS:[16,42],That:[9,13,23,27,39,41],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,20,22,23,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],Their:[3,9,17],Then:[5,9,26,27,32,33,34,36,42,43,47,49,54,55,56],There:[8,9,13,15,16,17,25,27,29,36,42,48,49,50,51,52,54,57],These:[37,41,49,55],USE:54,USING:54,Use:[3,16,23,27,34,36,39,40,42,54],Used:10,Useful:3,Using:[17,43,56],VPS:42,WITH:33,Will:[13,15],With:[3,9,10,25,48,55],Yes:27,___fc_layer_0__:42,__init__:34,__list_to_map__:54,__main__:50,__meta__:54,__name__:50,__rnn_step__:32,_error:48,_link:10,_proj:9,_res2_1_branch1_bn:50,_source_language_embed:[32,47],_target_language_embed:[32,47],aaaaa:19,aaaaaaaaaaaaa:42,abc:9,abl:[9,16,48,56],about:[5,9,10,25,36,38,39,42,46,55,56,57],abov:[3,5,9,16,17,20,25,27,36,42,43,48,50,52,55],abs:[10,48],absolut:[2,37],academ:53,acceler:[18,41],accept:[3,5,13,16,23,52,55],acceptor:55,access:[2,9,10,16,20,32,57],accessmod:42,accident:53,accomplish:27,accord:[2,3,8,9,32,33,37,38,39,41],accordingli:[5,34],accordingto:55,accrod:10,accumul:17,accuraci:[8,34,52,53,56],achiev:[36,49],ack:39,acl:56,aclimdb:56,across:9,act:[9,10,25,32,52],act_typ:52,action:[42,53],activ:[0,5,9,10,14,25,26,34,39,52,56],activi:10,actual:[3,9,25],adadelta:52,adagrad:52,adam:[16,52,56,57],adamax:52,adamoptim:[47,52,56,57],adapt:[8,11,25,56,57],add:[3,9,10,13,25,26,33,34,36,41,52,54],add_input:34,add_test:34,add_to:9,add_unittest_without_exec:34,addbia:34,added:[3,8,34],adding:50,addit:[9,10,27,52],address:[17,27,36,39],addrow:34,addtion:37,addtolay:9,adject:56,adjust:25,admin:53,adopt:55,advanc:[32,36,39],advantag:56,adventur:53,adverb:56,adversari:23,advic:36,affect:9,afford:20,afi:3,aforement:37,after:[9,13,20,26,29,32,34,37,39,41,42,43,48,49,50,52,54,55,56,57],again:[16,17,36],against:42,age:[13,54],agg_level:9,aggreg:42,aggregatelevel:9,aid:36,aim:[56,57],aircraft:57,airplan:49,aistat:9,alex:[9,56],alexnet_pass1:41,alexnet_pass2:41,algorithm:[9,11,20,25,32,47,49,56,57],alia:[6,7],align:[9,10,13,57],all:[0,3,7,8,9,11,16,17,22,25,27,32,33,34,36,37,38,39,41,42,43,47,48,50,52,53,54,55,56,57],alloc:[7,34,41],allow:[16,27,33,34,36,39,42,52],allow_only_one_model_on_one_gpu:[38,39,41],almost:[10,25,37,47],along:56,alreadi:[17,27,36,37,39,42,43,56],alreali:[38,57],also:[2,3,9,10,13,16,23,26,27,32,34,36,37,43,48,49,50,52,55,56],although:25,alwai:[5,9,10,15,23,25,39,42,57],amaz:49,amazon:[42,43,52,56],amazonaw:42,amazonec2fullaccess:42,amazonelasticfilesystemfullaccess:42,amazonroute53domainsfullaccess:42,amazonroute53fullaccess:42,amazons3fullaccess:42,amazonvpcfullaccess:42,ambigu:[23,55],amd64:42,amend:33,american:49,among:[42,56],amount:[36,56],analysi:[25,36,51,55],analyz:[52,56],andd:42,ani:[2,3,9,10,13,16,17,23,32,33,36,42,52,54,57],anim:53,annot:55,annual:55,anoth:[3,9,16,27,39,42,55,56],ans:42,answer:[25,42,55],anyth:[13,23,33,42,55],api:[13,15,16,24,26,34,36,42,46,48,52,54,56],api_trainer_config_helpers_data_sourc:54,api_trainer_config_helpers_lay:32,api_trainer_config_helpers_layers_context_project:54,api_trainer_config_helpers_layers_cos_sim:54,api_trainer_config_helpers_layers_data_lay:54,api_trainer_config_helpers_layers_embedding_lay:54,api_trainer_config_helpers_layers_fc_lay:54,api_trainer_config_helpers_layers_pooling_lay:54,apiserv:42,apivers:[42,43],apo:57,appar:57,appear:55,append:[3,15,23,32,34,37,54],append_gradient_machin:15,appleclang:26,appleyard:36,appli:[0,9,10,32,34,49,52],applic:[27,36,42,43,56],appreci:[33,56],approach:9,apt:[26,29,49],arbitrari:9,architectur:[47,55,56,57],architecur:56,archiv:[13,21,22],arg:[3,8,9,10,13,25,38,48,49,50,52,54,55,56],arg_nam:9,argu:55,argument:[3,5,9,13,20,32,34,39,40,47,48,49,50,54,55,56,57],argv:50,arn:42,around:[3,9,42],arrai:[5,9,13,15,23,25,50],art:[25,55],articl:[37,43],artifact:42,artifici:48,artist:53,arxiv:[9,10,48,56],ask:17,aspect:56,assign:[9,20,39,42],associ:[55,56,57],assum:[9,32,41,47],assur:2,astyp:[23,48],asyc:17,async:[17,38],async_count:39,async_lagged_grad_discard_ratio:39,async_lagged_ratio_default:[38,39],async_lagged_ratio_min:[38,39],asynchron:[17,39],atla:26,atlas_root:26,attenion:10,attent:[9,10,27,57],attitud:56,attr:[7,9,10],attribut:[3,9,10,14,34,47,55],auc:38,auc_evalu:8,aucvalidationlay:39,authent:42,author:[42,50],authorized_kei:37,autmot:33,auto:[21,34,36,51,54],autom:[42,57],automak:26,automat:[9,16,26,32,34,37,38,39,42,54,55,57],automaticli:9,automobil:49,avail:[17,26,42],availabel:26,averag:[8,9,12,20,39,50,52,54,55,56,57],average_test_period:[38,39,55],average_window:56,averagepool:9,avg:[36,52],avgcost:[52,54,56,57],avgpool:[9,52],avoid:[17,36],avx:[26,27,29],await:43,awar:[16,17,27,42],aws_account_id:42,awsaccountid:42,awskeymanagementservicepowerus:42,b2t:47,b363:43,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:43,ba5f:42,back:[3,17,27],backward:[6,9,10,32,34,39,41],backward_first:32,backwardactiv:34,bag:[52,56],baidu:[0,9,25,29,33,43,47],baik:47,balanc:[39,42,48],balasubramanyan:56,bank:55,bardward:10,bare:43,barrier:39,barrierstatset:36,base:[9,10,12,13,16,20,25,29,32,33,34,36,37,39,42,47,48,52,54,56,57],baseactiv:9,baseev:15,basematrix:34,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,54],bash:[27,42,43],bashrc:26,basic:[3,9,15,27,33,34,52,53,56],batch:[3,9,10,11,13,15,16,17,19,34,37,39,42,43,48,49,50,52,54,55,56,57],batch_0:50,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,23],batch_siz:[3,13,25,37,47,48,49,52,54,56,57],batchsiz:[9,34],bbbbb:19,bcd:9,bcebo:13,beam:[9,32,39,55,57],beam_gen:[9,32],beam_search:[15,32],beam_siz:[9,32,38,39,41],beamsiz:57,becaus:[5,9,13,16,17,23,32,33,34,41,42,49,52,55],becom:[33,36],been:[3,20,26,33,49,52,55,56,57],befor:[5,9,10,17,23,27,33,37,42,49,54,56,57],begin:[5,8,9,34],beginiter:[15,16],beginn:32,beginpass:[15,16],begintrain:16,behavior:36,being:[17,23,48],belong:[9,57],below:[3,9,13,17,23,32,34,36,37,42,48,49,52,54],benefit:10,bengio:9,bertolami:56,besid:[2,9,13,57],best:[9,26,27,39,52,54,56,57],best_model_path:55,besteffort:43,beta1:11,beta2:11,beta:50,better:[9,10,25,37,42,48,54],between:[9,11,17,22,25,33,42,48,52,53,56,57],bgr:50,bi_gru:10,bi_lstm:10,bia:[9,10,11,32,34,50],bias:[9,34],bias_attr:[9,10,25,32],bias_param_attr:10,biases_:34,biasparameter_:34,biassiz:34,bidi:43,bidirect:[10,32,55,57],bidirectional_lstm_net:56,big:36,bigger:17,biggest:56,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:36,bin:[26,27,37,42,43,54],binari:[3,8,9,13,36,42,47,52,56],bird:49,bison:26,bit:52,bitext:57,bla:26,blank:[9,42],block:[9,18,20,25,34,36,39,50,56],block_i:9,block_x:9,blog:56,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:56,book:13,bool:[3,7,8,9,10,12,13,34,39,41,52,54,56],boot:[9,32],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,32],boot_with_const_id:9,bootstrap:26,bos_id:[9,32],both:[0,6,7,9,10,16,17,27,32,34,36,42,48,50,52],bottleneck:[36,50],bottom:56,bow:[52,56],box:36,branch:[9,16,24,33],breadth:[39,57],brendan:56,brew:26,briefli:36,broadcast:17,brows:27,browser:[27,42],bryan:56,bucket_nam:42,buf_siz:13,buffer:[3,13,23,39],buffered_read:23,bug:42,bui:56,build:[0,13,25,27,30,39,42,44,45,47,49,50,52,54,56,57],build_dict:13,built:[0,26,27,48,55],bunch:[36,52],bunk:56,button:[33,42],c11:21,c99:22,c99e:42,cach:[52,54,55],cache_pass_in_mem:[3,52,54,55],cachetyp:[3,52,54,55],calc_batch_s:[3,55],calcul:[3,8,9,10,11,17,32,34,36,39,41,48,54],call:[3,9,10,16,20,25,27,32,34,36,39,42,49,50,52,56,57],callabl:[3,9,13],callback:34,caller:42,caltech:49,can:[2,3,5,7,8,9,10,13,16,17,20,23,25,26,27,29,32,33,34,36,37,38,39,41,42,43,47,48,49,50,52,54,55,56,57],can_over_batch_s:[3,55],candid:9,cannot:34,caoi:57,capabl:[26,56],capac:42,capi:21,capi_prvi:22,caption:[25,57],captur:[25,37],card:37,care:[10,23,38,39,53],carefulli:[37,39,50],cat:[27,49,50,56],categor:55,categori:[9,13,17,52,56],categorig:13,categoryfil:43,caus:17,caution:[42,43],ccb2_pc30:57,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,56],center:3,ceph:[19,43],cephf:19,certain:[2,38,55],certif:[16,42],cffi:21,cfg:43,cgo:21,chain:[13,34],challeng:17,chanc:[16,34,52],chang:[9,13,20,23,25,27,32,33,34,36,39,42,52,56],channel:[9,36,37,50],channl:[37,50],char_bas:54,charact:[52,54],character:25,characterist:[41,49],check:[3,13,25,26,27,33,39,41,42,53],check_align:13,check_eq:34,check_fail_continu:3,check_l:34,check_sparse_distribution_batch:[38,39],check_sparse_distribution_in_pserv:[38,39],check_sparse_distribution_ratio:[38,39],check_sparse_distribution_unbalance_degre:[38,39],checkgrad:39,checkgrad_ep:39,checkout:33,children:53,china:27,chines:51,chmod:[26,42],choic:[27,53],choos:[39,52,54],chosen:[2,53,57],chunk:[20,48,55],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[48,49],cifar_vgg_model:49,claim:42,claimnam:42,clang:[21,26,27,33],class1:56,class2:56,class_dim:56,classfic:[50,56],classfiic:49,classic:[9,25],classif:[3,5,9,41,50,51,52,56,57],classifc:56,classifi:[48,49,50,52,56],classification_cost:[49,52],classification_error_evalu:[8,48,52,56,57],classification_error_printer_evalu:8,claster:42,clean:[5,54],cleric:53,cli:42,click:[33,36,42],client:33,clip:[7,39,52,56],clock:9,clone:[26,27],close:[3,23],closer:25,cloud:17,cls:52,cludform:42,cluster:[16,17,38,39,43,52,57],cluster_train:37,cm469:42,cmake3:26,cmake:[22,26,34,36],cmakelist:34,cmatrix:[21,22],cmd:43,cna:9,cname:42,cnn:[9,43,50,52],code:[0,3,5,13,16,23,25,26,27,28,32,34,35,36,37,42,43,48,52,53],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,25,53],collectbia:34,colleg:53,color:[49,50],colour:13,column:[8,9,23,34,47,57],column_sum_evalu:8,colunm:57,com:[9,10,13,26,27,29,33,42,43,50],combin:[9,10,13,15,48,54,56],come:56,comedi:53,comma:[39,47],command:[2,5,25,26,27,29,33,34,35,36,37,42,43,44,45,47,48,49,50,54,55,56],commandlin:[36,56],commenc:52,comment:[10,33,52,56],commnun:37,common:[19,32,34,38],common_util:[37,54],commonli:[32,36,41],commun:[0,17,34,37,42],compani:56,compar:[34,48,52],compat:3,compet:56,competit:48,compil:[26,27,33,34],complet:[0,5,9,10,13,15,17,20,34,42,43,52],complex:[2,3,10,23,32,36,52],complic:9,compon:34,compos:[13,16,48,55],composenotalign:13,compress:20,comput:[9,10,16,17,25,26,27,32,34,36,41,42,52,54,55,56],computation:32,conat:9,concat:57,concat_lay:32,concaten:10,concept:[3,16,27,32],concern:16,concurr:17,concurrentremoteparameterupdat:39,condit:[9,20,32,37,43,57],conduct:36,conf:[5,9,37,47,48,50,57],conf_paddle_gradient_num:42,conf_paddle_n:42,conf_paddle_port:42,conf_paddle_ports_num:42,conf_paddle_ports_num_spars:42,confid:56,config:[3,7,9,10,19,25,34,37,38,39,42,43,47,48,49,50,52,56,57],config_:39,config_arg:[38,39,41,50,52,55,56],config_bas:[8,9,10,15],config_fil:55,config_gener:[37,54],config_lay:34,config_pars:[5,34],configur:[1,2,3,5,9,25,33,34,36,39,47,49,50,56,57],conflict:33,confront:57,congest:39,conll05st:55,conll:[13,55],connect:[2,10,25,34,42,43,48,49,50,52,54,56],connectionist:[9,56],connor:56,consequ:[9,10],consid:[8,9,11,26,27,36,41,49],consider:[3,10],consist:[9,13,20,23,49,50,52,55,57],consol:[36,42],constant:34,construct:[3,5,16,32,54],construct_featur:54,constructor:34,consum:[17,56],contact:17,contain:[3,8,9,10,12,13,15,16,20,28,29,32,33,37,42,49,50,52,53,56,57],containerport:42,contemporan:56,content:[43,55,56],context:[9,10,13,32,47,52,54,55,56,57],context_attr:10,context_len:[9,10,52,54],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,54],context_start:[9,10,52],contibut:33,contin:42,continu:[3,17,29,39],contrast:[9,57],contribut:[0,28,35,56],contributor:0,control:[7,27,39,42,43,57],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:[16,37],converg:[37,48,56],convert:[3,5,13,19,23,32,47,49,50,52,54],convlay:9,convolut:[9,10,48,50,54],convoper:9,convtran:9,convtranslay:9,cool:[3,33],coordin:17,copi:[15,16,20,27,42,48,54],copy_shared_paramet:48,copytonumpymat:48,core:[3,7,22,39,57],coreo:42,corespond:55,corpora:57,corpu:[13,55],correct:[3,8,9,34,42],correctli:[8,13,34,48],correl:[25,49,56],correspoind:16,correspond:[3,5,16,25,32,34,49,53,55,56,57],corss_entropi:16,cos:9,cos_sim:54,cosin:[9,54],cost:[5,11,15,16,25,39,48,52,54,56,57],cost_id:9,could:[3,5,9,13,15,16,20,23,27,36,37,42,52,54],count:[17,23,36,39,41,43,47,54,55,56,57],counter:[17,20],coupl:25,coverag:26,coveral:26,coveralls_uploadpackag:26,cpickl:[50,54],cpp:[21,22,33,34,36,52,54,57],cpu:[2,3,7,9,24,26,29,36,39,43,48,55,56,57],cpuinfo:27,cpusparsematrix:22,craftsman:53,crash:[17,36,37,39],crazi:37,creat:[5,7,9,13,15,16,17,25,26,27,34,37,39,47,48,49,57],create_bias_paramet:34,create_input_paramet:34,createargu:48,createfromconfigproto:[5,48],createstack:42,creation:42,creationd:42,creator:[13,19],credit:48,crf:55,crime:53,critic:56,crop:50,crop_siz:50,cross:[9,52,55],cross_entropi:[9,16,48],cross_entropy_with_selfnorm:9,csc:34,cslm:57,csr:34,csv:53,ctc:8,ctc_error_evalu:8,ctest:27,ctrl:[37,54],ctx:55,ctx_0:55,ctx_0_slot:55,ctx_n1:55,ctx_n1_slot:55,ctx_n2:55,ctx_n2_slot:55,ctx_p1:55,ctx_p1_slot:55,ctx_p2:55,ctx_p2_slot:55,cub:49,cuda:[26,27,29,36,37,39],cuda_dir:[38,39],cudaconfigurecal:36,cudadevicegetattribut:36,cudaeventcr:36,cudaeventcreatewithflag:36,cudafre:36,cudagetdevic:36,cudagetdevicecount:36,cudagetdeviceproperti:36,cudagetlasterror:36,cudahostalloc:36,cudalaunch:36,cudamalloc:36,cudamemcpi:36,cudaprofilerstart:36,cudaprofilerstop:36,cudaruntimegetvers:36,cudasetdevic:36,cudasetupargu:36,cudastreamcr:36,cudastreamcreatewithflag:36,cudastreamsynchron:36,cudeviceget:36,cudevicegetattribut:36,cudevicegetcount:36,cudevicegetnam:36,cudevicetotalmem:36,cudnn:[9,12,26,29,39],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[38,39],cudnn_convt:9,cudnn_dir:[38,39],cudrivergetvers:36,cuinit:36,cumul:9,curl:[26,42],current:[3,9,17,25,27,32,33,34,37,39,42,52,56,57],current_word:32,currentcost:[52,54,56,57],currentev:[52,54,56,57],curv:[16,49,55],custom:[2,3,16,34,42,53,56],custom_batch_read:23,cutoff:13,cycl:17,cyclic:9,cython:21,d3e0:42,dai:57,daili:56,dalla:3,dan:55,danger:3,darwin:42,dat:[13,19,37,54],data:[1,2,3,5,8,10,11,15,16,19,20,26,27,34,36,37,38,39,41,44,50,53],data_batch_gen:48,data_dir:[47,49,56,57],data_feed:13,data_fil:25,data_initialz:52,data_lay:[3,25,32,48,49,52,54,55],data_nam:13,data_read:[13,23],data_reader_creator_random_imag:23,data_sourc:48,data_typ:[9,13],databas:[13,56],datacent:19,datacenter1:19,datacenter2:19,datacenter_1:19,datacenter_2:19,datacenter_nam:19,datadim:9,datalay:9,dataprovid:[2,25,32,37,54,55],dataprovider_bow:52,dataprovider_emb:52,dataproviderconvert:5,datasci:9,dataset:[1,3,19,23,25,39,47,49,50,52,55,56],date:55,db_lstm:55,dcgan:48,dcmake_install_prefix:26,dead:17,deal:[33,48],deb:[28,29],debian:[27,28],debug:3,decai:[11,49],decent:20,decid:[16,23],declar:[9,54],decod:[9,10,32,55,57],decoder_boot:32,decoder_group_nam:32,decoder_input:32,decoder_mem:32,decoder_prev:10,decoder_s:32,decoder_st:[10,32],deconv:9,deconvolut:9,decor:[3,13,34],decreas:25,decrypt:42,deep:[0,9,25,27,30,36,48,49,50,52,55],deeper:[25,27,50],deer:49,def:[3,9,13,16,19,23,25,32,34,48,50,52,54,55],defalut:[9,39,41],default_devic:41,default_valu:41,defferenct:3,defin:[2,3,9,10,13,16,17,23,25,32,34,37,39,47,48,49,54,55],define_py_data_sources2:[3,25,49,50,52,54],defini:57,definit:[3,13,17,20,25,27,47,52,56],degre:9,del:54,delai:39,delar:52,delet:17,deletestack:42,delimit:[8,53,54],demand:17,demo:[9,13,32,37,43,44,47,48,49,50,51,52,53,54,55,56,57],demograph:53,demolish:43,demonstr:[25,32,48,54],denot:[41,52,53,55],dens:[3,9,13,34,42,52,54],dense_vector:[3,5,9,13,25,54],dense_vector_sequ:13,depend:[17,25,27,29,37,41,49,53],deploi:[37,41],deploy:[37,42],deriv:[6,16],descent:[9,17],describ:[16,20,25,34,42,43,48,52,55],describestack:42,describestackev:42,describestackresourc:42,descript:[5,26,32,40,42,49,54],deseri:15,design:[3,9,13,21,56],desir:[17,42,43,47],destructor:34,detail:[3,5,7,9,10,11,20,32,33,34,36,37,40,41,42,43,47,48,50,52,54,56,57],detect:8,determin:[3,9,13,34,48],dev:[26,27,49,54,57],devel:26,develop:[0,24,26,33,38,39,57],deverlop:39,deviat:7,devic:[7,39,57],deviceid:41,devid:[9,39],dez:56,diagnos:37,diagram:50,dict:[3,13,15,52,54,56,57],dict_dim:56,dict_fil:[8,32,52,55],dict_siz:13,dictionai:52,dictionari:[3,8,9,13,15,16,32,41,50,52,54,55,56,57],dictsiz:57,did:3,differ:[3,8,9,17,25,27,32,33,34,37,39,42,43,47,49,50,52,56,57],difficult:25,dig:[27,36,42],digit:[3,9],dim:[13,34,47,50,52,56],dimens:[6,9,12,13,34,41,47,52,54,56],dimension:[3,25,32,34,48,52],dimenst:47,dimes:9,din:54,dir:[37,50,52,54,55,56,57],dirctori:27,direct:[9,10,27,50,55],directli:[2,3,10,25,27,37,43,56],directori:[2,19,26,27,33,36,37,39,43,49,50,52,54,55,56,57],diretcoti:50,dis_conf:48,dis_train:48,dis_training_machin:48,disabl:3,discard:[13,17,20,39],discount:9,discov:[17,55],discoveri:42,discrep:36,discrimin:48,discriminator_train:48,discuss:[16,20],disk:43,dispatch:[37,39],disput:57,dist_train:16,distanc:8,distibut:47,distinguish:[37,48,57],distribut:[9,20,26,35,43,44,45,48,52,55],distribute_test:[38,39],distributedli:34,disucss:16,divid:[11,38,49,57],diy_beam_search_prob_so:[38,39],dmkl_root:26,dns:42,do_forward_backward:23,doc:[5,10,13,26,27,37],docker:[24,28,42,44,45],docker_build:16,docker_push:16,dockerfil:27,dockerhub:27,doctor:53,document:[3,5,10,26,33,41,49,52,54,55,56],documentari:[3,53],doe:[3,5,10,17,20,23,25,29,32,34,36,52,54,55],doesn:[7,9,13,16,23,33,36,43,57],dog:[49,50],doing:36,domain:42,don:[10,16,23,25,42,56],done:[9,10,17,20,32,36,42,48,56],dopenblas_root:26,dot:[39,50,57],dot_period:[39,41,48,49,54,56,57],dotmuloper:9,dotmulproject:9,doubl:[3,26,39],down:[36,52],download:[13,17,27,29,48,49,52,55,56],download_cifar:49,downsampl:49,doxygen:[26,33],dpkg:29,drama:53,drop:3,drop_rat:7,dropout:[7,9,34,52],dropout_r:10,drwxr:43,dtoh:36,dtype:[5,25,50],dubai:57,due:[20,53,54],dummi:20,duplic:53,durat:[20,36],dure:[2,3,9,17,20,25,33,34,38,39,42,52,54,55,57],durn:3,dwith_c_api:22,dwith_doc:26,dwith_profil:36,dwith_python:22,dwith_swig_pi:22,dwith_tim:36,dynam:[2,3,22,23,26,36,39],dynamic_cast:34,each:[2,3,5,8,9,12,13,15,17,20,23,25,27,32,33,34,37,39,41,42,47,49,50,52,53,54,55,56,57],each_feature_vector:6,each_meta:54,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,23,50],easi:[0,23,27,34,37,52],easier:[16,23,34],easili:[16,23,25],echo:[27,54,56],edit:[8,27,42],editor:[27,33],edu:[13,42,43,49],educ:53,eeoi3ezpr86c:42,effect:[3,39,42],effici:[0,2,3,32,34],efg:9,efs:42,efs_dns_nam:42,efsvol:42,eight:55,either:[9,13,15,16,36,52,54],elb:42,elbapis:42,elec:52,electron:[43,52],elem_dim:9,element:[3,5,8,9,10,13,15,20,23,52,56,57],elif:[16,54],elimin:55,els:[9,16,27,34,50,52,54],emac:[27,33],emb:[43,52],embed:[16,32,51,54,56],embedd:55,embedding_lay:[32,52,54],embedding_nam:[9,32],embedding_s:[9,32],emphas:36,empir:9,emplace_back:34,emploi:[32,53],empti:[8,13,17,25],emul:57,enabl:[3,7,20,36,37,39,42],enable_grad_shar:[38,39],enable_parallel_vector:39,enc_proj:[10,32],enc_seq:10,enc_vec:32,encod:[10,20,32,57],encoded_proj:[10,32],encoded_sequ:[10,32],encoded_vector:32,encoder_last:9,encoder_proj:32,encoder_s:32,encrypt:42,encrypt_decrypt:42,end:[3,8,9,23,25,32,39,47,55,56,57],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[19,42],endtrain:16,engin:[0,36,53],english:[3,9,57],enjoi:27,enough:25,ensembl:10,ensur:[3,17,34],enter:[27,53],entir:[9,10,56],entri:[13,20,34,42,53],entropi:[9,52,55],enumer:[6,52,54],enumerate_data_types_of_data_lay:13,env:[33,42],environ:[16,26,27,29,36,37,38,39,42,43,48,49,54],eol:33,eos_id:[9,32],epel:26,epoch:53,epsilon:11,equal:[9,10,17,39],equat:[9,10,11,27],equilibrium:48,equip:[26,32],equival:[9,16],error:[7,8,9,11,16,20,25,29,34,37,39,42,49,50,52,53,54,56,57],error_clipping_threshold:7,especi:[3,10,55],essenc:16,essenti:[9,16,26,55,57],estat:25,estim:[9,16],eta:43,etc:[13,23,27,37,38,41,42,56,57],etcd:[17,20],eth0:[37,42],ethternet:37,eval:[8,52,54,56,57],eval_bleu:57,evalu:[2,9,14,15,36,37,52,56,57],evaluate_pass:56,evalut:[25,57],even:[16,23,36,39,56],evenli:42,event:43,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,20,32,33,34,39,52,55,56,57],everyth:[25,33],exactli:[3,8,9,10,27,42,55],exampl:[2,3,9,10,11,13,15,23,25,26,27,32,34,36,37,38,39,41,42,43,49,50,51,52,56,57],exceed:9,except:[3,13,41,47,54,56],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[27,39],execut:[17,20,34,36,42,53,55,56],exist:[16,17,23,34,39,42,53,56],exit:[39,43],expand:[34,55,56,57],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,36,56],expens:57,experi:41,expir:17,explain:[3,8,17,37,48,56],explan:[9,52,57],explanatori:[25,27],explicit:34,explicitli:[3,16],exploit:49,explor:9,exponenti:6,expos:[27,42],express:[16,42,56],extend:[0,54],extens:[53,54,57],extent:22,extern:[3,21,22],extra:[7,9,10,25],extra_input:9,extra_lay:15,extraattr:[7,41],extraattribut:[9,10],extraattributenon:9,extract:[9,42,49,55,56],extract_fea_c:50,extract_fea_pi:50,extract_para:47,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,36],extremli:2,f120da72:43,f7e3:42,fa0wx:43,fabric:37,facotr:9,fact:50,factor:[7,9,11],factori:21,fail:[3,17,20,39,41,43,49],failur:17,fake:48,fake_imag:23,fals:[3,7,8,9,10,11,13,23,25,32,34,39,41,43,47,52,54,55,56,57],false_label:23,false_read:23,famili:57,familiar:[3,25],fanscin:3,fantasi:53,fantast:52,far:0,farmer:53,fascinatingli:2,fast:[9,20,33,36],faster:[9,10,17,32,36,56],fault:20,favorit:33,favourit:27,fbd1f2bb71f4:43,fc1:[34,41],fc2:41,fc3:41,fc4:41,fc8a365:42,fc8a:42,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,25,34,41,52,54],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:34,fdata:55,fea:50,fea_output:50,feat:56,featur:[3,6,9,13,33,39,49,52,56,57],feature_map:54,feed:[10,13,15,16,25,56],feedback:0,feeder:13,feedforward:49,femal:53,fernan:56,festiv:3,fetch:[13,17,32,34],few:[3,17,23,27],fewer:9,fg0:9,field:[9,15,36,42],figur:[16,32,34,36,47,48,49,50,55,56,57],file1:57,file2:57,file:[2,3,5,8,9,13,15,16,17,19,20,22,23,25,26,27,32,33,34,37,39,47,49,50,55,56,57],file_list:3,file_nam:[3,25,50,52,55],filenam:[3,19,54],filer:9,filesystem:[27,42],fill:[9,17,20,42,52],film:53,filter:[9,50],filter_s:[9,10],filter_size_i:9,finali:37,find:[9,11,17,27,36,49,56,57],fine:[7,20,54],fingerprint:42,finish:[3,17,20,27,37,42,43,49],finit:34,first:[3,9,13,16,17,20,25,27,29,32,33,34,36,39,41,42,47,48,49,50,52,54,55,56,57],first_seq:32,firstn:13,firstseen:43,fit:[2,13,33],five:[36,52],fix:[3,7,21,57],flag:[13,39,48,49,55],flexiabl:23,flexibl:[0,2,9,10,16,32],flight:57,float32:[5,13,23,25,48,50],floor:9,flow:[24,33],fly:[25,52],fnt03:42,focu:[3,36],folder:[19,26,42,49,56,57],follow:[2,3,8,9,10,11,13,16,17,20,23,26,27,29,32,33,34,36,37,41,42,43,44,45,47,48,49,50,52,53,54,55,56,57],fool:48,forbid:16,force_load:21,forecast:56,forget:[11,16,56],form:[2,3,10,11,36,55],format:[2,3,8,20,25,33,34,39,42,47,49,53,54,56],former:[16,57],formula:[9,10],formular:9,forward:[6,10,32,33,34,41,48,55,56],forwardactiv:34,forwardtest:5,found:[3,5,9,26,32,48,49,52,56],four:[3,29,47,50,52,54,55,56],frame:8,framework:[16,34,50,52,56],free:[13,57],french:57,frequenc:[13,36,47,52,56],frequent:[20,23,37,57],frog:49,from:[0,3,5,9,10,13,15,17,19,20,23,25,27,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],from_timestep:9,fromfil:[23,25,50],fulfil:36,full:[9,17,27,32,34],full_matrix_project:[10,32],fulli:[25,33,34,36,48,49,50,52,54,56],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:47,fullyconnectedlay:34,func:[13,20],fundament:25,further:9,fusion:54,gain:9,game:48,gamma:50,gan:16,gan_train:48,gap:39,gate:[9,10,56],gate_act:[9,10],gate_recurr:9,gather:[9,34,54],gauss:7,gaussian:48,gcc:[21,26,27],gdebi:29,gen:[9,57],gen_conf:[48,57],gen_data:57,gen_result:57,gen_train:48,gen_training_machin:48,gen_trans_fil:32,gender:[13,53,54],gener:[2,3,5,8,9,10,13,15,16,17,19,20,23,25,26,27,36,37,39,41,42,47,50,51,52,54,56],generated_word_embed:9,generatedinput:[9,32],generator_conf:48,generator_machin:48,generator_train:48,genert:3,genr:[53,54],gereat:8,get:[3,9,10,13,15,20,25,26,29,32,34,36,37,42,46,49,50,52,54,55,56],get_batch_s:55,get_best_pass:56,get_config_arg:[41,52,54,56],get_data:[43,52,55],get_dict:13,get_embed:13,get_imdb:56,get_input_lay:34,get_mnist_data:48,get_model:50,get_movie_title_dict:13,get_nois:48,get_output_attr:10,get_shap:15,get_training_loss:48,get_word_dict:13,getbatchs:34,getenv:16,getinput:34,getinputgrad:34,getinputvalu:34,getoutputgrad:34,getoutputvalu:34,getparameterptr:34,getsiz:34,getslotvalu:48,gettask:20,gettempl:42,gettranspos:34,getw:34,getweight:34,getwgrad:34,gfortran:26,gildea:55,gist:10,git:[24,26,27,33],github:[9,10,26,27,29,50],give:[3,17,25,27,34,36,42,52],given:[3,13,15,23,34,39,48,52,55,56,57],global:[3,7,16,17,36,39,42,54,56],global_learning_r:7,globalstat:36,globalstatinfo:36,globe:3,goal:[36,55],gob:20,godoc:21,goe:[9,10,17,25],going:[52,56],good:[9,23,36,56,57],goodfellow13:9,googl:16,googleapi:42,gpg2:42,gpg:42,gpu:[2,3,7,9,12,24,26,29,35,37,48,49,50,54,55,56,57],gpu_id:[39,41,48],gpugpu_id:38,grab:[17,56],grad:[39,53],grad_share_block_num:[38,39],gradient:[7,8,9,11,15,17,20,39,52,56],gradient_clipping_threshold:[7,52,56],gradient_machin:[15,22],gradient_printer_evalu:8,gradientmachin:[5,15,22,48,54,57],gradual:[25,36],grai:49,gram:[47,56],grant:42,graph:[9,15,17,47],graphviz:50,grave:56,grayscal:3,greater:9,grep:[27,56],groudtruth:32,ground:[8,9,52,57],group:[10,20,56],group_id:54,group_input:32,grouplen:[13,53],gru:[9,32,52,57],gru_attr:10,gru_bias_attr:10,gru_decod:32,gru_decoder_with_attent:32,gru_encoder_decod:[47,57],gru_memori:10,gru_siz:52,gru_step:[10,32],gru_step_lay:32,grumemori:[10,32],gserver:[9,34],gsizex:36,guarante:34,guess:[25,56],gui:36,guid:[28,32,33,34,36,42,43,47,49,56,57],guidenc:25,gur_group:10,gzip:[20,43],hack:[28,37],hadoop:16,half:42,hand:[53,54,56],handl:[16,23,37,54,56],handler:15,handwrit:[3,56],happen:20,hard:[42,52],hardwar:[27,36],has:[3,5,9,10,11,13,16,17,20,27,32,34,36,42,43,47,49,52,53,54,55,56,57],has_kei:15,have:[2,3,5,8,9,10,13,16,17,20,23,25,26,27,32,33,34,36,37,39,41,42,47,49,52,53,54,56,57],hdf:[2,19],head:[33,47,56],header:[22,25,34,47,50,54],health:53,heavi:37,height:[9,13,21,23,34,49],held:17,hello:16,help:[3,5,33,37],helper:[9,10,34],here:[3,5,7,9,10,13,16,17,23,25,26,32,37,38,41,42,43,47,49,50,51,52,53,54,55,56,57],heurist:[9,39,57],hidden:[9,10,32,42,52,54,56],hidden_s:[10,54],hierarch:[9,32],high:[7,34,48],higher:2,highest:[13,57],highli:[2,3,13,32,41,54,56],him:16,hint:25,histor:56,hl_get_sync_flag:34,hold:[16,17,20,42],home:[19,37,42,43],homemak:53,honor:20,hook:[3,54,55],hope:0,horizont:[9,50],horror:53,hors:49,horst:56,host:[26,27,37,42,43],hostnam:[37,42],hostpath:43,hostport:42,hot:54,hour:57,hous:[3,13,25,47],how:[2,3,7,9,16,17,20,25,32,37,39,42,43,46,49,50,52,54],howev:[3,10,23,25,32,33,38,39,42,56,57],hpp:21,html:[13,27,49],htod:36,http:[9,10,13,26,27,29,33,42,43,48,49,50,57],huber:9,huge:[9,33],huina:56,human:57,hyper:[9,34],hyperplan:13,i0601:54,i0706:57,i0719:57,i1117:36,iamfullaccess:42,iamusersshkei:42,ib0:37,ics:13,icwsm:56,id_input:[8,32],idea:[9,23],ident:[25,27,42,53],identifi:[32,34],identityoffsetproject:9,identityproject:9,ids:[8,9,34,52,54],idx:[20,34],ieee:56,ignor:[3,8,9,39,47],ijcnlp:56,illustr:[3,17,32,34,36,52],ilsvrc:50,imag:[3,12,13,16,23,25,28,41,42,44,45,48,50,51,57],image_a:23,image_b:23,image_classif:49,image_fil:23,image_lay:23,image_list_provid:50,image_nam:16,image_path:23,image_provid:49,image_reader_cr:23,image_s:50,imagenet:[19,51],imagepullpolici:42,imageri:9,images_reader_cr:23,imdb:53,imdber:56,img:[3,9,49],img_conv:10,img_featur:3,img_pool:10,img_siz:49,imgsiz:36,imgsizei:36,imgsizex:36,immedi:42,immutable_paramet:16,implement:[3,9,10,11,13,20,21,22,32,52,55],importerror:54,improv:[0,36,42,56,57],inbound:42,includ:[2,3,9,10,13,16,21,22,26,27,32,34,36,39,42,43,47,52,53,55,57],inconsist:53,incorrect:9,increas:[17,20,39,57],increment:39,incupd:34,inde:[13,23,27],independ:[9,52],index:[3,8,9,12,13,15,17,20,32,37,42,54],indexslot:[9,55],indic:[3,8,9,25,37,42,55],individu:[17,25,42],industri:17,infer:[1,16,17,21,26],infiniband:37,info:[8,9,13,34,37],infom:33,inform:[5,13,34,36,39,42,53,54,55,56,57],infrastructur:[42,48],ingor:39,ininst:16,init:[7,34,41,42,48,52,54,55],init_hook:[52,54,55],init_model_path:[38,39,41,47,52,55],initi:[3,5,7,9,13,20,32,34,39,47,48,52,55],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,48],inlcud:10,inlin:42,inner:34,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,23,25,32,34,41,47,48,49,50,52,54,55,56,57],input_data:34,input_data_target:34,input_featur:6,input_fil:[25,55],input_hassub_sequence_data:34,input_id:9,input_imag:[10,49],input_index:34,input_label:34,input_lay:34,input_nam:16,input_sequence_data:34,input_sequence_label:34,input_sparse_float_value_data:34,input_sparse_non_value_data:34,input_t:34,input_typ:[25,32,52,54],inputdef:34,inputlayers_:34,inputtyp:[3,13],insid:[8,9,17,23,27,42],inspir:47,instal:[27,30,33,37,43,49,50,54,55,56],instanc:[9,17,19,32,34,36,39,55],instance_ip:42,instanti:17,instead:[9,10,12,23,27,33,37,52,57],instruct:[27,29,36,52],int32:39,integ:[3,8,9,13,20,21,32,34,52,56],integer_valu:[3,13,52],integer_value_sequ:[3,13,32,52,55],integr:[26,55],intend:0,inter:[9,37],interact:[27,42],intercept:9,interest:[36,56],interfac:[1,5,7,9,10,20,37,42,49,54,56],interg:52,intergr:9,intermedi:55,intern:[9,10,13,15,42],internet:[17,56],interpret:[3,8,26,36],interv:56,intrins:26,introduc:[3,17,43,54,56],introduct:[4,48],invalid:23,invari:49,invok:[3,9,15,36,42,54],involv:48,iob:8,ioe:8,ips:42,ipt:[9,32],ipython:16,is_discriminator_train:48,is_gener:[9,47,48,57],is_generator_train:48,is_kei:54,is_loc:15,is_predict:[52,54,56],is_seq:[9,32,54],is_sequ:54,is_stat:7,is_test:[50,55,56],is_train:3,isn:36,isol:27,isspars:34,issu:[26,27,36],item:[9,13,15,23],iter:[9,10,11,13,15,16,17,23,49,55,56],its:[3,8,9,10,16,17,20,34,36,39,42,47,48,49,52,56,57],itself:[10,17],java:21,jeremi:36,jie:[55,56],jmlr:9,job:[5,13,38,39,41,50,52,54,55,56,57],job_dispatch_packag:37,job_id:13,job_mod:47,job_nam:42,job_namespac:42,job_path:42,job_workspac:37,jobpath:42,jobport0:42,jobport1:42,jobport2:42,jobport3:42,johan:56,join:17,joint:[47,57],jointli:[10,57],journal:[55,56],journei:27,jpeg:49,jpg:50,json:[37,42,43,54],jth:10,judg:57,jupyt:27,just:[3,6,8,9,10,13,20,25,33,37,41,42,47,49,54,55,56],jx4xr:42,jypyt:16,k8s_data:42,k8s_job:16,k8s_token:16,k8s_train:42,k8s_user:16,kafka:19,kaim:9,kaimingh:50,kebilinearinterpbw:36,kebilinearinterpfw:36,keep:[3,9,17],kei:[3,13,15,17,19,20,36,37,54,56],kernel:[9,36,52],key1:39,key2:39,key_pair_nam:42,keyid:42,keymetadata:42,keypair:42,keyserv:42,keystat:42,keyusag:42,keyword:3,kill:[17,42],kind:[2,3,16,17,25,42,43,48,52,54],kingsburi:55,kms:42,know:[3,10,16,20,25,34,36,42,54],knowledg:56,known:[48,56,57],kriz:[13,49],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:42,kubectl:43,kuberent:[17,42],kubernet:[16,17,35,37,44,45],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,52,54,55],l1_rate:7,l2_rate:7,l2regular:[49,52,56],label:[3,5,8,9,11,13,15,23,25,32,43,48,49,50,51,52,54,56],label_dict:55,label_dim:[9,52],label_fil:[23,55],label_lay:23,label_list:55,label_path:23,label_slot:55,labeledbow:56,labl:56,lag:39,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,41,47,55,56,57],larg:[12,13,55,56,57],larger:[3,7,8,9,37],last:[8,9,10,25,32,37,39,52,56,57],last_time_step_output:9,lastseen:43,late:56,latenc:[37,42],later:[26,33,42,52],latest:[9,17,27,33,43,56],latter:57,launch:[39,42,56],launcher:16,lawyer:53,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,23,25,32,35,38,39,47,48,49,50,52,54,55,56],layer_0:34,layer_attr:[9,32,41],layer_num:[41,50],layer_s:9,layer_typ:9,layerbas:34,layerconfig:34,layergradutil:34,layermap:34,layeroutout:9,layeroutput:[9,54],lbl:[8,49],ld_library_path:[26,29,37],lead:36,learn:[0,7,8,9,10,11,13,16,23,25,27,30,32,34,36,49,50,52,55,56,57],learnabl:9,learning_method:[25,47,49,52,54,56,57],learning_r:[7,25,47,49,52,54,56,57],leas:17,least:[8,9,17,26,53],leav:[3,42],lecun:13,left:[9,25,50],leman:57,len:[3,9,32,34,52,54,55],length:[9,10,13,32,39,43,56,57],less:[9,16,37,57],less_than:16,let02:43,let:[5,9,16,25,42,54],level:[7,9,37,39,48,54,56,57],lib64:[26,37,39],lib:22,libari:22,libcudnn:26,libjpeg:49,libpaddl:[21,22],libpaddle_capi:22,libpaddle_gserv:22,libpaddle_math:22,libpython:26,librari:[9,22,26,27,37,39,54],licens:55,life:17,like:[3,8,9,13,17,23,25,26,32,36,37,38,41,42,47,50,52,54,56,57],limit:[9,13,36,39],line:[2,3,5,8,13,25,33,35,36,37,41,42,47,49,50,54,55,56,57],linear:9,linearactiv:[9,25],linguist:55,link:[9,10,26,42,52,56],linux:[26,27,29,42,57],lipeng:47,lipton:56,list:[2,3,8,9,13,15,16,20,25,27,32,34,37,39,41,42,49,50,52,54,55,56,57],listen:39,literatur:56,littl:[2,3,39,52,56],lium:57,live:[17,27],liwicki:56,load:[2,3,5,9,16,17,25,39,42,50,54,55,56,57],load_featur:50,load_feature_c:50,load_feature_pi:50,load_missing_parameter_strategi:[38,39,41,47,55],load_uniform_data:48,loadparamet:5,loadsave_parameters_in_pserv:[38,39],local:[7,17,26,27,33,37,38,39,43,49,56],localhost:27,locat:[32,34,52,55],lock:[17,20],log:[3,20,33,34,37,39,42,43,49,54,55,56,57],log_barrier_abstract:39,log_barrier_lowest_nod:[38,39],log_barrier_show_log:[38,39],log_clip:[38,39],log_error_clip:[38,39],log_period:[39,41,43,48,49,52,54,55,56,57],log_period_serv:[38,39],logarithm:6,logger:3,logic:[3,37],login:27,longer:57,look:[3,25,37,38,42,43,48,52],lookup:52,loop:23,loss:[9,34,48,52,56,57],lot:38,low:9,lower:37,lowest:39,lpaddle_capi_shar:22,lpaddle_capi_whol:22,lst:54,lstm:[9,32,43,52],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:52,lstm_step:10,lstmemori:[10,32],lstmemory_group:9,ltr:9,lucki:25,mac:[22,26,27],machan:10,machin:[9,10,13,15,25,33,34,38,39,41,42,43,52,54,56,57],made:[3,17,25,32,53],mai:[3,9,23,27,33,36,42,53],main:[3,5,33,42,49,55,56],mainli:39,maintain:[9,20,42],major:[27,33,48,50,56,57],make:[3,16,17,20,23,26,27,33,34,36,37,42,49,52,54,56],male:53,malloc:34,manag:[17,33,37],manageri:53,mandarin:9,mani:[0,9,10,20,25,27,39,52,53,54,56],mannal:37,manual:33,manufactur:57,mao:56,map:[3,9,13,15,16,20,39,49,50,54],map_read:13,mapreduc:16,marcu:56,mark:[3,32,55],mark_slot:55,market:[25,53,56],martha:55,mask:[7,9],master:[16,24,33,39,56],mat:[21,22],mat_param_attr:10,match:36,math:[10,21,34,36],matirx:9,matplotlib:49,matric:[5,32,34],matrix:[8,9,10,13,15,21,22,32,34,38,41,50,55],matrixptr:34,matrixtyp:22,matter:3,max:[3,7,9,13,36,39,41,49,52,54],max_id:[9,15,52],max_job_id:13,max_length:[9,32],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,52],maxid_lay:52,maxid_printer_evalu:8,maxim:[9,57],maximum:[8,13,32,36,39,52,55,56],maxinum:12,maxpool:9,mayb:[9,10,49],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,23,25,32,36,37,39,41,42,47,48,49,50,52,54,55,56,57],mean_img_s:49,mean_meta:50,mean_meta_224:50,mean_valu:50,measur:[25,36],mechan:[9,10,32,42,56],media:56,meet:55,mem:9,member:[13,16],memcpi:36,memor:56,memori:[2,3,10,20,32,34,36,39,41,43,52,55,56,57],memory_nam:9,memory_threshold_on_load_data:39,mention:20,mere:10,merg:[33,39,47,57],mergedict:[47,57],messag:[25,39,43,54,56,57],meta:[37,49,50,52],meta_config:[37,54],meta_fil:54,meta_gener:[37,54],meta_path:49,meta_to_head:54,metadata:[42,43],metaplotlib:16,method:[3,9,11,15,27,34,36,39,41,52,54,56,57],might:[9,27,34,42],mileag:36,million:[13,41,53],min:[7,36,41,42,54],min_pool_s:3,min_word_freq:13,mind:37,mini:[3,9,13,15,17],mini_batch:23,minibatch:9,minibatch_data:13,minim:[3,11,25,39],minimum:9,minimun:39,minst:3,minut:[17,42,57],mirror:27,miss:[39,47,55],mit:42,mix:[10,32,55],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,32,55],mixedlayertyp:9,mkdir:[26,27,42],mkl:26,mkl_path:26,mkl_root:26,ml_data:[37,54],mnist:[3,5,19,23],mnist_provid:3,mnist_random_image_batch_read:23,mnist_train:[3,23],mnist_train_batch_read:23,mod:55,modal:55,mode:[9,39,48,49,50,54,56,57],model:[1,2,5,9,10,13,17,18,33,34,35,39,42,54,55,56],model_config:[5,48],model_list:[39,41,55,56],model_output:56,model_path:41,model_zoo:[47,50],modifi:[5,32,33,34,37,42],modul:[2,3,5,10,13,15,25,26,49,50,52,54,55],modulo:9,momentum:[7,25,52],momentumoptim:[25,49],mon:43,monitor:[52,56],mono:9,month:[52,57],mood:56,more:[2,3,5,8,9,10,13,16,17,20,23,25,27,32,34,36,37,41,43,49,52,55,56,57],morin:9,mose:[56,57],moses_bleu:57,mosesdecod:56,most:[3,5,9,13,16,23,25,32,34,36,38,54,55,56,57],mostli:[49,53],mount:[27,42,43],mountpath:[42,43],move:[9,17,20,36,42,54,56],movement:[36,56],movi:[3,13,56],movie_categori:13,movie_featur:54,movie_head:54,movie_id:54,movie_info:13,movie_meta:54,movie_nam:54,movie_review:13,movieid:53,movieinfo:13,movielen:51,moving_average_fract:9,mpi:37,mse_cost:[25,54],much:[9,17,23,36],mul:34,mulit:37,multi:[9,34,38,39,50,57],multi_binary_label_cross_entropi:9,multi_crop:50,multinomi:9,multipl:[8,9,10,13,16,20,27,32,34,39,41,42,48,52,54,56],multipli:[8,9,34,49],multithread:3,music:53,must:[3,6,8,9,10,23,26,27,32,33,34,37,39,41,42,57],my_cluster_nam:42,my_cool_stuff_branch:33,my_external_dns_nam:42,mypaddl:43,mysteri:53,name:[3,7,8,9,10,12,13,15,16,17,19,22,25,27,32,34,36,37,39,41,43,44,45,47,48,49,50,52,54,56,57],name_prefix:19,namespac:[21,27,34,43],nano:33,nativ:9,natur:[20,41,55,56],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:52,necessari:[3,9,26,34,37,52,56],necessarili:34,need:[3,9,10,13,16,20,25,26,27,29,32,33,34,37,38,39,41,42,43,48,49,50,52,54,55,56,57],neg:[3,8,9,52,55,56],neg_distribut:9,negat:55,neighbor:52,nest:[3,13],net:[9,10],net_conf:56,net_diagram:50,network:[2,3,5,7,8,9,11,13,14,15,16,17,23,25,27,34,36,37,39,47,56,57],network_config:41,networkadministr:42,neural:[3,5,9,10,11,13,15,16,17,25,36,39,47,48,50,56,57],neuralnetwork:9,neuron:[5,34,52,56],never:[13,23,42,43],newest:33,newtork:56,next:[9,13,17,32,34,36,39,42,43,55,56,57],nfs4:42,nfs:42,nfsver:42,nginx:27,ngram:13,nic:[37,38,39],nil:20,nine:[13,55],nlp:[3,9],nltk:13,nmt:57,nnz:34,no_cach:3,no_sequ:[3,54],noah:56,noavx:[27,29],node:[9,34,37,39,42,43,56,57],node_0:42,node_1:42,node_2:42,nodefil:37,noir:53,nois:[9,17,48],noise_dim:48,non:[9,17,34,39,42],none:[2,3,5,7,8,9,10,11,12,13,15,16,25,32,50,52],nonlinear:34,norm:48,norm_by_tim:9,normal:[3,5,9,10,13,29,32,34,37,39,43,47,48,50],normzal:50,north:49,notat:9,note:[3,5,7,9,10,12,15,16,20,23,26,36,39,41,42,47,49,54,56],notebook:27,noth:[6,15,39],notic:[32,34],novel:56,now:[0,3,9,17,25,27,33,39,42,48,54,55],np_arrai:13,nproc:26,ntst1213:57,ntst14:57,nullptr:34,num:[9,37,39,52,55,56,57],num_channel:[9,10,49],num_chunk_typ:8,num_class:[9,10,49],num_filt:[9,10],num_gradient_serv:[38,39],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,25,38,39,41,43,52,54,55,56,57],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,23,25,34,37,39,42,47,49,50,52,55,56,57],numchunktyp:8,numdevices_:41,numlogicaldevices_:41,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,23,25,26,48,50],numsampl:36,numtagtyp:8,numtimeout:20,nvcc:27,nvidia:[26,27,36,39],obj:[3,25,49,50,52,54],object:[3,5,7,9,10,11,13,15,16,21,36,48,49,50,52,55],observ:[11,25,34,36,57],obtain:[52,55,56],occup:[53,54],occur:[13,15,33],oct:43,odd:9,off:[22,27],offer:[5,55],offici:[27,42,49],offlin:[17,19],offset:[9,54],often:[37,52,57],ograd:34,old:[27,33,39],omit:52,on_init:3,on_travisexclud:26,onc:[3,9,17,20,27,33,34,42,52],one:[3,6,8,9,10,11,12,13,16,17,20,23,25,27,33,34,37,39,41,42,43,47,48,49,50,52,54,55,56,57],one_host_dens:54,one_hot_dens:54,onli:[2,3,5,8,9,10,12,13,15,16,20,25,26,32,33,34,36,38,39,41,42,43,47,50,52,53,56,57],onlin:[11,17,19,23],onto:42,open:[0,3,9,16,19,23,25,27,42,50,52,54,55],openbla:26,openblas_path:26,openblas_root:26,oper:[9,10,11,27,32,34,36,39,42,47,49,54],opinion:56,opt:[16,26],optim:[3,7,14,15,25,34,36,56],option:[3,8,9,16,25,33,34,37,41],order:[3,9,10,13,23,34,39,42,43,48,50,52,56,57],ordinari:56,oregon:42,org:[9,10,13,19,26,27,48],organ:[9,49,56,57],origin:[0,2,3,9,13,33,48,55,57],other:[3,8,9,10,13,17,26,27,29,32,33,41,42,43,47,48,49,50,52,53,54,55,56,57],otherchunktyp:8,otherwis:[2,9,13,16,17,23,32,37,41,54,57],our:[16,27,32,34,42,43,47,49,52,55,56,57],out:[9,15,16,20,25,32,36,39,42,43,49,56],out_dir:42,out_left:9,out_mem:32,out_right:9,out_size_i:9,out_size_x:9,outlin:40,outperform:55,output:[5,6,7,8,9,10,12,13,15,16,19,23,25,32,34,36,39,41,43,47,48,49,50,52,54,55,56,57],output_:[9,34],output_dir:50,output_fil:55,output_id:9,output_lay:[15,50],output_max_index:12,output_mem:[9,32],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:34,over:[2,9,10,16,33,34,36,52,55,56],overcom:56,overhead:36,overlap:34,overrid:[17,34],overview:20,owe:0,own:[27,33,37,42],pacakg:29,pack:27,packag:[3,13,20,27,28,42],pad:[32,52],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,21,22,25,26,27,28,29,33,34,35,36,37,39,41,42,48,49,52,54,55,56,57],paddle_error:[21,22],paddle_matrix:[21,22],paddle_matrix_cr:22,paddle_matrix_get_shap:21,paddle_matrix_shap:21,paddle_n:37,paddle_output:43,paddle_port:37,paddle_ports_num:37,paddle_ports_num_for_spars:37,paddle_pserver2:37,paddle_root:47,paddle_source_root:47,paddle_train:[22,24,37],paddledev:[42,43],paddlepaddl:[0,2,3,5,9,10,13,17,19,23,25,26,29,32,33,34,35,36,37,44,45,50,52,54,55,56],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[33,42,54],pai:27,pair:[8,55],palceholder_just_ignore_the_embed:47,palmer:55,paper:[9,47,48,50,55,56,57],paraconvert:47,paragraph:56,parallel:[36,39,41,42,43,57],parallel_nn:[7,38,39],param:[7,9,54],param_attr:[9,10,25,32],paramattr:[7,9,25,32],paramet:[2,3,5,8,9,10,11,12,13,14,18,23,25,34,35,41,48,49,52,54,55,56,57],parameter_attribut:9,parameter_block_s:[38,39],parameter_block_size_for_spars:[38,39],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:34,parameters_:34,parameterset:16,parametris:11,paramt:[42,47],paramutil:54,paraphras:57,paraphrase_data:47,paraphrase_model:47,paraspars:34,parent:34,pars:[5,13,41,42,48,54,55],parse_config:[5,48],parser:54,part:[3,25,32,33,34,36,48,52,54,55,56,57],parti:[36,54],partial:[9,48],participl:47,particular:36,partit:[17,19,42],pass:[3,9,13,15,17,23,25,33,34,36,37,39,42,43,48,49,52,54,55,56,57],pass_id:15,pass_idx:23,pass_test:48,passtyp:34,password:37,past:[16,27,42],path:[2,3,8,13,15,17,20,23,25,26,32,37,39,41,42,43,47,49,50,52,55,56,57],pattern:[13,17,21,25,42,54,56],paul:55,paus:17,pave:57,pdf:[9,10],pem:[16,19,42],pend:[17,20],penn:55,per:[9,13,17,23,39,49,52],perfom:[39,41],perform:[2,9,10,25,32,33,34,35,37,38,48,49,52,56,57],period:[2,17,39,52,54,55,56,57],perl:[56,57],permiss:42,peroid:9,persist:42,persistentvolum:42,persistentvolumeclaim:42,person:16,perspect:36,perturb:34,pfs:19,pfsclient:19,pgp:42,phase:25,photo:49,pick:[3,42],pickl:54,pictur:52,piec:[9,10,25],pillow:49,pip:[26,33,37,49,54],pipe:53,pipelin:55,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,34,36,37,50,57],placehold:[25,47],plai:[55,56],plain:[2,8,9,15,22],plan:[17,34],platform:[0,25,42],pleas:[3,5,7,9,10,11,16,17,20,23,26,27,28,32,33,34,42,47,49,52,54,55],plot:[16,49],plotcurv:49,png:[49,50],pnpair_evalu:8,pnpairvalidationlay:39,pnpairvalidationpredict_fil:38,pod:[19,42,43],pod_nam:42,point:[17,25,36],polar:[13,56],polici:42,polit:56,poll:56,poo:49,pool3:34,pool:[3,10,14,49,52,54],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:52,pooling_typ:[9,52],poolingtyp:12,popular:[25,50],port:[27,37,38,39,42,43],port_num:38,ports_num:39,ports_num_for_spars:[38,39,41],pos:[54,56],pose:17,posit:[3,8,9,13,52,55,56,57],positive_label:8,possibl:[16,20,33,36,48],post1:26,potenti:36,power:[52,57],practic:[9,25,32,34],pre:[3,9,10,13,16,27,42,43,47,49,55,56,57],pre_dictandmodel:47,precis:[8,26],precision_recall_evalu:8,pred:[52,55],predefin:56,predetermin:[9,39,57],predic:[13,55],predicate_dict:55,predicate_dict_fil:55,predicate_slot:55,predict:[3,4,8,9,11,15,25,32,37,39,47,52,57],predict_fil:39,predict_output_dir:[38,39,52],predict_sampl:5,predicted_label_id:52,predictor:54,predin:49,prefer:56,prefetch:34,prefix:[17,19,42],pregrad:34,preinstal:26,premodel:47,prepar:[5,44,52],preprcess:56,preprocess:[13,32,37,43,56],prerequisit:26,present:[16,50,55,57],pretti:25,prev_batch_st:[38,39],prevent:[2,11,16,17,20],previou:[9,10,17,34,39,42,55,57],previous:[9,43,50],price:[13,25],primarili:56,principl:16,print:[7,15,16,25,32,39,47,52,54,55,56,57],printallstatu:36,printer:8,printstatu:36,prite:8,privat:22,privileg:42,prob:[8,15,48],probabilist:[9,47],probability_of_label_0:52,probability_of_label_1:52,probabl:[8,9,15,32,33,50,52,55],problem:[5,9,11,16,52,55,56],proc:27,proc_from_raw_data:52,proce:[13,17,23,42],procedur:[47,55,57],proceed:[9,55],process:[2,3,5,7,9,10,16,19,20,25,27,32,37,39,41,42,43,47,49,50,52,54,55,56,57],process_pr:52,processdata:[49,50],processor:36,prod:27,produc:[10,13,17,23,27,50,52],product:[0,27,34,42,52,56],productgraph:43,profil:26,proflier:36,program:[2,13,16,19,23,27,36,37,39],programm:53,progress:[17,20,39],proivid:3,proj:9,project:[9,10,22,26,32,34,54],promis:[9,10],prompt:33,prone:16,prop:55,propag:[11,39,41],properli:52,properti:[3,39],propos:57,proposit:55,protect:34,proto:12,protobuf:26,protocol:39,prove:52,proven:57,provid:[0,9,13,16,25,27,32,36,37,42,47,48,49,50,53,56],providermemory_threshold_on_load_data:38,provis:42,provod:3,prune:9,ps_desir:17,pserver:[37,38,39,42],pserver_id:18,pserver_num_thread:[38,39],pserverstart_pserv:38,pseudo:16,psize:34,ptr:22,pull:[24,27,47,57],punctuat:56,purchas:52,purpos:[0,17,36],push_back:34,put:[17,27,34,37,43,52],pvc:42,pwd:27,py_paddl:[5,13,48],pydataprovid:[2,3,52],pydataprovider2:[4,5,25,32,52,54,56],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,21,24,25,26,33,37,47,48,49,55,56,57],pythonpath:49,pzo:56,qualifi:26,qualiti:52,queri:[9,42,57],question:[9,16,42,55],quick:[39,43,51,57],quick_start:[42,43,44,52],quick_start_data:43,quickli:25,quickstart:43,quit:36,quot:53,rac:9,rais:13,ramnath:56,ran:36,rand:[36,39,41,48,55],random:[3,7,9,13,19,23,25,39,48,49,55],random_imag:19,randomli:56,randomnumberse:38,rang:[3,9,13,19,23,39,41,49,53,55],rank:[9,16,42,50,52],rare:3,rate:[7,8,11,13,34,37,49,52,54,56,57],rather:[5,42,56],ratio:39,raw:[9,25,52,56],raw_meta:54,rdma:[26,39],rdma_tcp:[38,39],reach:[17,36,55],read:[2,3,13,15,16,17,19,23,25,32,37,42,50,52,54],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,57],reader_cr:19,reader_creator_bool:23,reader_creator_random_imag:[13,23],reader_creator_random_image_and_label:[13,23],readi:[17,25,42,43,49],readm:[22,53,54,56],readonesamplefromfil:3,readwritemani:42,real:[3,23,25,48],realist:16,reason:[10,16,17,27,43],rebas:33,recal:8,receiv:17,recent:57,reciev:39,recogn:49,recognit:[3,9,50,56],recommand:3,recommend:[2,10,16,27,32,34,37,39,54],recommonmark:26,recompil:36,record:[20,42,54,55],recordio:[16,19,20],recov:[17,25,48],recoveri:20,rectangular:9,recurr:[55,56],recurrent_group:[10,32],recurrentgradientmachin:22,recurrentgroup:8,recurrentlay:39,recv:42,reduc:[11,37,39,41],refer:[2,5,7,9,10,11,17,20,32,34,37,43,47,49,52,54,57],referenc:[9,20],reflect:20,regard:55,regardless:57,regex:54,region:[36,55],regist:[34,36],register_gpu_profil:36,register_lay:34,register_timer_info:36,registri:[27,43],regress:51,regular:[7,34,42,49,52,56],rel:[2,10,37],relat:[3,17,27,29,43,54,56],relationship:[13,25,48],releas:[24,26,27,29,42,53,55],relev:[55,57],reli:26,reliabl:17,relu:[9,34],remain:52,rememb:9,remot:[7,33,34,37,39,41,42],remoteparameterupdat:39,remov:[13,37,39,56],renam:57,reorgan:9,replac:[20,27,56],repo:33,report:[20,36,37],reportdataset:20,repositori:33,repres:[3,5,9,13,20,32,34,42,49,52,53],represent:[52,56],reproduc:57,request:[17,24,42,43,47,57],requir:[2,8,9,16,17,34,37,42,43,48,49,52,54],requrest:33,res5_3_branch2c_bn:50,res5_3_branch2c_conv:50,res:55,research:[9,13,49,53,56],resembl:56,reserv:3,reserveoutput:34,reset:[9,17],reshap:23,reshape_s:9,residu:50,resnet:51,resnet_101:50,resnet_152:50,resnet_50:50,resolv:[33,43],resourc:[27,42],respect:[3,25,32,34,39,49,50,55,57],respons:[9,42,43],rest:[3,9,25],restart:[17,42,43],restartpolici:[42,43],restrict:39,resu:23,result:[5,6,8,9,15,20,32,36,39,42,49,50,52,54,55,56],result_fil:[8,32],ret_val:54,retir:53,retran:42,retriev:[34,43],return_seq:10,reuqest:24,reus:[23,34],reveal:16,revers:[9,10,32,55,56],review:[13,33,43,52,56],reviews_electronics_5:43,revis:52,rewrit:57,rgb:9,rgen:56,rho:11,rich:25,right:[3,9,50],rmsprop:52,rmspropoptim:54,rnn:[9,10,35,38,52,56],rnn_bias_attr:32,rnn_layer_attr:32,rnn_out:32,rnn_step:9,rnn_use_batch:[38,39],rnnlm:13,robot:49,role:[13,16,20,32,42,51,56],roman:56,romanc:53,root:[11,12,37,42,43],root_dir:37,rot:9,roughli:[3,48],routin:54,routledg:56,row:[5,8,9,13,34,50],row_id:9,rpc:20,rpcserver:20,rsize:42,rtype:[9,54],rule:[34,42],run:[16,17,27,33,34,35,36,39,42,44,45,47,49,50,52,54,56,57],runinitfunct:36,runtim:[2,3,26,27,37],s_fusion:54,s_id:54,s_param:48,s_recurrent_group:32,sacrif:2,sai:[25,39,41],sake:34,sale:53,same:[3,5,8,9,10,16,20,32,37,41,42,47,52,54,55,56,57],samping_id:9,sampl:[3,5,8,13,37,39,41,47,48,50,52,54,55,56,57],sample_dim:48,sample_id:8,sample_num:8,santiago:56,satisfi:[37,42,52],save:[3,9,13,17,19,20,25,39,41,42,43,49,50,52,54,55,56,57],save_dir:[25,39,41,43,48,49,52,54,55,56,57],save_only_on:[38,39],saving_period:[38,39],saving_period_by_batch:[38,39,41,52],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,50,53,54],scalingproject:9,scan:20,scatter:9,scenario:[25,38],scene:38,schdule:42,schedul:[20,42,48],scheduler_factor:7,schema:47,scheme:[8,55],schmidhub:56,schwenk:57,sci:53,scienc:56,scientist:[0,53],score:[8,9,54,56,57],screen:54,scrip:52,script:[5,13,37,42,49,50,52,55,56,57],seaplane_s_000978:49,search:[9,17,26,32,39,55,57],seat:57,second:[3,9,13,16,23,25,27,33,37,47,50,52,53,54,56],secret:42,section:[3,32,34,37,42,52],sed:56,see:[3,5,9,10,16,17,25,27,33,36,42,47,48,50,52,54,56,57],seed:[36,39],segment:8,segmentor:47,sel_fc:9,select:[9,33,42,53,57],selectiv:9,selector:43,self:[25,34,53,56],selfnorm:9,semant:[13,16,24,32,51,56],semat:16,sen_len:55,send:[17,39,42],sent:[16,43],sent_id:32,sentenc:[3,9,13,32,52,55,56,57],sentiment:[3,25,51,52,55],sentiment_data:56,sentiment_net:56,sentimental_provid:3,separ:[3,8,39,47,52,53,54,55,57],seq:[9,13,54],seq_pool:9,seq_text_print:8,seq_to_seq_data:[47,57],seq_typ:[3,13,54],seqtext_printer_evalu:[8,32],seqtoseq:[9,32,47,57],seqtoseq_net:[9,32,47,57],sequel:3,sequenc:[3,6,8,9,10,12,13,34,47,52,54,55,56,57],sequence_conv_pool:52,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,32,52,55],seri:[10,56],serial:[3,15,20],serv:[27,36,42,48],server:[16,27,34,37,38],serverless:17,servic:[27,53],session:[27,36],set:[2,3,5,7,8,9,10,13,15,16,17,25,26,27,29,32,34,35,36,37,38,39,41,42,43,47,49,50,52,53,54,55,56,57],set_active_typ:34,set_default_parameter_nam:7,set_drop_r:34,set_input:9,set_siz:34,set_typ:34,setp:42,settup:34,setup:[3,27,34,52],sever:[3,9,37,41,42,51,52,54,55,56,57],sgd:[11,15,16,17,37,48,56,57],sgdasync_count:38,shallow:55,shape:[9,15,50],shard:[17,18,19,20,42],share:[9,22,26,27,36,39,43,55],shared_bia:10,shared_bias:9,shared_ptr:[21,22],shell:[42,50],shift:50,ship:49,shold:56,shop:56,shorten:9,shorter:50,should:[3,5,8,9,13,15,16,23,25,29,32,33,37,42,49,52,54,55,56,57],should_be_fals:16,should_be_tru:16,should_shuffl:[3,55],shouldn:33,show:[5,11,13,17,25,33,39,42,43,47,50,52,54,55,56,57],show_check_sparse_distribution_log:[38,39],show_layer_stat:[38,39],show_parameter_stats_period:[38,39,41,43,52,55,56,57],shown:[3,8,9,16,32,34,36,42,48,49,50,52,54,56,57],shrink:34,shuf:54,shuffl:[3,13,54,56],sid:42,side:[9,15,50],sig:42,sigint:37,sigmoid:[9,10,34],sign:42,signal:37,signatur:42,signific:36,similar:[9,23,42,52,54],similarli:[9,55],simpl:[2,3,6,8,9,10,13,15,26,27,33,36,39,52,54,55,56],simple_attent:32,simple_gru:52,simple_lstm:[9,52],simple_rnn:[9,32],simplest:42,simpli:[2,9,16,26,27,32,33,36,47,50,54,56,57],simplifi:[16,34,43],simultan:42,sinc:[9,17,20,23,25,27,36,42,48,52,53,57],sincer:[33,56],singl:[3,8,10,13,17,27,34,37,43,50,52,55,57],site:42,six:[47,55,57],size:[3,8,9,10,11,13,17,19,23,25,32,34,37,39,48,49,50,52,53,54,55,56,57],size_a:9,size_b:9,size_t:34,sizeof:47,skill:57,skip:[23,25,37,42,50],slide:[9,11,13,17],slightli:49,slope:9,slot:[54,55],slot_dim:54,slot_nam:54,slottyp:54,slow:[3,36],small:[3,13,34,37,39,49,57],small_messag:[38,39],small_vgg:49,smaller:[9,17],smith:56,smooth:9,snap:43,snapshot:[18,42],snippet:[32,34,36,42,52],social:56,sock_recv_buf_s:[38,39],sock_send_buf_s:[38,39],socket:39,softmax:[9,10,16,32,34,47,52,55,56],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[32,52],softwar:[27,36],solv:[16,55],solver:57,some:[3,7,9,13,15,16,20,25,26,33,34,36,38,39,41,42,48,52,53,54,55,56,57],some_c_api_funct:22,some_inst:22,some_python_class:21,somecppclass:21,somedata:15,somegotyp:21,someth:[3,9],sometim:[11,23,36,56],soon:17,sophist:[25,34,37],sort:[9,13,39,42,54,56,57],sourc:[0,9,13,22,23,25,27,32,33,42,43,47,52,54,57],source_dict_dim:32,source_language_word:32,space:[8,27,32,36],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,34,37,39,42,52],sparse_binary_vector:[3,13,52],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:34,sparseprefetchrowcpumatrix:34,spatial:[9,49],speak:[32,57],spec:[42,43],specfii:39,speci:49,special:[9,26,47,52,57],specif:[2,41,49,52,54],specifi:[2,3,8,9,13,16,20,25,26,32,34,39,42,48,49,50,52,53,54,56,57],speech:9,speed:[10,27],spefici:50,sphinx:[21,26,27],sphinx_rtd_them:26,split:[3,9,37,41,42,47,50,52,55],split_count:42,sql:2,squar:[9,11,12,25],squarerootnpool:9,squash:57,srand:39,src:57,src_backward:32,src_dict:32,src_embed:32,src_forward:32,src_id:32,src_root:5,src_word_id:32,srl:[13,55],ssd:9,ssh:[27,37,42,43],sshd:27,ssl:26,sstabl:16,stabl:[24,42],stack:[25,42,52,55],stacked_lstm_net:56,stacked_num:56,stackexchang:9,stage:37,stake:57,stale:[17,33],stamp:36,standard:[7,47,49,55,56,57],stanford:[13,43],star:53,start:[9,15,17,20,25,27,32,33,36,37,39,46,47,51,54,57],start_pass:[38,39],start_pserv:39,startup:[17,42],stat:[26,36,39,55,56,57],state:[9,10,17,25,32,39,43,48,55,57],state_act:[9,10],statement:[34,42],staticinput:[9,32],statist:[9,39,52,55,56,57],statset:36,statu:[33,36,42,43],status:43,std:[21,22,34,39],stderr:37,stdout:37,step:[5,9,10,12,17,27,32,34,36,37,42,43,52,54,55,56,57],still:[20,50],stmt1482205552000:42,stmt1482205746000:42,stochast:[11,17,20],stock:56,stop:[9,27,37,39,43,54],storag:[42,43,49],store:[8,9,13,34,37,39,42,43,47,49,50,52,54,55,56,57],str:[15,41],straight:33,strategi:[3,12,17,39,55],street:[9,55],strength:48,strict:23,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,20,34,39,42,56],strip:[52,54,55],struct:[20,22],structur:[13,20,37,42,47,49,52,54,55,56,57],sts:42,stub:9,student:53,stuff:33,stun:3,style:[3,9,26,33],sub:[8,9,13,16,32,34,49,52,57],sub_sequ:3,subgradi:11,submit:[33,38,39,42],subnet0:42,subnet:[16,42],subobjectpath:43,subsequenceinput:9,subset:[34,57],substanti:50,substitut:57,succe:56,succeed:[20,43],success:[42,43,50,55],successfulcr:43,successfuli:56,successfulli:[50,54,56],successor:[39,57],sucessfulli:57,sudo:[26,29,42,49],suffic:[23,25],suffici:39,suffix:57,suggest:[9,36],suitabl:[33,39,49],sum:[9,11,18,32,34],sum_:9,sum_evalu:8,summar:[52,56],sumpool:9,support:[7,8,9,12,13,17,23,26,27,29,32,34,36,39,42,55],suppos:[25,34,52],sure:[33,34,42,49,56],survei:56,swap_channel:50,swig:[5,21,22,26],swig_paddl:[5,13,48],symbol:[9,22],sync:[17,33,39,48],syncflag:34,synchron:[11,17,20,37,39,42],syntact:55,syntax:[23,54],synthect:25,synthes:48,synthet:25,sys:50,system:[17,26,27,37,43,52,55,56,57],t2b:47,t_i:9,tab:[27,52],tabl:[3,9,50,52,57],tableproject:9,tag:[8,13,27,32],tagtyp:8,take:[3,5,8,9,10,16,32,34,36,42,43,48,55,57],taken:[3,55],tanh:[9,10,34],tanhactiv:32,taobao:56,tar:[26,42],tarbal:42,target:[9,13,15,32,47,52,57],target_dict_dim:32,target_dictionary_dim:9,target_language_embed:9,target_language_word:32,targetinlink:9,task:[3,8,9,25,32,41,47,50,55,56,57],task_queu:20,taskentri:20,taskqueu:20,tconf:56,tcp:[39,42],teach:52,tear:36,technic:17,technician:53,techniqu:[32,34],tee:[43,49,54,55,56,57],tell:[17,20,27,36,54],tellig:56,templat:[43,55],tempor:[9,52,55],term:[9,10,17,55,56],termin:43,terminolog:25,tese:2,tesh:55,test100:13,test10:13,test1:19,test:[2,3,9,13,15,16,22,23,24,26,27,29,33,36,37,38,47,49,50,52,53,57],test_all_data_in_one_period:[43,49,54,55,56],test_data:57,test_fcgrad:34,test_gpuprofil:36,test_layergrad:34,test_list:[3,25,49,52],test_part_000:56,test_pass:[38,39,41,57],test_period:[38,39,41],test_ratio:54,test_wait:[38,39],testa:16,testb:16,testbilinearfwdbwd:36,testconfig:34,tester:[54,57],testfcgrad:34,testfclay:34,testlayergrad:34,testmodel_list:38,testq:16,testresult:15,testsave_dir:38,testutil:34,text:[2,3,8,10,13,16,27,32,42,47,51,52,54,56],text_conv:52,text_conv_pool:54,text_fil:[13,56],tflop:36,tgz:[13,26],than:[3,5,7,8,9,10,17,26,27,32,34,37,42,50,55,56,57],thank:[0,47,57],thei:[3,16,17,25,27,32,34,36,37,38,42,50,56],them:[2,3,10,16,17,23,25,27,32,36,38,39,42,49,50,52,54,56,57],theori:36,therefor:26,therein:9,therun:50,thi:[2,3,7,8,9,10,11,13,15,16,17,20,23,25,26,27,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],thing:[3,25,32,33,36,54,55],think:16,third:[9,17,36,50,56],those:[17,50,55],thought:36,thread:[34,36,39,41,54,55,56,57],thread_local_rand_use_global_se:[38,39],threadid:41,threadloc:36,three:[3,8,9,17,23,25,32,39,48,50,56,57],threshold:[7,8,17,20,39,56],thriller:53,through:[5,9,17,20,32,34,36,37,47,48,49,56,57],throughout:52,throughput:36,thu:[3,9,25,34,42,57],tier:43,tight:26,time:[3,9,10,12,13,16,17,20,23,25,32,36,39,41,43,52,53,55,56,57],timelin:[9,36],timeo:42,timeout:[17,20],timer:26,timestamp:[9,18,53],timestep:[3,9],titil:54,titl:[13,33,53,54],tmall:56,todo:[8,10,13,17,20],toend:9,togeth:[3,9,10,13,15,32],token:[8,9,16,32,47,56,57],too:[13,27,29],tool:[27,32,33,42,56],toolchain:26,toolkit:[26,29],top:[8,50,55],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,49],total:[8,15,17,23,36,37,43,47,57],total_pass:23,touch:56,tourism:56,tourist:57,toward:25,tra:57,track:[17,20],tractabl:9,tradesman:53,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,20,32,34,35,36,38,44,45,50],train_conf:[47,57],train_config_dir:42,train_data:57,train_id:42,train_list:[3,25,49,50,52],train_part_000:56,trainabl:9,traindot_period:38,trainer:[3,5,16,18,19,20,25,34,37,39,41,48,52,55,56,57],trainer_config:[2,3,25,37,42,43,52,54,56],trainer_config_help:[3,25,34,49,52,54],trainer_count:[38,39,41,42,43,54,55,56,57],trainer_id:[39,42],trainerintern:[52,54,57],training_machin:48,trainingtest_period:38,trainonedatabatch:48,tran:[34,39],trane:3,transact:[17,20,56],transfer:[2,3],transform:[9,32,34,48,49,52,55],transform_param_attr:10,translat:[9,10,25,47,54,56,57],transpar:37,transport:39,transpos:[9,34,48],transposedfullmatrixproject:9,travel:3,travi:[26,33],treat:[9,32],tree:[9,33,39,57],trg:57,trg_dict:32,trg_dict_path:32,trg_embed:32,trg_id:32,trg_ids_next:32,triain:2,tricki:21,trivial:3,trn:52,truck:49,true_imag:23,true_label:23,true_read:23,truth:[8,9,52,57],tst:52,tune:[7,35,52,54,57],tuninglog_barrier_abstract:38,tupl:[3,9,13,15,23],ture:9,turn:[9,23,48],tutori:[27,32,33,34,36,37,42,43,44,45,50,52],tweet:56,twelv:57,twitter:56,two:[2,3,9,10,16,23,25,27,32,36,37,41,42,47,48,49,50,52,54,55,56,57],txt:[3,34,37,42,52,54,56],type:[3,8,9,10,12,13,15,16,17,20,21,22,23,25,27,32,34,39,41,42,43,49,50,52,54,55],type_nam:54,typedef:[21,22],typic:[5,8,27,36,56],ubuntu:[24,29],ubyt:23,uci:13,ufldl:9,uid:43,uint64:21,uint64_t:21,unbalanc:39,unbound:32,unconstrain:56,under:[20,25,26,27,42,53,56],underli:25,understand:[27,36,47,49,56],understudi:57,undeterminist:36,unemploi:53,unexist:55,uniform:[7,9,13,19,23,39,48],uniqu:[16,17,33,39,42],unique_ptr:34,unit:[9,10,25,26,27,32,33,55],unittest:22,unittestcheckgrad_ep:38,univ:57,unix:37,unk:[47,57],unk_idx:[52,55],unknown:9,unlabel:56,unlik:[55,56,57],unseg:9,unsup:56,unsupbow:56,until:[17,37,42,55],unus:54,unzip:54,updat:[7,9,17,20,26,34,37,39,41,56],update_equ:15,updatecallback:34,updatestack:42,upload:17,upon:[0,55],upstream:33,uri:42,url:[13,29,56],urls_neg:56,urls_po:56,urls_unsup:56,usag:[2,3,8,9,10,13,15,25,36,47,48,54],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,25,26,27,28,29,32,33,34,36,37,39,41,42,43,47,48,49,50,52,53,54,55,56,57],use_global_stat:9,use_gpu:[38,39,41,43,48,49,50,52,54,55,56,57],use_jpeg:49,use_old_updat:[38,39],use_seq:[25,54],use_seq_or_not:54,used:[2,3,5,8,9,10,11,12,13,15,16,17,23,25,28,29,32,34,36,37,38,39,41,42,47,49,50,52,54,55,56,57],useful:[2,3,9,10,32,34,41,52,55,56],usegpu:[34,48],useless:37,user:[2,3,7,9,10,13,15,16,19,20,23,25,27,33,37,38,39,42,50,52,55],user_featur:54,user_head:54,user_id:54,user_info:13,user_meta:54,user_nam:[19,54],usercert:19,userid:53,userinfo:13,userkei:19,usernam:[19,33],uses:[3,17,32,33,34,39,42,49,50,52,54,57],using:[2,3,5,7,9,10,13,16,17,20,23,25,27,32,33,34,36,39,41,42,43,47,48,49,50,52,55,56],usr:[26,37,39,42],usrdict:47,usrmodel:47,usual:[9,13,15,25,26,36,39,41,42,56],utf:47,util:[5,26,32,34,36,49,54,56],uuid:18,v28:9,valid:[23,42,50,56],valu:[3,5,7,8,9,11,12,13,15,17,25,32,34,39,41,42,48,49,50,55,56],value1:39,value2:39,value_printer_evalu:8,value_rang:13,vanilla:32,vanish:56,vari:[36,42],variabl:[3,9,13,16,25,26,29,34,37,42,43,56],varianc:[9,50],variant:27,vast:33,vector:[3,9,10,13,16,32,34,47,52,54,56,57],vectorenable_parallel_vector:38,verb:[13,55],veri:[3,9,12,20,32,36,49,52,56],verifi:[33,34],versa:26,version:[9,10,24,26,27,29,34,36,37,38,39,42,43,47,49,53,55,56,57],versu:16,vertic:[9,50],vgg:[10,49],vgg_16_cifar:49,via:[17,23,26,36,37,42,52],vice:26,view:9,vim:33,virtual:27,virtualenv:54,visibl:27,vision:49,visipedia:49,visual:[9,27,36],viterbi:55,voc_dim:52,vocab:56,volum:[27,43],volumemount:[42,43],volumn:42,voluntarili:53,vutbr:13,wai:[3,9,10,16,25,27,32,34,37,41,54,55,57],wait:[11,17,39],walk:[5,48],wall:55,want:[3,9,10,16,23,25,26,27,34,39,41,47,50,52,54,55,56],war:53,warn:9,warp:[9,36],watch:17,wbia:[42,50],web:27,websit:[49,52,55,56],wei:[55,56],weight:[8,9,10,11,32,34,39,41,49,50],weight_act:10,weightlist:34,weights_:34,weights_t:34,welcom:[54,56],well:[27,34,39,42,49,52],west:42,western:53,wether:9,what:[7,9,10,11,25,37,52,54],wheel:26,when:[2,3,7,8,9,13,15,17,20,29,32,33,34,36,39,41,42,43,47,48,49,55,56,57],whenev:54,where:[3,9,10,11,16,17,25,32,34,36,37,39,41,47,50,55,57],wherea:20,whether:[8,9,10,23,34,39,48,49,54,56,57],which:[0,2,3,5,8,9,10,11,13,16,17,19,20,23,25,29,32,34,36,37,39,41,42,48,49,50,52,53,54,55,56,57],whichev:48,whl:26,who:[47,50,53],whole:[3,8,13,21,22,42,43,52,53,54,57],whole_cont:54,whose:[3,9,13,17,32,54,55],why:[10,22],wide:55,width:[8,9,13,21,23,34,49,57],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,27,56],wise:9,with_avx:27,with_avxcompil:26,with_coveragecompil:26,with_doccompil:26,with_doubl:34,with_doublecompil:26,with_dsocompil:26,with_gpu:27,with_gpucompil:26,with_profil:36,with_profilercompil:26,with_pythoncompil:26,with_rdmacompil:26,with_style_checkcompil:26,with_swig_pycompil:26,with_test:27,with_testingcompil:26,with_tim:36,with_timercompil:26,within:[9,20,25],without:[8,9,17,23,37,56],wmt14:57,wmt14_data:57,wmt14_model:57,wmt:57,wmt_shrinked_data:13,woboq:27,won:[36,50],wonder:3,word:[3,8,9,13,32,41,51,54,55,56,57],word_dict:[52,55],word_dim:52,word_id:3,word_idx:13,word_slot:55,word_vector:52,word_vector_dim:[9,32,47],words_freq_sort:13,work:[3,5,13,16,17,23,26,32,33,34,36,37,39,42,43,52,54],worker:42,workercount:42,workflow:[27,33,42],workspac:[27,39,54],worri:25,wors:48,would:[15,17,23,27,37,42,48,52,55],wrap:55,wrapper:[10,36],writ:54,write:[3,13,16,17,23,27,32,33,35,37,42,49,54,55,57],write_lock:18,writelin:25,writer:[16,53],written:[54,56],wrong:[3,23],wsize:42,wsj:55,www:[9,13,49,57],x64:26,xarg:34,xgbe0:39,xgbe1:39,xiaojun:56,xrang:[23,25,34],xxbow:56,xxx:[16,50,57],xxxx:18,xxxxxxxxx:42,xxxxxxxxxx:42,xxxxxxxxxxxxx:42,xxxxxxxxxxxxxxxxxxx:42,xzf:26,y_i:9,y_predict:25,yaml:[42,54],yann:13,year:53,yeild:[15,49],yield:[3,13,16,19,23,25,32,52,54,55,56],you:[2,3,5,7,9,10,25,26,27,29,32,33,34,36,37,39,41,42,47,48,49,50,52,54,55,56,57],your:[3,9,16,26,27,34,36,37,41,42,52,56],your_access_key_id:42,your_secrete_access_kei:42,your_source_root:22,yum:26,yuyang18:[10,13],zachari:56,zeng:56,zero:[3,7,9,11,13,17,34,39,42,52],zhidao:47,zhou:[55,56],zip:[13,53],zone:42,zxvf:42},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","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":21,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":21,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":21,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":21,"\u4ec5\u4ec5\u4f7f\u7528void":21,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":21,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":22,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":22,"\u5206\u652f\u89c4\u8303":24,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":21,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":21,"\u539f\u56e0\u5217\u8868":21,"\u57fa\u672c\u8981\u6c42":21,"\u5b9e\u73b0":21,"\u5b9e\u73b0\u65b9\u5f0f":22,"\u5bfc\u51fac":21,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":21,"\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":22,"\u672f\u8bed":18,"\u6982\u5ff5\u89e3\u91ca":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":22,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":22,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":21,"\u7c7b":21,"\u7f16\u8bd1\u9009\u9879":22,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":21,"\u80cc\u666f":21,"\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":21,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":24,"case":41,"class":34,"function":47,"new":34,"paddle\u52a8\u6001\u5e93\u4e2d":21,"paddle\u53d1\u884c\u89c4\u8303":24,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":24,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":21,"return":23,AWS:42,Abs:6,DNS:42,EFS:42,For:43,KMS:42,Use:[41,43],Using:[27,33],With:27,about:0,access:42,account:42,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:42,address:42,addto:9,adversari:48,aggreg:9,algorithm:[17,52],analysi:56,api:[1,4,22,27],appendix:52,applic:4,approach:36,architectur:[32,52],argument:[23,38,41,52],asset:42,associ:42,async:39,attent:32,attribut:7,auc:8,avg:12,aws:42,background:25,basepool:12,batch:23,batch_norm:9,batch_siz:23,beam_search:9,between:16,bidirect:56,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:57,block_expand:9,book:27,brelu:6,bucket:42,build:[26,28,43],built:36,cach:3,capi:22,capi_priv:22,cento:26,check:[9,34,37],checkpoint:[17,18],chines:47,choos:42,chunk:8,cifar:13,classif:[8,49],classification_error:8,classification_error_print:8,clone:33,cloudform:42,cluster:[37,41,42],code:33,column_sum:8,command:[40,41,52,57],commit:[33,43],common:39,commun:39,compos:23,concat:9,concept:42,config:[4,41,54,55],configur:[14,32,35,37,42,52,54],conll05:13,connect:9,contain:[27,43],content:[22,36,42],context_project:9,contribut:33,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[49,52],core:42,cos_sim:9,cost:9,cpu:[27,41],creat:[23,33,42,43],creation:20,creator:23,credenti:42,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:23,dat:53,data:[9,13,17,23,25,32,42,43,47,48,49,52,54,55,56,57],datafeed:13,dataprovid:[3,4,39],dataset:[13,17,20,53,54,57],datatyp:13,date:33,debian:29,decayedadagrad:11,decor:23,defin:[42,52,56,57],delet:42,delv:49,demo:42,depend:26,deriv:34,descript:[39,48,53,55],design:[16,17,20,23],destroi:42,detail:[39,49],develop:[27,35],devic:41,dictionari:[23,47],differ:41,directori:42,dispatch:[17,20],distribut:[16,17,37,39,42],doc:[16,17,20,23],docker:[27,43],document:[27,46],dotmul_oper:9,dotmul_project:9,down:42,download:[26,42,43,47,50,54,57],dropout_lay:10,dylib:22,dynam:17,ec2:42,elast:42,embed:[9,47,52],entri:23,eos:9,equat:34,evalu:[8,25,54],evalutaion:57,event:[15,16],exampl:[16,22,47,48],exercis:49,exp:6,expand:9,extern:42,extract:[47,50,54,57],fault:17,featur:[50,53,54,55],field:54,file:[42,43,52,53,54],find:42,first_seq:9,fork:33,format:[17,52],from:[16,26,28],full_matrix_project:9,fulli:9,gan:48,gate:32,gener:[32,48,57],get:[30,43],get_output:9,github:33,gpu:[27,36,39,41],gradient:34,gradient_print:8,group:[9,42],gru:[10,39],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:29,hand:36,handler:[16,21],hook:33,how:[23,35,36],hsigmoid:9,huber_cost:9,iam:42,ident:6,identity_project:9,imag:[9,10,27,43,49],imagenet:50,imdb:[13,56],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[23,34,48],infer:[15,52],info:50,ingredi:16,init_hook:3,initi:[41,42],input_typ:3,inspect:42,instal:[26,28,29,42,52],instanc:42,integr:42,interfac:[13,17,23,50],interpol:9,introduct:[2,47,50,56,57],isn:23,job:[17,37,42,43],join:9,keep:33,kei:42,kill:37,kube:42,kubectl:42,kubernet:[42,43],label:55,lambda_cost:9,last_seq:9,lastest:33,launch:37,layer:[9,16,34,41],libpaddle_capi_shar:22,libpaddle_capi_whol:22,line:[40,52],linear:[6,25],linear_comb:9,list:[18,23],local:[41,42],log:[6,52],logic:20,logist:52,lstm:[10,39,55,56],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:23,master:[17,20],math:9,matrix:39,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:54,mini:23,minibatch:13,misc:10,mix:[9,41],mnist:[13,48],model:[3,4,14,16,25,27,31,32,37,41,47,48,49,50,51,52,57],modifi:43,momentum:11,movi:[53,54],movielen:[13,53,54],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:23,name:42,nce:9,need:[23,36],network:[10,32,41,48,49,50,52,54,55],neural:[32,49,52,54,55],neuralnetwork:25,nlp:[10,39],non:3,norm:9,nvprof:36,nvvp:36,object:[17,54],observ:[47,50],onli:[23,27],optim:[11,17,35,52],option:[26,47],outlin:38,output:[37,42],overview:52,packag:29,pad:9,paddl:[23,24,43],paddlepaddl:[16,27,28,42,46,47,57],pair:42,parallel_nn:41,paramet:[7,15,16,17,39,40,42,47,50],paraphras:47,pass:41,perform:[36,39],persist:20,pnpair:8,point:42,pool:[9,12],power:9,pre:33,precision_recal:8,predict:[5,49,50,54,55,56],prefetch:23,prepar:[25,32,37,42,47,48,49,54,56,57],preprocess:[47,49,52,54,57],prerequisit:37,pretrain:[47,57],print:8,privat:42,problem:25,process:17,profil:36,provid:[3,23,52,54,55],pull:33,push:33,pydataprovider2:3,python:[5,23,27,34,50,52,54],queue:[17,20],quick:52,randomnumb:39,rank:8,rank_cost:9,rat:54,rate:53,reader:[13,16,23],recoveri:17,recurr:[9,10,32,52],recurrent_group:9,refer:[3,36,55,56],region:42,regress:[25,52,54],relu:6,render:42,repeat:9,request:33,requir:[26,33],reshap:9,resnet:50,result:[37,43,57],retri:20,revis:[33,47],rmsprop:11,rnn:[31,32,39],role:55,rotat:9,route53:42,run:[37,43,55],sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:43,secur:42,selective_fc:9,semant:55,sentiment:[13,56],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:32,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,20,39,42],servic:42,set:40,setup:[26,42],sgd:39,share:16,shuffl:23,sigmoid:6,simpl:[25,32],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:23,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[26,28],span:26,spars:41,specifi:[41,47],split:54,spp:9,squar:6,squarerootn:12,stack:56,standard:52,stanh:6,start:[16,30,42,43,52],startup:43,store:17,structur:48,suffici:23,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:52,system:42,tabl:22,table_project:9,take:23,tanh:6,task:[17,20],tear:42,templat:42,tensor:9,test:[34,39,41,54,55,56],text:57,text_conv_pool:10,timer:36,tip:36,todo:[18,19],toi:48,toler:17,tool:36,train:[15,16,17,23,25,27,37,39,41,42,43,47,48,49,52,54,55,56,57],trainer:[15,17,42,54],tran:9,trans_full_matrix_project:9,transfer:52,tune:[36,39],tutori:[47,49,51,55,56,57],ubuntu:26,uci_h:13,unit:[34,39],updat:[16,33,42],usag:[23,27,35],use:23,user:[17,47,53,54,56,57],util:8,value_print:8,vector:39,verifi:42,version:33,vgg_16_network:10,visual:50,volum:42,vpc:42,warp_ctc:9,what:36,why:[23,36],wmt14:13,word:[47,52],work:27,workflow:57,workspac:37,wrapper:34,write:[34,52],yaml:43,your:33,zoo:[50,51]}})