Search.setIndex({docnames:["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/auto_gradient_check","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","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/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_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:["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/auto_gradient_check.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.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/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","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:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":63,"00186201e":4,"00m":47,"01852v1":8,"03m":47,"0424m":47,"0473v3":9,"055ee37d":53,"05d":60,"0630u":47,"06u":47,"0810u":47,"08823112e":4,"0957m":47,"0ab":8,"0rc1":33,"0rc2":33,"0th":68,"10007_10":67,"10014_7":67,"100gb":47,"100gi":53,"10g":26,"10m":47,"1150u":47,"11\u5b9e\u73b0\u4e86c":30,"11e6":54,"12194102e":4,"124n":47,"13m":54,"1490u":47,"15501715e":4,"1550u":47,"15mb":63,"1636k":68,"16mb":63,"16u":47,"173m":61,"173n":47,"1770u":47,"18ad":53,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":54,"197u":47,"1gb":47,"1st":[58,61,67,68],"202mb":68,"210u":47,"211839e770f7b538e2d8":9,"215n":47,"228u":47,"234m":61,"2520u":47,"252kb":63,"25639710e":4,"25k":63,"2680u":47,"27787406e":4,"279n":47,"27m":47,"285m":47,"2863m":47,"28m":47,"28x28":2,"2977m":47,"2cbf7385":53,"2nd":[8,67,68],"302n":47,"30u":47,"32777140e":4,"328n":47,"32u":47,"32x32":[12,60],"331n":47,"3320u":47,"36540484e":4,"365e":53,"36u":47,"3710m":47,"3768m":47,"387u":47,"38u":47,"3920u":47,"39u":47,"3rd":[65,67,68],"4035m":47,"4090u":47,"4096mb":50,"4279m":47,"43630644e":4,"43u":47,"448a5b355b84":54,"4560u":47,"4563m":47,"45u":47,"4650u":47,"4726m":47,"473m":54,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":50,"4yf":8,"50bd":53,"50gi":53,"51111044e":4,"514u":47,"525n":47,"526u":47,"53018653e":4,"536u":47,"5460u":47,"5470u":47,"54u":47,"55g":68,"5690m":47,"573u":47,"578n":47,"5798m":47,"586u":47,"58s":54,"5969m":47,"5delta":8,"6080u":47,"6082v4":8,"6140u":47,"6305m":47,"639u":47,"655u":47,"6780u":47,"6810u":47,"682u":47,"6970u":47,"6ce9":53,"6node":48,"6th":68,"704u":47,"70634608e":4,"7090u":47,"72296313e":4,"72u":47,"73u":47,"75u":47,"760u":47,"767u":47,"783n":47,"784u":47,"78m":47,"7eamaa":12,"7kb":54,"8250u":47,"8300u":47,"830n":47,"849m":47,"85625684e":4,"861u":47,"864k":68,"8661m":47,"892m":47,"901n":47,"90u":47,"918u":47,"9247m":47,"924n":47,"9261m":47,"93137714e":4,"9330m":47,"94u":47,"9530m":47,"96644767e":4,"983m":47,"988u":47,"997u":47,"99982715e":4,"99m":61,"99u":47,"9f18":54,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":33,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":33,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":30,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":29,"\u4e0d\u4f7f\u7528c":29,"\u4e0d\u4f7f\u7528swig":29,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":29,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":29,"\u4e0d\u5728":30,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":29,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":29,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":33,"\u4e0e\u53ef\u80fd\u6709\u7684":33,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":29,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":30,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":29,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":29,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":33,"\u4e2a\u6027\u5316\u63a8\u8350":33,"\u4e2d":[29,30],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":29,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":30,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":30,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":30,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":29,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":30,"\u4e5f\u4e0d\u751f\u6210":30,"\u4e66\u5199":29,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":29,"\u4ece":33,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":30,"\u4ed6\u662f\u5c06":30,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":29,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":29,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":29,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":29,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":30,"\u4f46\u4e0d\u66b4\u9732":30,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":33,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":33,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":30,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":29,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":29,"\u4f7f\u7528":[30,33],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":29,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":30,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":30,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":29,"\u4f7f\u7528c":30,"\u4f7f\u7528c99\u505a\u63a5\u53e3":29,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":29,"\u4f7f\u7528regress":33,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":29,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":29,"\u4f7f\u7528void":29,"\u4f8b\u5982":[20,29,30,33],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":29,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":29,"\u4f8b\u5982\u5bf9\u4e8epython":29,"\u4f8b\u5982c":29,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":29,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":29,"\u4f8b\u5982python\u7684":29,"\u4f9d\u6b21\u7c7b\u63a8":33,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":29,"\u4fee\u590d\u6240\u6709bug\u540e":33,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":33,"\u4fee\u590dubuntu":33,"\u4fee\u6539\u6210":33,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":33,"\u505a\u63a5\u53e3":29,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":30,"\u5176\u4e2d":[29,33],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":30,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":33,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":30,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":30,"\u5177\u4f53\u8bf7\u53c2\u8003":30,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":29,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":29,"\u518d\u57fa\u4e8e":33,"\u5199\u4ee3\u7801":29,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":30,"\u51fd\u6570\u547d\u540d":29,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":33,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":33,"\u5206\u652f\u4e2d":33,"\u5206\u652f\u4e3a\u5f00\u53d1":33,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":33,"\u5206\u652f\u4e3a\u7a33\u5b9a":33,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":33,"\u5206\u652f\u5408\u5165":33,"\u5206\u652f\u5408\u5165master\u5206\u652f":33,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":33,"\u5206\u652f\u540d\u4e3a":33,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":33,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":33,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":33,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":33,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":30,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":33,"\u52a8\u6001\u5e93":29,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":30,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":33,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":30,"\u5373\u4f7f\u7528":30,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":30,"\u5373\u4f7fc":30,"\u5373\u4f8b\u5982":30,"\u5373\u4fbfpaddl":30,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":30,"\u5373\u66b4\u9732":30,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":29,"\u53c2\u6570":29,"\u53c2\u8003":[27,29],"\u53cc\u5411\u9a8c\u8bc1":27,"\u53d1\u5e03\u5230dockerhub":33,"\u53d1\u5e03\u5230github":33,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":30,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":29,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":29,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":27,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":33,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":33,"\u540c\u65f6\u63d0\u8d77":33,"\u540d\u5b57\u4fee\u9970":29,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":33,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":29,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,29,30,33],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":29,"\u56fe\u50cf\u5206\u7c7b":33,"\u5728":[30,33],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":33,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":30,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":30,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":30,"\u5728\u7528\u6237\u4f7f\u7528c":30,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":33,"\u5728\u8fd9\u4e2a":33,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":29,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":33,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":30,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":30,"\u5728c":29,"\u5728c\u7684\u5934\u6587\u4ef6":29,"\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":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":30,"\u5747\u662f\u5728":30,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":29,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":29,"\u5982\u679c\u5931\u8d25":33,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":33,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":30,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":30,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":30,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":29,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":33,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":29,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":29,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":30,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":29,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":29,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":29,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":29,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":29,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":30,"\u5bf9\u4e8e\u6bcf\u79cdc":30,"\u5bf9\u6bd4":29,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":30,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":33,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":30,"\u5c06":33,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":29,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":33,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":33,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":29,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":30,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":29,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":29,"\u5e76\u5220\u9664":33,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":33,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":30,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":29,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":33,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":33,"\u5efa\u8bae":33,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":30,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":33,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":33,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":33,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":30,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":33,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":30,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":29,"\u5f97\u4f7f\u7528":29,"\u5fc5\u8981":30,"\u60c5\u611f\u5206\u6790":33,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":30,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":29,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":29,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[29,30],"\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":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":30,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":30,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":30,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":29,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":30,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[29,30],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":30,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u6570\u636e":27,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":29,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":29,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":29,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":33,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":33,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":29,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":27,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":29,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":30,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":29,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":30,"\u662f\u56e0\u4e3ac99\u652f\u6301":29,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u6307":30,"\u662f\u7528\u6237\u4f7f\u7528c":30,"\u662fc":30,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":30,"\u6700\u540e\u5220\u9664":33,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":29,"\u6709\u6807\u51c6\u7684":29,"\u6709\u7684\u65f6\u5019":29,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":33,"\u672c\u6587\u6863\u63cf\u8ff0paddl":30,"\u673a\u5668\u7ffb\u8bd1":33,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":29,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":29,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":30,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":33,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":29,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":33,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u5c06":33,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":33,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7248\u672c\u5206\u652f":33,"\u7248\u672c\u53f7":33,"\u7248\u672c\u53f7rc":33,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":33,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":29,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":29,"\u751f\u6210\u6587\u6863":29,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":29,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":27,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":30,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":30,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u901a\u8fc7c":30,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":29,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8epypi":33,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":29,"\u7684\u5934\u6587\u4ef6":29,"\u7684\u63a5\u53e3\u6837\u5f0f":29,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":29,"\u7684\u7f29\u5199":27,"\u7684\u89c4\u8303":29,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":29,"\u76ee\u5f55\u4e0b":30,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":29,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":30,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":29,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":29,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":29,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":33,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":33,"\u7b2c\u4e8c\u4e2a\u4e3a":33,"\u7b49":30,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":30,"\u7b49\u6587\u4ef6":30,"\u7c7b\u4f3c":30,"\u7c7b\u540d\u548cc":29,"\u7c7b\u578b":29,"\u7ea2\u697c\u68a6":58,"\u7ed3\u8bba":29,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":29,"\u7f16\u8bd1\u578b\u8bed\u8a00":29,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":33,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":33,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":33,"\u7f16\u8bd1c":30,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":33,"\u7f16\u8bd1ubuntu\u7684deb\u5305":33,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":30,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":29,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":30,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":29,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":29,"\u800c\u5bf9\u4e8egolang":29,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":29,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":30,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":29,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":30,"\u826f\u597d\u7684\u6587\u6863":29,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":30,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":29,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":29,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":30,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":33,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":33,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":33,"\u8bbe\u7f6e":30,"\u8bc6\u522b\u6570\u5b57":33,"\u8bcd\u5411\u91cf":33,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":33,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":30,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":33,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":30,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":30,"\u8fd9\u4e09\u4e2a\u5206\u652f":33,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":30,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":30,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":30,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":29,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":29,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":30,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":30,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":30,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":30,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\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":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":29,"\u8fd9\u662f\u56e0\u4e3a":29,"\u8fd9\u6837":30,"\u8fd9\u6837\u4fdd\u8bc1":33,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":29,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":33,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u901a\u5e38":30,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":30,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":33,"\u90a3\u4e48":30,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":29,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":29,"\u91cd\u547d\u540d\u6210":29,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":29,"\u9519\u8bef\u5904\u7406":29,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":29,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":29,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":30,"\u9700\u8981":20,"\u9700\u8981\u4fee\u6539build":33,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":30,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":33,"\u9700\u8981\u5f15\u7528":30,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":29,"\u9700\u8981\u6ce8\u610f\u7684\u662f":33,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":30,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":33,"\u9ed8\u8ba4256k":27,"\ufb01xed":68,"abstract":[34,45,50],"api\u4e2d\u4f7f\u7528":29,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":30,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":30,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":30,"api\u63a5\u53e3":27,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":30,"api\u65f6":30,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":30,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":30,"api\u66b4\u9732\u7684\u7c7b\u578b":30,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":30,"api\u7684\u5b9e\u4f8b":30,"api\u7684\u5b9e\u73b0\u7ec6\u8282":30,"api\u7684\u63a5\u53e3":30,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":30,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":30,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":30,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":30,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":33,"boolean":[8,28,29],"break":[17,63],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":33,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":33,"byte":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":29,"c\u6709\u6807\u51c6\u7684abi":29,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":29,"case":[8,21,30,32,36,38,42,45,47,51,53,59,63],"char":[23,65],"class":[4,5,6,7,8,10,11,12,14,15,29,34,35,49,60,67],"const":[21,23,31,34,35,45],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":30,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":30,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":30,"core\u6982\u5ff5":30,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":33,"deb\u5305\u7f16\u8bd1\u95ee\u9898":33,"default":[2,6,7,8,9,11,12,14,15,17,34,35,38,43,48,50,52,53,54,63,65,67,68],"enum":[21,23,35],"export":[37,60],"final":[8,9,16,36,37,44,45,67],"float":[2,6,7,8,10,12,35,36,45,47,52,58,61],"function":[2,4,8,9,10,12,15,18,22,23,24,26,31,32,34,35,36,42,45,47,48,50,59,60,63,66,67,68],"golang\u53ef\u4ee5\u4f7f\u7528":29,"golang\u7684":29,"h\u5e76\u4e0d\u56f0\u96be":29,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[2,4,7,8,15,17,34,36,42,47,53,58,59,60,61,63,67,68],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,29,30,32,35,45,52,63,66],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":29,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":33,"long":[1,8,9,12,38,47,66,67],"model\u505a\u5206\u652f\u7ba1\u7406":33,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[2,8,12,17,18,21,22,23,24,25,32,35,43,44,46,53,54,59,63,66,67],"note\u7684\u4e66\u5199":33,"null":[8,45,50],"org\u76ee\u524d\u9075\u5faa":33,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":29,"paddle\u4f7f\u7528git":33,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":29,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":29,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":33,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":33,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":33,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":33,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":29,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":30,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":29,"paddle\u7684c":30,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":30,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":29,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":30,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":29,"paddle_\u7c7b\u578b\u540d":30,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":30,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":33,"patch\u53f7\u52a0\u4e00":33,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":27,"pfsserver\u63d0\u4f9brest":27,"public":[12,34,35,45,48,53,54,67],"py\u4e2d":33,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":33,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":33,"return":[2,6,7,8,9,11,12,14,15,16,20,21,23,26,34,35,36,42,45,53,59,61,63,64,65,68],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[8,9,34,36,65,66,67],"static":[14,23,30,34,35,53],"super":45,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":29,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":29,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":29,"swig\u76f4\u63a5\u8bfb\u53d6c":29,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":29,"switch":[30,53,67],"tag\u4e3a":33,"throw":[16,53],"true":[2,6,7,8,9,11,12,14,15,21,32,35,36,42,45,50,52,53,61,65,66,67,68],"try":[10,17,18,21,22,23,32,34,43,47,59],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":30,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":33,"var":16,"void":[21,23,29,30,35,45],"wheel\u5305":33,"while":[1,2,6,12,25,31,32,34,38,42,50,59,63,67,68],AGE:[53,54],AND:65,ARE:65,AWS:[20,46,55,56],Age:64,And:[2,7,8,10,12,14,21,25,26,32,34,42,52,53,54,58,61,65,67,68],But:[2,8,9,12,16,34],EOS:8,For:[1,2,7,8,10,12,14,15,22,23,24,26,31,32,35,36,37,38,42,44,45,47,48,49,50,52,58,60,61,63,67,68],Going:67,Has:2,IDE:43,IDs:[12,25,63],Ids:63,Into:53,Its:[2,42,53,65],NMS:8,Not:[15,18,48],ONE:2,One:[7,9,14,16,25,34,42,45,50,59,63,67,68],Ops:35,PFS:27,QoS:54,THE:2,TLS:[15,27,53],That:[8,12,32,38,50,52],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,30,32,34,35,36,37,38,39,42,43,44,45,47,48,50,52,53,54,58,59,60,61,63,64,65,66,67,68],Their:[2,8,18],Then:[4,8,37,38,42,44,45,47,53,54,58,60,65,66,67],There:[7,8,12,14,15,17,18,23,25,26,28,31,34,36,38,47,53,59,60,61,62,63,65,68],These:[7,35,48,52,60,66],USE:65,USING:65,Use:[2,7,12,15,28,32,38,45,47,50,51,53,65],Used:9,Useful:2,Using:[18,34,43,54,67],VMs:43,VPS:53,WITH:44,Will:[12,14],With:[2,8,9,36,59,66],YES:26,Yes:[38,43],___fc_layer_0__:53,__doc__:35,__file__:26,__gradient_machines__:14,__impl__:35,__init__:45,__main__:61,__meta__:65,__name__:61,__param_conf__:14,__rnn_step__:42,__tmp_params__:14,_binari:17,_error:59,_librari:17,_link:9,_proj:8,_res2_1_branch1_bn:61,_source_language_embed:[42,58],_target_language_embed:[42,58],_test:17,aaaaa:20,aaaaaaaaaaaaa:53,abc:8,abl:[8,15,59,67],about:[4,8,9,17,26,28,34,35,36,47,49,50,53,66,67,68],abov:[2,4,7,8,15,17,18,22,35,36,38,43,44,47,53,54,59,61,63,66],abs:[8,9,16,59],abs_numeric_grad:16,absolut:[1,48],academ:64,acceler:[19,52],accept:[2,4,6,8,12,15,32,63,66],acceptor:66,access:[1,8,9,15,17,22,25,26,42,68],accessmod:53,accident:64,accomplish:38,accord:[1,2,7,8,16,23,48,49,50,52],accordingli:[4,7,8,45],accordingto:66,accrod:9,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:[7,45,63,64,67],achiev:[47,60],ack:50,acl:67,aclimdb:67,across:[8,12],act:[8,9,36,42,63],act_output:35,act_typ:63,action:[53,64],activ:[4,9,13,17,35,36,37,42,45,50,63,67],activi:9,actual:[2,21,35,36],adadelta:63,adagrad:63,adam:[15,23,63,67,68],adamax:63,adamoptim:[58,63,67,68],adapt:[7,10,14,36,67,68],add:[2,8,9,12,16,17,21,25,34,36,37,43,44,45,47,52,63,65],add_depend:17,add_execut:17,add_input:45,add_test:[17,45],add_to:8,add_unittest_without_exec:45,addattr:35,addbia:45,addcom:35,added:[2,7,14,44,45],adding:61,addinput:35,addit:[8,9,38,63],addr:18,address:[18,23,38,47,50],addrow:45,addtion:48,addtolay:8,addtyp:35,adject:67,adjust:36,admin:64,administr:[25,43],adopt:66,advanc:[16,42,47,50],advantag:[16,67],adventur:64,adverb:67,adversari:32,advic:47,affect:8,afford:22,afi:2,aforement:[17,48],after:[8,9,12,17,22,23,25,28,31,37,38,42,44,45,48,50,52,53,54,59,60,61,63,65,66,67,68],again:[15,18,47],against:53,age:[12,65],agg_level:8,aggreg:53,ago:17,aid:47,aim:[67,68],aircraft:68,airplan:60,aistat:8,alex:[8,67],alexnet_pass1:52,alexnet_pass2:52,algorithm:[8,10,22,36,42,58,60,67,68],alia:[5,6,8],align:[8,9,12,68],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,35,36,38,42,43,44,45,47,48,49,50,52,53,54,58,59,61,63,64,65,66,67,68],alloc:[6,23,26,45,52],allow:[15,23,38,44,45,47,50,53,63],allow_only_one_model_on_one_gpu:[49,50,52],almost:[36,43,48,58],along:67,alpha:17,alreadi:[17,18,34,38,47,48,50,53,54,67],alreali:[49,68],also:[1,2,8,9,12,15,17,21,24,31,32,34,35,37,38,42,43,45,47,48,54,59,60,61,63,66,67],although:36,alwai:[4,8,9,14,17,32,36,50,53,68],amaz:60,amazon:[53,54,63,67],amazonaw:53,amazonec2fullaccess:53,amazonelasticfilesystemfullaccess:53,amazonroute53domainsfullaccess:53,amazonroute53fullaccess:53,amazons3fullaccess:53,amazonvpcfullaccess:53,ambigu:[32,66],amd64:[37,53],american:60,among:[53,67],amount:[47,67],analysi:[36,47,62,66],analyz:[63,67],andd:53,ani:[1,2,8,9,12,15,17,18,23,25,26,32,43,47,53,63,65,68],anim:64,annot:66,annual:66,anoth:[2,8,14,15,26,34,35,38,43,50,53,66,67],ans:53,answer:[36,53,66],anyth:[12,32,44,53,66],api:[12,14,15,17,23,24,26,27,31,33,37,45,47,53,57,59,63,65,67],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:65,api_trainer_config_helpers_lay:42,api_trainer_config_helpers_layers_context_project:65,api_trainer_config_helpers_layers_cos_sim:65,api_trainer_config_helpers_layers_data_lay:65,api_trainer_config_helpers_layers_embedding_lay:65,api_trainer_config_helpers_layers_fc_lay:65,api_trainer_config_helpers_layers_pooling_lay:65,apiserv:53,apivers:[53,54],apo:68,appar:68,appear:66,append:[2,14,32,42,45,48],append_gradient_machin:14,appleclang:37,appleyard:47,appli:[8,34,42,45,60,63],applic:[38,47,53,54,67],applyl1:21,appreci:[44,67],approach:[8,31],apt:[37,60],arbitrari:8,architectur:[58,66,67,68],architecur:67,archiv:[12,29,30],arg:[2,7,9,35,36,49,59,60,61,63,66,67],arg_nam:8,argu:66,argument:[2,4,8,12,21,22,31,42,45,50,51,58,59,60,61,65,66,67,68],argv:61,arn:53,around:[2,8,25,53],arrai:[4,6,8,12,14,23,32,36,61],art:[36,66],articl:[43,44,48,54],artifact:53,artifici:59,artist:64,arxiv:[8,9,59,67],as_row_vector:8,ask:[18,25,43],aspect:67,assign:[7,8,22,50,53],associ:[31,66,67,68],assum:[7,8,42,52,58],assur:1,astyp:[32,59],asyc:18,async:[18,49],async_count:50,async_lagged_grad_discard_ratio:50,async_lagged_ratio_default:[49,50],async_lagged_ratio_min:[49,50],asynchron:[18,50],atla:37,atlas_root:37,attenion:9,attent:[8,9,38,68],attitud:67,attr1:8,attr2:8,attr:[6,8,9,35,42],attr_map:35,attribut:[2,8,9,13,34,35,45,58,66],attrproto:35,attrtyp:35,attrvalu:35,auc:49,aucvalidationlay:50,authent:53,author:[27,53,61],authorized_kei:48,auto:[21,29,34,45,47,62,65],autom:[53,68],automak:37,automat:[8,15,23,35,37,38,42,44,45,48,49,50,53,65,66,68],automaticli:8,automobil:60,avail:[18,23,37,53],averag:[7,8,11,22,50,61,63,65,66,67,68],average_test_period:[49,50,66],average_window:67,averagepool:8,avg:[47,63],avgcost:[63,65,67,68],avgpool:[8,63],avoid:[16,18,31,47],avx:[37,38,44],await:54,awar:[15,38,43,53],aws:27,aws_account_id:53,awsaccountid:53,awskeymanagementservicepowerus:53,b2t:58,b363:54,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:54,ba5f:53,back:[2,18,38],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,31,42,45,50,52],backward_first:42,backward_op:16,backwardactiv:45,bag:[63,67],baidu:[36,54,58],baik:58,balanc:[50,53,59],balasubramanyan:67,bank:66,bardward:9,bare:54,barrier:50,barrierstatset:47,base:[7,8,11,12,15,22,36,42,43,45,47,48,50,53,58,59,63,65,67,68],baseactiv:9,baseev:14,basematrix:45,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[38,43,44,53,54],bashrc:37,basic:[2,8,14,38,44,45,63,64,67],batch:[2,8,9,10,12,14,15,18,20,21,45,48,50,53,54,59,60,61,63,65,66,67,68],batch_0:61,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,32],batch_siz:[2,12,36,48,58,59,60,63,65,67,68],batchsiz:[8,45],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:33,beam:[8,42,50,66,68],beam_gen:[8,42],beam_search:[14,42],beam_siz:[8,42,49,50,52],beamsiz:68,becaus:[4,7,8,12,15,16,17,18,23,31,32,34,42,43,45,52,53,60,63,66],becom:[34,47],been:[2,17,22,37,43,60,63,66,67,68],befor:[4,8,9,18,25,28,31,32,38,44,48,53,60,67,68],begin:[4,7,8,21,23,28,45],beginiter:[14,15],beginn:42,beginpass:[14,15],begintrain:15,behavior:47,being:[25,32,59],belong:[8,34,68],below:[2,8,18,23,31,32,42,45,47,48,53,59,60,63,65],benefit:[9,25,26],bengio:8,bertolami:67,besid:[1,8,12,68],best:[8,17,37,38,43,50,63,65,67,68],best_model_path:66,besteffort:54,beta1:10,beta2:10,beta:61,better:[8,9,17,36,48,53,59,65],between:[7,8,10,14,17,18,23,30,31,34,36,53,59,63,64,67,68],bgr:61,bi_gru:9,bi_lstm:9,bia:[8,9,10,42,45,61],bias:[8,45],bias_attr:[8,9,36,42],bias_param_attr:9,biases_:45,biasparameter_:45,biassiz:45,bidi:54,bidirect:[8,9,42,66,68],bidirectional_lstm_net:67,big:47,bigger:18,biggest:67,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:47,bin:[37,38,48,53,54,65],binari:[2,7,8,12,17,26,43,47,53,58,63,67],bind:34,bird:60,bison:37,bit:63,bitext:68,bla:37,blank:[8,53],block:[8,19,21,23,36,45,47,50,61,67],block_i:8,block_x:8,blog:67,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:67,book:[12,42],bool:[2,6,7,8,9,11,12,14,35,45,50,52,63,67],boot:[8,42],boot_bia:8,boot_bias_active_typ:8,boot_lay:42,boot_with_const_id:8,bootstrap:37,bos_id:[8,42],both:[5,6,8,9,15,17,18,25,38,42,45,47,53,59,61,63],bottleneck:[47,61],bottom:[14,67],bound:8,boundri:7,bow:[63,67],box:[8,47],brain:25,branch:[8,15,17,33],breadth:[50,68],brendan:67,brew:37,brief:[17,23],briefli:47,broadcast:18,broken:44,brought:44,brows:38,browser:[38,53],bryan:67,bsd:43,bucket_nam:53,buf:21,buf_siz:12,buffer:[2,12,21,32,34,50],buffer_s:12,buffered_read:32,bug:[44,53],bui:67,build:[8,12,17,26,33,35,36,38,40,46,50,53,55,56,58,60,61,63,65,67,68],build_dict:12,built:[17,35,37,38,43,59,66],bunch:[47,63],bunk:67,button:[44,53],c11:29,c703c041:44,c99:30,c99e:53,cach:[63,66],cache_pass_in_mem:[2,63,66],cachetyp:[2,63,66],calc_batch_s:[2,66],calcul:[2,7,8,9,10,16,18,23,42,45,47,50,52,59,65],call:[2,7,8,9,15,16,21,22,23,24,26,34,35,36,38,42,43,44,45,47,50,53,60,61,63,67,68],callabl:[2,6,8,12],callback:45,caller:53,caltech:60,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,21,22,25,26,31,32,35,36,37,38,42,43,44,45,47,48,49,50,52,53,54,58,59,60,61,63,65,66,67,68],can_over_batch_s:[2,66],cancel:[25,44],candid:8,cannot:[34,45],caoi:68,capabl:[37,67],capac:53,capi:29,capi_prvi:30,caption:[36,68],captur:[36,48],card:48,care:[9,26,32,49,50,64],carefulli:[48,50,61],caret:14,cast_to_op_attr:35,cat:[38,60,61,67],categor:66,categori:[8,12,18,63,67],categorig:12,categoryfil:54,caus:[18,28],caution:[53,54],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:68,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,67],center:2,ceph:[20,54],cephf:[20,26,27],certain:[1,34,49,66],certif:[15,27,53],cffi:29,cfg:54,cgo:29,chain:[12,45],challeng:[8,18],chanc:[15,45,63],chang:[8,12,17,22,26,31,32,34,36,38,42,44,45,47,50,53,63,67],channel:[8,9,47,48,61],channl:[48,61],charact:[63,65],character:36,characterist:[52,60],check:[2,12,17,36,37,38,44,50,52,53,64],check_align:12,check_attr:35,check_eq:45,check_fail_continu:2,check_grad:16,check_l:45,check_sparse_distribution_batch:[49,50],check_sparse_distribution_in_pserv:[49,50],check_sparse_distribution_ratio:[49,50],check_sparse_distribution_unbalance_degre:[49,50],checkgrad:50,checkgrad_ep:50,checkout:44,checksum:27,children:64,china:38,chines:62,chmod:[37,53],choic:[17,38,64],choos:[43,50,63,65],chosen:[1,64,68],chunk:[22,27,59,66],chunk_schem:7,chunktyp:7,cifar:[59,60],cifar_vgg_model:60,claim:53,claimnam:53,clang:[29,37,38,44],clarifi:7,class1:67,class2:67,class_dim:67,classfic:[61,67],classfiic:60,classic:[8,36],classif:[2,4,8,52,61,62,63,67,68],classifc:67,classifi:[8,59,60,61,63,67],classification_cost:[60,63],classification_error_evalu:[7,59,63,67,68],classification_evalu:7,claster:53,clean:[4,17,31,43,44,65],clear:[7,16,17,31,34],clearer:31,clearli:34,cleric:64,cli:53,click:[44,47,53],client:[21,24],clip:[6,9,50,63,67],clock:8,clone:[8,37,38,43],close:[2,32,44],closer:36,cloud:[17,18,26,27,28],cloud_read:12,cls:63,cludform:53,cluster:[12,14,15,18,23,49,50,54,63,68],cluster_train:48,cm469:53,cmake3:37,cmake:[30,37,43,45,47],cmakelist:[17,45],cmatrix:[29,30],cmd:54,cna:8,cname:53,cnn:[8,54,61,63],code:[2,4,8,12,15,17,25,31,32,35,36,37,38,39,42,45,46,47,48,53,54,59,63,64],coeff:8,coeffici:8,collabor:18,collect:[8,12,14,36,64],collectbia:45,colleg:64,color:[60,61],colour:12,column:[7,8,32,45,58,68],column_evalu:7,colunm:68,com:[8,9,12,17,37,38,43,44,53,54,61],combin:[7,8,9,12,14,34,59,65,67],come:67,comedi:64,comma:[14,23,50,58],command:[1,4,17,21,26,28,36,37,38,43,44,45,46,47,48,53,54,55,56,58,59,60,61,65,66,67],commandlin:[47,67],commenc:63,comment:[8,10,17,35,44,63,67],commit:17,commnun:48,common:[20,42,45,49],common_util:48,commonli:[28,42,47,52],commun:[18,23,24,45,48,53],compani:67,compar:[16,17,43,45,59,63],comparison:17,compat:2,compet:67,competit:59,compil:[8,17,35,37,38,43,44,45],complaint:17,complet:[4,8,9,10,12,14,18,22,23,27,45,53,54,63],complex:[1,2,9,25,32,42,47,63],complic:8,compon:45,compos:[12,15,59,66],composenotalign:12,compress:22,compromis:43,comput:[8,9,15,16,18,34,36,37,38,42,43,45,47,52,53,63,65,66,67],computation:[8,42],conat:8,concat:[42,68],concaten:9,concept:[2,7,15,31,34,38,42],concern:15,concurr:[18,25],concurrentremoteparameterupdat:50,condit:[8,22,42,48,54,68],conduct:47,conf:[4,8,48,58,59,61,68],conf_paddle_gradient_num:53,conf_paddle_n:53,conf_paddle_port:53,conf_paddle_ports_num:53,conf_paddle_ports_num_spars:53,confid:[8,67],confidence_threshold:8,config:[2,6,8,9,20,28,36,45,48,49,50,53,54,58,59,60,61,63,67,68],config_:[21,50],config_arg:[49,50,52,61,63,66,67],config_bas:[7,8,14],config_fil:66,config_gener:[48,65],config_lay:45,config_len:23,config_pars:[4,45],config_proto:23,configur:[0,1,2,4,8,14,21,23,25,26,36,41,43,45,47,50,58,60,61,67,68],confirm:28,conflict:[34,44],confront:68,congest:50,conll05st:66,conll:[12,66],connect:[1,9,26,36,45,53,54,59,60,61,63,65,67],connectionist:[8,67],connor:67,consequ:[8,9],consid:[7,8,10,37,38,43,47,52,60],consider:[2,9],consist:[7,8,12,22,32,35,60,61,63,66,68],consol:[47,53],constant:45,constraint:34,construct:[2,4,7,15,34,35,42],constructor:[34,35,45],consum:[18,67],contact:25,contain:[2,7,8,9,11,12,14,15,22,31,34,35,39,42,43,44,48,53,60,61,63,64,67,68],containerport:53,contemporan:67,content:[23,28,54,66,67],content_len:23,context:[8,9,12,34,42,58,63,65,66,67,68],context_attr:9,context_len:[8,9,63],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,63],contibut:44,contin:53,continu:[2,7,18,50],contrast:[8,68],contribut:[39,43,46,67],control:[6,38,44,50,53,54,68],conv:9,conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,35,48],convent:23,converg:[48,59,67],convert:[2,4,12,20,32,58,60,61,63,65],convlay:8,convolut:[8,9,12,59,61,65],convoper:8,convtran:8,convtranslay:8,cool:[2,44],coordin:[18,23],copi:[14,15,22,25,28,38,44,53,59,65],copy_shared_paramet:59,copytonumpymat:59,core:[2,6,30,31,43,50,68],coreo:53,corespond:66,corpora:68,corpu:[12,66],correct:[2,8,45,53],correctli:[7,12,45,59],correl:[36,60,67],correspoind:15,correspond:[2,4,15,17,35,36,44,45,60,64,66,67,68],corss_entropi:15,cos:[8,35],cosin:[8,35,65],cosineop:35,cosineopproto:35,cosineopprotomak:35,cost:[4,10,14,15,36,50,59,63,65,67,68],cost_id:8,could:[2,4,8,12,14,15,16,22,31,32,38,43,47,48,53,63,65],count:[7,18,26,32,47,50,52,54,58,65,66,67,68],counter:[18,22],coupl:36,cours:[7,26,43],coverag:37,coveral:37,coveralls_uploadpackag:37,cpickl:61,cpp:[16,21,29,30,31,44,45,47,63,65,68],cpu:[1,2,6,8,16,26,31,33,37,43,47,50,54,59,66,67,68],cpuinfo:38,cpusparsematrix:30,craftsman:64,crash:[18,47,48,50],crazi:48,creat:[4,6,8,12,14,15,16,18,23,27,28,31,36,37,38,43,45,48,50,58,59,60,68],create_bias_paramet:45,create_doc_str:35,create_input_paramet:45,create_python_ops_creatation_funct:35,createargu:59,createfromconfigproto:[4,59],createop:35,createstack:53,creation:53,creationd:53,creator:[12,20],credenti:28,credit:59,crf:66,crime:64,critic:67,crlf:44,crop:61,crop_siz:61,cross:[8,63,66],cross_entropi:[8,15,59],cross_entropy_with_selfnorm:8,crt:27,csc:45,cslm:68,csr:45,csv:64,ctc:7,ctc_evalu:7,ctest:[38,43,44],ctrl:[43,48,65],ctx:66,ctx_0:66,ctx_0_slot:66,ctx_n1:66,ctx_n1_slot:66,ctx_n2:66,ctx_n2_slot:66,ctx_p1:66,ctx_p1_slot:66,ctx_p2:66,ctx_p2_slot:66,cub:60,cuda:[17,37,38,43,47,48,50],cuda_dir:[49,50],cudaconfigurecal:47,cudadevicegetattribut:47,cudaeventcr:47,cudaeventcreatewithflag:47,cudafre:47,cudagetdevic:47,cudagetdevicecount:47,cudagetdeviceproperti:47,cudagetlasterror:47,cudahostalloc:47,cudalaunch:47,cudamalloc:47,cudamemcpi:47,cudaprofilerstart:47,cudaprofilerstop:47,cudaruntimegetvers:47,cudasetdevic:47,cudasetupargu:47,cudastreamcr:47,cudastreamcreatewithflag:47,cudastreamsynchron:47,cudeviceget:47,cudevicegetattribut:47,cudevicegetcount:47,cudevicegetnam:47,cudevicetotalmem:47,cudnn:[8,11,17,37,50],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[49,50],cudnn_convt:8,cudnn_dir:[49,50],cudrivergetvers:47,cuinit:47,cumul:8,curl:[37,53],current:[2,8,17,18,21,23,31,34,36,38,42,43,44,45,48,50,53,63,67,68],current_word:42,currentcost:[63,65,67,68],currentev:[63,65,67,68],curv:[15,60,66],custom:[1,2,15,26,45,53,64,67],custom_batch_read:32,cutoff:12,cycl:18,cyclic:8,cython:29,d3e0:53,dai:68,daili:67,dalla:2,dan:66,danger:2,dangl:43,darwin:53,dat:[20,48,65],data:[0,1,2,4,7,9,10,14,15,16,20,21,22,27,31,34,35,37,38,42,45,47,48,49,50,52,55,61,64],data_batch_gen:59,data_dir:[58,60,67,68],data_fil:36,data_initialz:63,data_lay:[2,21,36,59,60,63,66],data_read:[12,32],data_reader_creator_random_imag:32,data_sourc:59,data_typ:[12,42],databas:[12,67],datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,36,48,65,66],dataprovider_bow:63,dataprovider_emb:63,dataproviderconvert:4,datasci:8,dataset:[0,2,20,26,32,36,42,50,58,60,61,63,66,67],date:66,db_lstm:66,dcgan:59,dcmake_install_prefix:37,dead:18,deal:59,debian:38,debug:[2,16,28],decai:[10,60],decar:12,decayr:21,decent:22,decid:[15,25,32],declar:[8,65],decod:[8,9,42,66,68],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:9,decoder_s:42,decoder_st:[9,42],deconv:8,deconvolut:8,decor:[2,12,45],decreas:36,decrypt:53,deep:[8,25,36,38,40,47,59,60,61,63,66],deeper:[36,38,61],deer:60,def:[2,8,12,15,16,20,26,32,35,36,42,45,59,61,63,66],defalut:[8,50,52],default_devic:52,default_valu:52,defect:31,defer:25,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,25,32,34,35,36,42,45,48,50,58,59,60,66],define_py_data_sources2:[2,36,60,61,63],defini:68,definit:[2,16,18,22,35,36,38,58,63,67],degre:8,delai:50,delar:63,delet:[26,27],deletestack:53,delimit:[7,64,65],delta:[8,16],delv:8,demand:18,demo:[8,12,48,54,55,58,59,60,61,62,63,64,65,66,67,68],demograph:64,demolish:54,demonstr:[36,42,59,65],denot:[52,63,64,66],dens:[2,8,12,23,24,45,53,63,65],dense_arrai:12,dense_vector:[2,4,12,36],dense_vector_sequ:12,dep:17,depend:[17,18,26,36,38,43,48,52,60,64],deploi:[8,48,52],deploy:[48,53],deprec:8,deriv:[5,15],desc:35,descent:[8,18],describ:[15,17,22,31,35,36,44,45,53,54,59,63,66],describestack:53,describestackev:53,describestackresourc:53,descript:[4,7,17,37,44,51,53,60,65],deseri:[14,31],design:[2,8,12,21,29,67],desir:[18,53,54,58],destin:[23,28],destruct:34,destructor:45,det_output:7,detail:[2,4,6,7,8,9,10,16,22,26,28,34,37,42,43,44,45,47,48,51,52,53,54,58,59,61,63,65,67,68],detect:[38,44],detection_evalu:7,detection_output:7,determin:[2,8,12,45,59],dev:[37,38,43,44,60,68],devel:37,develop:[17,31,33,37,49,50,68],deverlop:50,deviat:6,devic:[6,31,50,68],deviceid:52,devid:[8,50],dez:67,diagnos:48,diagram:61,dict:[2,7,12,14,63,65,67,68],dict_dim:67,dict_fil:[7,63,66],dict_siz:[12,21],dictionai:63,dictionari:[2,7,8,12,14,15,16,52,61,63,65,66,67,68],dictsiz:68,did:[2,31],diff:44,diff_mat:16,differ:[2,7,8,14,17,18,23,25,34,36,38,42,44,45,48,50,53,54,58,60,61,63,67,68],difficult:[7,16,36,43],dig:[38,47,53],digit:[2,8],dilat:8,dilation_i:8,dim:[8,12,21,45,58,61,63,67],dimens:[5,8,11,12,45,52,58,63,65,67],dimension:[2,36,42,45,59,63],dimenst:58,dimes:8,dir:[48,61,63,65,66,67,68],dirctori:38,direct:[8,9,38,61,66],directli:[1,2,9,17,24,26,31,35,36,38,48,54,67],directori:[1,8,17,20,25,27,28,37,38,43,44,47,48,50,54,60,61,63,65,66,67,68],diretcoti:61,dis_conf:59,dis_train:59,dis_training_machin:59,disabl:2,discard:[12,18,22,44,50],discount:8,discov:[18,66],discoveri:53,discrep:47,discrimin:59,discriminator_train:59,discuss:[15,22,23,24],disk:[43,54],dispatch:[31,48,50],displai:[26,28],disput:68,dist:33,dist_train:[15,26],distanc:7,distibut:58,distinguish:[17,48,59,68],distribut:[8,22,23,24,25,37,46,54,55,56,59,63,66],distribute_test:[49,50],distributedli:45,disucss:15,divid:[10,35,49,60,68],diy_beam_search_prob_so:[49,50],dmkl_root:37,dns:53,do_forward_backward:32,doc:[4,12,37,38,44,48],dockefil:43,docker:[33,39,44,53,55,56],docker_build:15,docker_push:15,dockerfil:[38,43,44],dockerhub:38,doctor:64,document:[2,4,9,16,27,37,43,44,52,60,63,65,66,67],documentari:[2,64],doe:[2,4,9,18,22,23,25,26,31,32,36,43,45,47,63,65,66],doesn:[6,8,12,15,32,43,44,47,54,68],dog:[60,61],doing:[21,25,47],domain:53,don:[9,15,17,32,36,43,53,67],done:[7,8,9,17,18,22,23,44,47,53,59,67],dopenblas_root:37,dot:[50,61,68],dot_period:[50,52,59,60,65,67,68],dotmuloper:8,dotmulproject:8,doubl:[2,8,37,50],down:[47,63],download:[12,17,18,21,25,27,38,59,60,63,66,67],download_cifar:60,downsampl:60,doxygen:[37,44],dozen:17,drama:64,drive:34,drop:[2,9],drop_rat:6,dropout:[6,9,45,63],dropout_r:8,drwxr:54,dst:23,dtoh:47,dtype:[4,36,61],dubai:68,due:[22,25,64],dummi:[14,22],duplic:64,durat:[22,47],dure:[1,2,8,9,18,22,25,26,36,45,49,50,53,63,65,66,68],durn:2,dwith_c_api:30,dwith_doc:37,dwith_profil:47,dwith_python:30,dwith_swig_pi:30,dwith_tim:47,dynam:[1,2,23,30,32,37,47,50],dynamic_cast:45,each:[1,2,4,7,8,9,11,12,14,16,17,18,21,22,23,25,26,31,32,34,35,36,38,42,44,45,48,50,52,53,58,60,61,63,64,65,66,67,68],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,32,61],easi:[16,32,38,45,48,63],easier:[15,32,43,45],easili:[15,32,34,36],echo:[38,65,67],edit:[7,38,43,53],editor:[38,43],edu:[12,53,54,60],educ:64,eeoi3ezpr86c:53,effect:[2,50,53],effici:[1,2,8,42,43,45],efg:8,efs:53,efs_dns_nam:53,efsvol:53,eight:66,either:[8,12,14,15,47,63,65],elb:53,elbapis:53,elec:63,electron:[54,63],elem_dim:8,element:[2,4,7,8,9,12,14,16,22,32,63,67,68],element_typ:23,elif:[15,35],elimin:66,els:[15,21,26,34,35,38,43,45,61,63],emac:[38,43],emailweixu:17,emb1:21,emb2:21,emb:[54,63],embed:[15,21,42,62,65,67],embedd:66,embedding_lay:[21,63],embedding_nam:[8,42],embedding_s:[8,42],emphas:47,empir:8,emplace_back:45,emploi:[35,42,64],empti:[7,12,18,36],emul:68,enabl:[2,6,8,17,22,43,47,48,50,53],enable_grad_shar:[49,50],enable_parallel_vector:50,enc_proj:[9,42],enc_seq:9,enc_vec:42,encapsul:23,encod:[9,22,42,68],encoded_proj:[9,42],encoded_sequ:[9,42],encoded_vector:42,encoder_last:8,encoder_s:42,encount:21,encrypt:53,encrypt_decrypt:53,end:[2,7,8,14,31,32,34,36,42,43,44,50,58,66,67,68],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,20,53],endtrain:15,engin:[26,47,64],english:[2,8,68],enjoi:38,enough:[36,43],ensembl:9,ensur:[2,18,34,43,45],enter:[38,64],entir:[8,9,23,25,67],entiti:[7,34],entri:[12,22,26,43,45,53,64],entropi:[8,63,66],entry_point:26,enumer:[5,63],env:53,environ:[15,37,38,43,44,47,48,49,50,53,54,59,60,65],eol:44,eos_id:[8,42],epel:37,epoch:64,epsilon:10,equal:[8,9,18,50],equat:[7,8,9,10,38],equilibrium:59,equip:[37,42],equival:[8,15,35],error:[6,7,8,9,10,15,16,22,28,34,36,45,48,50,53,60,61,63,64,65,67,68],error_clipping_threshold:6,especi:[2,9,43,66],essenc:15,essenti:[8,15,37,66,68],estat:36,estim:[8,15],eta:54,etc:[7,12,32,34,38,48,49,52,53,67,68],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[48,53],ethternet:48,eval:[7,63,65,67,68],eval_bleu:68,evalu:[1,8,13,14,25,47,48,63,67,68],evaluate_difficult:7,evaluate_pass:67,evalut:[36,68],even:[15,32,43,47,50,67],evenli:[23,53],event:54,event_handl:[14,15],everi:[1,2,7,8,9,12,15,16,18,22,23,25,34,35,42,44,45,50,63,66,67,68],everyth:[36,44],everywher:43,evid:31,exactli:[2,8,9,38,53,66],exampl:[1,2,7,8,9,10,12,14,26,28,31,32,36,37,38,42,43,44,45,47,48,49,50,52,53,54,60,61,62,63,67,68],exceed:8,except:[2,8,12,25,52,58,67],exchang:31,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[38,50],execut:[17,18,22,26,43,45,47,53,64,66,67],exist:[15,18,28,32,35,43,45,50,53,64,67],exit:[23,28,50,54],expand:[45,66,67,68],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,47,67],expens:68,experi:52,expert:17,expir:18,explain:[2,7,18,48,59,67],explan:[8,16,26,34,37,63,68],explanatori:[36,38],explicit:45,explicitli:[2,15],exploit:60,explor:8,exponenti:5,expos:[24,38,53],express:[15,53,67],ext:8,extend:7,extens:[25,64,65,68],extent:30,extern:[2,17,29,30],external_librari:17,extra:[6,8,9,36],extra_lay:14,extraattr:[6,52],extraattribut:8,extraattributenon:8,extract:[7,8,31,53,60,66,67],extract_fea_c:61,extract_fea_pi:61,extract_para:58,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47],extremli:1,f120da72:54,f7e3:53,fa0wx:54,fabric:48,face:17,facotr:8,fact:61,factor:[6,8,10],factori:29,fail:[2,18,22,50,52,54,60],failur:[18,23],fake:59,fake_imag:32,falloc:27,fals:[2,6,7,8,9,10,12,16,32,36,42,45,50,52,54,58,63,65,66,67,68],false_label:32,false_read:32,famili:68,familiar:[2,36],fanscin:2,fantasi:64,fantast:63,farmer:64,fascinatingli:1,fast:[8,22,47],faster:[8,9,18,42,47,67],fault:[14,22],favorit:43,favourit:38,fbd1f2bb71f4:54,fc1:[45,52],fc2:52,fc3:52,fc4:52,fc8a365:53,fc8a:53,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[35,36,45,52,63,65],fc_layer_nam:9,fc_mat:14,fc_op:35,fc_output:35,fc_param_attr:9,fclayer:45,fdata:66,fea:61,fea_output:61,feat:67,featur:[2,5,8,12,44,50,60,63,67,68],feature_map:65,feed:[9,14,15,36,67],feeder:12,feedforward:60,femal:64,fernan:67,festiv:2,fetch:[12,18,21,42,44,45],few:[2,17,18,32,38,43],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,35,47,53],figur:[15,17,42,45,47,58,59,60,61,66,67,68],file1:68,file2:68,file:[1,2,4,7,8,12,14,15,17,18,20,22,23,25,26,27,28,30,32,36,37,38,42,43,44,45,48,50,58,60,61,66,67,68],file_list:2,file_nam:[2,36,61,63,66],filenam:[2,20,65],fileoffset:27,filer:8,filesystem:[25,26,27,38,53],fill:[8,18,22,53,63],film:64,filter:[8,9,61],filter_s:[8,9],filter_size_i:8,finali:48,find:[8,10,18,25,34,38,47,60,67,68],find_var:16,findvar:34,fine:[6,22,65],fingerprint:53,finish:[2,18,22,25,26,35,38,48,53,54,60],finit:45,first:[2,8,14,15,18,22,25,26,28,35,36,38,42,43,44,45,47,50,52,53,58,59,60,61,63,65,66,67,68],first_seq:42,firstli:[7,8],firstn:12,firstseen:54,fit:[1,12,44],five:[47,63],fix:[2,6,29,44,68],flag:[12,50,59,60,66],flexiabl:32,flexibl:[1,8,9,15,23,42],flight:68,float32:[4,12,32,36,59,61],floor:8,flow:[33,44],fly:[36,63],fnt03:53,focu:[2,47],folder:[17,20,26,28,37,53,60,67,68],follow:[1,2,7,8,9,10,12,14,15,16,17,18,22,26,32,34,35,37,38,42,43,44,45,47,48,52,53,54,55,56,58,59,60,61,63,64,65,66,67,68],fool:59,forbid:15,force_load:29,forecast:67,forget:[10,15,67],fork:8,form:[1,2,8,9,10,47,66],format:[1,2,7,12,14,16,22,36,44,45,50,53,58,60,64,65,67],former:[15,17,68],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,31,42,45,52,59,66,67],forward_op:16,forwardactiv:45,forwardtest:4,found:[2,4,8,34,37,42,59,60,63,67],four:[2,7,58,61,63,65,66,67],frame:7,framework:[15,34,35,45,61,63,67],free:[12,68],french:68,frequenc:[12,47,58,63,67],frequent:[22,32,48,68],fresh:25,friend:34,frog:60,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,31,32,34,36,38,42,44,45,46,47,48,50,52,53,54,58,59,60,61,63,64,65,66,67,68],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[32,36,61],fulfil:47,full:[8,18,25,38,42,45],full_matrix_project:[9,42],fulli:[36,44,45,47,59,60,61,63,65,67],fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnect:58,fullyconnectedlay:45,func:[12,22],funciton:9,fundament:36,further:[8,35],futur:[8,25],fvs:35,gain:8,game:59,gamma:61,gan:15,gan_train:59,gangliao:17,gap:50,gate:[8,9,67],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,31,45],gauss:6,gaussian:59,gcc:[29,37,38,43],gcreators_:35,gen:[8,68],gen_conf:[59,68],gen_data:68,gen_result:68,gen_train:59,gen_training_machin:59,gender:[12,64,65],gener:[1,2,4,7,8,9,12,14,15,17,18,20,22,23,25,32,35,36,37,38,44,47,48,50,52,53,58,61,62,63,65,67],generated_word_embed:8,generatedinput:[8,42],generator_conf:59,generator_machin:59,generator_train:59,genert:2,genr:[64,65],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,34,35,36,37,42,45,47,48,53,57,60,61,63,65,66,67],get_all_op_proto:35,get_batch_s:66,get_best_pass:67,get_config_arg:[52,63,67],get_data:[54,63,66],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:67,get_input_lay:45,get_mnist_data:59,get_model:61,get_movie_title_dict:12,get_nois:59,get_numeric_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:59,get_word_dict:12,getbatchs:45,getenv:[15,26],getinput:45,getinputgrad:45,getinputvalu:45,getmat:21,getoptconfig:21,getoutputgrad:45,getoutputvalu:45,getparam:21,getparameterconfig:21,getparameterptr:45,getparameterspars:21,getparametersremot:21,getsiz:45,getslotvalu:59,gettask:22,gettempl:53,gettranspos:45,getw:45,getweight:45,getwgrad:45,gfortran:37,gildea:66,gist:9,git:[33,37,38,43,44],github:[9,17,37,38,43,61],give:[2,18,36,38,43,45,47,53,63],given:[2,8,12,14,23,25,32,45,50,59,63,66,67,68],glide:17,global:[2,6,15,17,18,31,34,35,43,47,50,53,67],global_learning_r:6,globalstat:47,globalstatinfo:47,globe:2,go1:37,go_librari:17,go_test:17,goal:[47,66],gob:22,godep:17,godoc:29,goe:[8,9,18,34,36],going:[63,67],golang:[17,37],good:[8,32,47,67,68],goodfellow13:8,googl:15,googleapi:[37,53],gopath:37,goroot:37,got:34,gpg2:53,gpg:53,gprotos_:35,gpu:[1,2,6,8,11,16,26,31,33,37,43,44,46,48,59,60,61,65,66,67,68],gpu_id:[50,52,59],gpugpu_id:49,grab:[18,67],grad:[16,23,50,64],grad_share_block_num:[49,50],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,31,50,63,67],gradient_clipping_threshold:[6,63,67],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,30],gradientmachin:[4,14,30,31,59,65,68],gradientmachine_:21,gradual:[36,47],grai:60,gram:[58,67],grandient:14,grant:53,graph:[8,14,17,18,58],graphviz:61,grave:67,grayscal:2,greater:8,grep:[38,67],groudtruth:42,ground:[7,8,63,68],group:[9,22,67],group_input1:42,group_input2:42,group_input:42,grouplen:[12,64],gru:[8,42,63,68],gru_bias_attr:9,gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[58,68],gru_layer_attr:9,gru_memori:9,gru_siz:63,gru_step:42,gru_step_lay:9,grumemori:[9,42],gserver:[8,45],gsizex:47,guarante:45,guard:21,guess:[36,67],guest:43,gui:47,guid:[27,39,42,44,45,47,53,54,58,60,67,68],guidenc:36,gur_group:9,gzip:[22,54],hack:[39,48],had:43,hadoop:15,half:53,hand:[64,65,67],handi:17,handl:[12,15,26,31,32,34,48,65,67],handler:14,handwrit:[2,67],happen:[22,35],hard:[43,53,63],hardwar:[38,43,47],has:[2,4,7,8,9,10,12,15,16,17,18,22,23,25,35,38,42,43,45,47,53,54,58,60,63,64,65,66,67,68],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,22,23,25,26,31,32,34,36,37,38,42,43,44,45,47,48,50,52,53,58,60,63,64,65,67,68],haven:43,hdf:[1,20],head:[44,58,67],header:[23,30,36,45,58,61],health:64,heard:43,heavi:48,height:[8,12,29,32,45,60],held:18,hello:15,help:[2,4,28,43,44,48],helper:[8,9,45],henc:34,here:[2,4,6,7,8,9,12,15,17,18,24,28,32,35,36,37,42,48,49,52,53,54,58,60,61,62,63,64,65,66,67,68],heurist:[8,50,68],hidden:[8,9,42,53,63,67],hidden_s:9,hierarch:[8,42],high:[6,45,59],higher:1,highest:[12,68],highli:[1,2,12,42,52,65,67],him:15,hint:36,histor:67,hl_get_sync_flag:45,hold:[15,18,22,24,34,35,53],home:[20,28,37,48,53,54],homemak:64,honor:22,hook:[2,6,66],hookattr:6,hookattribut:6,horizont:[8,61],horror:64,hors:60,horst:67,host:[17,26,37,38,48,53,54],hostnam:[48,53],hostpath:54,hostport:53,hot:65,hour:[43,68],hous:[2,12,36,58],how:[1,2,6,8,15,18,22,28,31,35,36,42,43,48,50,53,54,57,60,61,63,65],howev:[2,8,9,25,31,32,35,36,42,49,50,53,67,68],hpp:29,html:[12,38,60],htod:47,http:[8,9,12,17,26,37,38,43,44,53,54,59,60,61,68],huber:8,huge:[8,44],huina:67,human:[8,68],hyper:[8,45],hyperplan:12,i0601:65,i0706:68,i0719:68,i1117:47,iamfullaccess:53,iamusersshkei:53,ib0:48,ics:12,icwsm:67,id_input:7,idea:[8,17,32],ident:[36,38,53,64],identifi:45,identityoffsetproject:8,identityproject:8,ids:[7,8,45,63,65],idx:[22,45],ieee:67,ies:28,ight:8,ignor:[2,8,50,58],ijcnlp:67,illustr:[2,7,18,23,42,45,47,63],ilsvrc:61,imag:[2,11,12,15,32,36,39,43,44,52,53,55,56,59,61,62,68],image_a:32,image_b:32,image_classif:60,image_fil:32,image_lay:32,image_list_provid:61,image_nam:15,image_path:32,image_provid:60,image_reader_cr:32,image_s:61,imagenet:[8,20,62],imagepullpolici:53,imageri:8,images_reader_cr:32,imdb:64,imdber:67,img:[2,8,60],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:60,imgsiz:47,imgsizei:47,imgsizex:47,immedi:53,immutable_paramet:15,implement:[2,8,9,10,12,22,23,24,25,26,29,30,31,34,35,42,63,66],implemet:21,impli:17,improv:[8,47,53,67,68],inarg:21,inbound:53,includ:[1,2,7,8,9,12,15,17,23,26,29,30,35,37,38,42,43,44,45,47,50,53,54,58,63,64,66,68],inconsist:64,incorpor:8,incorrect:8,increas:[18,22,50,68],increment:50,incupd:45,inde:[12,32,38],independ:[8,16,23,34,63],index:[2,7,8,11,12,14,16,18,22,48,53,65],indexslot:[8,66],indic:[2,7,8,23,36,48,53,66],individu:[18,36,53],industri:18,ineffici:31,infer:[0,15,18,29,37],inferior:25,infiniband:48,info:[7,8,12,45,48],inform:[4,8,12,14,26,28,34,45,47,50,53,64,65,66,67,68],infrastructur:[53,59],ingor:50,ininst:15,init:[6,14,45,52,53,59,63,66],init_from_tar:14,init_hook:[63,66],init_model_path:[49,50,52,58,63,66],initi:[2,4,6,8,9,12,14,17,22,35,42,45,50,58,59,63,66],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initpaddl:[4,59],inlcud:9,inlin:53,inner:45,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input1:[8,9],input2:8,input:[2,4,5,7,8,9,11,12,14,16,21,25,31,32,34,35,36,42,45,52,58,59,60,61,63,65,66,67,68],input_conf:8,input_data:45,input_data_target:45,input_featur:5,input_fil:[36,66],input_hassub_sequence_data:45,input_id:8,input_imag:[9,60],input_index:45,input_label:45,input_lay:45,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:45,input_sequence_label:45,input_sparse_float_value_data:45,input_sparse_non_value_data:45,input_t:45,input_to_check:16,input_typ:[36,63],input_valu:16,input_var:16,inputbuff:21,inputdef:45,inputlayers_:45,inputs_to_check:16,inputtyp:[2,12],insert:44,insid:[7,8,18,31,32,38,53],inspect:44,inspir:58,instal:[8,26,33,38,40,43,44,48,54,60,61,65,66,67],instanc:[8,16,18,20,24,42,45,47,50,66],instance_ip:53,instanti:18,instead:[8,9,11,17,21,26,32,38,43,48,63,68],instruct:[38,43,47,63],int32:50,int64:27,integ:[2,7,8,12,22,26,29,45,63,67],integer_valu:[2,12,63],integer_value_sequ:[2,12,42,63,66],integr:[7,37,66],inter:[8,48],interact:[38,53],intercept:8,interest:[47,67],interfac:[0,4,6,8,9,14,22,26,28,31,48,53,60,65,67],interg:63,intergr:8,intermedi:[28,43,66],intern:[8,9,14,53],internet:[17,18,67],interpret:[2,7,37,47],interv:[8,67],intrins:37,introduc:[2,8,18,34,35,54,65,67],introduct:[3,59],introductori:43,intuit:25,invalid:[32,34],invari:60,invoc:17,invok:[2,8,14,31,35,43,47,53],involv:59,iob:7,ioe:7,ips:53,ipt:[8,35,42],ipython:15,is_discriminator_train:59,is_gener:[58,59,68],is_generator_train:59,is_kei:65,is_loc:14,is_predict:[63,67],is_seq:[8,42],is_sequ:65,is_stat:6,is_tensor:35,is_test:[61,66,67],is_train:2,isn:47,isol:38,isspars:45,issu:[17,37,38,43,47],item:[8,12,14,25,32],iter:[8,9,10,12,14,15,18,32,60,66,67],its:[2,8,9,14,15,18,22,31,34,35,44,45,47,50,53,58,59,60,63,67,68],itself:[9,18,25,34],ivs:35,java:29,jeremi:47,jie:[66,67],jmlr:8,job:[4,12,25,49,50,52,61,63,65,66,67,68],job_dispatch_packag:48,job_id:12,job_mod:58,job_nam:[26,53],job_namespac:53,job_path:53,job_workspac:48,jobpath:53,jobport0:53,jobport1:53,jobport2:53,jobport3:53,jobserv:26,johan:67,join:18,joint:[58,68],jointli:[9,68],journal:[66,67],journei:38,jpeg:60,jpg:61,json:[48,53,54,65],jth:9,judg:68,jupyt:[26,38],just:[2,5,7,8,9,12,17,22,23,31,34,36,43,44,48,52,53,58,60,65,66,67],jx4xr:53,jypyt:15,k8s_data:53,k8s_job:15,k8s_token:15,k8s_train:53,k8s_user:15,kafka:20,kaim:8,kaimingh:61,kebilinearinterpbw:47,kebilinearinterpfw:47,keep:[2,8,12,18,34,35],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,35,43,44,47,48,65,67],kept:8,kernel:[8,16,47,63],key1:50,key2:50,key_pair_nam:53,keyid:53,keymetadata:53,keypair:53,keyserv:53,keystat:53,keyusag:53,keyword:2,kill:[18,53],kind:[1,2,15,16,18,24,36,53,54,59,63,65],kingsburi:66,kms:53,know:[2,9,15,22,36,44,45,47,53,65],knowledg:67,known:[59,67,68],kriz:[12,60],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:53,kubectl:54,kuberent:[18,53],kubernet:[15,18,46,48,55,56],kubernetes_service_host:15,kwarg:[2,9,10,12,35,63,66],l1_rate:6,l2_rate:6,l2regular:[60,63,67],l93:21,label:[2,4,7,8,10,12,14,32,36,54,59,60,61,62,63,67],label_dict:66,label_dim:[8,63],label_fil:[32,66],label_lay:32,label_list:66,label_path:32,label_slot:66,labeledbow:67,labl:67,lag:50,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,34,52,58,66,67,68],larg:[11,12,44,66,67,68],larger:[2,6,7,8,48],largerthan:35,last:[7,8,9,36,42,48,50,63,67,68],last_time_step_output:8,lastseen:54,late:67,latenc:[8,48,53],later:[17,37,53,63],latest:[8,17,18,25,38,44,54,67],latter:68,launch:[50,53,67],launcher:15,lawyer:64,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,21,32,35,36,42,46,49,50,58,59,60,61,63,65,66,67],layer_0:45,layer_attr:[8,42,52],layer_num:[52,61],layer_s:8,layer_typ:8,layerbas:45,layerconfig:45,layergradutil:45,layermap:45,layeroutout:8,layeroutput:9,lbl:[7,60],ld_library_path:[37,48],lead:47,learn:[6,7,8,9,10,12,15,23,25,32,36,38,40,42,43,45,47,60,61,63,66,67,68],learnabl:14,learning_method:[36,58,60,63,67,68],learning_r:[6,23,36,58,60,63,67,68],leas:18,least:[7,8,18,37,64],leav:[2,53],lecun:12,left:[8,36,61],legal:35,leman:68,len:[2,8,23,27,45,63,65,66],length:[8,9,12,23,42,50,54,67,68],leq:8,less:[8,15,48,68],less_than:15,let02:54,let:[4,7,8,15,25,36,53,65],level:[6,8,48,50,59,65,67,68],lgtest:17,lgtest_main:17,lib64:[37,48,50],lib:30,libapi:17,libari:30,libcudnn:37,libjpeg:60,libpaddl:[29,30],libpaddle_capi:30,libpaddle_gserv:30,libpaddle_math:30,libpython:37,librari:[8,17,24,30,37,38,48,50,65],licens:66,life:18,lifetim:34,like:[2,7,8,12,17,18,21,26,32,34,36,37,42,43,47,48,49,52,53,58,61,63,65,67,68],limit:[8,12,47,50],line:[1,2,4,7,12,17,21,26,28,36,43,44,46,47,48,52,53,58,60,61,65,66,67,68],linear:8,linearactiv:36,linguist:66,link:[8,9,17,27,28,34,37,53,63,67],linux:[27,37,38,43,53,68],linux_x86_64:33,lipeng:58,lipton:67,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,34,36,38,42,43,45,48,50,52,53,60,61,63,65,66,67,68],listen:[18,50],literatur:67,littl:[1,2,23,50,63,67],lium:68,live:38,liwicki:67,load:[1,2,4,8,15,18,36,50,53,61,66,67,68],load_featur:61,load_feature_c:61,load_feature_pi:61,load_missing_parameter_strategi:[49,50,52,58,66],load_uniform_data:59,loadparamet:4,loadsave_parameters_in_pserv:[21,49,50],loc:7,local:[6,14,16,18,24,25,37,38,43,48,49,50,54,60,67],local_scop:16,localhost:38,localpath:28,locat:[8,14,17,42,45,63,66],lock:[17,18,22,23],log:[2,22,28,45,48,50,53,54,60,65,66,67,68],log_barrier_abstract:50,log_barrier_lowest_nod:[49,50],log_barrier_show_log:[49,50],log_clip:[49,50],log_error_clip:[49,50],log_period:[50,52,54,59,60,63,65,66,67,68],log_period_serv:[49,50],logarithm:5,logger:2,logic:[2,25,31,34,48],login:38,longer:[18,68],look:[2,7,26,36,48,49,53,54,59,63],lookahead:8,lookup:63,loop:[16,32,34],loss:[8,45,59,63,67,68],lot:49,low:8,lower:[8,48],lowest:50,lpaddle_capi_shar:30,lpaddle_capi_whol:30,lstm:[8,42,54,63],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:63,lstm_step:9,lstmemori:[9,42],lstmemory_group:8,ltr:8,lucki:36,mac:[30,37,38,43],machan:9,machin:[8,9,12,14,36,43,45,49,50,52,53,54,63,65,67,68],machine_transl:42,maco:43,made:[2,18,23,36,42,64],mai:[2,8,16,32,34,38,47,53,64],main:[2,4,44,53,60,66,67],mainli:[24,50],maintain:[8,22,53],majel:17,major:[38,59,61,67,68],make:[2,7,8,15,17,18,22,23,25,31,32,37,38,43,44,45,47,48,53,60,63,65,67],make_vari:35,male:64,malloc:45,man:27,manag:[14,18,23,24,28,34,44,48],manageri:64,mandarin:8,mani:[8,9,17,22,31,34,35,36,38,43,50,63,64,65,67],mannal:48,manner:8,manual:38,manufactur:68,manylinux1_x86_64:33,mao:67,map:[2,7,8,12,14,15,22,34,35,43,50,60,61,65],map_read:12,mapper:12,mapreduc:15,marcu:67,mark:[2,34,42,66],mark_slot:66,market:[36,64,67],martha:66,mask:[6,8],master:[15,25,33,44,50,67],mastermind:17,mat:[29,30],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17,47],math:[9,29,45,47],matirx:8,matplotlib:60,matric:[4,42,45],matrix:[7,8,9,12,14,21,29,30,45,49,52,61,66],matrixptr:45,matrixtyp:30,matter:2,mattyp:21,max:[2,6,8,12,16,47,50,52,60,63,65],max_diff:16,max_id:[8,14,63],max_job_id:12,max_length:[8,42],max_movie_id:12,max_relative_error:16,max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,63],maxid_evalu:7,maxid_lay:63,maxim:[8,68],maximum:[7,8,12,23,42,47,50,63,66,67],maxinum:11,maxpool:8,mayb:[8,9,60],md5:[12,19],mean:[2,6,7,8,9,10,11,12,14,17,32,34,36,42,43,47,48,50,52,53,58,59,60,61,63,65,66,67,68],mean_img_s:60,mean_meta:61,mean_meta_224:61,mean_valu:61,measur:[36,47],mechan:[8,9,24,42,53,67],media:67,meet:66,mem:[8,26],member:[12,15,31,34],memcpi:[31,47],memor:67,memori:[1,2,9,21,22,26,42,43,45,47,50,52,54,63,66,67,68],memory_boot:9,memory_nam:8,memory_test:43,memory_threshold_on_load_data:50,mention:[17,22,43],mere:9,merg:[8,23,25,31,44,50,58,68],mergedict:[58,68],messag:[36,44,50,54,65,67,68],meta:[48,60,61,63],meta_config:[48,65],meta_gener:[48,65],meta_path:60,metadata:[27,53,54],metaplotlib:15,method:[2,8,10,14,16,25,34,38,45,47,50,52,63,67,68],might:[8,17,38,43,45,53],mileag:47,million:[12,52,64],min:[6,8,47,52,53,65],min_pool_s:2,min_word_freq:12,mind:48,mini:[2,8,12,14,18],mini_batch:32,minibatch:8,minim:[2,10,36,50],minimum:8,minimun:50,minst:2,minut:[18,25,43,53,68],mirror:[17,38],mislead:23,miss:[50,58,66],mit:53,mix:[9,42,66],mixed_lay:[9,66],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[28,37,38,53],mkl:37,mkl_path:37,mkl_root:37,ml_data:[48,65],mnist:[2,4,20,32],mnist_provid:2,mnist_random_image_batch_read:32,mnist_train:[2,32],mnist_train_batch_read:32,mod:66,modal:66,mode:[8,14,44,50,59,60,61,65,67,68],model:[0,1,4,8,9,12,14,18,19,44,45,46,50,53,65,66,67],model_config:[4,59],model_list:[50,52,66,67],model_output:67,model_path:52,model_zoo:[58,61],modifi:[4,8,42,44,45,48,53],modul:[1,2,4,9,12,14,36,37,60,61,63,66],modulo:8,momentum:[6,34,36,63],momentumoptim:[36,60],mon:54,monitor:[63,67],mono:8,month:[17,63,68],mood:67,more:[1,2,4,7,8,9,12,15,16,17,18,22,25,26,28,32,36,38,42,43,44,45,47,48,52,54,60,63,66,67,68],morin:8,mose:[67,68],moses_bleu:68,mosesdecod:67,most:[2,4,8,12,15,17,25,32,36,42,45,47,49,65,66,67,68],mostli:[60,64],mount:[26,38,53,54],mountpath:[53,54],move:[8,18,22,28,47,53,65,67],movement:[47,67],movi:[2,12,67],movie_categori:12,movie_id:65,movie_info:12,movie_review:12,movieid:64,movieinfo:12,movielen:62,moving_average_fract:8,mpi:48,mse_cost:36,much:[8,18,32,47],mul:45,mulit:48,multi:[8,31,45,49,50,61,68],multi_binary_label_cross_entropi:8,multi_crop:61,multigradientmachin:31,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,38,42,45,50,52,53,59,63,65,67],multipli:[7,8,45,60],multiprocess:12,multithread:2,music:64,must:[2,5,7,8,9,12,23,32,35,37,38,42,44,45,48,50,52,53,68],my_cluster_nam:53,my_external_dns_nam:53,mypaddl:54,mysteri:64,name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,30,33,35,36,38,42,43,44,45,47,48,50,52,54,55,56,58,59,60,61,63,65,67,68],name_prefix:20,namespac:[29,38,45,54],nativ:8,natur:[22,25,52,66,67],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,nearest:63,nearli:16,necessari:[2,8,23,25,31,35,37,45,48,63,67],necessarili:45,need:[2,7,8,9,12,15,16,17,21,22,23,25,26,28,31,34,35,36,37,38,42,44,45,48,49,50,52,53,54,59,60,61,63,65,66,67,68],neg:[2,7,8,63,66,67],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:66,neighbor:63,ner:7,nest:[2,8,12],net:[8,9,34],net_conf:67,net_diagram:61,network:[1,2,4,6,7,8,10,12,13,14,15,16,18,21,32,34,35,36,38,45,47,48,50,58,67,68],network_config:52,networkadministr:53,neural:[2,4,8,9,10,12,14,15,18,34,36,47,50,58,59,61,67,68],neuralnetwork:31,neuron:[4,45,63,67],never:[12,32,34,53,54],newest:23,newtork:67,newvar:34,next:[8,12,18,24,42,44,45,47,50,53,54,66,67,68],nfs4:53,nfs:53,nfsver:53,nginx:38,ngram:12,nic:[48,49,50],nil:22,nine:[12,66],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:68,nnz:45,no_cach:2,no_grad_set:16,no_sequ:[2,8,65],noah:67,noavx:38,node:[8,17,25,43,45,48,50,53,54,67,68],node_0:53,node_1:53,node_2:53,nodefil:48,noir:64,nois:[8,18,59],noise_dim:59,non:[8,18,45,50,53],none:[1,2,4,6,7,8,9,10,11,14,15,16,35,36,42,61,63],nonlinear:45,nor:43,norm:[9,59],norm_by_tim:8,normal:[2,4,8,9,12,42,45,48,50,54,58,59,61],normzal:61,north:60,notat:8,note:[2,4,6,8,9,11,14,15,21,22,26,32,37,38,47,50,52,53,58,60,65,67],notebook:[26,38],noth:[5,14,34,43,44,50],notic:[42,45],notori:16,novel:67,now:[2,8,12,17,18,34,36,38,44,50,53,59,65,66],np_arrai:12,nproc:[37,43],ntst1213:68,ntst14:68,nullptr:[34,45],num:[8,9,48,50,63,66,67,68],num_channel:[8,9,60],num_chunk_typ:7,num_class:[8,9,60],num_filt:[8,9],num_gradient_serv:[49,50],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,36,49,50,52,54,63,65,66,67,68],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[2,7,8,12,18,20,32,35,36,43,44,45,48,50,53,58,60,61,63,66,67,68],numchunktyp:7,numdevices_:52,numeric_grad:16,numlogicaldevices_:52,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,32,36,37,59,61],numreal:21,numsampl:47,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:43,nv_librari:17,nv_test:17,nvcc:[17,38],nvidia:[37,38,43,47,50],obei:7,obj:[2,36,60,61,63,65],object:[2,4,6,8,9,10,12,14,15,21,29,34,47,59,60,61,63,66],observ:[8,10,36,45,47,68],obtain:[25,63,66,67],obvious:17,occup:[64,65],occur:[12,14,16],oct:54,odd:8,off:[30,38,43,44],offer:[4,35,66],offici:[8,17,38,53,60],offlin:[18,20],offset:[8,21,65],often:[21,48,63,68],ograd:45,old:[16,23,25,38,50],omit:63,on_init:2,on_travisexclud:37,onc:[2,8,18,22,38,45,53,63],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,31,32,34,36,38,43,44,45,48,50,52,53,54,58,59,60,61,63,65,66,67,68],one_host_dens:65,one_hot_dens:65,onli:[1,2,4,7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,31,35,36,37,42,43,44,45,47,49,50,52,53,54,58,61,63,64,67,68],onlin:[8,10,18,20,32],only_cpu:16,onto:53,op_class:35,op_maker_class:35,op_proto:35,opcreat:35,opdesc:35,open:[2,8,15,20,32,36,38,53,61,63,66],openbla:37,openblas_path:37,openblas_root:37,oper:[8,9,10,12,16,34,38,42,45,47,50,53,58,60,65],operator_grad:16,operatorbas:35,opinion:67,opmak:35,opprotomak:35,opregist:35,opregistri:35,ops:[16,17],ops_test:17,opt:[15,35,37],optim:[2,6,13,14,16,31,36,45,47,67],option:[2,7,8,15,17,35,36,43,44,45,48,52],optyp:35,order:[2,8,9,12,14,32,45,50,53,54,59,61,63,67,68],ordereddict:14,ordinari:67,oregon:53,org:[7,8,9,12,20,27,37,38,59],organ:[7,8,60,67,68],orient:35,origin:[1,2,8,12,16,34,59,66,68],other:[2,7,8,9,12,18,23,28,34,35,37,38,42,43,44,52,53,54,58,59,60,61,63,64,66,67,68],otherchunktyp:7,otherwis:[1,8,12,15,18,23,25,32,42,44,48,52,65,68],our:[15,17,34,38,42,43,44,45,53,54,58,60,63,66,67,68],out:[8,14,15,17,22,25,36,42,47,50,53,54,60,67],out_dir:53,out_left:8,out_mem:42,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:51,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:66,output:[4,5,6,7,9,11,12,14,15,16,20,25,28,32,34,35,36,42,43,45,47,50,52,54,58,59,60,61,63,65,66,67,68],output_:[8,45],output_dir:61,output_fil:66,output_id:8,output_lay:[14,61],output_max_index:11,output_mem:[8,42],output_nam:16,output_path:20,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,34],outter_kwarg:2,outv:45,over:[1,8,9,14,15,44,45,47,63,66,67],overcom:67,overhead:47,overlap:[7,8,45],overlap_threshold:[7,8],overrid:[18,28,45],overview:[22,23,24],overwrit:28,own:[23,25,35,38,48,53],owner:43,pack:38,packag:[2,12,22,26,33,38,44,53],pad:[9,63],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,35,36,37,38,39,42,43,44,45,46,47,48,50,52,53,59,60,63,65,66,67,68],paddle_begin_init_param:23,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_error:[29,30],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[29,30],paddle_matrix_cr:30,paddle_matrix_get_shap:29,paddle_matrix_shap:29,paddle_n:48,paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:54,paddle_paramet:23,paddle_port:48,paddle_ports_num:48,paddle_ports_num_for_spars:48,paddle_pserver2:48,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:58,paddle_save_model:23,paddle_send_grad:23,paddle_source_root:58,paddle_train:[30,33,48],paddledev:[53,54],paddlepaddl:[1,2,4,8,9,12,14,17,18,20,23,24,25,26,27,28,32,33,34,36,37,42,44,45,46,47,48,55,56,61,63,65,66,67],paddlepadl:2,paddpepaddl:2,page:[44,53,65],pai:38,pair:[7,8,66],pakcag:17,palceholder_just_ignore_the_embed:58,palmer:66,paper:[8,58,59,61,66,67,68],para:21,paraconvert:58,paragraph:67,parallel:[43,47,50,52,53,54,68],parallel_nn:[6,49,50],param:[6,8,9,12,16,23,31],param_attr:[8,9,21,36,42],param_config_proto:23,paramattr:[6,8,36,42],paramet:[1,2,4,7,9,10,11,12,13,16,17,19,21,25,28,32,34,35,36,45,46,52,59,60,63,65,66,67,68],parameter_attribut:8,parameter_block_s:[49,50],parameter_block_size_for_spars:[49,50],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient_:21,parametermap:45,parametermutex_:21,parameters_:45,parameterserver2:21,parameterset:15,parameterupdat:31,parameterupdater_:21,parametris:10,paramt:[53,58],paramutil:65,paraphras:68,paraphrase_data:58,paraphrase_model:58,paraspars:45,parent:45,parent_:34,pars:[4,12,17,43,52,53,59,65,66],parse_config:[4,59],parser:65,part:[2,7,8,25,36,42,44,45,47,59,63,65,66,67,68],parti:[43,47,65],partial:[8,14,59],partial_sum:8,participl:58,particular:47,partit:[18,20,53],pass:[2,8,14,18,31,32,34,36,44,45,47,48,50,53,54,59,60,63,65,66,67,68],pass_id:14,pass_idx:32,pass_test:59,passtyp:45,password:48,past:[15,38,53],patch:27,path:[1,2,7,12,14,18,22,23,26,32,36,37,48,50,52,53,54,58,60,61,63,66,67,68],pattern:[12,18,29,36,53,67],paul:66,paus:[18,25],pave:68,pdf:[8,9],pem:[15,20,53],pend:[18,22],penn:66,peopl:43,per:[7,8,12,18,23,32,50,60,63],perfom:[50,52],perform:[1,8,9,23,31,36,42,43,45,46,48,49,59,60,63,67,68],period:[1,18,25,50,63,65,66,67,68],perl:[67,68],permiss:53,peroid:8,persist:53,persistentvolum:53,persistentvolumeclaim:53,person:[7,15],perspect:47,perturb:[16,45],pfs:[20,28],pfsclient:20,pfspath:28,pgp:53,phase:36,photo:60,pick:[2,53],pickl:65,pictur:63,piec:[8,9,36],pillow:[26,60],pip:[33,37,44,48,60,65],pipe:64,pipelin:66,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,18,25,45,47,48,61,68],placehold:[36,58],plai:[66,67],plain:[1,7,8,26,30],plan:[18,45],platform:[36,53],pleas:[2,4,6,8,9,10,15,18,22,23,24,32,37,38,39,42,43,44,45,53,58,60,63,65,66],plot:[15,60],plotcurv:60,plu:[8,16],png:[60,61],pnpairvalidationlay:50,pnpairvalidationpredict_fil:49,pod:[20,26,53,54],pod_nam:53,point:[18,26,36,43,47],pointer:[23,34],polar:[12,67],polici:53,polit:67,poll:67,pollut:25,poo:60,pool3:45,pool:[2,9,13,60,63,65],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,63],pooling_typ:[8,63],poolingtyp:11,popul:23,popular:[17,36,61],port:[17,38,48,49,50,53,54],port_num:49,ports_num:50,ports_num_for_spars:[21,49,50,52],pos:[65,67],pose:18,posit:[2,7,8,63,66,67,68],positive_label:7,possibl:[15,22,47,59],post1:37,post:[26,27],potenti:47,power:[63,68],practic:[8,36,42,45],pre:[2,8,9,12,15,23,38,53,54,58,60,66,67,68],pre_dictandmodel:58,precis:[7,37],precision_evalu:7,pred:[63,66],predefin:67,predetermin:[8,50,68],predic:[12,66],predicate_dict:66,predicate_dict_fil:66,predicate_slot:66,predict:[2,3,7,8,10,14,36,42,48,50,58,63,68],predict_fil:50,predict_output_dir:[49,50,63],predict_sampl:4,predicted_label_id:63,prediction1:14,prediction2:14,predictor:65,predin:60,prefer:67,prefetch:[21,45],prefix:[7,18,20,53],pregrad:45,preinstal:37,premodel:58,prepar:[4,16,26,31,42,55,63],preprcess:67,preprocess:[12,48,54,67],prerequisit:37,present:[15,44,61,66,68],preserv:28,pretti:36,prev_batch_st:[49,50],prevent:[1,10,15,18,22,25],previou:[8,9,14,18,28,45,50,53,66,68],previous:[8,54,61],price:[12,36],primarili:67,principl:[15,17],print:[6,14,15,36,50,58,63,65,66,67,68],printallstatu:47,printer:7,printstatu:47,priorbox:8,prite:7,privat:[30,34,35,44],privileg:[43,53],prob:[7,14,59],probabilist:[8,58],probability_of_label_0:63,probability_of_label_1:63,probabl:[7,8,14,42,61,63,66],problem:[4,8,10,15,16,17,25,43,44,63,66,67],proc:38,proc_from_raw_data:63,proce:[12,18,32,53],procedur:[58,66,68],proceed:[8,66],process:[1,2,4,6,8,9,12,15,20,21,22,25,35,36,38,42,48,50,52,53,54,58,60,61,63,65,66,67,68],process_num:12,process_pr:63,processdata:[60,61],processor:47,prod:[38,44],prodict:8,produc:[8,9,12,18,32,38,61,63],product:[26,38,44,45,53,63,67],productgraph:54,profil:[28,37],proflier:47,program:[1,12,15,20,23,25,32,34,38,44,47,48,50],programm:64,progress:[18,22,50],proivid:2,proj:8,project:[8,9,26,30,37,42,45,65],promis:[8,9],prompt:28,prone:15,prop:66,propag:[10,50,52],properli:[43,63],properti:[2,50],propos:68,proposit:66,protect:[35,45],proto:[11,35],proto_:35,protobuf:[14,26,35,37],protocol:[7,50],prove:63,proven:68,provid:[8,12,15,23,26,35,36,38,47,48,53,58,59,60,61,64,67],providermemory_threshold_on_load_data:49,provis:53,provod:2,prune:8,ps_desir:18,pserver:[14,21,23,24,26,48,49,50,53],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,49,50],pserver_spec:14,pserverstart_pserv:49,pseudo:[15,26],psize:45,ptr:30,pull:[17,33,38,58,68],punctuat:67,purchas:63,purpos:[8,18,47],push_back:45,put:[17,18,21,38,45,48,54,63],pvc:53,pwd:[38,43,44],py_paddl:[4,59],pydataprovid:[1,2,63],pydataprovider2:[3,4,36,63,65,67],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,24,29,31,33,36,37,42,43,44,48,58,59,60,66,67,68],pythonpath:60,pzo:67,qualifi:37,qualiti:63,queri:[8,53,68],question:[8,15,35,53,66],quick:[50,54,62,68],quick_start:[26,53,54,55,63],quick_start_data:54,quickli:36,quickstart:54,quit:47,quot:64,r_t:8,rac:8,rais:12,ramnath:67,ran:47,rand:[47,50,52,59,66],random:[2,6,8,12,20,31,32,36,50,59,60,66],random_imag:20,randomli:[25,67],randomnumberse:49,rang:[2,8,12,20,32,35,50,52,60,64,66],rank:[8,15,53,61,63],rare:2,rate:[6,7,9,10,12,23,45,48,60,63,65,67,68],rather:[4,26,53,67],ratio:[8,50],raw:[8,36,63,67],raw_meta:65,rdma:[37,50],rdma_tcp:[49,50],reach:[18,47,66],read:[1,2,12,14,15,18,20,32,36,42,43,44,48,53,61,63,65],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_ranking_model_data:15,reader:[0,14,20,68],reader_cr:20,reader_creator_bool:32,reader_creator_random_imag:[12,32],reader_creator_random_image_and_label:[12,32],readi:[18,36,53,54,60],readlockguard:21,readm:[30,44,64,65,67],readonesamplefromfil:2,readwritebuffer_:21,readwritemani:53,real:[2,8,21,32,36,59],realist:15,reason:[9,15,16,18,38,54],recal:7,receiv:[18,26],recent:68,reciev:50,recogn:60,recognit:[2,8,61,67],recommand:2,recommend:[1,9,15,38,42,45,48,50,65],recommonmark:37,recompil:47,record:[12,22,35,44,53,66],recordio:[12,15,20,22],recov:[18,36,59],recoveri:22,rectangular:8,rectifi:8,recurr:[34,66,67],recurrent_group:[9,42],recurrent_lay:9,recurrentgradientmachin:30,recurrentgroup:7,recurrentlay:50,recurs:[17,28],recv:53,recvparametertyp:21,reduc:[10,48,50,52],refactor:31,refer:[1,4,6,8,9,10,16,18,22,23,24,34,42,43,44,45,48,54,58,60,63,65,68],referenc:[8,22],reflect:22,reg:35,regard:66,regardless:68,regex:65,region:[8,34,47,66],regist:[45,47],register_gpu_profil:47,register_lay:45,register_op:35,register_tim:21,register_timer_info:47,registerop:35,registri:[26,38,54],regress:[8,62],regular:[6,45,53,60,63,67],rel:[1,9,16,25,48],relat:[2,18,25,26,34,38,54,67],relationship:[36,59],releas:[33,37,38,53,64,66],relev:[66,68],reli:[16,37],reliabl:18,relu:[8,45],remain:63,rememb:8,remot:[6,17,21,44,45,48,50,52,53],remoteparameterupdat:[21,24,50],remov:[12,28,44,48,50,67],renam:[28,68],reorgan:8,repeat:35,replac:[17,22,38,67],replicaset:26,repo:17,report:[22,47,48],reportdataset:22,repositori:[8,44],repres:[2,4,8,9,22,42,45,53,60,63,64],represent:[8,23,63,67],reproduc:[43,68],request:[17,18,21,25,33,53,54,58,68],requir:[1,7,8,15,18,23,25,26,28,35,43,45,48,53,54,59,60,63,65],res5_3_branch2c_bn:61,res5_3_branch2c_conv:61,res:66,research:[12,60,64,67],resembl:67,reserv:[2,28],reserveoutput:45,reset:[8,18],reshap:[16,32],reshape_s:8,resid:43,residu:61,resiz:21,resnet:62,resnet_101:61,resnet_152:61,resnet_50:61,resolv:[17,44,54],resourc:[38,53],respect:[2,36,42,45,50,60,61,66,68],respons:[8,21,31,53,54],rest:[2,8,26,27,36],restart:[18,23,53,54],restartpolici:[53,54],restor:16,restrict:[34,50],resu:32,result:[4,5,7,8,14,16,22,47,50,53,60,61,63,65,66,67],result_fil:7,resum:25,retir:64,retran:53,retriev:[34,43,45,54],return_seq:9,reuqest:33,reus:[25,32,45],rev:43,reveal:15,revers:[8,9,42,66,67],review:[12,44,54,63,67],reviews_electronics_5:54,revis:63,rewrit:[17,68],rgb:8,rgen:67,rho:10,rich:36,right:[2,8,16,17,26,61],rkt:[26,43],rmsprop:63,rnn:[8,9,34,46,49,63,67],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_step:8,rnn_use_batch:[49,50],rnnlm:12,robot:60,robust:8,role:[12,15,22,23,53,62,67],roman:67,romanc:64,root:[10,11,48,53,54],root_dir:48,rot:8,roughli:[2,59],routledg:67,row:[4,7,8,12,21,45,61],row_id:8,rpc:22,rpcserver:22,rsize:53,rtype:[8,12],rule:[7,45,53],run:[15,16,17,18,26,34,38,44,45,46,47,50,53,55,56,58,60,61,63,65,67,68],runinitfunct:47,running_on_cloud:26,runtim:[1,2,37,38,48],s_param:59,s_recurrent_group:42,sacrif:1,safe:26,sai:[8,36,43,50,52],sake:45,sale:64,same:[2,4,7,8,9,14,15,16,22,23,25,34,42,48,52,53,58,63,65,66,67,68],samping_id:8,sampl:[2,4,7,12,35,48,50,52,58,59,61,63,65,66,67,68],sample_dim:59,sample_id:7,sample_num:7,santiago:67,satifi:7,satisfi:[17,48,53,63],save:[2,8,12,14,18,20,22,23,26,36,43,50,52,53,54,60,61,63,65,66,67,68],save_dir:[36,50,52,54,59,60,63,65,66,67,68],save_only_on:[49,50],saving_period:[49,50],saving_period_by_batch:[49,50,52,63],saw:2,scalar:[2,8],scale:[5,35,61,64],scalingproject:8,scan:22,scatter:8,scenario:[36,49],scene:49,schdule:53,schedul:[22,26,53,59],scheduler_factor:6,schema:58,scheme:[7,21,66],schmidhub:67,schwenk:68,sci:64,scienc:67,scientist:64,scope:16,score:[7,8,65,67,68],screen:65,scrip:63,script:[4,12,43,48,53,60,61,63,66,67,68],seaplane_s_000978:60,search:[8,18,34,37,42,50,66,68],seat:68,second:[2,8,15,28,32,34,35,36,38,48,58,61,63,64,67],secret:53,section:[2,42,45,48,53,63],sed:67,see:[2,4,8,9,15,18,36,38,44,47,53,58,59,61,63,65,67,68],seed:[47,50],seem:17,segment:7,segmentor:58,sel_fc:8,selcet:8,select:[8,44,53,64,68],selected_indic:8,selectiv:8,selector:54,self:[16,36,45,64,67],selfnorm:8,semant:[12,15,33,62,67],semat:15,sen_len:66,send:[18,23,35,50,53],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,35,54],sentenc:[2,8,12,42,63,66,67,68],sentiment:[2,36,62,63,66],sentiment_data:67,sentiment_net:67,sentimental_provid:2,separ:[2,7,23,50,58,63,64,65,66,68],seq:[8,12,65],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[58,68],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,58,68],seqtoseq_net:[8,58,68],sequel:2,sequenc:[2,5,7,8,9,11,12,45,58,63,65,66,67,68],sequence_conv_pool:63,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,42,63,66],seri:[9,67],serial:[2,14,22,31],serv:[38,47,53,59],server:[15,17,21,24,25,38,45,48,49],serverless:18,servic:[38,64],session:[38,47],set:[1,2,4,6,7,8,9,12,14,15,16,18,26,34,36,37,38,42,43,45,46,47,48,49,50,52,53,54,58,60,61,63,64,65,66,67,68],set_active_typ:45,set_default_parameter_nam:6,set_drop_r:45,set_float_el:16,set_input:8,set_siz:45,set_typ:45,setp:53,setq:43,settup:45,setup:[2,33,38,45,63],sever:[2,7,8,16,21,31,48,52,53,62,63,65,66,67,68],sgd:[10,14,15,18,26,31,48,59,67,68],sgdasync_count:49,shall:17,shallow:66,shape:[8,12,14,16,61],shard:[18,19,20,21,22,23,25,53],share:[8,17,30,31,37,38,43,47,50,54,66],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[29,30,34],shell:[53,61],shift:[8,61],ship:60,shold:67,shop:67,shorten:8,shorter:61,should:[2,4,6,7,8,12,14,15,16,23,26,31,32,35,36,42,44,48,53,60,63,65,66,67,68],should_be_fals:15,should_be_tru:15,should_shuffl:[2,66],show:[4,7,10,18,28,36,43,50,53,54,58,61,63,65,66,67,68],show_check_sparse_distribution_log:[49,50],show_layer_stat:[49,50],show_parameter_stats_period:[49,50,52,54,63,66,67,68],shown:[2,8,15,42,45,47,53,59,60,61,63,65,67,68],shrink:45,shuf:65,shuffl:[2,12,65,67],sid:53,side:[8,14,31,61],sig:53,sigint:48,sigmod:35,sigmod_op:35,sigmod_output:35,sigmoid:[8,35,45],sigmoidactiv:9,sign:[27,53],signal:48,signatur:53,signific:47,similar:[8,32,53,63,65],similarli:[8,12,66],simpl:[1,2,5,7,8,9,12,14,34,35,37,38,44,47,50,63,65,66,67],simple_attent:42,simple_gru:[42,63],simple_lstm:[8,63],simple_rnn:[8,42],simpler:31,simplest:53,simpli:[1,8,15,23,37,38,42,47,58,61,65,67,68],simplifi:[15,35,45,54],simultan:53,sinc:[8,18,22,24,25,32,36,38,47,53,59,63,64,68],sincer:[44,67],singl:[2,7,9,12,18,34,38,45,48,54,61,63,66,68],sinlg:14,site:[17,53],six:[58,66,68],size:[2,7,8,9,10,12,14,18,20,21,23,32,35,36,42,45,48,50,59,60,61,63,64,66,67,68],size_a:8,size_b:8,size_t:[21,45],sizeof:58,skill:68,skip:[32,36,44,48,53,61],sliceproject:8,slide:[8,10,12,18],slightli:60,slope:8,slopeinterceptlay:8,slot:[65,66],slow:[2,47],slowli:43,small:[2,12,16,45,48,50,60,68],small_messag:[49,50],small_vgg:60,smaller:[8,16,18],smart:34,smartli:8,smith:67,smooth:8,snap:54,snapshot:[19,25,53],snippet:[42,45,47,53,63],social:67,sock:26,sock_recv_buf_s:[49,50],sock_send_buf_s:[49,50],socket:50,softmax:[8,9,15,42,45,58,63,66,67],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:63,softwar:[38,47],solv:[15,66],solver:68,some:[2,6,8,12,14,15,17,21,22,23,25,26,34,36,37,44,45,47,49,50,52,53,59,63,64,65,66,67,68],some_c_api_funct:30,some_inst:30,some_python_class:29,somecppclass:29,somedata:14,somegotyp:29,someth:[2,8,21,43],sometim:[8,10,32,43,47,67],somewhat:23,somewher:34,soon:18,sophist:[36,45,48],sort:[8,12,50,53,65,67,68],sourc:[8,12,16,17,28,30,32,36,38,42,44,46,53,54,58,63,65,68],source_dict_dim:42,source_language_word:42,space:[7,8,38,42,43,47],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,21,45,48,50,53,63],sparse_binary_vector:[2,12,63],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:45,sparseprefetchrowcpumatrix:45,spatial:[8,60],speak:[42,68],spec:[53,54],specfii:50,speci:60,special:[8,23,37,58,63,68],specif:[1,17,18,28,34,43,52,60,63,65],specifi:[1,2,7,8,15,21,22,23,26,28,34,35,36,37,42,43,45,50,53,59,60,61,63,64,65,67,68],speech:8,speed:[9,38],spefici:61,sphinx:[29,37,38],sphinx_rtd_them:37,split:[2,8,25,48,52,53,58,61,63,66],split_count:53,sql:1,sqrt:8,squar:[8,10,11,36],squarerootnpool:8,squash:68,srand:50,src:[17,68],src_backward:42,src_embed:42,src_forward:42,src_root:4,src_word_id:42,srl:[12,66],ssd:8,ssh:[38,48,53,54],sshd:38,ssl:37,sstabl:15,stabil:16,stabl:[33,53],stack:[36,53,63,66],stacked_lstm_net:67,stacked_num:67,stackexchang:8,stage:[17,24,44,48],stake:68,stale:18,stamp:47,standard:[6,43,58,60,66,67,68],stanford:[12,16,54],star:[17,64],start:[8,14,17,18,21,22,23,25,26,31,36,38,42,43,47,48,50,57,58,62,65,68],start_pass:[49,50],start_po:8,start_pserv:50,startup:[18,26,53],stat:[37,47,50,66,67,68],state:[8,9,18,34,36,42,50,54,59,66,68],state_act:[8,9],statement:[45,53],staticinput:[8,42],statist:[8,50,63,66,67,68],statset:47,statu:[26,44,47,53,54],status:54,std:[14,17,21,29,30,34,35,45,50],stderr:48,stdout:48,step:[4,8,9,11,18,23,31,35,38,42,44,45,47,48,53,54,63,65,66,67,68],stepnet:34,still:[22,25,61],stmt1482205552000:53,stmt1482205746000:53,stochast:[10,18,22,25],stock:67,stop:[8,38,43,48,50,54,65],storag:[27,37,53,54,60],store:[7,8,12,14,16,17,21,31,34,45,48,50,53,54,58,60,61,63,65,66,67,68],str:[14,26,52],strategi:[2,11,18,50,66],street:[8,66],strength:59,strict:32,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,22,28,34,35,45,50,53,67],strip:[63,66],struct:[22,23,27,30,35],structur:[22,48,53,58,60,63,65,66,67,68],sts:53,student:64,stuff:44,stun:2,style:[2,8,35,37,44],sub:[7,8,12,15,25,31,42,45,60,63,68],sub_nest_seq:8,sub_sequ:[2,8],subcommand:28,subgradi:10,submit:[44,49,50,53],subnet0:53,subnet:[15,53],subobjectpath:54,subsequ:8,subsequenceinput:8,subset:[45,68],substanti:61,substitut:68,succe:67,succeed:[22,54],success:[8,23,53,54,61,66],successfulcr:54,successfuli:67,successfulli:[61,65,67],successor:[50,68],sucessfulli:68,sudo:[37,43,53,60],suffic:[32,36],suffici:50,suffix:[26,68],suggest:[8,17,47],suitabl:[44,50,60],sum:[8,10,16,19,42,45],sum_:8,summar:[63,67],sumpool:8,support:[6,7,8,11,12,16,18,25,26,31,32,37,38,42,43,44,45,47,50,53,66],suppos:[17,36,45,63],suppress:[8,28],sure:[43,44,45,53,60,67],surpass:8,survei:67,svs:35,swagger:27,swap_channel:61,swig:[4,24,29,30,37],swig_paddl:[4,59],symbol:[8,30],symlink:44,sync:[18,44,50,59],syncflag:45,synchron:[10,18,22,48,50,53],syntact:66,syntax:[32,65],synthect:36,synthes:59,synthet:36,sys:61,system:[17,18,23,25,27,37,38,48,54,63,66,67,68],t2b:58,tab:[38,63],tabl:[2,7,8,61,63,68],tableproject:8,tag:[7,12,38,42],tagtyp:7,take:[2,4,7,8,9,15,17,18,25,42,43,45,47,53,54,59,66,68],taken:[2,66],talk:23,tanh:[8,9,42,45],tanhactiv:9,taobao:67,tar:[14,37,53],tarbal:53,target:[8,12,14,17,42,44,58,63,68],target_dict_dim:42,target_dictionary_dim:8,target_language_embed:8,target_language_word:42,target_link_librari:17,targetinlink:8,task:[2,7,8,35,36,42,52,58,61,66,67,68],task_queu:22,taskentri:22,taskqueu:22,tbd:24,tconf:67,tcp:[50,53],teach:63,tear:47,technic:18,technician:64,techniqu:[42,45],technolog:43,tee:[54,60,66,67,68],tell:[18,22,23,35,38,47,65],tellig:67,templat:[35,54,66],tempor:[8,63,66],temporari:26,ten:43,tensor:[16,17],tensor_s:16,tensor_test:17,tensor_to_check:16,term:[8,9,18,66,67],termin:54,terminolog:36,tese:1,tesh:66,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,30,32,33,37,38,46,47,48,49,58,60,61,63,64,68],test_all_data_in_one_period:[54,60,65,66,67],test_data:68,test_fcgrad:45,test_gpuprofil:47,test_layergrad:45,test_list:[2,36,60,63],test_part_000:67,test_pass:[49,50,52,68],test_period:[49,50,52],test_ratio:65,test_wait:[49,50],testa:15,testb:15,testbilinearfwdbwd:47,testconfig:45,tester:[65,68],testfcgrad:45,testfclay:45,testlayergrad:45,testmodel_list:49,testq:15,testresult:14,testsave_dir:49,testutil:45,text1:28,text:[1,2,7,9,12,15,38,53,58,62,63,65,67],text_conv:63,text_conv_pool:65,text_fil:[12,67],tflop:47,tgz:[12,37],than:[2,4,6,7,8,9,18,26,37,38,42,43,45,48,53,61,66,67,68],thank:[58,68],thei:[2,8,15,17,18,23,25,28,35,36,38,42,43,45,47,48,49,53,61,67],them:[1,2,7,8,9,15,16,17,18,21,26,32,34,35,36,38,43,47,49,50,53,60,61,63,65,67,68],themselv:17,theori:47,therefor:37,therein:8,therun:61,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,31,32,35,36,37,38,42,43,44,45,47,48,50,52,53,54,58,59,60,61,63,64,65,66,67,68],thing:[2,36,44,47,65,66],think:[15,17],third:[8,18,47,61,67],third_parti:8,thirt:43,those:[17,18,61,66],thought:[17,47],thread:[45,47,50,52,65,66,67,68],thread_local_rand_use_global_se:[49,50],threadid:52,threadloc:47,three:[2,7,8,16,18,31,32,36,50,59,61,67,68],threshold:[6,7,8,18,22,50,67],thriller:64,through:[4,8,17,18,22,24,42,45,47,48,58,59,60,67,68],throughout:63,throughput:47,thu:[2,8,25,36,45,53,68],tier:54,tight:37,time:[2,8,9,11,12,15,16,17,18,22,25,32,35,36,42,43,47,50,52,54,63,64,66,67,68],timelin:[8,47],timeo:53,timeout:[18,22],timeout_sec:12,timer:37,timestamp:[8,19,64],timestep:[2,8,34],titil:65,titl:[12,64,65],tls:27,tmall:67,to_no_sequ:8,to_sequ:8,todo:[7,8,10,12,18,22,25,35],toend:8,togeth:[2,8,9,12,14,42],token:[7,8,15,42,58,67,68],toler:[14,16],too:[12,16,38],tool:[38,42,43,44,53,67],toolchain:37,toolkit:37,top:[7,14,61,66],top_k:7,toplevel:43,topolog:[15,18,31],topolopi:14,toronto:[12,60],total:[14,18,32,47,48,54,58,68],total_pass:32,touch:67,tourism:67,tourist:68,toward:36,tra:68,track:[18,22,44],tractabl:8,tradesman:64,tradit:8,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,20,22,23,25,31,42,45,46,47,49,55,56,61],train_conf:[58,68],train_config_dir:53,train_data:68,train_id:53,train_list:[2,36,60,61,63],train_part_000:67,trainabl:8,traindot_period:49,trainer:[2,4,15,19,20,21,22,24,31,36,45,48,50,52,59,63,66,67,68],trainer_config:[1,2,36,48,53,54,63,65,67],trainer_config_help:[2,36,45,60,63],trainer_count:[49,50,52,53,54,65,66,67,68],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[50,53],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerid:25,trainerintern:[63,65,68],training_machin:59,trainingtest_period:49,trainonebatch:21,trainonedatabatch:59,tran:[45,50],trane:2,transact:[18,22,67],transfer:[1,2],transform:[8,42,45,59,60,63,66],transform_param_attr:9,translat:[8,9,36,58,65,67,68],transpar:48,transport:50,transpos:[8,45,59],transposedfullmatrixproject:8,travel:2,travi:[37,44],treat:[8,23],treatment:23,tree:[8,50,68],trg:68,trg_embed:42,triain:1,tricki:29,trigger:[25,31],trim:8,trivial:2,trn:63,truck:60,true_imag:32,true_label:32,true_read:32,truth:[7,8,63,68],tst:63,tune:[6,8,46,63,65,68],tuninglog_barrier_abstract:49,tupl:[2,8,12,14,32],ture:8,turn:[8,32,59],tutori:[38,42,44,45,47,48,53,54,55,56,61,63],tweet:67,twelv:68,twine:33,twitter:67,two:[1,2,7,8,9,15,23,24,25,26,28,32,34,35,36,38,42,47,48,52,53,58,59,60,61,63,65,66,67,68],txt:[2,17,26,28,45,48,53,63,65,67],type:[2,7,8,9,11,12,14,15,18,21,22,25,26,27,28,29,30,32,35,36,38,42,43,45,50,52,53,54,60,61,63,65,66],type_nam:35,typedef:[23,29,30],typeid:35,typenam:35,typic:[4,7,38,47,67],ubuntu:33,ubyt:32,uci:12,ufldl:8,uid:54,uint32:27,uint64:29,uint64_t:29,unawar:23,unbalanc:50,unbound:42,unclear:25,unconstrain:67,under:[17,22,36,37,38,53,64,67],underli:36,understand:[38,47,58,60,67],understand_senti:42,understudi:68,undeterminist:47,unemploi:64,unexist:66,unidirect:8,uniform:[6,8,12,20,32,50,59],uniqu:[15,18,25,26,34,50,53],unique_ptr:[34,45],unit:[8,9,17,36,37,38,42,44,46,66],unittest:30,unittestcheckgrad_ep:49,univ:68,unix:48,unk:[58,68],unk_idx:[63,66],unknown:8,unlabel:67,unlik:[8,66,67,68],unordered_map:34,unseg:8,unsign:23,unsup:67,unsupbow:67,until:[18,23,34,48,53,66],untrack:44,unzip:65,updat:[6,8,10,18,22,23,27,31,34,37,44,45,48,50,52,67],update_equ:14,update_hook:6,updatecallback:45,updatestack:53,upload:[18,26,27,33],upon:[18,66],upper:8,upstream:44,uri:53,url:[12,67],urls_neg:67,urls_po:67,urls_unsup:67,usag:[1,2,7,8,9,14,31,36,47,58,59],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,24,31,34,35,36,37,38,39,42,43,44,45,47,48,50,52,53,54,58,59,60,61,63,64,65,66,67,68],use_etcd:14,use_global_stat:8,use_gpu:[49,50,52,54,59,60,61,63,65,66,67,68],use_jpeg:60,use_old_updat:[21,49,50],use_seq:[36,65],use_sparse_remote_updat:21,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,24,25,31,32,34,35,36,39,42,43,45,47,48,49,50,52,53,58,60,61,63,65,66,67,68],useful:[1,2,8,9,16,34,42,45,52,63,66,67],usegpu:[45,59],useless:48,user:[1,2,6,8,9,12,14,15,16,17,20,22,25,26,28,32,34,35,36,38,48,49,50,53,61,63,66],user_id:65,user_info:12,user_nam:20,usercert:20,userid:64,userinfo:12,userkei:20,usernam:[20,44],uses:[2,18,25,31,42,43,44,45,50,53,60,61,63,65,68],using:[1,2,4,6,8,9,12,14,15,17,18,22,23,25,26,28,32,34,35,36,38,42,43,44,45,47,50,52,53,54,58,59,60,61,63,66,67],usr:[37,48,50,53],usrdict:58,usrmodel:58,usual:[8,14,26,36,37,47,50,52,53,67],utf:58,util:[4,37,42,45,47,60,65,67],uuid:[19,25],v28:8,valid:[32,34,53,61,67],valu:[2,4,6,7,8,10,11,12,14,16,18,31,34,35,36,42,45,50,52,53,59,60,61,66,67],value1:50,value2:50,value_evalu:7,value_rang:12,vanilla:42,vanish:67,vari:[47,53],variabl:[2,8,12,15,16,35,36,37,45,48,53,54,67],varianc:[8,61],variant:[8,38],varproto:35,vars_:34,vector:[2,8,9,12,15,21,23,42,45,58,63,65,67,68],vectorenable_parallel_vector:49,vendor:17,verb:[12,66],verbos:28,veri:[2,8,11,17,22,31,34,42,47,60,63,67],verifi:45,versa:37,version:[8,9,17,26,28,33,37,38,43,45,47,48,49,50,53,54,58,60,64,66,67,68],versu:15,vertic:[8,61],vgg:[9,60],vgg_16_cifar:60,via:[18,32,37,44,47,48,53,63],vice:37,view:8,virtual:[38,43],virtualenv:[43,65],visibl:[25,34,38],vision:60,visipedia:60,visit:14,visual:[8,38,47],viterbi:66,vlog:21,voc_dim:63,vocab:67,volum:[38,54],volumemount:[53,54],volumn:53,voluntarili:64,vutbr:12,wai:[2,7,8,9,15,23,25,36,38,42,43,45,48,52,65,66,68],wait:[10,18,23,44,50],walk:[4,59],wall:66,wangkuiyi:17,want:[2,8,9,15,26,32,34,36,37,38,43,44,45,50,52,58,61,63,65,66,67],war:64,warn:28,warp:[8,47],warpctc:8,watch:18,wbia:[53,61],web:38,websit:[60,63,66,67],wei:[66,67],weight:[7,8,9,10,42,45,50,52,60,61],weight_act:9,weightlist:45,weights_:45,weights_t:45,welcom:[17,65,67],well:[26,38,45,50,53,60,63],were:[7,17],west:53,western:64,wether:8,wget:37,what:[6,8,9,10,17,35,36,44,48,63,65],whatev:43,wheel:37,when:[1,2,6,7,8,12,14,16,17,18,21,22,23,26,28,31,42,43,44,45,47,50,52,53,54,58,59,60,66,67,68],whenev:65,where:[2,8,9,10,15,18,25,36,42,45,47,48,50,52,58,61,66,68],wherea:22,whether:[7,8,9,14,32,45,50,59,60,65,67,68],which:[1,2,4,6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,31,32,34,35,36,42,43,44,45,47,48,50,52,53,59,60,61,63,64,65,66,67,68],whichev:59,whl:37,who:[58,61,64],whoever:23,whole:[2,7,12,29,30,35,53,54,63,64,65,68],whose:[2,8,12,18,25,35,42,65,66],why:[9,16,30,43],wide:[17,66],width:[7,8,12,21,29,32,45,60,68],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,38,43,67],wise:8,with_avx:[38,44],with_avxcompil:37,with_bia:35,with_coveragecompil:37,with_doccompil:37,with_doubl:45,with_doublecompil:37,with_dsocompil:37,with_gpu:[38,43,44],with_gpucompil:37,with_profil:47,with_profilercompil:37,with_pythoncompil:37,with_rdmacompil:37,with_style_check:44,with_style_checkcompil:37,with_swig_pycompil:37,with_test:[38,44],with_testingcompil:37,with_tim:47,with_timercompil:37,within:[8,22,36],without:[7,8,18,23,32,48,67],wmt14:[42,68],wmt14_data:68,wmt14_model:68,wmt:68,wmt_shrinked_data:12,woboq:38,won:[47,61],wonder:2,word2vec:26,word:[2,7,8,12,35,42,52,62,65,66,67,68],word_dict:[63,66],word_dim:63,word_id:2,word_idx:12,word_slot:66,word_vector:63,word_vector_dim:[8,42,58],words_freq_sort:12,work:[2,4,12,15,17,18,32,37,42,43,44,45,47,48,50,53,54,63,65],worker:53,workercount:53,workflow:[38,44,53],workspac:[38,50,65],worri:36,wors:59,would:[14,17,18,25,31,32,38,43,48,53,59,63,66],wrap:66,wrapper:[9,17,47],writ:65,write:[2,12,15,18,25,32,38,43,44,46,48,53,60,65,66,68],write_lock:19,writelin:36,writer:[15,64],written:[65,67],wrong:[2,32],wsize:53,wsj:66,www:[8,12,60,68],x64:37,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,45],xgbe0:50,xgbe1:50,xiaojun:67,xmap_read:12,xrang:[16,32,36,45],xxbow:67,xxx:[15,61,68],xxxx:19,xxxxxxxxx:53,xxxxxxxxxx:53,xxxxxxxxxxxxx:53,xxxxxxxxxxxxxxxxxxx:53,xzf:37,y_neg:16,y_po:16,y_predict:36,yaml:[17,53,65],yancey1989:26,yann:12,yapf:44,year:64,yeild:[14,60],yield:[2,12,15,20,32,36,63,65,66,67],yin:8,you:[1,2,4,6,8,9,14,16,26,34,36,37,38,42,43,44,45,47,48,50,52,53,58,59,60,61,63,65,66,67,68],your:[2,8,15,17,21,26,28,37,38,43,44,45,47,48,52,53,63,67],your_access_key_id:53,your_secrete_access_kei:53,your_source_root:30,yourself:8,yum:37,yuyang18:[8,10,12],zachari:67,zeng:67,zero:[2,6,8,10,12,16,18,31,45,50,53,63],zhidao:58,zhou:[66,67],zip:[12,64],zone:53,zxvf:53},titles:["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","Auto Gradient Checker Design","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","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","&lt;no title&gt;","&lt;no title&gt;","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":20,"\u4e0d\u4f7f\u7528":29,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":29,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":29,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":29,"\u4ec5\u4ec5\u4f7f\u7528void":29,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":29,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":30,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":30,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":33,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":29,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":29,"\u539f\u56e0\u5217\u8868":29,"\u53c2\u8003\u6587\u6863":27,"\u540d\u8bcd\u89e3\u91ca":27,"\u57fa\u672c\u8981\u6c42":29,"\u5b9e\u73b0":29,"\u5b9e\u73b0\u65b9\u5f0f":30,"\u5bfc\u51fac":29,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":29,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":30,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":27,"\u6846\u67b6\u751f\u6210":27,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":27,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":30,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u76ee\u5f55\u7ed3\u6784":30,"\u76ee\u6807":27,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":29,"\u7c7b":29,"\u7f16\u8bd1\u9009\u9879":30,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":29,"\u80cc\u666f":29,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":29,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":33,"case":52,"class":[31,45],"filemanager\u8bbe\u8ba1\u6587\u6863":27,"function":[17,58],"new":45,"paddle\u52a8\u6001\u5e93\u4e2d":29,"paddle\u53d1\u884c\u89c4\u8303":33,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":33,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":29,"return":32,AWS:53,Abs:5,DNS:53,EFS:53,For:[17,54],KMS:53,Not:43,The:[23,31],Use:[52,54],Using:[17,23,38,44],With:[26,38],access:53,account:53,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:53,address:53,addto:8,adversari:59,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18,63],all:34,analysi:67,api:[0,3,30,35,38],appendix:63,applic:3,approach:47,architectur:[42,63],argument:[28,32,49,52,63],arrai:16,asset:53,associ:[34,53],async:50,attent:42,attribut:6,auc:7,auto:16,avg:11,aws:53,backgraound:16,background:36,base:26,basepool:11,batch:32,batch_norm:8,batch_siz:32,beam_search:8,between:[15,35],bidirect:67,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,bleu:68,block_expand:8,book:38,branch:44,brelu:5,bucket:53,build:[37,39,43,44,54],built:47,cach:2,can:34,capi:30,capi_priv:30,cento:37,check:[8,16,45,48],checker:16,checkpoint:[18,19,25],chines:58,choos:[17,53],chunk:7,cifar:12,classif:[7,60],classification_error:7,classification_error_print:7,client:23,clip:8,clone:44,close:16,cloudform:53,cluster:[24,48,52,53],cmake:17,code:[26,43,44],column_sum:7,command:[51,52,63,68],commit:[44,54],common:50,commun:50,compos:32,concat:8,concept:53,conclus:25,config:[3,52,65,66],configur:[13,42,46,48,53,63,65],conll05:12,connect:8,contain:[38,54],content:[30,47,53],context_project:8,contribut:44,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:25,convolut:[60,63],core:[16,53],cos_sim:8,cost:8,cpu:[38,52],creat:[32,34,44,53,54],creation:22,creator:32,credenti:53,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,custom:32,dat:64,data:[8,12,18,32,36,53,54,58,59,60,63,65,66,67,68],datafeed:12,dataprovid:[2,3,50],dataset:[12,18,22,64,65,68],datatyp:12,date:44,decayedadagrad:10,decor:32,defin:[53,63,67,68],delet:[44,53],delv:60,demo:53,dens:25,depend:37,deploi:26,deriv:45,descript:[28,50,59,64,66],design:[15,16,18,22,23,24,25,31,32,34],destroi:[34,53],detail:[21,50,60],detect:[7,8],detection_map:7,detection_output:8,develop:[38,43,44,46],devic:52,dictionari:[32,58],differ:52,directori:53,dispatch:[18,22],distribut:[15,18,21,26,48,50,53],doc:[15,18,22,23,24,25,31,32],docker:[26,38,43,54],document:[38,57],dotmul_oper:8,dotmul_project:8,down:53,download:[37,53,54,58,61,65,68],dropout:8,dylib:30,dynam:18,ec2:53,elast:53,elect:25,embed:[8,58,63],enough:16,entri:32,environ:26,eos:8,equat:45,evalu:[7,36,65],evalutaion:68,event:[14,15],exampl:[15,17,30,58,59],exercis:60,exp:5,expand:8,expandlevel:8,explain:16,extern:53,extract:[58,61,65,68],fault:18,featur:[61,64,65,66],field:65,file:[53,54,63,64,65],find:53,first_seq:8,fork:44,form:35,format:[18,63],framework:16,from:[15,25,35,37,39,43],full_matrix_project:8,fulli:8,gan:59,gate:42,gated_unit:8,gener:[42,43,59,68],get:[40,54],get_output:8,github:44,gotcha:43,gpu:[38,47,50,52],gradient:[16,23,45],gradient_print:7,graident:16,group:[8,53],gru:[9,50],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:47,handler:[15,29],happen:25,high:35,hook:44,how:[16,21,32,46,47],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:53,ident:5,identity_project:8,imag:[8,9,26,38,54,60],imagenet:61,imdb:[12,67],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,32,45,59],infer:[14,63],info:61,ingredi:15,ingress:27,init_hook:2,initi:[23,52,53],input_typ:2,insid:34,inspect:53,instal:[37,39,53,63],instanc:53,integr:53,interact:35,interfac:[12,16,18,23,24,32,34,61],interpol:8,introduct:[1,58,61,67,68],isn:32,issu:44,job:[18,26,48,53,54],join:8,keep:44,kei:53,kill:48,kmax_sequence_scor:8,kube:53,kubectl:53,kubernet:[26,53,54],label:66,lambda_cost:8,larg:21,last_seq:8,launch:48,layer:[8,15,45,52],learnabl:8,leval:35,level:35,libpaddle_capi_shar:30,libpaddle_capi_whol:30,librari:23,line:[51,63],linear:[5,36],linear_comb:8,list:[19,32],local:[34,44,52,53],log:[5,63],logic:22,logist:63,low:35,lstm:[9,50,66,67],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:32,master:[18,22,26],math:8,mathemat:16,matrix:50,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:8,messag:35,meta:65,mini:32,minibatch:12,misc:8,mix:[8,52],mnist:[12,59],model:[2,3,13,15,21,23,25,36,38,41,42,48,52,58,59,60,61,62,63,68],modifi:54,momentum:10,movi:[64,65],movielen:[12,64,65],mse_cost:8,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:32,multiplex:8,name:[34,53],nce:8,need:[32,43,47],network:[9,42,52,59,60,61,63,65,66],neural:[42,60,63,65,66],neuralnetwork:36,nlp:[9,50],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:47,nvvp:47,object:[18,65],observ:[58,61],onli:[32,34,38],opproto:35,optim:[10,18,23,46,63],option:[28,37,58],order:28,origin:44,orthogon:34,outlin:49,output:[8,48,53],overview:[25,34,63],packag:17,pad:8,paddl:[21,32,33,34,54],paddlejob:26,paddlepaddl:[15,38,39,43,53,57,58,68],pair:53,parallel_nn:52,paramet:[6,8,14,15,18,23,24,26,31,50,51,53,58,61],paraphras:58,parent:34,partit:23,pass:52,path:[25,28],perform:[47,50],persist:22,pfsclient:[27,28],pfsserver:27,pnpair:7,point:53,pool:[8,11],power:8,pre:44,precision_recal:7,predict:[4,60,61,65,66,67],prefetch:32,prelu:8,prepar:[36,48,53,58,59,60,65,67,68],preprocess:[58,60,63,65,68],prerequisit:48,pretrain:[58,68],print:7,privat:53,problem:36,process:[18,23,26,43],profil:47,project:17,provid:[2,32,63,65,66],pserver:25,pull:44,push:44,pydataprovider2:2,python:[4,16,26,32,35,38,45,61,63,65],queue:[18,22],quick:63,randomnumb:50,rank:7,rank_cost:8,rat:65,rate:64,reader:[12,15,32],recoveri:18,recurr:[8,9,42,63],recurrent_group:8,ref:16,refer:[2,47,66,67],region:53,regist:35,regress:[36,63,65],regular:23,relu:5,remot:24,render:53,repeat:8,request:44,requir:[17,37,44],reshap:8,resnet:61,result:[48,54,68],retri:22,revis:58,rmsprop:10,rnn:[41,42,50],role:66,rotat:8,route53:53,row_conv:8,row_l2_norm:8,run:[43,48,54,66],runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:34,script:54,secur:53,select:23,selective_fc:8,semant:66,sentiment:[12,67],seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:42,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[18,22,23,26,50,53],servic:53,set:51,setup:[37,53],sgd:50,share:[15,34],should:34,shuffl:32,sigmoid:5,simpl:[36,42],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:32,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,some:43,sourc:[37,39,43],span:37,spars:[23,24,25,52],specifi:[52,58],split:65,spp:8,squar:5,squarerootn:11,stack:67,standard:63,stanh:5,start:[15,40,44,53,54,63],startup:54,store:18,structur:59,sub_nested_seq:8,subcommond:28,submit:26,suffici:32,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:63,synopsi:28,system:53,tabl:30,table_project:8,take:32,tanh:5,task:[18,22],tear:53,templat:53,tensor:8,test:[43,44,45,50,52,65,66,67],text:68,text_conv_pool:9,theori:16,thi:34,timelin:25,timer:47,tip:47,todo:[19,20],togeth:34,toi:59,toler:18,tool:[17,47],train:[14,15,18,21,24,26,32,36,38,48,50,52,53,54,58,59,60,63,65,66,67,68],trainer:[14,18,23,25,26,53,65],tran:8,trans_full_matrix_project:8,transfer:63,tune:[47,50],tutori:[58,60,62,66,67,68],two:16,ubuntu:37,uci_h:12,unit:[43,45,50],updat:[15,24,25,53],usag:[32,38,46],use:[21,32],user:[18,58,64,65,67,68],util:7,value_print:7,variabl:34,vector:50,verifi:53,vgg_16_network:9,visual:61,volum:53,vpc:53,warp_ctc:8,what:[21,25,43,47],when:[25,34],why:[32,47],wmt14:12,word:[58,63],work:38,workflow:68,workspac:48,wrapper:45,write:[45,63],yaml:54,zoo:[61,62]}})