Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/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/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/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/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":62,"00186201e":5,"00m":46,"01852v1":9,"03m":46,"0424m":46,"0473v3":10,"055ee37d":52,"05d":59,"0630u":46,"06u":46,"0810u":46,"08823112e":5,"0957m":46,"0ab":9,"0rc1":32,"0rc2":32,"0th":67,"10007_10":66,"10014_7":66,"100gb":46,"100gi":52,"10g":25,"10m":46,"1150u":46,"11\u5b9e\u73b0\u4e86c":29,"11e6":53,"12194102e":5,"124n":46,"13m":53,"1490u":46,"15501715e":5,"1550u":46,"15mb":62,"1636k":67,"16mb":62,"16u":46,"173m":60,"173n":46,"1770u":46,"18ad":52,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":53,"197u":46,"1gb":46,"1st":[57,60,66,67],"202mb":67,"210u":46,"211839e770f7b538e2d8":10,"215n":46,"228u":46,"234m":60,"2520u":46,"252kb":62,"25639710e":5,"25k":62,"2680u":46,"27787406e":5,"279n":46,"27m":46,"285m":46,"2863m":46,"28m":46,"28x28":3,"2977m":46,"2cbf7385":52,"2nd":[9,66,67],"302n":46,"30u":46,"32777140e":5,"328n":46,"32u":46,"32x32":[13,59],"331n":46,"3320u":46,"36540484e":5,"365e":52,"36u":46,"3710m":46,"3768m":46,"387u":46,"38u":46,"3920u":46,"39u":46,"3rd":[64,66,67],"4035m":46,"4090u":46,"4096mb":49,"4279m":46,"43630644e":5,"43u":46,"448a5b355b84":53,"4560u":46,"4563m":46,"45u":46,"4650u":46,"4726m":46,"473m":53,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":49,"50bd":52,"50gi":52,"51111044e":5,"514u":46,"525n":46,"526u":46,"53018653e":5,"536u":46,"5460u":46,"5470u":46,"54u":46,"55g":67,"5690m":46,"573u":46,"578n":46,"5798m":46,"586u":46,"58s":53,"5969m":46,"6080u":46,"6082v4":9,"6140u":46,"6305m":46,"639u":46,"655u":46,"6780u":46,"6810u":46,"682u":46,"6970u":46,"6ce9":52,"6node":47,"6th":67,"704u":46,"70634608e":5,"7090u":46,"72296313e":5,"72u":46,"73u":46,"75u":46,"760u":46,"767u":46,"783n":46,"784u":46,"78m":46,"7eamaa":13,"7kb":53,"8250u":46,"8300u":46,"830n":46,"849m":46,"85625684e":5,"861u":46,"864k":67,"8661m":46,"892m":46,"901n":46,"90u":46,"918u":46,"9247m":46,"924n":46,"9261m":46,"93137714e":5,"9330m":46,"94u":46,"9530m":46,"96644767e":5,"983m":46,"988u":46,"997u":46,"99982715e":5,"99m":60,"99u":46,"9f18":53,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":26,"\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":26,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":26,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":32,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":26,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":26,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":26,"\u4e0b\u8f7d\u5230\u672c\u5730":26,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":29,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":26,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":28,"\u4e0d\u4f7f\u7528c":28,"\u4e0d\u4f7f\u7528swig":28,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":28,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":28,"\u4e0d\u5728":29,"\u4e0d\u5bb9\u6613\u51fa\u9519":26,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":28,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":28,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":28,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":26,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":32,"\u4e0e\u53ef\u80fd\u6709\u7684":32,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":29,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":28,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":28,"\u4e2a\u6027\u5316\u63a8\u8350":32,"\u4e2d":[28,29],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":28,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":29,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":26,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":29,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":26,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":29,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":29,"\u4e5f\u4e0d\u751f\u6210":29,"\u4e66\u5199":28,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":28,"\u4ece":32,"\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":29,"\u4ed6\u662f\u5c06":29,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":28,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":28,"\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":26,"\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":28,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":28,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":29,"\u4f46\u4e0d\u66b4\u9732":29,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":32,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":32,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":29,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":28,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":28,"\u4f7f\u7528":[29,32],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":28,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":29,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":29,"\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":28,"\u4f7f\u7528c":29,"\u4f7f\u7528c99\u505a\u63a5\u53e3":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":28,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":28,"\u4f7f\u7528regress":32,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":28,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":28,"\u4f7f\u7528void":28,"\u4f8b\u5982":[20,28,29,32],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":28,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":28,"\u4f8b\u5982\u5bf9\u4e8epython":28,"\u4f8b\u5982c":28,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":28,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":28,"\u4f8b\u5982python\u7684":28,"\u4f9d\u6b21\u7c7b\u63a8":32,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":28,"\u4fee\u590d\u6240\u6709bug\u540e":32,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":32,"\u4fee\u590dubuntu":32,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":32,"\u505a\u63a5\u53e3":28,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":29,"\u5176\u4e2d":[28,32],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":29,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":32,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":29,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":29,"\u5177\u4f53\u8bf7\u53c2\u8003":29,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":28,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":28,"\u518d\u57fa\u4e8e":32,"\u5199\u4ee3\u7801":28,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":29,"\u51fd\u6570\u547d\u540d":28,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":32,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":32,"\u5206\u652f\u4e2d":32,"\u5206\u652f\u4e3a\u5f00\u53d1":32,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":32,"\u5206\u652f\u4e3a\u7a33\u5b9a":32,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":32,"\u5206\u652f\u5408\u5165":32,"\u5206\u652f\u5408\u5165master\u5206\u652f":32,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":32,"\u5206\u652f\u540d\u4e3a":32,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":32,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":32,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":32,"\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":29,"\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":26,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":32,"\u52a8\u6001\u5e93":28,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":29,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":32,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":29,"\u5373\u4f7f\u7528":29,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5373\u4f7fc":29,"\u5373\u4f8b\u5982":29,"\u5373\u4fbfpaddl":29,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":29,"\u5373\u66b4\u9732":29,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":28,"\u53c2\u6570":28,"\u53c2\u8003":[26,28],"\u53cc\u5411\u9a8c\u8bc1":26,"\u53d1\u5e03\u5230dockerhub":32,"\u53d1\u5e03\u5230github":32,"\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":29,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":28,"\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":28,"\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":26,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":32,"\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":32,"\u540c\u65f6\u63d0\u8d77":32,"\u540d\u5b57\u4fee\u9970":28,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":32,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":28,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,28,29,32],"\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":28,"\u56fe\u50cf\u5206\u7c7b":32,"\u5728":[29,32],"\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\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":29,"\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":29,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":26,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":29,"\u5728\u7528\u6237\u4f7f\u7528c":29,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":32,"\u5728\u8fd9\u4e2a":32,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":32,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":29,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":29,"\u5728c":28,"\u5728c\u7684\u5934\u6587\u4ef6":28,"\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":29,"\u5747\u662f\u5728":29,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":26,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":28,"\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":28,"\u5982\u679c\u5931\u8d25":32,"\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":32,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":29,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":29,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":28,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":28,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":29,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":26,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":28,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":28,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":28,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":28,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":28,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":29,"\u5bf9\u4e8e\u6bcf\u79cdc":29,"\u5bf9\u6bd4":28,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":29,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":32,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":29,"\u5c06":32,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":28,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":32,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":32,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":28,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":29,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":28,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":26,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":26,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":28,"\u5e76\u5220\u9664":32,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":29,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":28,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":32,"\u5efa\u8bae":32,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":29,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":32,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":32,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":32,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":29,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":26,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"\u5f97\u4f7f\u7528":28,"\u5fc5\u8981":29,"\u60c5\u611f\u5206\u6790":32,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":29,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":26,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":26,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[28,29],"\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":26,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":29,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":29,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":29,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":29,"\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":[28,29],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":29,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":26,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":26,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":26,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":26,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":26,"\u6570\u636e":26,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":28,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":26,"\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":28,"\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":26,"\u6587\u4ef6\u5185\u5bb9\u4e3a":28,"\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":26,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":32,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":32,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":26,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":28,"\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":26,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":28,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":29,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":28,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":29,"\u662f\u56e0\u4e3ac99\u652f\u6301":28,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":26,"\u662f\u6307":29,"\u662f\u7528\u6237\u4f7f\u7528c":29,"\u662fc":29,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":29,"\u6700\u540e\u5220\u9664":32,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":28,"\u6709\u6807\u51c6\u7684":28,"\u6709\u7684\u65f6\u5019":28,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":32,"\u672c\u6587\u6863\u63cf\u8ff0paddl":29,"\u673a\u5668\u7ffb\u8bd1":32,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":28,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":28,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":29,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":32,"\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":28,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":32,"\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\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":32,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":26,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":26,"\u7248\u672c\u5206\u652f":32,"\u7248\u672c\u53f7":32,"\u7248\u672c\u53f7rc":32,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":32,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":28,"\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":28,"\u751f\u6210\u6587\u6863":28,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":28,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":26,"\u7528":26,"\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":29,"\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":29,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":26,"\u7528\u6237\u901a\u8fc7c":29,"\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":28,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":26,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":26,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":28,"\u7684\u5934\u6587\u4ef6":28,"\u7684\u63a5\u53e3\u6837\u5f0f":28,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":28,"\u7684\u7f29\u5199":26,"\u7684\u89c4\u8303":28,"\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":28,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":26,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":28,"\u76ee\u5f55\u4e0b":29,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":28,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":29,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":28,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":28,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":28,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":32,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":32,"\u7b2c\u4e8c\u4e2a\u4e3a":32,"\u7b49":29,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":29,"\u7b49\u6587\u4ef6":29,"\u7c7b\u4f3c":29,"\u7c7b\u540d\u548cc":28,"\u7c7b\u578b":28,"\u7ea2\u697c\u68a6":57,"\u7ed3\u8bba":28,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":28,"\u7f16\u8bd1\u578b\u8bed\u8a00":28,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":32,"\u7f16\u8bd1c":29,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":32,"\u7f16\u8bd1ubuntu\u7684deb\u5305":32,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":29,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":28,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":29,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":26,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":28,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":28,"\u800c\u5bf9\u4e8egolang":28,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":28,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":29,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":28,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":29,"\u826f\u597d\u7684\u6587\u6863":28,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":29,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":28,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":28,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":29,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":32,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":32,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":32,"\u8bbe\u7f6e":29,"\u8bc6\u522b\u6570\u5b57":32,"\u8bcd\u5411\u91cf":32,"\u8be6\u7ec6\u8bbe\u8ba1":26,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":32,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":29,"\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":32,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":29,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":29,"\u8fd9\u4e09\u4e2a\u5206\u652f":32,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":29,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":29,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":29,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":28,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":28,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":29,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":29,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":29,"\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":28,"\u8fd9\u662f\u56e0\u4e3a":28,"\u8fd9\u6837":29,"\u8fd9\u6837\u4fdd\u8bc1":32,"\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":26,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":28,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":32,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":26,"\u901a\u5e38":29,"\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":29,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":26,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":32,"\u90a3\u4e48":29,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":28,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":26,"\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":28,"\u91cd\u547d\u540d\u6210":28,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":28,"\u9519\u8bef\u5904\u7406":28,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":28,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":28,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":29,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":26,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":29,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":32,"\u9700\u8981\u5f15\u7528":29,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":28,"\u9700\u8981\u6ce8\u610f\u7684\u662f":32,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":29,"\u9ed8\u8ba4256k":26,"\ufb01xed":67,"abstract":[33,44,49],"api\u4e2d\u4f7f\u7528":28,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":29,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":29,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":29,"api\u63a5\u53e3":26,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":29,"api\u65f6":29,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":29,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":29,"api\u66b4\u9732\u7684\u7c7b\u578b":29,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":29,"api\u7684\u5b9e\u4f8b":29,"api\u7684\u5b9e\u73b0\u7ec6\u8282":29,"api\u7684\u63a5\u53e3":29,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":29,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":29,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":29,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":29,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":32,"boolean":[9,27,28],"break":[17,62],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":32,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":32,"byte":26,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":28,"c\u6709\u6807\u51c6\u7684abi":28,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":28,"case":[9,29,31,35,42,44,46,50,52,58,62],"char":[22,64],"class":[5,6,7,8,9,11,12,13,15,16,28,33,34,48,59,66],"const":[22,30,33,34,44],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":29,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":29,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":29,"core\u6982\u5ff5":29,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":32,"deb\u5305\u7f16\u8bd1\u95ee\u9898":32,"default":[3,7,8,9,10,12,13,15,16,17,33,34,37,47,49,51,52,53,62,64,66,67],"enum":[22,34],"export":[9,36,59],"final":[10,35,36,43,44,66],"float":[3,7,8,9,11,13,34,35,44,46,51,57,60],"function":[3,5,9,10,11,13,16,18,21,22,23,25,30,31,33,34,35,42,44,46,47,49,58,59,62,65,66,67],"golang\u53ef\u4ee5\u4f7f\u7528":28,"golang\u7684":28,"h\u5e76\u4e0d\u56f0\u96be":28,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,17,33,35,42,46,52,57,58,59,60,62,66,67],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":26,"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":[3,7,8,9,10,13,21,22,25,28,29,31,34,44,51,62,65],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":28,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":32,"long":[2,9,10,13,37,46,65,66],"model\u505a\u5206\u652f\u7ba1\u7406":32,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,23,24,31,34,43,45,52,53,58,62,65,66],"note\u7684\u4e66\u5199":32,"null":[9,44,49],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":28,"paddle\u4f7f\u7528git":32,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":28,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":28,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":32,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":32,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":32,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":32,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":28,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":29,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":28,"paddle\u7684c":29,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":29,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":28,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":29,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":28,"paddle_\u7c7b\u578b\u540d":29,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":29,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":32,"patch\u53f7\u52a0\u4e00":32,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":26,"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":26,"pfsserver\u63d0\u4f9brest":26,"public":[13,33,34,44,47,52,53,66],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":32,"return":[3,7,8,9,10,12,13,15,16,20,22,25,33,34,35,42,44,52,58,60,62,63,64,67],"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":[9,10,33,35,64,65,66],"static":[15,22,29,33,34,52],"super":44,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":28,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":28,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":28,"swig\u76f4\u63a5\u8bfb\u53d6c":28,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":28,"switch":[29,52,66],"tag\u4e3a":32,"throw":52,"true":[3,7,8,9,10,12,13,15,16,31,34,35,42,44,49,51,52,60,64,65,66,67],"try":[11,17,18,21,22,31,33,46,58],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":29,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":32,"void":[22,28,29,34,44],"while":[2,3,7,13,24,30,31,33,37,42,49,58,62,66,67],AGE:[52,53],AND:64,ARE:64,AWS:[20,45,54,55],Age:63,And:[3,8,9,11,13,15,24,25,31,33,39,42,51,52,53,57,60,64,66,67],But:[3,9,10,13,33],EOS:9,For:[2,3,8,9,11,13,15,16,21,22,23,25,30,31,34,35,36,37,42,43,44,46,47,48,49,51,57,59,60,62,66,67],Going:66,Has:3,IDs:[13,24,62],Ids:62,Into:52,Its:[3,42,52,64],NMS:9,Not:[16,18,47],ONE:3,One:[8,10,15,24,33,42,44,49,58,62,66,67],Ops:34,PFS:26,QoS:53,THE:3,TLS:[16,26,52],That:[9,13,31,37,49,51],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,24,25,27,29,31,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],Their:[3,9,18],Then:[5,9,36,37,42,43,44,46,52,53,57,59,64,65,66],There:[8,9,13,15,16,17,18,22,24,25,27,30,33,35,37,39,46,52,58,59,60,61,62,64,67],These:[8,34,47,51,59,65],USE:64,USING:64,Use:[3,8,13,16,27,31,37,44,46,49,50,52,64],Used:10,Useful:3,Using:[18,33,53,66],VPS:52,WITH:43,Will:[13,15],With:[3,9,10,35,58,65],YES:25,Yes:37,___fc_layer_0__:52,__doc__:34,__file__:25,__impl__:34,__init__:44,__main__:60,__meta__:64,__name__:60,__rnn_step__:42,_binari:17,_error:58,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:60,_source_language_embed:[42,57],_target_language_embed:[42,57],_test:17,aaaaa:20,aaaaaaaaaaaaa:52,abc:9,abl:[9,16,58,66],about:[5,9,10,17,25,27,33,34,35,46,48,49,52,56,65,66,67],abov:[3,5,8,9,16,17,18,21,34,35,37,43,46,52,53,58,60,62,65],abs:[10,58],absolut:[2,47],academ:63,acceler:[19,51],accept:[3,5,7,13,16,31,62,65],acceptor:65,access:[2,9,10,16,17,21,24,25,42,67],accessmod:52,accident:63,accomplish:37,accord:[2,3,8,9,22,47,48,49,51],accordingli:[5,8,9,44],accordingto:65,accrod:10,accumul:[18,22],accur:24,accuraci:[8,44,62,63,66],achiev:[46,59],ack:49,acl:66,aclimdb:66,across:[9,13],act:[9,10,35,42,62],act_output:34,act_typ:62,action:[52,63],activ:[0,5,10,14,17,34,35,36,42,44,49,62,66],activi:10,actual:[3,34,35],adadelta:62,adagrad:62,adam:[16,22,62,66,67],adamax:62,adamoptim:[57,62,66,67],adapt:[8,11,15,35,66,67],add:[3,9,10,13,17,24,33,35,36,43,44,46,51,62,64],add_depend:17,add_execut:17,add_input:44,add_test:[17,44],add_to:9,add_unittest_without_exec:44,addattr:34,addbia:44,addcom:34,added:[3,8,43,44],adding:60,addinput:34,addit:[9,10,37,62],address:[18,22,37,46,49],addrow:44,addtion:47,addtolay:9,addtyp:34,adject:66,adjust:35,admin:63,administr:24,adopt:65,advanc:[42,46,49],advantag:66,adventur:63,adverb:66,adversari:31,advic:46,affect:9,afford:21,afi:3,aforement:[17,47],after:[9,13,17,21,22,24,27,30,36,39,42,43,44,47,49,51,52,53,58,59,60,62,64,65,66,67],again:[16,18,46],against:52,age:[13,64],agg_level:9,aggreg:52,ago:17,aid:46,aim:[66,67],aircraft:67,airplan:59,aistat:9,alex:[9,66],alexnet_pass1:51,alexnet_pass2:51,algorithm:[9,11,21,35,42,57,59,66,67],alia:[6,7,9],align:[9,10,13,67],all:[0,3,7,8,9,11,16,17,18,22,24,25,27,29,34,35,37,42,43,44,46,47,48,49,51,52,53,57,58,60,62,63,64,65,66,67],alloc:[7,22,25,44,51],allow:[16,22,37,43,44,46,49,52,62],allow_only_one_model_on_one_gpu:[48,49,51],almost:[35,47,57],along:66,alpha:17,alreadi:[17,18,33,37,46,47,49,52,53,66],alreali:[48,67],also:[2,3,9,10,13,16,17,23,30,31,33,34,36,37,42,44,46,47,53,58,59,60,62,65,66],although:35,alwai:[5,9,10,15,17,31,35,49,52,67],amaz:59,amazon:[52,53,62,66],amazonaw:52,amazonec2fullaccess:52,amazonelasticfilesystemfullaccess:52,amazonroute53domainsfullaccess:52,amazonroute53fullaccess:52,amazons3fullaccess:52,amazonvpcfullaccess:52,ambigu:[31,65],amd64:[36,52],american:59,among:[52,66],amount:[46,66],analysi:[35,46,61,65],analyz:[62,66],andd:52,ani:[2,3,9,10,13,16,17,18,22,24,25,31,46,52,62,64,67],anim:63,annot:65,annual:65,anoth:[3,9,15,16,25,33,34,37,49,52,65,66],ans:52,answer:[35,52,65],anyth:[13,31,43,52,65],api:[9,13,15,16,17,22,23,25,26,30,32,36,44,46,52,56,58,62,64,66],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:64,api_trainer_config_helpers_lay:42,api_trainer_config_helpers_layers_context_project:64,api_trainer_config_helpers_layers_cos_sim:64,api_trainer_config_helpers_layers_data_lay:64,api_trainer_config_helpers_layers_embedding_lay:64,api_trainer_config_helpers_layers_fc_lay:64,api_trainer_config_helpers_layers_pooling_lay:64,apiserv:52,apivers:[52,53],apo:67,appar:67,appear:65,append:[3,15,31,42,44,47],append_gradient_machin:15,appleclang:36,appleyard:46,appli:[0,9,33,42,44,59,62],applic:[37,46,52,53,66],appreci:[43,66],approach:[9,30],apt:[36,39,59],arbitrari:9,architectur:[57,65,66,67],architecur:66,archiv:[13,28,29],arg:[3,8,10,13,34,35,48,58,59,60,62,65,66],arg_nam:9,argu:65,argument:[3,5,9,13,21,30,42,44,49,50,57,58,59,60,64,65,66,67],argv:60,arn:52,around:[3,9,24,52],arrai:[5,7,9,13,15,22,31,35,60],art:[35,65],articl:[43,47,53],artifact:52,artifici:58,artist:63,arxiv:[9,10,58,66],as_row_vector:9,ask:[18,24],aspect:66,assign:[8,9,21,49,52],associ:[30,65,66,67],assum:[8,9,42,51,57],assur:2,astyp:[31,58],asyc:18,async:[18,48],async_count:49,async_lagged_grad_discard_ratio:49,async_lagged_ratio_default:[48,49],async_lagged_ratio_min:[48,49],asynchron:[18,49],atla:36,atlas_root:36,attenion:10,attent:[9,10,37,67],attitud:66,attr1:9,attr2:9,attr:[7,9,10,34,42],attr_map:34,attribut:[3,9,10,14,33,34,44,57,65],attrproto:34,attrtyp:34,attrvalu:34,auc:48,aucvalidationlay:49,authent:52,author:[26,52,60],authorized_kei:47,auto:[28,33,44,46,61,64],autom:[52,67],automak:36,automat:[9,16,22,34,36,42,43,44,47,48,49,52,64,65,67],automaticli:9,automobil:59,avail:[18,22,36,52],availabel:36,averag:[8,9,12,21,49,60,62,64,65,66,67],average_test_period:[48,49,65],average_window:66,averagepool:9,avg:[46,62],avgcost:[62,64,66,67],avgpool:[9,62],avoid:[18,30,46],avx:[36,37,39,43],await:53,awar:[16,18,37,52],aws:26,aws_account_id:52,awsaccountid:52,awskeymanagementservicepowerus:52,b2t:57,b363:53,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:53,ba5f:52,back:[3,18,37],background:[8,9],background_id:[8,9],backward:[6,9,10,22,30,42,44,49,51],backward_first:42,backwardactiv:44,bag:[62,66],baidu:[0,35,39,53,57],baik:57,balanc:[49,52,58],balasubramanyan:66,bank:65,bardward:10,bare:53,barrier:49,barrierstatset:46,base:[8,9,12,13,16,21,35,39,42,44,46,47,49,52,57,58,62,64,66,67],baseactiv:10,baseev:15,basematrix:44,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15],bash:[37,43,52,53],bashrc:36,basic:[3,9,15,37,43,44,62,63,66],batch:[3,9,10,11,13,15,16,18,20,44,47,49,52,53,58,59,60,62,64,65,66,67],batch_0:60,batch_id:15,batch_norm_lay:10,batch_norm_typ:9,batch_read:[20,31],batch_siz:[3,13,35,47,57,58,59,62,64,66,67],batchsiz:[9,44],bazel:17,bbbbb:20,bbox:[8,9],bcd:9,bcebo:13,beam:[9,42,49,65,67],beam_gen:[9,42],beam_search:[15,42],beam_siz:[9,42,48,49,51],beamsiz:67,becaus:[5,8,9,13,16,17,18,22,30,31,33,42,44,51,52,59,62,65],becom:[33,46],been:[3,17,21,36,59,62,65,66,67],befor:[5,9,10,18,24,27,30,31,37,43,47,52,59,66,67],begin:[5,8,9,22,27,44],beginiter:[15,16],beginn:42,beginpass:[15,16],begintrain:16,behavior:46,being:[18,24,31,58],belong:[9,33,67],below:[3,9,13,18,22,30,31,42,44,46,47,52,58,59,62,64],benefit:[10,24,25],bengio:9,bertolami:66,besid:[2,9,13,67],best:[9,17,36,37,49,62,64,66,67],best_model_path:65,besteffort:53,beta1:11,beta2:11,beta:60,better:[9,10,17,35,47,52,58,64],between:[8,9,11,17,18,22,29,30,33,35,52,58,62,63,66,67],bgr:60,bi_gru:10,bi_lstm:10,bia:[9,10,11,42,44,60],bias:[9,44],bias_attr:[9,10,35,42],bias_param_attr:10,biases_:44,biasparameter_:44,biassiz:44,bidi:53,bidirect:[9,10,42,65,67],bidirectional_lstm_net:66,big:46,bigger:18,biggest:66,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:46,bin:[36,37,47,52,53,64],binari:[3,8,9,13,17,25,46,52,57,62,66],bind:33,bird:59,bison:36,bit:62,bitext:67,bla:36,blank:[9,52],block:[9,19,22,35,44,46,49,60,66],block_i:9,block_x:9,blog:66,bn_bias_attr:10,bn_layer_attr:10,bn_param_attr:10,bollen:66,book:[13,42],bool:[3,7,8,9,10,12,13,44,49,51,62,66],boot:[9,42],boot_bia:9,boot_bias_active_typ:9,boot_lay:42,boot_with_const_id:9,bootstrap:36,bos_id:[9,42],both:[0,6,7,9,10,16,17,18,24,37,42,44,46,52,58,60,62],bottleneck:[46,60],bottom:66,bound:9,boundri:8,bow:[62,66],box:[9,46],brain:24,branch:[9,16,17,32],breadth:[49,67],brendan:66,brew:36,brief:[17,22],briefli:46,broadcast:18,broken:43,brought:43,brows:37,browser:[37,52],bryan:66,bucket_nam:52,buf_siz:13,buffer:[3,13,31,33,49],buffer_s:13,buffered_read:31,bug:[43,52],bui:66,build:[0,9,13,17,25,34,35,37,40,49,52,54,55,57,59,60,62,64,66,67],build_dict:13,built:[0,17,34,36,37,58,65],bunch:[46,62],bunk:66,button:[43,52],c11:28,c703c041:43,c99:29,c99e:52,cach:[62,65],cache_pass_in_mem:[3,62,65],cachetyp:[3,62,65],calc_batch_s:[3,65],calcul:[3,8,9,10,11,18,22,42,44,46,49,51,58,64],call:[3,8,9,10,16,21,22,23,25,33,34,35,37,42,43,44,46,49,52,59,60,62,66,67],callabl:[3,7,9,13],callback:44,caller:52,caltech:59,can:[2,3,5,7,8,9,10,13,15,16,17,18,21,24,25,30,31,34,35,36,37,39,42,43,44,46,47,48,49,51,52,53,57,58,59,60,62,64,65,66,67],can_over_batch_s:[3,65],cancel:[24,43],candid:9,cannot:[33,44],caoi:67,capabl:[36,66],capac:52,capi:28,capi_prvi:29,caption:[35,67],captur:[35,47],card:47,care:[10,25,31,48,49,63],carefulli:[47,49,60],cast_to_op_attr:34,cat:[37,59,60,66],categor:65,categori:[9,13,18,62,66],categorig:13,categoryfil:53,caus:[18,27],caution:[52,53],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:67,cclient:23,cde:9,cdn:13,cdot:9,ceil:9,ceil_mod:9,cell:[9,10,66],center:3,ceph:[20,53],cephf:[20,25,26],certain:[2,33,48,65],certif:[16,26,52],cffi:28,cfg:53,cgo:28,chain:[13,44],challeng:[9,18],chanc:[16,44,62],chang:[9,13,17,21,25,30,31,33,35,37,42,43,44,46,49,52,62,66],channel:[9,46,47,60],channl:[47,60],charact:[62,64],character:35,characterist:[51,59],check:[3,13,17,35,36,37,43,49,51,52,63],check_align:13,check_attr:34,check_eq:44,check_fail_continu:3,check_l:44,check_sparse_distribution_batch:[48,49],check_sparse_distribution_in_pserv:[48,49],check_sparse_distribution_ratio:[48,49],check_sparse_distribution_unbalance_degre:[48,49],checkgrad:49,checkgrad_ep:49,checkout:43,checksum:26,children:63,china:37,chines:61,chmod:[36,52],choic:[17,37,63],choos:[49,62,64],chosen:[2,63,67],chunk:[21,26,58,65],chunk_schem:8,chunktyp:8,cifar:[58,59],cifar_vgg_model:59,claim:52,claimnam:52,clang:[28,36,37,43],clarifi:8,class1:66,class2:66,class_dim:66,classfic:[60,66],classfiic:59,classic:[9,35],classif:[3,5,9,51,60,61,62,66,67],classifc:66,classifi:[58,59,60,62,66],classification_cost:[59,62],classification_error_evalu:[8,58,62,66,67],classification_evalu:8,claster:52,clean:[5,17,30,43,64],clear:[8,17,30,33],clearer:30,clearli:33,cleric:63,cli:52,click:[43,46,52],client:23,clip:[7,49,62,66],clock:9,clone:[9,36,37],close:[3,31,43],closer:35,cloud:[13,17,18,25,26,27],cls:62,cludform:52,cluster:[16,18,22,48,49,53,62,67],cluster_train:47,cm469:52,cmake3:36,cmake:[29,36,44,46],cmakelist:[17,44],cmatrix:[28,29],cmd:53,cna:9,cname:52,cnn:[9,53,60,62],code:[0,3,5,9,13,16,17,24,30,31,34,35,36,37,38,42,44,45,46,47,52,53,58,62,63],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,35,63],collectbia:44,colleg:63,color:[59,60],colour:13,column:[8,9,31,44,57,67],column_evalu:8,colunm:67,com:[9,10,13,17,36,37,39,43,52,53,60],combin:[8,9,10,13,15,33,58,64,66],come:66,comedi:63,comma:[22,49,57],command:[2,5,17,25,27,35,36,37,39,43,44,45,46,47,52,53,54,55,57,58,59,60,64,65,66],commandlin:[46,66],commenc:62,comment:[9,17,34,43,62,66],commit:17,commnun:47,common:[20,42,44,48],common_util:47,commonli:[27,42,46,51],commun:[0,18,22,23,44,47,52],compani:66,compar:[17,44,58,62],comparison:17,compat:3,compet:66,competit:58,compil:[9,17,34,36,37,43,44],complaint:17,complet:[0,5,9,10,13,15,18,21,22,26,44,52,53,62],complex:[2,3,10,24,31,42,46,62],complic:9,compon:44,compos:[13,16,58,65],composenotalign:13,compress:21,comput:[9,10,16,18,33,35,36,37,42,44,46,51,52,62,64,65,66],computation:[9,42],conat:9,concat:[42,67],concaten:10,concept:[3,8,16,30,33,37,42],concern:16,concurr:[18,24],concurrentremoteparameterupdat:49,condit:[9,21,42,47,53,67],conduct:46,conf:[5,9,47,57,58,60,67],conf_paddle_gradient_num:52,conf_paddle_n:52,conf_paddle_port:52,conf_paddle_ports_num:52,conf_paddle_ports_num_spars:52,confid:[9,66],confidence_threshold:9,config:[3,7,9,10,20,27,35,44,47,48,49,52,53,57,58,59,60,62,66,67],config_:49,config_arg:[48,49,51,60,62,65,66],config_bas:[8,9,15],config_fil:65,config_gener:[47,64],config_lay:44,config_len:22,config_pars:[5,44],config_proto:22,configur:[1,2,3,5,9,22,24,25,35,41,44,46,49,57,59,60,66,67],confirm:27,conflict:[33,43],confront:67,congest:49,conll05st:65,conll:[13,65],connect:[2,10,25,35,44,52,53,58,59,60,62,64,66],connectionist:[9,66],connor:66,consequ:[9,10],consid:[8,9,11,36,37,46,51,59],consider:[3,10],consist:[8,9,13,21,31,34,59,60,62,65,67],consol:[46,52],constant:44,constraint:33,construct:[3,5,8,16,33,34,42],constructor:[33,34,44],consum:[18,66],contact:18,contain:[3,8,9,10,12,13,15,16,21,30,33,34,38,39,42,43,47,52,59,60,62,63,66,67],containerport:52,contemporan:66,content:[22,27,53,65,66],content_len:22,context:[9,10,13,33,42,57,62,64,65,66,67],context_attr:10,context_len:[9,10,62],context_proj_layer_nam:10,context_proj_param_attr:10,context_project:10,context_start:[9,10,62],contibut:43,contin:52,continu:[3,8,18,39,49],contrast:[9,67],contribut:[0,38,45,66],contributor:0,control:[7,37,43,49,52,53,67],conv:10,conv_act:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_layer_attr:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,34,47],convent:22,converg:[47,58,66],convert:[3,5,13,20,31,57,59,60,62,64],convlay:9,convolut:[9,10,13,58,60,64],convoper:9,convtran:9,convtranslay:9,cool:[3,43],coordin:[18,22],copi:[15,16,21,24,27,37,43,52,58,64],copy_shared_paramet:58,copytonumpymat:58,core:[3,7,29,30,49,67],coreo:52,corespond:65,corpora:67,corpu:[13,65],correct:[3,9,44,52],correctli:[8,13,44,58],correl:[35,59,66],correspoind:16,correspond:[3,5,16,17,34,35,43,44,59,63,65,66,67],corss_entropi:16,cos:[9,34],cosin:[9,34,64],cosineop:34,cosineopproto:34,cosineopprotomak:34,cost:[5,11,15,16,35,49,58,62,64,66,67],cost_id:9,could:[3,5,9,13,15,16,21,30,31,37,46,47,52,62,64],count:[8,18,25,31,46,49,51,53,57,64,65,66,67],counter:[18,21],coupl:35,cours:[8,25],coverag:36,coveral:36,coveralls_uploadpackag:36,cpickl:60,cpp:[28,29,30,43,44,46,62,64,67],cpu:[2,3,7,9,25,30,32,36,39,46,49,53,58,65,66,67],cpuinfo:37,cpusparsematrix:29,craftsman:63,crash:[18,46,47,49],crazi:47,creat:[5,7,9,13,15,16,18,22,26,27,30,35,36,37,44,47,49,57,58,59,67],create_bias_paramet:44,create_doc_str:34,create_input_paramet:44,create_python_ops_creatation_funct:34,createargu:58,createfromconfigproto:[5,58],createop:34,createorgetvari:33,createstack:52,createvari:33,creation:52,creationd:52,creator:[13,20],credenti:27,credit:58,crf:65,crime:63,critic:66,crlf:43,crop:60,crop_siz:60,cross:[9,62,65],cross_entropi:[9,16,58],cross_entropy_with_selfnorm:9,crt:26,csc:44,cslm:67,csr:44,csv:63,ctc:8,ctc_evalu:8,ctest:[37,43],ctrl:[47,64],ctx:65,ctx_0:65,ctx_0_slot:65,ctx_n1:65,ctx_n1_slot:65,ctx_n2:65,ctx_n2_slot:65,ctx_p1:65,ctx_p1_slot:65,ctx_p2:65,ctx_p2_slot:65,cub:59,cuda:[17,36,37,39,46,47,49],cuda_dir:[48,49],cudaconfigurecal:46,cudadevicegetattribut:46,cudaeventcr:46,cudaeventcreatewithflag:46,cudafre:46,cudagetdevic:46,cudagetdevicecount:46,cudagetdeviceproperti:46,cudagetlasterror:46,cudahostalloc:46,cudalaunch:46,cudamalloc:46,cudamemcpi:46,cudaprofilerstart:46,cudaprofilerstop:46,cudaruntimegetvers:46,cudasetdevic:46,cudasetupargu:46,cudastreamcr:46,cudastreamcreatewithflag:46,cudastreamsynchron:46,cudeviceget:46,cudevicegetattribut:46,cudevicegetcount:46,cudevicegetnam:46,cudevicetotalmem:46,cudnn:[9,12,17,36,39,49],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[48,49],cudnn_convt:9,cudnn_dir:[48,49],cudrivergetvers:46,cuinit:46,cumul:9,curl:[36,52],current:[3,9,17,18,22,30,33,35,37,42,43,44,47,49,52,62,66,67],current_word:42,currentcost:[62,64,66,67],currentev:[62,64,66,67],curv:[16,59,65],custom:[2,3,16,25,44,52,63,66],custom_batch_read:31,cutoff:13,cycl:18,cyclic:9,cython:28,d3e0:52,dai:67,daili:66,dalla:3,dan:65,danger:3,darwin:52,dat:[13,20,47,64],data:[1,2,3,5,8,10,11,15,16,20,21,26,30,33,34,36,37,42,44,46,47,48,49,51,54,60,63],data_batch_gen:58,data_dir:[57,59,66,67],data_feed:13,data_fil:35,data_initialz:62,data_lay:[3,35,58,59,62,65],data_nam:13,data_read:[13,31],data_reader_creator_random_imag:31,data_sourc:58,data_typ:[13,42],databas:[13,66],datacent:[20,27],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,dataprovid:[2,35,47,64,65],dataprovider_bow:62,dataprovider_emb:62,dataproviderconvert:5,datasci:9,dataset:[1,3,20,25,31,35,42,49,57,59,60,62,65,66],date:65,db_lstm:65,dcgan:58,dcmake_install_prefix:36,dead:18,deal:58,deb:[38,39],debian:[37,38],debug:[3,27],decai:[11,59],decar:13,decent:21,decid:[16,24,31],declar:[9,64],decod:[9,10,42,65,67],decoder_boot:42,decoder_group_nam:42,decoder_input:42,decoder_mem:42,decoder_prev:10,decoder_s:42,decoder_st:[10,42],deconv:9,deconvolut:9,decor:[3,13,44],decreas:35,decrypt:52,deep:[0,9,24,35,37,40,46,58,59,60,62,65],deeper:[35,37,60],deer:59,def:[3,9,13,16,20,25,31,34,35,42,44,58,60,62,65],defalut:[9,49,51],default_devic:51,default_valu:51,defect:30,defer:24,defferenct:3,defin:[2,3,9,10,13,15,16,17,18,24,31,33,34,35,42,44,47,49,57,58,59,65],define_py_data_sources2:[3,35,59,60,62],defini:67,definit:[3,13,18,21,34,35,37,57,62,66],degre:9,delai:49,delar:62,delet:[18,25,26],deletestack:52,delimit:[8,63,64],delv:9,demand:18,demo:[9,13,47,53,54,57,58,59,60,61,62,63,64,65,66,67],demograph:63,demolish:53,demonstr:[35,42,58,64],denot:[51,62,63,65],dens:[3,9,13,22,23,44,52,62,64],dense_arrai:13,dense_vector:[3,5,13,35],dense_vector_sequ:13,dep:17,depend:[17,18,25,35,37,39,47,51,59,63],deploi:[9,47,51],deploy:[47,52],deprec:9,deriv:[6,16],desc:34,descent:[9,18],describ:[16,17,21,30,34,35,43,44,52,53,58,62,65],describestack:52,describestackev:52,describestackresourc:52,descript:[5,8,17,36,43,50,52,59,64],deseri:[15,30],design:[3,9,13,28,66],desir:[18,52,53,57],destin:[22,27],destruct:33,destructor:44,det_output:8,detail:[3,5,7,8,9,10,11,21,25,27,33,36,42,43,44,46,47,50,51,52,53,57,58,60,62,64,66,67],detect:43,detection_evalu:8,detection_output:8,determin:[3,9,13,44,58],dev:[36,37,43,59,67],devel:36,develop:[0,17,30,32,36,48,49,67],deverlop:49,deviat:7,devic:[7,30,49,67],deviceid:51,devid:[9,49],dez:66,diagnos:47,diagram:60,dict:[3,8,13,15,62,64,66,67],dict_dim:66,dict_fil:[8,62,65],dict_siz:13,dictionai:62,dictionari:[3,8,9,13,15,16,51,60,62,64,65,66,67],dictsiz:67,did:[3,30],diff:43,differ:[3,8,9,15,17,18,22,24,33,35,37,42,43,44,47,49,52,53,57,59,60,62,66,67],difficult:[8,35],dig:[37,46,52],digit:[3,9],dim:[9,13,44,57,60,62,66],dimens:[6,9,12,13,44,51,57,62,64,66],dimension:[3,35,42,44,58,62],dimenst:57,dimes:9,dir:[47,60,62,64,65,66,67],dirctori:37,direct:[9,10,37,60,65],directli:[2,3,10,17,23,25,30,34,35,37,47,53,66],directori:[2,9,17,20,24,26,27,36,37,43,46,47,49,53,59,60,62,64,65,66,67],diretcoti:60,dis_conf:58,dis_train:58,dis_training_machin:58,disabl:3,discard:[13,18,21,43,49],discount:9,discov:[18,65],discoveri:52,discrep:46,discrimin:58,discriminator_train:58,discuss:[16,21,22,23],disk:53,dispatch:[30,47,49],displai:[25,27],disput:67,dist_train:[16,25],distanc:8,distibut:57,distinguish:[17,47,58,67],distribut:[9,21,22,23,24,36,45,53,54,55,58,62,65],distribute_test:[48,49],distributedli:44,disucss:16,divid:[11,34,48,59,67],diy_beam_search_prob_so:[48,49],dmkl_root:36,dns:52,do_forward_backward:31,doc:[5,10,13,36,37,43,47],docker:[32,38,43,52,54,55],docker_build:16,docker_push:16,dockerfil:[37,43],dockerhub:37,doctor:63,document:[3,5,10,26,36,43,51,59,62,64,65,66],documentari:[3,63],doe:[3,5,10,18,21,22,24,25,30,31,35,39,44,46,62,64,65],doesn:[7,9,13,16,31,43,46,53,67],dog:[59,60],doing:[24,46],domain:52,don:[10,16,17,31,35,52,66],done:[8,9,10,17,18,21,22,43,46,52,58,66],dopenblas_root:36,dot:[49,60,67],dot_period:[49,51,58,59,64,66,67],dotmuloper:9,dotmulproject:9,doubl:[3,36,49],down:[46,62],download:[13,17,18,24,26,37,39,58,59,62,65,66],download_cifar:59,downsampl:59,doxygen:[36,43],dozen:17,dpkg:39,drama:63,drive:33,drop:3,drop_rat:7,dropout:[7,44,62],dropout_r:9,drwxr:53,dst:22,dtoh:46,dtype:[5,35,60],dubai:67,due:[21,24,63],dummi:21,duplic:63,durat:[21,46],dure:[2,3,9,10,18,21,24,25,35,44,48,49,52,62,64,65,67],durn:3,dwith_c_api:29,dwith_doc:36,dwith_profil:46,dwith_python:29,dwith_swig_pi:29,dwith_tim:46,dyld_library_path:9,dynam:[2,3,22,29,31,36,46,49],dynamic_cast:44,each:[2,3,5,8,9,12,13,15,17,18,21,22,24,25,30,31,33,34,35,37,42,43,44,47,49,51,52,57,59,60,62,63,64,65,66,67],each_feature_vector:6,each_pixel_str:3,each_time_step_output:6,each_word:3,eaqual:9,eas:[13,31,60],easi:[0,31,37,44,47,62],easier:[16,31,44],easili:[16,31,33,35],echo:[37,64,66],edit:[8,37,52],editor:37,edu:[13,52,53,59],educ:63,eeoi3ezpr86c:52,effect:[3,49,52],effici:[0,2,3,9,42,44],efg:9,efs:52,efs_dns_nam:52,efsvol:52,eight:65,either:[9,13,15,16,46,62,64],elb:52,elbapis:52,elec:62,electron:[53,62],elem_dim:9,element:[3,5,8,9,10,13,15,21,31,62,66,67],element_typ:22,elif:[16,34],elimin:65,els:[9,16,25,33,34,37,44,60,62],emac:37,emailweixu:17,emb:[53,62],embed:[16,42,61,64,66],embedd:65,embedding_lay:62,embedding_nam:[9,42],embedding_s:[9,42],emphas:46,empir:9,emplace_back:44,emploi:[34,42,63],empti:[8,13,18,35],emul:67,enabl:[3,7,9,17,21,46,47,49,52],enable_grad_shar:[48,49],enable_parallel_vector:49,enc_proj:[10,42],enc_seq:10,enc_vec:42,encapsul:22,encod:[10,21,42,67],encoded_proj:[10,42],encoded_sequ:[10,42],encoded_vector:42,encoder_last:9,encoder_s:42,encrypt:52,encrypt_decrypt:52,end:[3,8,9,30,31,33,35,42,43,49,57,65,66,67],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,52],endtrain:16,engin:[0,25,46,63],english:[3,9,67],enjoi:37,enough:35,ensembl:10,ensur:[3,18,33,44],enter:[37,63],entir:[9,10,22,24,66],entiti:[8,33],entri:[13,21,25,44,52,63],entropi:[9,62,65],entry_point:25,enumer:[6,62],enumerate_data_types_of_data_lay:13,env:52,environ:[9,16,36,37,39,43,46,47,48,49,52,53,58,59,64],eol:43,eos_id:[9,42],epel:36,epoch:63,epsilon:11,equal:[9,10,18,49],equat:[8,9,10,11,37],equilibrium:58,equip:[36,42],equival:[9,16,34],error:[7,8,9,11,16,21,27,33,35,39,44,47,49,52,59,60,62,63,64,66,67],error_clipping_threshold:7,especi:[3,10,65],essenc:16,essenti:[9,16,36,65,67],estat:35,estim:[9,16],eta:53,etc:[8,13,31,33,37,47,48,51,52,66,67],etcd:[18,21,22,24],etcd_addr:22,eth0:[47,52],ethternet:47,eval:[8,62,64,66,67],eval_bleu:67,evalu:[2,9,14,15,24,46,47,62,66,67],evaluate_difficult:8,evaluate_pass:66,evalut:[35,67],even:[16,31,46,49,66],evenli:[22,52],event:53,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,24,33,34,42,43,44,49,62,65,66,67],everyth:[35,43],evid:30,exactli:[3,9,10,37,52,65],exampl:[2,3,8,9,10,11,13,15,25,27,30,31,35,36,37,42,43,44,46,47,48,49,51,52,53,59,60,61,62,66,67],exceed:9,except:[3,13,24,51,57,66],exchang:30,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[37,49],execut:[17,18,21,25,44,46,52,63,65,66],exist:[16,18,27,31,34,44,49,52,63,66],exit:[22,27,49,53],expand:[44,65,66,67],expand_a:9,expand_level:9,expandconvlay:9,expans:9,expect:[9,46,66],expens:67,experi:51,expert:17,expir:18,explain:[3,8,18,47,58,66],explan:[9,25,33,36,62,67],explanatori:[35,37],explicit:44,explicitli:[3,16],exploit:59,explor:9,exponenti:6,expos:[23,37,52],express:[16,52,66],extend:[0,8],extens:[24,63,64,67],extent:29,extern:[3,17,28,29],external_librari:17,extra:[7,9,10,35],extra_lay:15,extraattr:[7,51],extraattribut:9,extraattributenon:9,extract:[8,9,30,52,59,65,66],extract_fea_c:60,extract_fea_pi:60,extract_para:57,extralayerattribut:[7,10],extralayeroutput:10,extrem:[9,46],extremli:2,f120da72:53,f7e3:52,fa0wx:53,fabric:47,face:17,facotr:9,fact:60,factor:[7,9,11],factori:28,fail:[3,18,21,49,51,53,59],failur:[18,22],fake:58,fake_imag:31,falloc:26,fals:[3,7,8,9,10,11,13,31,35,42,44,49,51,53,57,62,64,65,66,67],false_label:31,false_read:31,famili:67,familiar:[3,35],fanscin:3,fantasi:63,fantast:62,far:0,farmer:63,fascinatingli:2,fast:[9,21,46],faster:[9,10,18,42,46,66],fault:21,favourit:37,fbd1f2bb71f4:53,fc1:[44,51],fc2:51,fc3:51,fc4:51,fc8a365:52,fc8a:52,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[34,35,44,51,62,64],fc_layer_nam:10,fc_mat:15,fc_op:34,fc_output:34,fc_param_attr:10,fclayer:44,fdata:65,fea:60,fea_output:60,feat:66,featur:[3,6,9,13,43,49,59,62,66,67],feature_map:64,feed:[10,13,15,16,35,66],feedback:0,feeder:13,feedforward:59,femal:63,fernan:66,festiv:3,fetch:[13,18,42,43,44],few:[3,17,18,31,37],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,34,46,52],figur:[16,17,42,44,46,57,58,59,60,65,66,67],file1:67,file2:67,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,24,25,26,27,29,31,35,36,37,42,43,44,47,49,57,59,60,65,66,67],file_list:3,file_nam:[3,35,60,62,65],filenam:[3,20,64],fileoffset:26,filer:9,filesystem:[24,25,26,37,52],fill:[9,18,21,52,62],film:63,filter:[9,60],filter_s:[9,10],filter_size_i:9,finali:47,find:[9,11,18,33,37,46,59,66,67],fine:[7,21,64],fingerprint:52,finish:[3,18,21,24,25,34,37,47,52,53,59],finit:44,first:[3,9,13,16,18,21,24,25,27,34,35,37,39,42,43,44,46,49,51,52,57,58,59,60,62,64,65,66,67],first_seq:42,firstli:[8,9],firstn:13,firstseen:53,fit:[2,13,43],five:[46,62],fix:[3,7,28,43,67],flag:[13,49,58,59,65],flexiabl:31,flexibl:[0,2,9,10,16,22,42],flight:67,float32:[5,13,31,35,58,60],floor:9,flow:[32,43],fly:[35,62],fnt03:52,focu:[3,46],folder:[17,20,25,27,36,52,59,66,67],follow:[2,3,8,9,10,11,13,16,17,18,21,25,31,33,34,36,37,39,42,43,44,46,47,51,52,53,54,55,57,58,59,60,62,63,64,65,66,67],fool:58,forbid:16,force_load:28,forecast:66,forget:[11,16,66],fork:9,form:[2,3,9,10,11,46,65],format:[2,3,8,13,21,35,43,44,49,52,57,59,63,64,66],former:[16,17,67],formula:[9,10],formular:9,forward:[6,9,10,22,30,42,44,51,58,65,66],forwardactiv:44,forwardtest:5,found:[3,5,9,33,36,42,58,59,62,66],four:[3,8,39,57,60,62,64,65,66],frame:8,framework:[16,33,34,44,60,62,66],free:[13,67],french:67,frequenc:[13,46,57,62,66],frequent:[21,31,47,67],fresh:24,friend:33,frog:59,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,27,30,31,33,35,37,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],from_no_sequ:9,from_sequ:9,from_tar:15,fromfil:[31,35,60],fulfil:46,full:[9,18,24,37,42,44],full_matrix_project:[10,42],fulli:[35,43,44,46,58,59,60,62,64,66],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:57,fullyconnectedlay:44,func:[13,21],fundament:35,further:[9,34],futur:[9,24],fvs:34,gain:9,game:58,gamma:60,gan:16,gan_train:58,gangliao:17,gap:49,gate:[9,10,66],gate_act:[9,10],gate_recurr:9,gather:[9,30,44],gauss:7,gaussian:58,gcc:[28,36,37],gcreators_:34,gdebi:39,gen:[9,67],gen_conf:[58,67],gen_data:67,gen_result:67,gen_train:58,gen_training_machin:58,gender:[13,63,64],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,24,31,34,35,36,37,43,46,47,49,51,52,57,60,61,62,64,66],generated_word_embed:9,generatedinput:[9,42],generator_conf:58,generator_machin:58,generator_train:58,genert:3,genr:[63,64],gereat:8,get:[3,8,9,10,13,15,17,21,22,24,25,26,33,34,35,36,39,42,44,46,47,52,56,59,60,62,64,65,66],get_all_op_proto:34,get_batch_s:65,get_best_pass:66,get_config_arg:[51,62,66],get_data:[53,62,65],get_dict:13,get_embed:13,get_imdb:66,get_input_lay:44,get_mnist_data:58,get_model:60,get_movie_title_dict:13,get_nois:58,get_output_layer_attr:10,get_shap:15,get_training_loss:58,get_word_dict:13,getbatchs:44,getenv:[16,25],getinput:44,getinputgrad:44,getinputvalu:44,getoutputgrad:44,getoutputvalu:44,getparameterptr:44,getsiz:44,getslotvalu:58,gettask:21,gettempl:52,gettranspos:44,getvari:33,getw:44,getweight:44,getwgrad:44,gfortran:36,gildea:65,gist:10,git:[32,36,37,43],github:[10,17,36,37,39,60],give:[3,18,35,37,44,46,52,62],given:[3,13,15,22,24,31,44,49,58,62,65,66,67],glide:17,global:[3,7,16,17,18,30,33,34,46,49,52,66],global_learning_r:7,globalstat:46,globalstatinfo:46,globe:3,go1:36,go_librari:17,go_test:17,goal:[46,65],gob:21,godep:17,godoc:28,goe:[9,10,18,33,35],going:[62,66],golang:[17,36],good:[9,31,46,66,67],goodfellow13:9,googl:16,googleapi:[36,52],gopath:36,goroot:36,got:33,gpg2:52,gpg:52,gprotos_:34,gpu:[2,3,7,9,12,25,30,32,36,39,43,45,47,58,59,60,64,65,66,67],gpu_id:[49,51,58],gpugpu_id:48,grab:[18,66],grad:[22,49,63],grad_share_block_num:[48,49],gradient:[7,8,9,11,15,18,21,30,49,62,66],gradient_clipping_threshold:[7,62,66],gradient_evalu:8,gradient_machin:[15,29],gradientmachin:[5,15,29,30,58,64,67],gradual:[35,46],grai:59,gram:[57,66],grant:52,graph:[9,15,17,18,57],graphviz:60,grave:66,grayscal:3,greater:9,grep:[37,66],groudtruth:42,ground:[8,9,62,67],group:[10,21,66],group_input1:42,group_input2:42,group_input:42,grouplen:[13,63],gru:[9,42,62,67],gru_bias_attr:10,gru_decod:42,gru_decoder_with_attent:42,gru_encoder_decod:[57,67],gru_layer_attr:10,gru_memori:10,gru_siz:62,gru_step:42,gru_step_lay:10,grumemori:[10,42],gserver:[9,44],gsizex:46,guarante:44,guess:[35,66],gui:46,guid:[26,38,42,43,44,46,52,53,57,59,66,67],guidenc:35,gur_group:10,gzip:[21,53],hack:[38,47],hadoop:16,half:52,hand:[63,64,66],handi:17,handl:[13,16,25,30,31,33,47,64,66],handler:15,handwrit:[3,66],happen:[21,34],hard:[52,62],hardwar:[37,46],has:[3,5,8,9,10,11,13,16,17,18,21,22,24,34,37,42,44,46,52,53,57,59,62,63,64,65,66,67],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,24,25,30,31,33,35,36,37,42,43,44,46,47,49,51,52,57,59,62,63,64,66,67],hdf:[2,20],head:[43,57,66],header:[22,29,35,44,57,60],health:63,heavi:47,height:[9,13,28,31,44,59],held:18,hello:16,help:[3,5,27,43,47],helper:[9,10,44],henc:33,here:[3,5,7,8,9,10,13,16,17,18,23,27,31,34,35,36,42,47,48,51,52,53,57,59,60,61,62,63,64,65,66,67],heurist:[9,49,67],hidden:[9,10,42,52,62,66],hidden_s:10,hierarch:[9,42],high:[7,44,58],higher:2,highest:[13,67],highli:[2,3,13,42,51,64,66],him:16,hint:35,histor:66,hl_get_sync_flag:44,hold:[16,18,21,23,33,34,52],home:[20,27,36,47,52,53],homemak:63,honor:21,hook:[3,7,65],hookattr:7,hookattribut:7,hope:0,horizont:[9,60],horror:63,hors:59,horst:66,host:[17,25,36,37,47,52,53],hostnam:[47,52],hostpath:53,hostport:52,hot:64,hour:67,hous:[3,13,35,57],how:[2,3,7,9,16,18,21,27,30,34,35,42,47,49,52,53,56,59,60,62,64],howev:[3,9,10,24,30,31,34,35,42,48,49,52,66,67],hpp:28,html:[13,37,59],htod:46,http:[9,10,13,17,25,36,37,39,43,52,53,58,59,60,67],huber:9,huge:[9,43],huina:66,human:[9,67],hyper:[9,44],hyperplan:13,i0601:64,i0706:67,i0719:67,i1117:46,iamfullaccess:52,iamusersshkei:52,ib0:47,ics:13,icwsm:66,id_input:8,idea:[9,17,31],ident:[35,37,52,63],identifi:44,identityoffsetproject:9,identityproject:9,ids:[8,9,44,62,64],idx:[21,44],ieee:66,ies:27,ignor:[3,9,49,57],ijcnlp:66,illustr:[3,8,18,22,42,44,46,62],ilsvrc:60,imag:[3,12,13,16,31,35,38,43,51,52,54,55,58,60,61,67],image_a:31,image_b:31,image_classif:59,image_fil:31,image_lay:31,image_list_provid:60,image_nam:16,image_path:31,image_provid:59,image_reader_cr:31,image_s:60,imagenet:[9,20,61],imagepullpolici:52,imageri:9,images_reader_cr:31,imdb:63,imdber:66,img:[3,9,59],img_conv_lay:10,img_featur:3,img_pool_lay:10,img_siz:59,imgsiz:46,imgsizei:46,imgsizex:46,immedi:52,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,24,25,28,29,30,33,34,42,62,65],impli:17,improv:[0,9,46,52,66,67],inbound:52,includ:[2,3,8,9,10,13,16,17,22,25,28,29,34,36,37,42,43,44,46,49,52,53,57,62,63,65,67],inconsist:63,incorpor:9,incorrect:9,increas:[18,21,49,67],increment:49,incupd:44,inde:[13,31,37],independ:[9,22,33,62],index:[3,8,9,12,13,15,18,21,47,52,64],indexslot:[9,65],indic:[3,8,9,22,35,47,52,65],individu:[18,35,52],industri:18,ineffici:30,infer:[1,16,18,28,36],inferior:24,infiniband:47,info:[8,9,13,44,47],inform:[5,9,13,25,27,33,44,46,49,52,63,64,65,66,67],infrastructur:[52,58],ingor:49,ininst:16,init:[7,9,15,44,51,52,58,62,65],init_from_tar:15,init_hook:[62,65],init_model_path:[48,49,51,57,62,65],initi:[3,5,7,9,10,13,15,17,21,34,42,44,49,57,58,62,65],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,58],inlcud:10,inlin:52,inner:44,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,24,30,31,33,34,35,42,44,51,57,58,59,60,62,64,65,66,67],input_conf:9,input_data:44,input_data_target:44,input_featur:6,input_fil:[35,65],input_hassub_sequence_data:44,input_id:9,input_imag:[10,59],input_index:44,input_label:44,input_lay:44,input_loc:9,input_nam:16,input_sequence_data:44,input_sequence_label:44,input_sparse_float_value_data:44,input_sparse_non_value_data:44,input_t:44,input_typ:[35,62],inputdef:44,inputlayers_:44,inputtyp:[3,13],insert:43,insid:[8,9,18,30,31,37,52],inspect:43,inspir:57,instal:[9,25,37,40,43,47,53,59,60,64,65,66],instanc:[9,18,20,23,42,44,46,49,65],instance_ip:52,instanti:18,instead:[9,10,12,17,25,31,37,47,62,67],instruct:[37,39,46,62],int32:49,int64:26,integ:[3,8,9,13,21,25,28,44,62,66],integer_valu:[3,13,62],integer_value_sequ:[3,13,42,62,65],integr:[8,36,65],intend:0,inter:[9,47],interact:[37,52],intercept:9,interest:[46,66],interfac:[1,5,7,9,10,15,21,25,27,30,47,52,59,64,66],interg:62,intergr:9,intermedi:[27,65],intern:[9,10,13,15,52],internet:[17,18,66],interpret:[3,8,36,46],interv:[9,66],intrins:36,introduc:[3,9,18,33,34,53,64,66],introduct:[4,58],intuit:24,invalid:[31,33],invari:59,invoc:17,invok:[3,9,15,30,34,46,52],involv:58,iob:8,ioe:8,ips:52,ipt:[9,34,42],ipython:16,is_discriminator_train:58,is_gener:[9,57,58,67],is_generator_train:58,is_kei:64,is_loc:15,is_predict:[62,66],is_seq:[9,42],is_sequ:64,is_stat:7,is_test:[60,65,66],is_train:3,isn:46,isol:37,isspars:44,issu:[17,36,37,46],item:[9,13,15,24,31],iter:[9,10,11,13,15,16,18,31,59,65,66],its:[3,9,10,16,18,21,30,33,34,43,44,46,49,52,57,58,59,62,66,67],itself:[10,18,33],ivs:34,java:28,jeremi:46,jie:[65,66],jmlr:9,job:[5,13,24,48,49,51,60,62,64,65,66,67],job_dispatch_packag:47,job_id:13,job_mod:57,job_nam:[25,52],job_namespac:52,job_path:52,job_workspac:47,jobpath:52,jobport0:52,jobport1:52,jobport2:52,jobport3:52,jobserv:25,johan:66,join:18,joint:[57,67],jointli:[10,67],journal:[65,66],journei:37,jpeg:59,jpg:60,json:[47,52,53,64],jth:10,judg:67,jupyt:[25,37],just:[3,6,8,9,10,13,17,21,22,30,33,35,43,47,51,52,57,59,64,65,66],jx4xr:52,jypyt:16,k8s_data:52,k8s_job:16,k8s_token:16,k8s_train:52,k8s_user:16,kafka:20,kaim:9,kaimingh:60,kebilinearinterpbw:46,kebilinearinterpfw:46,keep:[3,9,13,18,33,34],keep_top_k:9,kei:[3,13,15,18,20,21,26,34,43,46,47,64,66],kept:9,kernel:[9,46,62],key1:49,key2:49,key_pair_nam:52,keyid:52,keymetadata:52,keypair:52,keyserv:52,keystat:52,keyusag:52,keyword:3,kill:[18,52],kind:[2,3,16,18,23,35,52,53,58,62,64],kingsburi:65,kms:52,know:[3,10,16,21,35,43,44,46,52,64],knowledg:66,known:[58,66,67],kriz:[13,59],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:52,kubectl:53,kuberent:[18,52],kubernet:[16,18,45,47,54,55],kubernetes_service_host:16,kwarg:[3,10,11,13,34,62,65],l1_rate:7,l2_rate:7,l2regular:[59,62,66],label:[3,5,8,9,11,13,15,31,35,53,58,59,60,61,62,66],label_dict:65,label_dim:[9,62],label_fil:[31,65],label_lay:31,label_list:65,label_path:31,label_slot:65,labeledbow:66,labl:66,lag:49,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,33,51,57,65,66,67],larg:[12,13,43,65,66,67],larger:[3,7,8,9,47],largerthan:34,last:[8,9,10,35,42,47,49,62,66,67],last_time_step_output:9,lastseen:53,late:66,latenc:[9,47,52],later:[17,36,52,62],latest:[9,17,18,24,37,43,53,66],latter:67,launch:[49,52,66],launcher:16,lawyer:63,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,31,34,35,42,45,48,49,57,58,59,60,62,64,65,66],layer_0:44,layer_attr:[9,42,51],layer_num:[51,60],layer_s:9,layer_typ:9,layerbas:44,layerconfig:44,layergradutil:44,layermap:44,layeroutout:9,layeroutput:10,lbl:[8,59],ld_library_path:[9,36,39,47],lead:46,learn:[0,7,8,9,10,11,13,16,22,24,31,35,37,40,42,44,46,59,60,62,65,66,67],learning_method:[35,57,59,62,66,67],learning_r:[7,22,35,57,59,62,66,67],leas:18,least:[8,9,18,36,63],leav:[3,52],lecun:13,left:[9,35,60],legal:34,leman:67,len:[3,9,22,26,44,62,64,65],length:[9,10,13,22,42,49,53,66,67],less:[9,16,47,67],less_than:16,let02:53,let:[5,8,9,16,24,35,52,64],level:[7,9,47,49,58,64,66,67],lgtest:17,lgtest_main:17,lib64:[36,47,49],lib:[9,29],libapi:17,libari:29,libcudnn:36,libjpeg:59,libpaddl:[28,29],libpaddle_capi:29,libpaddle_gserv:29,libpaddle_math:29,libpython:36,librari:[9,17,23,29,36,37,47,49,64],libwarpctc:9,licens:65,life:18,lifetim:33,like:[3,8,9,13,17,18,25,31,33,35,36,42,46,47,48,51,52,57,60,62,64,66,67],limit:[9,13,46,49],line:[2,3,5,8,13,17,25,27,35,43,45,46,47,51,52,57,59,60,64,65,66,67],linear:9,linearactiv:35,linguist:65,link:[9,10,17,26,27,33,36,52,62,66],linux:[9,26,36,37,39,52,67],lipeng:57,lipton:66,list:[2,3,8,9,13,15,16,17,21,25,27,30,33,35,37,42,44,47,49,51,52,59,60,62,64,65,66,67],listen:49,literatur:66,littl:[2,3,22,49,62,66],lium:67,live:[18,37],liwicki:66,load:[2,3,5,9,16,18,35,49,52,60,65,66,67],load_featur:60,load_feature_c:60,load_feature_pi:60,load_missing_parameter_strategi:[48,49,51,57,65],load_uniform_data:58,loadparamet:5,loadsave_parameters_in_pserv:[48,49],loc:8,local:[7,13,18,23,24,36,37,47,48,49,53,59,66],localhost:37,localpath:27,locat:[9,17,42,44,62,65],lock:[17,18,21,22],log:[3,21,27,44,47,49,52,53,59,64,65,66,67],log_barrier_abstract:49,log_barrier_lowest_nod:[48,49],log_barrier_show_log:[48,49],log_clip:[48,49],log_error_clip:[48,49],log_period:[49,51,53,58,59,62,64,65,66,67],log_period_serv:[48,49],logarithm:6,logger:3,logic:[3,24,30,33,47],login:37,longer:67,look:[3,8,25,35,47,48,52,53,58,62],lookahead:9,lookup:62,loop:[31,33],loss:[9,44,58,62,66,67],lot:48,low:9,lower:47,lowest:49,lpaddle_capi_shar:29,lpaddle_capi_whol:29,lstm:[9,42,53,62],lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_layer_attr:10,lstm_size:62,lstm_step:10,lstmemori:[10,42],lstmemory_group:9,ltr:9,lucki:35,mac:[9,29,36,37],machan:10,machin:[9,10,13,15,35,44,48,49,51,52,53,62,64,66,67],machine_transl:42,made:[3,18,22,35,42,63],mai:[3,9,31,33,37,46,52,63],main:[3,5,43,52,59,65,66],mainli:[23,49],maintain:[9,21,52],majel:17,major:[37,58,60,66,67],make:[3,8,9,16,17,18,21,22,24,30,31,36,37,43,44,46,47,52,59,62,64,66],make_vari:34,male:63,malloc:44,man:26,manag:[18,22,23,27,33,43,47],manageri:63,mandarin:9,mani:[0,9,10,17,21,30,33,34,35,37,49,62,63,64,66],mannal:47,manner:9,manufactur:67,mao:66,map:[3,8,9,13,15,16,21,33,34,49,59,60,64],map_read:13,mapper:13,mapreduc:16,marcu:66,mark:[3,33,42,65],mark_slot:65,market:[35,63,66],martha:65,mask:[7,9],master:[16,32,43,49,66],mastermind:17,mat:[28,29],mat_param_attr:10,match:[17,46],math:[10,28,44,46],matirx:9,matplotlib:59,matric:[5,42,44],matrix:[8,9,10,13,15,28,29,44,48,51,60,65],matrixptr:44,matrixtyp:29,matter:3,max:[3,7,9,13,46,49,51,59,62,64],max_id:[9,15,62],max_job_id:13,max_length:[9,42],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_evalu:8,maxid:[8,62],maxid_evalu:8,maxid_lay:62,maxim:[9,67],maximum:[8,9,13,22,42,46,49,62,65,66],maxinum:12,maxpool:9,mayb:[9,10,59],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,31,33,35,42,46,47,49,51,52,57,58,59,60,62,64,65,66,67],mean_img_s:59,mean_meta:60,mean_meta_224:60,mean_valu:60,measur:[35,46],mechan:[9,10,23,42,52,66],media:66,meet:65,mem:[9,25],member:[13,16,30,33],memcpi:[30,46],memor:66,memori:[2,3,10,21,25,42,44,46,49,51,53,62,65,66,67],memory_boot:10,memory_nam:9,memory_threshold_on_load_data:49,mention:[17,21],mere:10,merg:[22,24,30,43,49,57,67],mergedict:[57,67],messag:[35,43,49,53,64,66,67],meta:[47,59,60,62],meta_config:[47,64],meta_gener:[47,64],meta_path:59,metadata:[26,52,53],metaplotlib:16,method:[3,9,11,15,24,33,37,44,46,49,51,62,66,67],might:[9,17,37,44,52],mileag:46,million:[13,51,63],min:[7,46,51,52,64],min_pool_s:3,min_word_freq:13,mind:47,mini:[3,9,13,15,18],mini_batch:31,minibatch:9,minibatch_data:13,minim:[3,11,35,49],minimum:9,minimun:49,minst:3,minut:[18,24,52,67],mirror:[17,37],mislead:22,miss:[49,57,65],mit:52,mix:[10,42,65],mixed_bias_attr:10,mixed_lay:[10,65],mixed_layer_attr:10,mixedlayertyp:9,mkdir:[27,36,37,52],mkl:36,mkl_path:36,mkl_root:36,ml_data:[47,64],mnist:[3,5,20,31],mnist_provid:3,mnist_random_image_batch_read:31,mnist_train:[3,31],mnist_train_batch_read:31,mod:65,modal:65,mode:[9,43,49,58,59,60,64,66,67],model:[1,2,5,9,10,13,15,18,19,43,44,45,49,52,64,65,66],model_config:[5,58],model_list:[49,51,65,66],model_output:66,model_path:51,model_zoo:[57,60],modifi:[5,42,43,44,47,52],modul:[2,3,5,10,13,15,35,36,59,60,62,65],modulo:9,momentum:[7,33,35,62],momentumoptim:[35,59],mon:53,monitor:[62,66],mono:9,month:[17,62,67],mood:66,more:[2,3,5,8,9,10,13,16,17,18,21,24,25,27,31,35,37,42,43,44,46,47,51,53,59,62,65,66,67],morin:9,mose:[66,67],moses_bleu:67,mosesdecod:66,most:[3,5,9,13,16,17,24,31,35,42,44,46,48,64,65,66,67],mostli:[59,63],mount:[25,37,52,53],mountpath:[52,53],move:[9,18,21,27,46,52,64,66],movement:[46,66],movi:[3,13,66],movie_categori:13,movie_id:64,movie_info:13,movie_review:13,movieid:63,movieinfo:13,movielen:61,moving_average_fract:9,mpi:47,mse_cost:35,much:[9,18,31,46],mul:44,mulit:47,multi:[9,30,44,48,49,60,67],multi_binary_label_cross_entropi:9,multi_crop:60,multigradientmachin:30,multinomi:9,multipl:[8,9,10,13,15,16,21,22,24,37,42,44,49,51,52,58,62,64,66],multipli:[8,9,44,59],multiprocess:13,multithread:3,music:63,must:[3,6,8,9,10,13,22,31,34,36,37,42,43,44,47,49,51,52,67],my_cluster_nam:52,my_external_dns_nam:52,mypaddl:53,mysteri:63,name:[3,7,8,9,10,12,13,15,16,18,20,22,25,29,34,35,37,42,43,44,46,47,49,51,53,54,55,57,58,59,60,62,64,66,67],name_prefix:20,namespac:[28,37,44,53],nativ:9,natur:[21,24,51,65,66],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:62,necessari:[3,9,22,24,30,34,36,44,47,62,66],necessarili:44,need:[3,8,9,10,13,16,17,21,22,24,25,27,30,33,34,35,36,37,39,42,43,44,47,48,49,51,52,53,58,59,60,62,64,65,66,67],neg:[3,8,9,62,65,66],neg_distribut:9,neg_overlap:9,neg_pos_ratio:9,negat:65,neighbor:62,ner:8,nest:[3,9,13],net:[9,10,33],net_conf:66,net_diagram:60,network:[2,3,5,7,8,9,11,13,14,15,16,18,31,33,34,35,37,44,46,47,49,57,66,67],network_config:51,networkadministr:52,neural:[3,5,9,10,11,13,15,16,18,33,35,46,49,57,58,60,66,67],neuralnetwork:30,neuron:[5,44,62,66],never:[13,31,33,52,53],newest:22,newtork:66,next:[9,13,18,23,42,43,44,46,49,52,53,65,66,67],nfs4:52,nfs:52,nfsver:52,nginx:37,ngram:13,nic:[47,48,49],nil:21,nine:[13,65],nlp:[3,9],nltk:13,nms_threshold:9,nms_top_k:9,nmt:67,nnz:44,no_cach:3,no_sequ:[3,9,64],noah:66,noavx:[37,39],node:[9,17,24,44,47,49,52,53,66,67],node_0:52,node_1:52,node_2:52,nodefil:47,noir:63,nois:[9,18,58],noise_dim:58,non:[9,18,44,49,52],none:[2,3,5,7,8,9,10,11,12,13,15,16,34,35,42,60,62],nonlinear:44,norm:58,norm_by_tim:9,normal:[3,5,9,10,13,39,42,44,47,49,53,57,58,60],normzal:60,north:59,notat:9,note:[3,5,7,9,10,12,15,16,21,25,31,36,46,49,51,52,57,59,64,66],notebook:[25,37],noth:[6,15,33,43,49],notic:[42,44],novel:66,now:[0,3,9,13,17,18,33,35,37,43,49,52,58,64,65],np_arrai:13,nproc:36,ntst1213:67,ntst14:67,nullptr:[33,44],num:[9,47,49,62,65,66,67],num_channel:[9,10,59],num_chunk_typ:8,num_class:[9,10,59],num_filt:[9,10],num_gradient_serv:[48,49],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,35,48,49,51,53,62,64,65,66,67],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,31,34,35,43,44,47,49,52,57,59,60,62,65,66,67],numchunktyp:8,numdevices_:51,numlogicaldevices_:51,numofallsampl:8,numofwrongpredict:8,numpi:[7,13,15,20,31,35,36,58,60],numsampl:46,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,37],nvidia:[36,37,46,49],obei:8,obj:[3,35,59,60,62,64],object:[3,5,7,9,10,11,13,15,16,28,33,46,58,59,60,62,65],observ:[11,35,44,46,67],obtain:[24,62,65,66],obvious:17,occup:[63,64],occur:[13,15],oct:53,odd:9,off:[29,37,43],offer:[5,34,65],offici:[9,17,37,52,59],offlin:[18,20],offset:[9,64],often:[47,62,67],ograd:44,old:[22,24,37,49],omit:62,on_init:3,on_travisexclud:36,onc:[3,9,18,21,37,44,52,62],one:[3,6,8,9,10,11,12,13,16,18,21,22,24,25,30,31,33,35,37,43,44,47,49,51,52,53,57,58,59,60,62,64,65,66,67],one_host_dens:64,one_hot_dens:64,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,24,25,27,30,34,35,36,42,43,44,46,48,49,51,52,53,57,60,62,63,66,67],onlin:[9,11,18,20,31],onto:52,op_class:34,op_maker_class:34,op_proto:34,opcreat:34,opdesc:34,open:[0,3,9,16,20,31,35,37,52,60,62,65],openbla:36,openblas_path:36,openblas_root:36,oper:[9,10,11,13,33,37,42,44,46,49,52,57,59,64],operatorbas:34,opinion:66,opmak:34,opprotomak:34,opregist:34,opregistri:34,ops:17,ops_test:17,opt:[16,34,36],optim:[3,7,14,15,30,35,44,46,66],option:[3,8,9,16,17,34,35,43,44,47,51],optyp:34,order:[3,9,10,13,15,31,44,49,52,53,58,60,62,66,67],ordinari:66,oregon:52,org:[8,9,10,13,20,26,36,37,58],organ:[8,9,59,66,67],orient:34,origin:[0,2,3,9,13,33,58,65,67],other:[3,8,9,10,13,18,22,27,33,34,36,37,39,42,43,51,52,53,57,58,59,60,62,63,65,66,67],otherchunktyp:8,otherwis:[2,9,13,16,18,22,24,31,42,43,47,51,64,67],our:[16,17,33,37,42,43,44,52,53,57,59,62,65,66,67],out:[9,15,16,17,21,35,42,46,49,52,53,59,66],out_dir:52,out_left:9,out_mem:42,out_right:9,out_size_i:9,out_size_x:9,outlin:50,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:65,output:[5,6,7,8,10,12,13,15,16,20,24,27,31,33,34,35,42,44,46,49,51,53,57,58,59,60,62,64,65,66,67],output_:[9,44],output_dir:60,output_fil:65,output_id:9,output_lay:[15,60],output_max_index:12,output_mem:[9,42],output_path:20,outputh:9,outputw:9,outsid:[3,9,10,33],outter_kwarg:3,outv:44,over:[2,9,10,16,43,44,46,62,65,66],overcom:66,overhead:46,overlap:[8,9,44],overlap_threshold:[8,9],overrid:[18,27,44],overview:[21,22,23],overwrit:27,owe:0,own:[22,24,34,37,47,52],pacakg:39,pack:37,packag:[3,13,21,25,37,38,43,52],pad:62,pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,18,20,25,27,28,29,30,34,35,36,37,38,39,42,43,44,45,46,47,49,51,52,58,59,62,64,65,66,67],paddle_begin_init_param:22,paddle_element_typ:22,paddle_element_type_float32:22,paddle_element_type_float64:22,paddle_element_type_int32:22,paddle_element_type_int64:22,paddle_element_type_uint32:22,paddle_element_type_uint64:22,paddle_error:[28,29],paddle_exampl:25,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init:9,paddle_init_param:22,paddle_job:25,paddle_matrix:[28,29],paddle_matrix_cr:29,paddle_matrix_get_shap:28,paddle_matrix_shap:28,paddle_n:47,paddle_new_etcd_pserver_cli:22,paddle_new_pserver_cli:22,paddle_on_cloud:25,paddle_output:53,paddle_paramet:22,paddle_port:47,paddle_ports_num:47,paddle_ports_num_for_spars:47,paddle_pserver2:47,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:57,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:57,paddle_train:[29,32,47],paddledev:[52,53],paddlepaddl:[0,2,3,5,9,10,13,17,18,20,22,23,24,25,26,27,31,33,35,36,39,42,43,44,45,46,47,54,55,60,62,64,65,66],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[43,52,64],pai:37,pair:[8,65],pakcag:17,palceholder_just_ignore_the_embed:57,palmer:65,paper:[9,57,58,60,65,66,67],paraconvert:57,paragraph:66,parallel:[46,49,51,52,53,67],parallel_nn:[7,48,49],param:[7,9,13,22,30],param_attr:[9,10,35,42],param_config_proto:22,paramattr:[7,9,35,42],paramet:[2,3,5,8,10,11,12,13,14,17,19,24,27,31,33,34,35,44,45,51,58,59,62,64,65,66,67],parameter_attribut:9,parameter_block_s:[48,49],parameter_block_size_for_spars:[48,49],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:44,parameters_:44,parameterset:16,parameterupdat:30,parametris:11,paramt:[52,57],paramutil:64,paraphras:67,paraphrase_data:57,paraphrase_model:57,paraspars:44,parent:44,parent_:33,pars:[5,13,17,51,52,58,64,65],parse_config:[5,58],parser:64,part:[3,8,24,35,42,43,44,46,58,62,64,65,66,67],parti:[46,64],partial:[9,15,58],partial_sum:9,participl:57,particular:46,partit:[18,20,52],pass:[3,9,13,15,18,30,31,33,35,43,44,46,47,49,52,53,58,59,62,64,65,66,67],pass_id:15,pass_idx:31,pass_test:58,passtyp:44,password:47,past:[16,37,52],patch:26,path:[2,3,8,9,13,15,18,21,22,25,31,35,36,47,49,51,52,53,57,59,60,62,65,66,67],pattern:[13,18,28,35,52,66],paul:65,paus:[18,24],pave:67,pdf:[9,10],pem:[16,20,52],pend:[18,21],penn:65,per:[8,9,13,18,22,31,49,59,62],perfom:[49,51],perform:[2,9,10,22,30,35,42,44,45,47,48,58,59,62,66,67],period:[2,18,24,49,62,64,65,66,67],perl:[66,67],permiss:52,peroid:9,persist:52,persistentvolum:52,persistentvolumeclaim:52,person:[8,16],perspect:46,perturb:44,pfs:[20,27],pfsclient:20,pfspath:27,pgp:52,phase:35,photo:59,pick:[3,52],pickl:64,pictur:62,piec:[9,10,35],pillow:[25,59],pip:[36,43,47,59,64],pipe:63,pipelin:65,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,24,44,46,47,60,67],placehold:[35,57],plai:[65,66],plain:[2,8,9,15,25,29],plan:[18,44],platform:[0,35,52],pleas:[3,5,7,9,10,11,16,18,21,22,23,31,36,37,38,42,43,44,52,57,59,62,64,65],plot:[16,59],plotcurv:59,plu:9,png:[59,60],pnpairvalidationlay:49,pnpairvalidationpredict_fil:48,pod:[20,25,52,53],pod_nam:52,point:[18,25,35,46],pointer:[22,33],polar:[13,66],polici:52,polit:66,poll:66,pollut:24,poo:59,pool3:44,pool:[3,10,14,59,62,64],pool_attr:10,pool_bias_attr:10,pool_layer_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:[10,62],pooling_typ:[9,62],poolingtyp:12,popul:22,popular:[17,35,60],port:[17,37,47,48,49,52,53],port_num:48,ports_num:49,ports_num_for_spars:[48,49,51],pos:[64,66],pose:18,posit:[3,8,9,13,62,65,66,67],positive_label:8,possibl:[16,21,46,58],post1:36,post:[25,26],potenti:46,power:[62,67],practic:[9,35,42,44],pre:[3,9,10,13,16,22,37,52,53,57,59,65,66,67],pre_dictandmodel:57,precis:[8,36],precision_evalu:8,pred:[62,65],predefin:66,predetermin:[9,49,67],predic:[13,65],predicate_dict:65,predicate_dict_fil:65,predicate_slot:65,predict:[3,4,8,9,11,15,35,42,47,49,57,62,67],predict_fil:49,predict_output_dir:[48,49,62],predict_sampl:5,predicted_label_id:62,prediction1:15,prediction2:15,predictor:64,predin:59,prefer:66,prefetch:44,prefix:[8,18,20,52],pregrad:44,preinstal:36,premodel:57,prepar:[5,25,30,42,54,62],preprcess:66,preprocess:[13,47,53,66],prerequisit:36,present:[16,43,60,65,67],preserv:27,pretti:35,prev_batch_st:[48,49],prevent:[2,11,16,18,21,24],previou:[9,10,18,27,44,49,52,65,67],previous:[9,53,60],price:[13,35],primarili:66,principl:[16,17],print:[7,15,16,35,49,57,62,64,65,66,67],printallstatu:46,printer:8,printstatu:46,priorbox:9,prite:8,privat:[29,33,34,43],privileg:52,prob:[8,15,58],probabilist:[9,57],probability_of_label_0:62,probability_of_label_1:62,probabl:[8,9,15,42,60,62,65],problem:[5,9,11,16,17,24,43,62,65,66],proc:37,proc_from_raw_data:62,proce:[13,18,31,52],procedur:[57,65,67],proceed:[9,65],process:[2,3,5,7,9,10,13,16,20,21,24,34,35,37,42,47,49,51,52,53,57,59,60,62,64,65,66,67],process_num:13,process_pr:62,processdata:[59,60],processor:46,prod:[37,43],produc:[10,13,18,31,37,60,62],product:[0,25,37,43,44,52,62,66],productgraph:53,profil:[27,36],proflier:46,program:[2,13,16,20,22,24,31,33,37,43,46,47,49],programm:63,progress:[18,21,49],proivid:3,proj:9,project:[9,10,25,29,36,42,44,64],promis:[9,10],prompt:27,prone:16,prop:65,propag:[11,49,51],properli:62,properti:[3,49],propos:67,proposit:65,protect:[34,44],proto:[12,34],proto_:34,protobuf:[25,34,36],protocol:[8,49],prove:62,proven:67,provid:[0,9,13,16,22,25,34,35,37,46,47,52,57,58,59,60,63,66],providermemory_threshold_on_load_data:48,provis:52,provod:3,prune:9,ps_desir:18,pserver:[22,23,25,47,48,49,52],pserver_addr:22,pserver_cpu:25,pserver_id:19,pserver_mem:25,pserver_num_thread:[48,49],pserver_spec:15,pserverstart_pserv:48,pseudo:[16,25],psize:44,ptr:29,pull:[17,32,37,57,67],punctuat:66,purchas:62,purpos:[0,18,46],push_back:44,put:[17,18,37,44,47,53,62],pvc:52,pwd:[37,43],py_paddl:[5,13,58],pydataprovid:[2,3,62],pydataprovider2:[4,5,35,62,64,66],pyramid:9,pyramid_height:9,python:[2,3,4,9,15,16,23,28,30,32,35,36,42,43,47,57,58,59,65,66,67],pythonpath:59,pzo:66,qualifi:36,qualiti:62,queri:[9,52,67],question:[9,16,34,52,65],quick:[49,53,61,67],quick_start:[25,52,53,54,62],quick_start_data:53,quickli:35,quickstart:53,quit:46,quot:63,r_t:9,rais:13,ramnath:66,ran:46,rand:[46,49,51,58,65],random:[3,7,9,13,20,30,31,35,49,58,59,65],random_imag:20,randomli:[24,66],randomnumberse:48,rang:[3,9,13,20,31,34,49,51,59,63,65],rank:[9,16,52,60,62],rare:3,rate:[7,8,11,13,22,44,47,59,62,64,66,67],rather:[5,25,52,66],ratio:[9,49],raw:[9,35,62,66],raw_meta:64,rdma:[36,49],rdma_tcp:[48,49],reach:[18,46,65],read:[2,3,13,15,16,18,20,31,35,42,43,47,52,60,62,64],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,67],reader_cr:20,reader_creator_bool:31,reader_creator_random_imag:[13,31],reader_creator_random_image_and_label:[13,31],readi:[18,35,52,53,59],readm:[29,43,63,64,66],readonesamplefromfil:3,readwritemani:52,real:[3,31,35,58],realist:16,reason:[10,16,18,37,53],recal:8,receiv:[18,25],recent:67,reciev:49,recogn:59,recognit:[3,9,60,66],recommand:3,recommend:[2,10,16,37,42,44,47,49,64],recommonmark:36,recompil:46,record:[13,21,34,43,52,65],recordio:[13,16,20,21],recov:[18,35,58],recoveri:21,rectangular:9,rectifi:9,recurr:[33,65,66],recurrent_group:[10,42],recurrent_lay:10,recurrentgradientmachin:29,recurrentgroup:8,recurrentlay:49,recurs:[17,27],recv:52,reduc:[11,47,49,51],refactor:30,refer:[2,5,7,9,10,11,18,21,22,23,33,42,43,44,47,53,57,59,62,64,67],referenc:[9,21],reflect:21,reg:34,regard:65,regardless:67,regex:64,region:[9,33,46,65],regist:[44,46],register_gpu_profil:46,register_lay:44,register_op:34,register_timer_info:46,registerop:34,registri:[25,37,53],regress:61,regular:[7,44,52,59,62,66],rel:[2,10,24,47],relat:[3,18,24,25,33,37,39,53,66],relationship:[13,35,58],releas:[32,36,37,39,52,63,65],relev:[65,67],reli:36,reliabl:18,relu:[9,44],remain:62,rememb:9,remot:[7,17,43,44,47,49,51,52],remoteparameterupdat:[23,49],remov:[13,27,43,47,49,66],renam:[27,67],reorgan:9,repeat:34,replac:[17,21,37,66],replicaset:25,repo:17,report:[21,46,47],reportdataset:21,repositori:[9,43],repres:[3,5,9,13,21,42,44,52,59,62,63],represent:[9,22,62,66],reproduc:67,request:[17,18,32,52,53,57,67],requir:[2,8,9,16,18,22,24,25,27,34,44,47,52,53,58,59,62,64],res5_3_branch2c_bn:60,res5_3_branch2c_conv:60,res:65,research:[13,59,63,66],resembl:66,reserv:[3,27],reserveoutput:44,reset:[9,18],reshap:31,reshape_s:9,residu:60,resnet:61,resnet_101:60,resnet_152:60,resnet_50:60,resolv:[17,43,53],resourc:[37,52],respect:[3,35,42,44,49,59,60,65,67],respons:[9,30,52,53],rest:[3,9,25,26,35],restart:[18,22,52,53],restartpolici:[52,53],restrict:[33,49],resu:31,result:[5,6,8,9,15,21,46,49,52,59,60,62,64,65,66],result_fil:8,resum:24,retir:63,retran:52,retriev:[33,44,53],return_seq:10,reuqest:32,reus:[24,31,44],reveal:16,revers:[9,10,42,65,66],review:[13,43,53,62,66],reviews_electronics_5:53,revis:62,rewrit:[17,67],rgb:9,rgen:66,rho:11,rich:35,right:[3,9,17,25,60],rkt:25,rmsprop:62,rnn:[9,10,33,45,48,62,66],rnn_bias_attr:42,rnn_layer_attr:42,rnn_out:42,rnn_step:9,rnn_use_batch:[48,49],rnnlm:13,robot:59,role:[13,16,21,22,52,61,66],roman:66,romanc:63,root:[11,12,47,52,53],root_dir:47,rot:9,roughli:[3,58],routledg:66,row:[5,8,9,13,44,60],row_id:9,rpc:21,rpcserver:21,rsize:52,rtype:13,rule:[8,44,52],run:[16,17,18,25,33,37,43,44,45,46,49,52,54,55,57,59,60,62,64,66,67],runinitfunct:46,running_on_cloud:25,runtim:[2,3,36,37,47],s_param:58,s_recurrent_group:42,sacrif:2,safe:25,sai:[9,35,49,51],sake:44,sale:63,same:[3,5,8,9,10,15,16,21,22,24,33,42,47,51,52,57,62,64,65,66,67],samping_id:9,sampl:[3,5,8,13,34,47,49,51,57,58,60,62,64,65,66,67],sample_dim:58,sample_id:8,sample_num:8,santiago:66,satifi:8,satisfi:[17,47,52,62],save:[3,9,13,15,18,20,21,22,25,35,49,51,52,53,59,60,62,64,65,66,67],save_dir:[35,49,51,53,58,59,62,64,65,66,67],save_only_on:[48,49],saving_period:[48,49],saving_period_by_batch:[48,49,51,62],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,34,60,63],scalingproject:9,scan:21,scatter:9,scenario:[35,48],scene:48,schdule:52,schedul:[21,25,52,58],scheduler_factor:7,schema:57,scheme:[8,65],schmidhub:66,schwenk:67,sci:63,scienc:66,scientist:[0,63],score:[8,9,64,66,67],screen:64,scrip:62,script:[5,13,47,52,59,60,62,65,66,67],seaplane_s_000978:59,search:[9,18,33,36,42,49,65,67],seat:67,second:[3,9,13,16,27,31,33,34,35,37,47,57,60,62,63,66],secret:52,section:[3,42,44,47,52,62],sed:66,see:[3,5,9,10,16,18,35,37,43,46,52,57,58,60,62,64,66,67],seed:[46,49],seem:17,segment:8,segmentor:57,sel_fc:9,select:[9,43,52,63,67],selectiv:9,selector:53,self:[35,44,63,66],selfnorm:9,semant:[13,16,32,61,66],semat:16,sen_len:65,send:[18,22,34,49,52],sent:[16,22,34,53],sentenc:[3,9,13,42,62,65,66,67],sentiment:[3,35,61,62,65],sentiment_data:66,sentiment_net:66,sentimental_provid:3,separ:[3,8,22,49,57,62,63,64,65,67],seq:[9,13,64],seq_pool:9,seq_text_print:8,seq_to_seq_data:[57,67],seq_typ:[3,13],seqtext_evalu:8,seqtoseq:[9,57,67],seqtoseq_net:[9,57,67],sequel:3,sequenc:[3,6,8,9,10,12,13,44,57,62,64,65,66,67],sequence_conv_pool:62,sequence_group:9,sequence_nest_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,42,62,65],seri:[10,66],serial:[3,15,21,30],serv:[37,46,52,58],server:[16,17,23,37,44,47,48],serverless:18,servic:[37,63],session:[37,46],set:[2,3,5,7,8,9,10,13,15,16,18,25,33,35,36,37,39,42,44,45,46,47,48,49,51,52,53,57,59,60,62,63,64,65,66,67],set_active_typ:44,set_default_parameter_nam:7,set_drop_r:44,set_input:9,set_siz:44,set_typ:44,setp:52,settup:44,setup:[3,37,44,62],sever:[3,8,9,30,47,51,52,61,62,64,65,66,67],sgd:[11,15,16,18,25,30,47,58,66,67],sgdasync_count:48,shall:17,shallow:65,shape:[9,13,15,60],shard:[18,19,20,21,22,24,52],share:[9,17,29,30,36,37,46,49,53,65],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[28,29,33],shell:[52,60],shift:60,ship:59,shold:66,shop:66,shorten:9,shorter:60,should:[3,5,7,8,9,13,15,16,22,25,30,31,34,35,39,42,43,47,52,59,62,64,65,66,67],should_be_fals:16,should_be_tru:16,should_shuffl:[3,65],show:[5,8,11,13,18,27,35,49,52,53,57,60,62,64,65,66,67],show_check_sparse_distribution_log:[48,49],show_layer_stat:[48,49],show_parameter_stats_period:[48,49,51,53,62,65,66,67],shown:[3,9,16,42,44,46,52,58,59,60,62,64,66,67],shrink:44,shuf:64,shuffl:[3,13,64,66],sid:52,side:[9,15,30,60],sig:52,sigint:47,sigmod:34,sigmod_op:34,sigmod_output:34,sigmoid:[9,34,44],sigmoidactiv:10,sign:[26,52],signal:47,signatur:52,signific:46,similar:[9,31,52,62,64],similarli:[9,13,65],simpl:[2,3,6,8,9,10,13,15,33,34,36,37,43,46,49,62,64,65,66],simple_attent:42,simple_gru:[42,62],simple_lstm:[9,62],simple_rnn:[9,42],simpler:30,simplest:52,simpli:[2,9,16,22,36,37,42,46,57,60,64,66,67],simplifi:[16,34,44,53],simultan:52,sinc:[9,18,21,23,24,31,35,37,46,52,58,62,63,67],sincer:[43,66],singl:[3,8,10,13,18,33,37,44,47,53,60,62,65,67],sinlg:15,site:[17,52],six:[57,65,67],size:[3,8,9,10,11,13,18,20,22,31,34,35,42,44,47,49,58,59,60,62,63,65,66,67],size_a:9,size_b:9,size_t:44,sizeof:57,skill:67,skip:[31,35,43,47,52,60],slide:[9,11,13,18],slightli:59,slope:9,slot:[64,65],slow:[3,46],small:[3,13,44,47,49,59,67],small_messag:[48,49],small_vgg:59,smaller:[9,18],smart:33,smartli:9,smith:66,smooth:9,snap:53,snapshot:[19,24,52],snippet:[42,44,46,52,62],social:66,sock:25,sock_recv_buf_s:[48,49],sock_send_buf_s:[48,49],socket:49,softmax:[9,10,16,42,44,57,62,65,66],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:62,softwar:[37,46],solv:[16,65],solver:67,some:[3,7,9,13,15,16,17,21,22,24,25,33,35,36,43,44,46,48,49,51,52,58,62,63,64,65,66,67],some_c_api_funct:29,some_inst:29,some_python_class:28,somecppclass:28,somedata:15,somegotyp:28,someth:[3,9],sometim:[11,31,46,66],somewhat:22,somewher:33,soon:18,sophist:[35,44,47],sort:[9,13,49,52,64,66,67],sourc:[0,9,13,17,27,29,31,35,37,42,43,52,53,57,62,64,67],source_dict_dim:42,source_language_word:42,space:[8,37,42,46],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,44,47,49,52,62],sparse_binary_vector:[3,13,62],sparse_binary_vector_sequ:13,sparse_float_vector:3,sparse_non_value_slot:13,sparse_upd:7,sparse_value_slot:13,sparse_vector:13,sparse_vector_sequ:13,sparseparam:44,sparseprefetchrowcpumatrix:44,spatial:[9,59],speak:[42,67],spec:[52,53],specfii:49,speci:59,special:[9,22,36,57,62,67],specif:[2,17,27,33,51,59,62,64],specifi:[2,3,8,9,13,16,21,22,25,27,33,34,35,36,42,44,49,52,58,59,60,62,63,64,66,67],speech:9,speed:[10,37],spefici:60,sphinx:[28,36,37],sphinx_rtd_them:36,split:[3,9,24,47,51,52,57,60,62,65],split_count:52,sql:2,squar:[9,11,12,35],squarerootnpool:9,squash:67,srand:49,src:[17,67],src_backward:42,src_embed:42,src_forward:42,src_root:5,src_word_id:42,srl:[13,65],ssd:9,ssh:[37,47,52,53],sshd:37,ssl:36,sstabl:16,stabl:[32,52],stack:[35,52,62,65],stacked_lstm_net:66,stacked_num:66,stackexchang:9,stage:[17,23,43,47],stake:67,stale:18,stamp:46,standard:[7,57,59,65,66,67],stanford:[13,53],star:[17,63],start:[9,15,17,18,21,22,24,25,30,35,37,42,46,47,49,56,57,61,64,67],start_pass:[48,49],start_pserv:49,startup:[18,25,52],stat:[36,46,49,65,66,67],state:[9,10,18,33,35,42,49,53,58,65,67],state_act:[9,10],statement:[44,52],staticinput:[9,42],statist:[9,49,62,65,66,67],statset:46,statu:[25,43,46,52,53],status:53,std:[17,28,29,33,34,44,49],stderr:47,stdout:47,step:[5,9,10,12,18,22,30,34,37,42,43,44,46,47,52,53,62,64,65,66,67],stepnet:33,still:[21,24,60],stmt1482205552000:52,stmt1482205746000:52,stochast:[11,18,21,24],stock:66,stop:[9,37,47,49,53,64],storag:[26,36,52,53,59],store:[8,9,13,17,30,33,44,47,49,52,53,57,59,60,62,64,65,66,67],str:[15,25,51],strategi:[3,12,18,49,65],street:[9,65],strength:58,strict:31,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,27,33,34,44,49,52,66],strip:[62,65],struct:[21,22,26,29,34],structur:[13,21,47,52,57,59,62,64,65,66,67],sts:52,student:63,stuff:43,stun:3,style:[3,9,34,36,43],sub:[8,9,13,16,24,30,42,44,59,62,67],sub_sequ:[3,9],subcommand:27,subgradi:11,submit:[43,48,49,52],subnet0:52,subnet:[16,52],subobjectpath:53,subsequ:9,subsequenceinput:9,subset:[44,67],substanti:60,substitut:67,succe:66,succeed:[21,53],success:[9,22,52,53,60,65],successfulcr:53,successfuli:66,successfulli:[60,64,66],successor:[49,67],sucessfulli:67,sudo:[36,39,52,59],suffic:[31,35],suffici:49,suffix:[25,67],suggest:[9,17,46],suitabl:[43,49,59],sum:[9,11,19,42,44],summar:[62,66],sumpool:9,support:[7,8,9,12,13,18,24,25,30,31,36,37,39,42,43,44,46,49,52,65],suppos:[17,35,44,62],suppress:[9,27],sure:[43,44,52,59,66],surpass:9,survei:66,svs:34,swagger:26,swap_channel:60,swig:[5,23,28,29,36],swig_paddl:[5,13,58],symbol:[9,29],symlink:43,sync:[18,43,49,58],syncflag:44,synchron:[11,18,21,47,49,52],syntact:65,syntax:[31,64],synthect:35,synthes:58,synthet:35,sys:60,system:[17,18,22,24,26,36,37,47,53,62,65,66,67],t2b:57,tab:[37,62],tabl:[3,8,9,60,62,67],tableproject:9,tag:[8,13,37,42],tagtyp:8,take:[3,5,8,9,10,16,17,24,42,44,46,52,53,58,65,67],taken:[3,65],talk:22,tanh:[9,10,42,44],tanhactiv:10,taobao:66,tar:[15,36,52],tarbal:52,target:[9,13,15,17,42,43,57,62,67],target_dict_dim:42,target_dictionary_dim:9,target_language_embed:9,target_language_word:42,target_link_librari:17,targetinlink:9,task:[3,8,9,34,35,42,51,57,60,65,66,67],task_queu:21,taskentri:21,taskqueu:21,tbd:23,tconf:66,tcp:[49,52],teach:62,tear:46,technic:18,technician:63,techniqu:[42,44],tee:[53,59,65,66,67],tell:[18,21,22,34,37,46,64],tellig:66,templat:[34,53,65],tempor:[9,62,65],temporari:25,tensor:17,tensor_test:17,term:[9,10,18,65,66],termin:53,terminolog:35,tese:2,tesh:65,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,29,31,32,36,37,39,46,47,48,57,59,60,62,63,67],test_all_data_in_one_period:[53,59,64,65,66],test_data:67,test_fcgrad:44,test_gpuprofil:46,test_layergrad:44,test_list:[3,35,59,62],test_part_000:66,test_pass:[48,49,51,67],test_period:[48,49,51],test_ratio:64,test_wait:[48,49],testa:16,testb:16,testbilinearfwdbwd:46,testconfig:44,tester:[64,67],testfcgrad:44,testfclay:44,testlayergrad:44,testmodel_list:48,testq:16,testresult:15,testsave_dir:48,testutil:44,text1:27,text:[2,3,8,10,13,16,37,52,57,61,62,64,66],text_conv:62,text_conv_pool:64,text_fil:[13,66],tflop:46,tgz:[13,36],than:[3,5,7,8,9,10,18,25,36,37,42,44,47,52,60,65,66,67],thank:[0,57,67],thei:[3,16,17,18,22,24,27,34,35,37,42,44,46,47,48,52,60,66],them:[2,3,8,10,16,17,18,25,31,33,34,35,37,46,48,49,52,59,60,62,64,66,67],themselv:17,theori:46,therefor:36,therein:9,therun:60,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,24,25,30,31,34,35,36,37,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],thing:[3,35,43,46,64,65],think:[16,17],third:[9,18,46,60,66],third_parti:9,those:[17,18,60,65],thought:[17,46],thread:[44,46,49,51,64,65,66,67],thread_local_rand_use_global_se:[48,49],threadid:51,threadloc:46,three:[3,8,9,18,30,31,35,49,58,60,66,67],threshold:[7,8,9,18,21,49,66],thriller:63,through:[5,9,17,18,21,23,42,44,46,47,57,58,59,66,67],throughout:62,throughput:46,thu:[3,9,24,35,44,52,67],tier:53,tight:36,time:[3,9,10,12,13,16,17,18,21,24,31,34,35,42,46,49,51,53,62,63,65,66,67],timelin:[9,46],timeo:52,timeout:[18,21],timer:36,timestamp:[9,19,63],timestep:[3,9,33],titil:64,titl:[13,63,64],tls:26,tmall:66,to_no_sequ:9,to_sequ:9,todo:[8,9,10,13,18,21,24,34],toend:9,togeth:[3,9,10,13,15,42],token:[8,9,16,42,57,66,67],too:[13,37,39],tool:[37,42,43,52,66],toolchain:36,toolkit:[36,39],top:[8,60,65],top_k:8,topolog:[13,16,18,30],topolopi:15,toronto:[13,59],total:[15,18,31,46,47,53,57,67],total_pass:31,touch:66,tourism:66,tourist:67,toward:35,tra:67,track:[18,21,43],tractabl:9,tradesman:63,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,24,30,42,44,45,46,48,54,55,60],train_conf:[57,67],train_config_dir:52,train_data:67,train_id:52,train_list:[3,35,59,60,62],train_part_000:66,trainabl:9,traindot_period:48,trainer:[3,5,16,19,20,21,23,30,35,44,47,49,51,58,62,65,66,67],trainer_config:[2,3,35,47,52,53,62,64,66],trainer_config_help:[3,35,44,59,62],trainer_count:[48,49,51,52,53,64,65,66,67],trainer_cpu:25,trainer_cr:25,trainer_gpu:25,trainer_id:[49,52],trainer_mem:25,trainer_packag:25,trainerid:24,trainerintern:[62,64,67],training_machin:58,trainingtest_period:48,trainonedatabatch:58,tran:[44,49],trane:3,transact:[18,21,66],transfer:[2,3],transform:[9,42,44,58,59,62,65],transform_param_attr:10,translat:[9,10,35,57,64,66,67],transpar:47,transport:49,transpos:[9,44,58],transposedfullmatrixproject:9,travel:3,travi:[36,43],treat:[9,22],treatment:22,tree:[9,49,67],trg:67,trg_embed:42,triain:2,tricki:28,trigger:[24,30],trivial:3,trn:62,truck:59,true_imag:31,true_label:31,true_read:31,truth:[8,9,62,67],tst:62,tune:[7,45,62,64,67],tuninglog_barrier_abstract:48,tupl:[3,9,13,15,31],ture:9,turn:[9,31,58],tutori:[37,42,43,44,46,47,52,53,54,55,60,62],tweet:66,twelv:67,twitter:66,two:[2,3,8,9,10,16,22,23,24,25,27,31,33,34,35,37,42,46,47,51,52,57,58,59,60,62,64,65,66,67],txt:[3,17,25,27,44,47,52,62,64,66],type:[3,8,9,10,12,13,15,16,18,21,24,25,26,27,28,29,31,34,35,37,42,44,49,51,52,53,59,60,62,64,65],type_nam:34,typedef:[22,28,29],typeid:34,typenam:34,typic:[5,8,37,46,66],ubuntu:[32,39],ubyt:31,uci:13,ufldl:9,uid:53,uint32:26,uint64:28,uint64_t:28,unawar:22,unbalanc:49,unbound:42,unclear:24,unconstrain:66,under:[17,21,35,36,37,52,63,66],underli:35,understand:[37,46,57,59,66],understand_senti:42,understudi:67,undeterminist:46,unemploi:63,unexist:65,unidirect:9,uniform:[7,9,13,20,31,49,58],uniqu:[16,18,24,25,33,49,52],unique_ptr:[33,44],unit:[9,10,17,35,36,37,42,43,65],unittest:29,unittestcheckgrad_ep:48,univ:67,unix:47,unk:[57,67],unk_idx:[62,65],unknown:9,unlabel:66,unlik:[9,65,66,67],unordered_map:33,unseg:9,unsign:22,unsup:66,unsupbow:66,until:[18,22,33,47,52,65],untrack:43,unzip:64,updat:[7,9,18,21,22,26,30,33,36,43,44,47,49,51,66],update_equ:15,update_hook:7,updatecallback:44,updatestack:52,upload:[18,25,26],upon:[0,65],upstream:43,uri:52,url:[13,39,66],urls_neg:66,urls_po:66,urls_unsup:66,usag:[2,3,8,9,10,13,15,30,35,46,57,58],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,23,30,33,34,35,36,37,38,39,42,43,44,46,47,49,51,52,53,57,58,59,60,62,63,64,65,66,67],use_global_stat:9,use_gpu:[9,48,49,51,53,58,59,60,62,64,65,66,67],use_jpeg:59,use_old_updat:[48,49],use_seq:[35,64],used:[2,3,5,8,9,10,11,12,13,15,16,17,18,23,30,31,33,34,35,38,39,42,44,46,47,48,49,51,52,57,59,60,62,64,65,66,67],useful:[2,3,9,10,33,42,44,51,62,65,66],usegpu:[44,58],useless:47,user:[2,3,7,9,10,13,15,16,17,20,21,24,25,27,31,33,34,35,37,47,48,49,52,60,62,65],user_id:64,user_info:13,user_nam:20,usercert:20,userid:63,userinfo:13,userkei:20,usernam:[20,43],uses:[3,18,24,30,42,43,44,49,52,59,60,62,64,67],using:[2,3,5,7,9,10,13,16,17,18,21,22,24,25,27,31,33,34,35,37,42,43,44,46,49,51,52,53,57,58,59,60,62,65,66],usr:[36,47,49,52],usrdict:57,usrmodel:57,usual:[9,13,15,25,35,36,46,49,51,52,66],utf:57,util:[5,24,36,42,44,46,59,64,66],uuid:[19,24],v28:9,valid:[31,33,52,60,66],valu:[3,5,7,8,9,11,12,13,15,18,30,33,34,35,42,44,49,51,52,58,59,60,65,66],value1:49,value2:49,value_evalu:8,value_rang:13,vanilla:42,vanish:66,vari:[46,52],variabl:[3,9,13,16,34,35,36,39,44,47,52,53,66],varianc:[9,60],variant:37,varproto:34,vars_:33,vector:[3,9,10,13,16,22,42,44,57,62,64,66,67],vectorenable_parallel_vector:48,vendor:17,verb:[13,65],verbos:27,veri:[3,9,12,17,21,30,33,42,46,59,62,66],verifi:44,versa:36,version:[9,10,17,25,27,32,36,37,39,44,46,47,48,49,52,53,57,59,63,65,66,67],versu:16,vertic:[9,60],vgg:[10,59],vgg_16_cifar:59,via:[18,31,36,43,46,47,52,62],vice:36,view:9,virtual:37,virtualenv:64,visibl:[24,33,37],vision:59,visipedia:59,visual:[9,37,46],viterbi:65,voc_dim:62,vocab:66,volum:[37,53],volumemount:[52,53],volumn:52,voluntarili:63,vutbr:13,wai:[3,8,9,10,16,22,24,35,37,42,44,47,51,64,65,67],wait:[11,18,22,43,49],walk:[5,58],wall:65,wangkuiyi:17,want:[3,9,10,16,25,31,33,35,36,37,43,44,49,51,57,60,62,64,65,66],war:63,warn:27,warp:[9,46],warpctc:9,warpctc_dir:9,watch:18,wbia:[52,60],web:37,websit:[59,62,65,66],wei:[65,66],weight:[8,9,10,11,42,44,49,51,59,60],weight_act:10,weightlist:44,weights_:44,weights_t:44,welcom:[17,64,66],well:[25,37,44,49,52,59,62],were:[8,17],west:52,western:63,wether:9,wget:36,what:[7,9,10,11,17,34,35,43,47,62,64],wheel:36,when:[2,3,7,8,9,13,15,17,18,21,22,25,27,30,39,42,43,44,46,49,51,52,53,57,58,59,65,66,67],whenev:64,where:[3,9,10,11,16,18,24,35,42,44,46,47,49,51,57,60,65,67],wherea:21,whether:[8,9,10,31,44,49,58,59,64,66,67],which:[0,2,3,5,7,8,9,10,11,13,16,17,18,20,21,22,24,25,30,31,33,34,35,39,42,43,44,46,47,49,51,52,58,59,60,62,63,64,65,66,67],whichev:58,whl:36,who:[57,60,63],whoever:22,whole:[3,8,13,28,29,34,52,53,62,63,64,67],whose:[3,9,13,18,24,34,42,64,65],why:[10,29],wide:[17,65],width:[8,9,13,28,31,44,59,67],wiki:[9,17],wikipedia:[9,13],wilder:3,window:[9,12,13,37,66],wise:9,with_avx:[37,43],with_avxcompil:36,with_bia:34,with_coveragecompil:36,with_doccompil:36,with_doubl:44,with_doublecompil:36,with_dsocompil:36,with_gpu:[37,43],with_gpucompil:36,with_profil:46,with_profilercompil:36,with_pythoncompil:36,with_rdmacompil:36,with_style_check:43,with_style_checkcompil:36,with_swig_pycompil:36,with_test:[37,43],with_testingcompil:36,with_tim:46,with_timercompil:36,within:[9,21,35],without:[8,9,18,22,31,47,66],wmt14:[42,67],wmt14_data:67,wmt14_model:67,wmt:67,wmt_shrinked_data:13,woboq:37,won:[46,60],wonder:3,word2vec:25,word:[3,8,9,13,34,42,51,61,64,65,66,67],word_dict:[62,65],word_dim:62,word_id:3,word_idx:13,word_slot:65,word_vector:62,word_vector_dim:[9,42,57],words_freq_sort:13,work:[3,5,13,16,17,18,31,36,42,43,44,46,47,49,52,53,62,64],worker:52,workercount:52,workflow:[37,43,52],workspac:[37,49,64],worri:35,wors:58,would:[15,17,18,24,30,31,37,47,52,58,62,65],wrap:65,wrapper:[10,17,46],writ:64,write:[3,13,16,18,24,31,37,43,45,47,52,59,64,65,67],write_lock:19,writelin:35,writer:[16,63],written:[64,66],wrong:[3,31],wsize:52,wsj:65,www:[9,13,59,67],x64:36,x_1:9,x_n:9,xarg:[8,44],xgbe0:49,xgbe1:49,xiaojun:66,xmap_read:13,xrang:[31,35,44],xxbow:66,xxx:[16,60,67],xxxx:19,xxxxxxxxx:52,xxxxxxxxxx:52,xxxxxxxxxxxxx:52,xxxxxxxxxxxxxxxxxxx:52,xzf:36,y_predict:35,yaml:[17,52,64],yancey1989:25,yann:13,yapf:43,year:63,yeild:[15,59],yield:[3,13,16,20,31,35,62,64,65,66],you:[2,3,5,7,9,10,25,33,35,36,37,39,42,43,44,46,47,49,51,52,57,58,59,60,62,64,65,66,67],your:[3,9,16,17,25,27,36,37,43,44,46,47,51,52,62,66],your_access_key_id:52,your_paddle_source_dir:9,your_secrete_access_kei:52,your_source_root:29,yourself:9,yum:36,yuyang18:[9,10,13],zachari:66,zeng:66,zero:[3,7,9,11,13,18,30,44,49,52,62],zhidao:57,zhou:[65,66],zip:[13,63],zone:52,zxvf:52},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","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","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 Parameters","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","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":28,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":28,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":28,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":28,"\u4ec5\u4ec5\u4f7f\u7528void":28,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":28,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":29,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":29,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":26,"\u5206\u652f\u89c4\u8303":32,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":28,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":28,"\u539f\u56e0\u5217\u8868":28,"\u53c2\u8003\u6587\u6863":26,"\u540d\u8bcd\u89e3\u91ca":26,"\u57fa\u672c\u8981\u6c42":28,"\u5b9e\u73b0":28,"\u5b9e\u73b0\u65b9\u5f0f":29,"\u5bfc\u51fac":28,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":28,"\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":26,"\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":29,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":26,"\u6846\u67b6\u751f\u6210":26,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":26,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":29,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":26,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":26,"\u76ee\u5f55\u7ed3\u6784":29,"\u76ee\u6807":26,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":28,"\u7c7b":28,"\u7f16\u8bd1\u9009\u9879":29,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":28,"\u80cc\u666f":28,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":26,"\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":28,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":32,"case":51,"class":[30,44],"filemanager\u8bbe\u8ba1\u6587\u6863":26,"function":[17,57],"new":44,"paddle\u52a8\u6001\u5e93\u4e2d":28,"paddle\u53d1\u884c\u89c4\u8303":32,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":32,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":28,"return":31,AWS:52,Abs:6,DNS:52,EFS:52,For:[17,53],KMS:52,The:[22,30],Use:[51,53],Using:[17,22,37,43],With:[25,37],about:0,access:52,account:52,activ:[6,9],adadelta:11,adagrad:11,adam:11,adamax:11,add:52,address:52,addto:9,adversari:58,aggreg:9,aggregatelevel:9,algorithm:[18,62],all:33,analysi:66,api:[1,4,29,34,37],appendix:62,applic:4,approach:46,architectur:[42,62],argument:[27,31,48,51,62],asset:52,associ:[33,52],async:49,attent:42,attribut:7,auc:8,avg:12,aws:52,background:35,base:25,basepool:12,batch:31,batch_norm:9,batch_siz:31,beam_search:9,between:[16,34],bidirect:66,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:67,block_expand:9,book:37,branch:43,brelu:6,bucket:52,build:[36,38,43,53],built:46,cach:3,can:33,capi:29,capi_priv:29,cento:36,check:[9,44,47],checkpoint:[18,19,24],chines:57,choos:[17,52],chunk:8,cifar:13,classif:[8,59],classification_error:8,classification_error_print:8,client:22,clone:43,cloudform:52,cluster:[23,47,51,52],cmake:17,code:[25,43],column_sum:8,command:[50,51,62,67],commit:[43,53],common:49,commun:49,compos:31,concat:9,concept:52,conclus:24,config:[4,51,64,65],configur:[14,42,45,47,52,62,64],conll05:13,connect:9,contain:[37,53],content:[29,46,52],context_project:9,contribut:43,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convert:24,convolut:[59,62],core:52,cos_sim:9,cost:9,cpu:[37,51],creat:[31,33,43,52,53],creation:21,creator:31,credenti:52,credit:0,crf:9,crf_decod:9,cross_channel_norm:9,cross_entropy_cost:9,cross_entropy_with_selfnorm_cost:9,ctc:9,ctc_error:8,cudnnavg:12,cudnnmax:12,custom:31,dat:63,data:[9,13,18,31,35,52,53,57,58,59,62,64,65,66,67],datafeed:13,dataprovid:[3,4,49],dataset:[13,18,21,63,64,67],datatyp:13,date:43,debian:39,decayedadagrad:11,decor:31,defin:[52,62,66,67],delet:[43,52],delv:59,demo:52,dens:24,depend:36,deploi:25,deriv:44,descript:[27,49,58,63,65],design:[16,18,21,22,23,24,30,31,33],destroi:[33,52],detail:[49,59],detect:[8,9],detection_map:8,detection_output:9,develop:[37,43,45],devic:51,dictionari:[31,57],differ:51,directori:52,dispatch:[18,21],distribut:[16,18,25,47,49,52],doc:[16,18,21,22,23,24,30,31],docker:[25,37,53],document:[37,56],dotmul_oper:9,dotmul_project:9,down:52,download:[36,52,53,57,60,64,67],dropout:9,dylib:29,dynam:18,ec2:52,elast:52,elect:24,embed:[9,57,62],entri:31,environ:25,eos:9,equat:44,evalu:[8,35,64],evalutaion:67,event:[15,16],exampl:[16,17,29,57,58],exercis:59,exp:6,expand:9,expandlevel:9,extern:52,extract:[57,60,64,67],fault:18,featur:[60,63,64,65],field:64,file:[52,53,62,63,64],find:52,first_seq:9,fork:43,form:34,format:[18,62],from:[16,24,34,36,38],full_matrix_project:9,fulli:9,gan:58,gate:42,gener:[42,58,67],get:[40,53],get_output:9,github:43,gpu:[37,46,49,51],gradient:[22,44],gradient_print:8,group:[9,52],gru:[10,49],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:39,hand:46,handler:[16,28],happen:24,high:34,hook:43,how:[31,45,46],hsigmoid:9,huber_cost:9,iam:52,ident:6,identity_project:9,imag:[9,10,25,37,53,59],imagenet:60,imdb:[13,66],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,31,44,58],infer:[15,62],info:60,ingredi:16,ingress:26,init_hook:3,initi:[22,51,52],input_typ:3,insid:33,inspect:52,instal:[36,38,39,52,62],instanc:52,integr:52,interact:34,interfac:[13,18,22,23,31,33,60],interpol:9,introduct:[2,57,60,66,67],isn:31,issu:43,job:[18,25,47,52,53],join:9,keep:43,kei:52,kill:47,kube:52,kubectl:52,kubernet:[25,52,53],label:65,lambda_cost:9,last_seq:9,launch:47,layer:[9,16,44,51],learnabl:9,leval:34,level:34,libpaddle_capi_shar:29,libpaddle_capi_whol:29,librari:22,line:[50,62],linear:[6,35],linear_comb:9,list:[19,31],local:[33,43,51,52],log:[6,62],logic:21,logist:62,low:34,lstm:[10,49,65,66],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,manag:17,map:31,master:[18,21,25],math:9,matrix:49,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,messag:34,meta:64,mini:31,minibatch:13,misc:9,mix:[9,51],mnist:[13,58],model:[3,4,14,16,22,24,35,37,41,42,47,51,57,58,59,60,61,62,67],modifi:53,momentum:11,movi:[63,64],movielen:[13,63,64],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multibox_loss:9,multipl:31,multiplex:9,name:[33,52],nce:9,need:[31,46],network:[10,42,51,58,59,60,62,64,65],neural:[42,59,62,64,65],neuralnetwork:35,nlp:[10,49],non:3,norm:9,nvprof:46,nvvp:46,object:[18,64],observ:[57,60],onli:[31,33,37],opproto:34,optim:[11,18,22,45,62],option:[27,36,57],order:27,origin:43,orthogon:33,outlin:48,output:[9,47,52],overview:[24,33,62],packag:[17,39],pad:9,paddl:[31,32,33,53],paddlejob:25,paddlepaddl:[16,37,38,52,56,57,67],pair:52,parallel_nn:51,paramet:[7,9,15,16,18,22,23,25,30,49,50,52,57,60],paraphras:57,parent:33,partit:22,pass:51,path:[24,27],perform:[46,49],persist:21,pfsclient:[26,27],pfsserver:26,pnpair:8,point:52,pool:[9,12],power:9,pre:43,precision_recal:8,predict:[5,59,60,64,65,66],prefetch:31,prelu:9,prepar:[35,47,52,57,58,59,64,66,67],preprocess:[57,59,62,64,67],prerequisit:47,pretrain:[57,67],print:8,privat:52,problem:35,process:[18,22,25],profil:46,project:17,provid:[3,31,62,64,65],pserver:24,pull:43,push:43,pydataprovider2:3,python:[5,25,31,34,37,44,60,62,64],queue:[18,21],quick:62,randomnumb:49,rank:8,rank_cost:9,rat:64,rate:63,reader:[13,16,31],recoveri:18,recurr:[9,10,42,62],recurrent_group:9,refer:[3,46,65,66],region:52,regist:34,regress:[35,62,64],regular:22,relu:6,remot:23,render:52,repeat:9,request:43,requir:[17,36,43],reshap:9,resnet:60,result:[47,53,67],retri:21,revis:57,rmsprop:11,rnn:[41,42,49],role:65,rotat:9,route53:52,row_conv:9,run:[47,53,65],runtim:25,sampl:9,sampling_id:9,save:24,scale:[9,18],scaling_project:9,scope:33,script:53,secur:52,select:22,selective_fc:9,semant:65,sentiment:[13,66],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:42,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,25,49,52],servic:52,set:50,setup:[36,52],sgd:49,share:[16,33],should:33,shuffl:31,sigmoid:6,simpl:[35,42],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:31,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[36,38],span:36,spars:[22,23,24,51],specifi:[51,57],split:64,spp:9,squar:6,squarerootn:12,stack:66,standard:62,stanh:6,start:[16,40,43,52,53,62],startup:53,store:18,structur:58,subcommond:27,submit:25,suffici:31,suitabl:17,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:62,synopsi:27,system:52,tabl:29,table_project:9,take:31,tanh:6,task:[18,21],tear:52,templat:52,tensor:9,test:[43,44,49,51,64,65,66],text:67,text_conv_pool:10,thi:33,timelin:24,timer:46,tip:46,todo:[19,20],togeth:33,toi:58,toler:18,tool:[17,46],train:[15,16,18,23,25,31,35,37,47,49,51,52,53,57,58,59,62,64,65,66,67],trainer:[15,18,22,24,25,52,64],tran:9,trans_full_matrix_project:9,transfer:62,tune:[46,49],tutori:[57,59,61,65,66,67],ubuntu:36,uci_h:13,unit:[44,49],updat:[16,23,24,52],usag:[31,37,45],use:31,user:[18,57,63,64,66,67],util:8,value_print:8,variabl:33,vector:49,verifi:52,vgg_16_network:10,visual:60,volum:52,vpc:52,warp_ctc:9,what:[24,46],when:[24,33],why:[31,46],wmt14:13,word:[57,62],work:37,workflow:67,workspac:47,wrapper:44,write:[44,62],yaml:53,zoo:[60,61]}})