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