searchindex.js

Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/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/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","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/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","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":58,"00186201e":5,"00m":42,"02595v1":9,"03m":42,"0424m":42,"0473v3":10,"055ee37d":48,"05d":55,"0630u":42,"06u":42,"0810u":42,"08823112e":5,"0957m":42,"0ab":9,"0rc1":30,"0rc2":[30,33],"0th":63,"10007_10":62,"10014_7":62,"100gb":42,"100gi":48,"10g":23,"10m":42,"1150u":42,"11\u5b9e\u73b0\u4e86c":27,"11e6":49,"12194102e":5,"124n":42,"13m":49,"1490u":42,"15501715e":5,"1550u":42,"15mb":58,"1636k":63,"16mb":58,"16u":42,"173m":56,"173n":42,"1770u":42,"18ad":48,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":49,"197u":42,"1gb":42,"1st":[53,56,62,63],"202mb":63,"210u":42,"211839e770f7b538e2d8":10,"215n":42,"228u":42,"234m":56,"2520u":42,"252kb":58,"25639710e":5,"25k":58,"2680u":42,"27787406e":5,"279n":42,"27m":42,"285m":42,"2863m":42,"28m":42,"28x28":3,"2977m":42,"2cbf7385":48,"2nd":[9,62,63],"302n":42,"30u":42,"32777140e":5,"328n":42,"32u":42,"32x32":[13,55],"331n":42,"3320u":42,"36540484e":5,"365e":48,"36u":42,"3710m":42,"3768m":42,"387u":42,"38u":42,"3920u":42,"39u":42,"3rd":[60,62,63],"4035m":42,"4090u":42,"4096mb":45,"4279m":42,"43630644e":5,"43u":42,"448a5b355b84":49,"4560u":42,"4563m":42,"45u":42,"4650u":42,"4726m":42,"473m":49,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":45,"50bd":48,"50gi":48,"51111044e":5,"514u":42,"525n":42,"526u":42,"53018653e":5,"536u":42,"5460u":42,"5470u":42,"54u":42,"55g":63,"5690m":42,"573u":42,"578n":42,"5798m":42,"586u":42,"58s":49,"5969m":42,"6080u":42,"6082v4":9,"6140u":42,"6305m":42,"639u":42,"655u":42,"6780u":42,"6810u":42,"682u":42,"6970u":42,"6ce9":48,"6node":43,"6th":63,"704u":42,"70634608e":5,"7090u":42,"72296313e":5,"72u":42,"73u":42,"75u":42,"760u":42,"767u":42,"783n":42,"784u":42,"78m":42,"7eamaa":13,"7kb":49,"8250u":42,"8300u":42,"830n":42,"849m":42,"85625684e":5,"861u":42,"864k":63,"8661m":42,"892m":42,"901n":42,"90u":42,"918u":42,"9247m":42,"924n":42,"9261m":42,"93137714e":5,"9330m":42,"94u":42,"9530m":42,"96644767e":5,"983m":42,"988u":42,"997u":42,"99982715e":5,"99m":56,"99u":42,"9f18":49,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":24,"\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":24,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":24,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":30,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":24,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":24,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":24,"\u4e0b\u8f7d\u5230\u672c\u5730":24,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":27,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":24,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":26,"\u4e0d\u4f7f\u7528c":26,"\u4e0d\u4f7f\u7528swig":26,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":26,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":26,"\u4e0d\u5728":27,"\u4e0d\u5bb9\u6613\u51fa\u9519":24,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":26,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":26,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":26,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":24,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":30,"\u4e0e\u53ef\u80fd\u6709\u7684":30,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":26,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":27,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":26,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":26,"\u4e2a\u6027\u5316\u63a8\u8350":30,"\u4e2d":[26,27],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":26,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":27,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":24,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":27,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":24,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":27,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":26,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":27,"\u4e5f\u4e0d\u751f\u6210":27,"\u4e66\u5199":26,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":26,"\u4ece":30,"\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":27,"\u4ed6\u662f\u5c06":27,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":26,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":26,"\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":24,"\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":26,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":26,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":27,"\u4f46\u4e0d\u66b4\u9732":27,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":30,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":30,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":27,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":26,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":26,"\u4f7f\u7528":[27,30],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":26,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":27,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":27,"\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":26,"\u4f7f\u7528c":27,"\u4f7f\u7528c99\u505a\u63a5\u53e3":26,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":26,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":26,"\u4f7f\u7528regress":30,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":26,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":26,"\u4f7f\u7528void":26,"\u4f8b\u5982":[20,26,27,30],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":26,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":26,"\u4f8b\u5982\u5bf9\u4e8epython":26,"\u4f8b\u5982c":26,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":26,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":26,"\u4f8b\u5982python\u7684":26,"\u4f9d\u6b21\u7c7b\u63a8":30,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":26,"\u4fee\u590d\u6240\u6709bug\u540e":30,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":30,"\u4fee\u590dubuntu":30,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":30,"\u505a\u63a5\u53e3":26,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":27,"\u5176\u4e2d":[26,30],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":27,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":30,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":27,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":27,"\u5177\u4f53\u8bf7\u53c2\u8003":27,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":26,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":26,"\u518d\u57fa\u4e8e":30,"\u5199\u4ee3\u7801":26,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":27,"\u51fd\u6570\u547d\u540d":26,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":30,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":30,"\u5206\u652f\u4e2d":30,"\u5206\u652f\u4e3a\u5f00\u53d1":30,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":30,"\u5206\u652f\u4e3a\u7a33\u5b9a":30,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":30,"\u5206\u652f\u5408\u5165":30,"\u5206\u652f\u5408\u5165master\u5206\u652f":30,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":30,"\u5206\u652f\u540d\u4e3a":30,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":30,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":30,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":30,"\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":27,"\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":24,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":30,"\u52a8\u6001\u5e93":26,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":27,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":30,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":27,"\u5373\u4f7f\u7528":27,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5373\u4f7fc":27,"\u5373\u4f8b\u5982":27,"\u5373\u4fbfpaddl":27,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":27,"\u5373\u66b4\u9732":27,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":26,"\u53c2\u6570":26,"\u53c2\u8003":[24,26],"\u53cc\u5411\u9a8c\u8bc1":24,"\u53d1\u5e03\u5230dockerhub":30,"\u53d1\u5e03\u5230github":30,"\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":27,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":26,"\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":26,"\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":24,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":30,"\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":30,"\u540c\u65f6\u63d0\u8d77":30,"\u540d\u5b57\u4fee\u9970":26,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":30,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":26,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,26,27,30],"\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":26,"\u56fe\u50cf\u5206\u7c7b":30,"\u5728":[27,30],"\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":27,"\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":27,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":24,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":27,"\u5728\u7528\u6237\u4f7f\u7528c":27,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":30,"\u5728\u8fd9\u4e2a":30,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":30,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":27,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":27,"\u5728c":26,"\u5728c\u7684\u5934\u6587\u4ef6":26,"\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":27,"\u5747\u662f\u5728":27,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":24,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":26,"\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":26,"\u5982\u679c\u5931\u8d25":30,"\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":30,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":27,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":27,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":27,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":26,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":26,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":26,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":27,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":24,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":26,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":26,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":26,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":26,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":26,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":27,"\u5bf9\u4e8e\u6bcf\u79cdc":27,"\u5bf9\u6bd4":26,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":27,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":30,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":27,"\u5c06":30,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":26,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":30,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":30,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":26,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":27,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":26,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":24,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":24,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":26,"\u5e76\u5220\u9664":30,"\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":27,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":26,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":30,"\u5efa\u8bae":30,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":27,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":30,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":30,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":30,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":30,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":27,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":24,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":26,"\u5f97\u4f7f\u7528":26,"\u5fc5\u8981":27,"\u60c5\u611f\u5206\u6790":30,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":27,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":26,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":24,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":24,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[26,27],"\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":24,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":27,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":27,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":27,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":26,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":27,"\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":[26,27],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":27,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":24,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":24,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":24,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":24,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":24,"\u6570\u636e":24,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":26,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":24,"\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":26,"\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":24,"\u6587\u4ef6\u5185\u5bb9\u4e3a":26,"\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":24,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":30,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":30,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":24,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":26,"\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":24,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":26,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":27,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":26,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":27,"\u662f\u56e0\u4e3ac99\u652f\u6301":26,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":24,"\u662f\u6307":27,"\u662f\u7528\u6237\u4f7f\u7528c":27,"\u662fc":27,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":27,"\u6700\u540e\u5220\u9664":30,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":26,"\u6709\u6807\u51c6\u7684":26,"\u6709\u7684\u65f6\u5019":26,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":30,"\u672c\u6587\u6863\u63cf\u8ff0paddl":27,"\u673a\u5668\u7ffb\u8bd1":30,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":26,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":26,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":27,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":30,"\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":26,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":30,"\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":30,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":24,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":24,"\u7248\u672c\u5206\u652f":30,"\u7248\u672c\u53f7":30,"\u7248\u672c\u53f7rc":30,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":30,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":26,"\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":26,"\u751f\u6210\u6587\u6863":26,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":26,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":24,"\u7528":24,"\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":27,"\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":27,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":24,"\u7528\u6237\u901a\u8fc7c":27,"\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":26,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":24,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":24,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":26,"\u7684\u5934\u6587\u4ef6":26,"\u7684\u63a5\u53e3\u6837\u5f0f":26,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":26,"\u7684\u7f29\u5199":24,"\u7684\u89c4\u8303":26,"\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":26,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":24,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":26,"\u76ee\u5f55\u4e0b":27,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":26,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":27,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":26,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":26,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":26,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":30,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":30,"\u7b2c\u4e8c\u4e2a\u4e3a":30,"\u7b49":27,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":27,"\u7b49\u6587\u4ef6":27,"\u7c7b\u4f3c":27,"\u7c7b\u540d\u548cc":26,"\u7c7b\u578b":26,"\u7ea2\u697c\u68a6":53,"\u7ed3\u8bba":26,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":26,"\u7f16\u8bd1\u578b\u8bed\u8a00":26,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":30,"\u7f16\u8bd1c":27,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":30,"\u7f16\u8bd1ubuntu\u7684deb\u5305":30,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":27,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":26,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":27,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":24,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":26,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":26,"\u800c\u5bf9\u4e8egolang":26,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":26,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":27,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":26,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":27,"\u826f\u597d\u7684\u6587\u6863":26,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":27,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":26,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":26,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":27,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":30,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":30,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":30,"\u8bbe\u7f6e":27,"\u8bc6\u522b\u6570\u5b57":30,"\u8bcd\u5411\u91cf":30,"\u8be6\u7ec6\u8bbe\u8ba1":24,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":30,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":27,"\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":30,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":27,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":27,"\u8fd9\u4e09\u4e2a\u5206\u652f":30,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":27,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":27,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":27,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":26,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":26,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":27,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":27,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":27,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":27,"\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":26,"\u8fd9\u662f\u56e0\u4e3a":26,"\u8fd9\u6837":27,"\u8fd9\u6837\u4fdd\u8bc1":30,"\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":24,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":26,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":30,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":24,"\u901a\u5e38":27,"\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":27,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":24,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":30,"\u90a3\u4e48":27,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":26,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":24,"\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":26,"\u91cd\u547d\u540d\u6210":26,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":26,"\u9519\u8bef\u5904\u7406":26,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":26,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":26,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":27,"\u9700\u8981":20,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":24,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":27,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":30,"\u9700\u8981\u5f15\u7528":27,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":26,"\u9700\u8981\u6ce8\u610f\u7684\u662f":30,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":27,"\u9ed8\u8ba4256k":24,"\ufb01xed":63,"abstract":[40,45],"api\u4e2d\u4f7f\u7528":26,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":27,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":27,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":27,"api\u63a5\u53e3":24,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":27,"api\u65f6":27,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":27,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":27,"api\u66b4\u9732\u7684\u7c7b\u578b":27,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":27,"api\u7684\u5b9e\u4f8b":27,"api\u7684\u5b9e\u73b0\u7ec6\u8282":27,"api\u7684\u63a5\u53e3":27,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":27,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":27,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":27,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":27,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":30,"boolean":[9,25,26],"break":58,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":30,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":30,"byte":24,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":26,"c\u6709\u6807\u51c6\u7684abi":26,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":26,"case":[9,27,29,31,38,39,40,42,46,48,54,58],"char":[22,60],"class":[5,6,7,8,9,10,11,12,13,15,16,26,44,55,62],"const":[22,28,40],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":27,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":27,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":27,"core\u6982\u5ff5":27,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":30,"deb\u5305\u7f16\u8bd1\u95ee\u9898":30,"default":[3,7,8,9,10,12,13,15,16,17,33,43,45,47,48,49,58,60,62,63],"enum":22,"export":[32,55],"final":[10,31,32,40,60,62],"float":[3,7,8,9,11,13,31,40,42,47,53,56,60],"function":[3,5,9,10,11,13,16,18,21,22,23,28,29,31,38,40,42,43,45,54,55,58,61,62,63],"golang\u53ef\u4ee5\u4f7f\u7528":26,"golang\u7684":26,"h\u5e76\u4e0d\u56f0\u96be":26,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[3,5,8,9,16,31,38,42,48,53,54,55,56,58,60,62,63],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":24,"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":[3,7,8,9,10,13,21,22,23,26,27,29,40,47,58,60,61],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":26,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":30,"long":[2,9,10,13,33,42,61,62],"model\u505a\u5206\u652f\u7ba1\u7406":30,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[3,9,13,17,18,21,22,29,39,41,48,49,54,58,61,62],"note\u7684\u4e66\u5199":30,"null":[9,40,45,60],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":26,"paddle\u4f7f\u7528git":30,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":26,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":26,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":30,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":30,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":30,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":30,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":26,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":27,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":26,"paddle\u7684c":27,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":27,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":26,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":27,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":26,"paddle_\u7c7b\u578b\u540d":27,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":27,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":30,"patch\u53f7\u52a0\u4e00":30,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":24,"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":24,"pfsserver\u63d0\u4f9brest":24,"public":[13,40,43,48,49,62],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":30,"return":[3,8,9,10,12,13,15,16,20,22,23,31,38,40,48,54,56,58,59,60,63],"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":[9,10,31,60,61,62],"static":[22,27,48],"super":40,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":26,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":26,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":26,"swig\u76f4\u63a5\u8bfb\u53d6c":26,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":26,"switch":[27,48,62],"tag\u4e3a":30,"throw":48,"true":[3,7,8,9,10,12,13,15,16,29,31,38,40,45,47,48,56,60,61,62,63],"try":[11,17,18,21,22,29,42,54,60],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":27,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":30,"void":[22,26,27,40],"while":[2,3,7,13,28,29,33,38,45,54,58,62,63],AGE:[48,49],AND:60,ARE:60,AWS:[20,41,50,51],Age:59,And:[3,8,9,11,13,23,29,35,39,47,48,49,53,56,60,62,63],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,21,22,23,28,29,31,32,33,38,40,42,43,44,45,47,53,55,56,58,62,63],Going:62,Has:3,IDs:[13,58],Ids:58,Into:48,Its:[3,38,48,60],Not:[16,18,43],ONE:3,One:[8,10,15,38,40,45,54,58,62,63],PFS:24,QoS:49,THE:3,TLS:[16,24,48],That:[9,13,29,33,45,47],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,18,21,23,25,27,29,31,32,33,34,35,38,39,40,42,43,45,47,48,49,53,54,55,56,58,59,60,61,62,63],Their:[3,9,18],Then:[5,9,32,33,38,39,40,42,48,49,53,55,60,61,62],There:[8,9,13,15,16,18,22,23,25,28,31,33,35,42,48,54,55,56,57,58,60,63],These:[8,43,47,55,61],USE:60,USING:60,Use:[3,8,16,25,29,33,40,42,45,46,48,60],Used:10,Useful:3,Using:[18,49,62],VPS:48,WITH:39,Will:[13,15],With:[3,9,10,31,54,61],YES:23,Yes:33,___fc_layer_0__:48,__file__:23,__init__:40,__list_to_map__:60,__main__:56,__meta__:60,__name__:56,__rnn_step__:38,_binari:17,_error:54,_librari:17,_link:10,_proj:9,_res2_1_branch1_bn:56,_source_language_embed:[38,53],_target_language_embed:[38,53],_test:17,aaaaa:20,aaaaaaaaaaaaa:48,abc:9,abl:[9,16,54,62],about:[5,9,10,23,25,31,42,44,45,48,52,61,62,63],abov:[3,5,8,9,16,17,18,21,31,33,42,48,49,54,56,58,61],abs:[10,54],absolut:[2,43],academ:59,acceler:[19,47],accept:[3,5,13,16,29,58,61],acceptor:61,access:[2,9,10,16,21,23,38,63],accessmod:48,accident:59,accomplish:33,accord:[2,3,8,9,22,38,39,43,44,45,47],accordingli:[5,8,9,40],accordingto:61,accrod:10,accumul:[18,22],accuraci:[8,40,58,59,62],achiev:[42,55],ack:45,acl:62,aclimdb:62,across:9,act:[9,10,31,38,58],act_typ:58,action:[48,59],activ:[0,5,9,10,14,31,32,40,45,58,62],activi:10,actual:[3,9,31],adadelta:58,adagrad:58,adam:[16,22,58,62,63],adamax:58,adamoptim:[53,58,62,63],adapt:[8,11,31,62,63],add:[3,9,10,13,17,31,32,39,40,42,47,58,60],add_depend:17,add_execut:17,add_input:40,add_test:[17,40],add_to:9,add_unittest_without_exec:40,addbia:40,added:[3,8,40],adding:56,addit:[9,10,33,58],address:[18,33,42,45],addrow:40,addtion:43,addtolay:9,adject:62,adjust:31,admin:59,adopt:61,advanc:[38,42,45],advantag:62,adventur:59,adverb:62,adversari:29,advic:42,affect:9,afford:21,afi:3,aforement:[17,43],after:[9,13,21,22,25,28,32,35,38,40,43,45,47,48,49,54,55,56,58,60,61,62,63],again:[16,18,42],against:48,age:[13,60],agg_level:9,aggreg:48,ago:17,aid:42,aim:[62,63],aircraft:63,airplan:55,aistat:9,alex:[9,62],alexnet_pass1:47,alexnet_pass2:47,algorithm:[9,11,21,31,38,53,55,62,63],alia:[6,7],align:[9,10,13,63],all:[0,3,7,8,9,11,16,18,22,23,25,27,31,33,38,39,40,42,43,44,45,47,48,49,53,54,56,58,59,60,61,62,63],alloc:[7,23,40,47],allow:[16,22,33,39,40,42,45,48,58],allow_only_one_model_on_one_gpu:[44,45,47],almost:[10,31,43,53],along:62,alreadi:[18,33,42,43,45,48,49,62],alreali:[44,63],also:[2,3,9,10,13,16,17,28,29,32,33,38,40,42,43,49,54,55,56,58,61,62],although:31,alwai:[5,9,10,15,29,31,45,48,63],amaz:55,amazon:[48,49,58,62],amazonaw:48,amazonec2fullaccess:48,amazonelasticfilesystemfullaccess:48,amazonroute53domainsfullaccess:48,amazonroute53fullaccess:48,amazons3fullaccess:48,amazonvpcfullaccess:48,ambigu:[29,61],amd64:48,amend:39,american:55,among:[48,62],amount:[42,62],analysi:[31,42,57,61],analyz:[58,62],andd:48,ani:[2,3,9,10,13,16,17,18,22,23,29,38,39,42,48,58,60,63],anim:59,annot:61,annual:61,anoth:[3,9,16,23,33,45,48,61,62],ans:48,answer:[31,48,61],anyth:[13,29,39,48,61],api:[13,15,16,17,22,23,24,28,30,32,40,42,48,52,54,58,60,62],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:60,api_trainer_config_helpers_lay:38,api_trainer_config_helpers_layers_context_project:60,api_trainer_config_helpers_layers_cos_sim:60,api_trainer_config_helpers_layers_data_lay:60,api_trainer_config_helpers_layers_embedding_lay:60,api_trainer_config_helpers_layers_fc_lay:60,api_trainer_config_helpers_layers_pooling_lay:60,apiserv:48,apivers:[48,49],apo:63,appar:63,appear:61,append:[3,15,29,38,40,43,60],append_gradient_machin:15,appleclang:32,appleyard:42,appli:[0,9,10,38,40,55,58],applic:[33,42,48,49,62],appreci:[39,62],approach:[9,28],apt:[32,35,55],arbitrari:9,architectur:[53,61,62,63],architecur:62,archiv:[13,26,27],arg:[3,8,9,10,13,31,44,54,55,56,58,60,61,62],arg_nam:9,argu:61,argument:[3,5,9,13,21,28,38,40,45,46,53,54,55,56,60,61,62,63],argv:56,arn:48,around:[3,9,48],arrai:[5,9,13,15,22,29,31,56],art:[31,61],articl:[43,49],artifact:48,artifici:54,artist:59,arxiv:[9,10,54,62],ask:18,aspect:62,assign:[8,9,21,45,48],associ:[28,61,62,63],assum:[8,9,38,47,53],assur:2,astyp:[29,54],asyc:18,async:[18,44],async_count:45,async_lagged_grad_discard_ratio:45,async_lagged_ratio_default:[44,45],async_lagged_ratio_min:[44,45],asynchron:[18,45],atla:32,atlas_root:32,attenion:10,attent:[9,10,33,63],attitud:62,attr1:9,attr2:9,attr:[7,9,10],attribut:[3,9,10,14,40,53,61],auc:44,auc_evalu:8,aucvalidationlay:45,authent:48,author:[24,48,56],authorized_kei:43,autmot:39,auto:[26,40,42,57,60],autom:[48,63],automak:32,automat:[9,16,22,32,38,40,43,44,45,48,60,61,63],automaticli:9,automobil:55,avail:[18,22,32,48],availabel:32,averag:[8,9,12,21,45,56,58,60,61,62,63],average_test_period:[44,45,61],average_window:62,averagepool:9,avg:[42,58],avgcost:[58,60,62,63],avgpool:[9,58],avoid:[18,28,42],avx:[32,33,35],await:49,awar:[16,18,33,48],aws:24,aws_account_id:48,awsaccountid:48,awskeymanagementservicepowerus:48,b2t:53,b363:49,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:49,ba5f:48,back:[3,18,33],backward:[6,9,10,22,28,38,40,45,47],backward_first:38,backwardactiv:40,bag:[58,62],baidu:[0,9,31,35,39,49,53],baik:53,balanc:[45,48,54],balasubramanyan:62,bank:61,bardward:10,bare:49,barrier:45,barrierstatset:42,base:[9,10,12,13,16,21,31,35,38,39,40,42,43,45,48,53,54,58,60,62,63],baseactiv:9,baseev:15,basematrix:40,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,60],bash:[33,48,49],bashrc:32,basic:[3,9,15,33,39,40,58,59,62],batch:[3,9,10,11,13,15,16,18,20,40,43,45,48,49,54,55,56,58,60,61,62,63],batch_0:56,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[20,29],batch_siz:[3,13,31,43,53,54,55,58,60,62,63],batchsiz:[9,40],bazel:17,bbbbb:20,bcd:9,bcebo:13,beam:[9,38,45,61,63],beam_gen:[9,38],beam_search:[15,38],beam_siz:[9,38,44,45,47],beamsiz:63,becaus:[5,8,9,13,16,17,18,22,28,29,38,39,40,47,48,55,58,61],becom:[39,42],been:[3,21,32,39,55,58,61,62,63],befor:[5,9,10,18,25,28,29,33,39,43,48,55,60,62,63],begin:[5,8,9,22,25,40],beginiter:[15,16],beginn:38,beginpass:[15,16],begintrain:16,behavior:42,being:[18,29,54],belong:[9,63],below:[3,9,13,18,22,28,29,38,40,42,43,48,54,55,58,60],benefit:[10,23],bengio:9,bertolami:62,besid:[2,9,13,63],best:[9,32,33,45,58,60,62,63],best_model_path:61,besteffort:49,beta1:11,beta2:11,beta:56,better:[9,10,17,31,43,48,54,60],between:[8,9,11,17,18,22,27,28,31,39,48,54,58,59,62,63],bgr:56,bi_gru:10,bi_lstm:10,bia:[9,10,11,38,40,56],bias:[9,40],bias_attr:[9,10,31,38],bias_param_attr:10,biases_:40,biasparameter_:40,biassiz:40,bidi:49,bidirect:[10,38,61,63],bidirectional_lstm_net:62,big:42,bigger:18,biggest:62,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:42,bin:[32,33,43,48,49,60],binari:[3,8,9,13,17,23,42,48,53,58,62],bird:55,bison:32,bit:58,bitext:63,bla:32,blank:[9,48],block:[9,19,21,22,31,40,42,45,56,62],block_i:9,block_x:9,blog:62,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:62,book:13,bool:[3,7,8,9,10,12,13,40,45,47,58,60,62],boot:[9,38],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,38],boot_with_const_id:9,bootstrap:32,bos_id:[9,38],both:[0,6,7,9,10,16,17,18,33,38,40,42,48,54,56,58],bottleneck:[42,56],bottom:62,boundri:8,bow:[58,62],box:42,branch:[9,16,30,39],breadth:[45,63],brendan:62,brew:32,brief:22,briefli:42,broadcast:18,brows:33,browser:[33,48],bryan:62,bucket_nam:48,buf_siz:13,buffer:[3,13,22,29,45],buffered_read:29,bug:48,bui:62,build:[0,13,17,23,31,33,36,45,48,50,51,53,55,56,58,60,62,63],build_dict:13,built:[0,17,32,33,54,61],bunch:[42,58],bunk:62,button:[39,48],c11:26,c99:27,c99e:48,cach:[58,60,61],cache_pass_in_mem:[3,58,60,61],cachetyp:[3,58,60,61],calc_batch_s:[3,61],calcul:[3,8,9,10,11,18,22,38,40,42,45,47,54,60],call:[3,8,9,10,16,21,22,23,31,33,38,40,42,45,48,55,56,58,62,63],callabl:[3,9,13],callback:40,caller:48,caltech:55,can:[2,3,5,7,8,9,10,13,16,18,21,23,28,29,31,32,33,35,38,39,40,42,43,44,45,47,48,49,53,54,55,56,58,60,61,62,63],can_over_batch_s:[3,61],candid:9,cannot:40,caoi:63,capabl:[32,62],capac:48,capi:26,capi_prvi:27,caption:[31,63],captur:[31,43],card:43,care:[10,23,29,44,45,59],carefulli:[43,45,56],cat:[33,55,56,62],categor:61,categori:[9,13,18,58,62],categorig:13,categoryfil:49,caus:[18,25],caution:[48,49],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:63,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,62],center:3,ceph:[20,49],cephf:[20,23,24],certain:[2,44,61],certif:[16,24,48],cffi:26,cfg:49,cgo:26,chain:[13,40],challeng:18,chanc:[16,40,58],chang:[9,13,17,21,23,28,29,31,33,38,39,40,42,45,48,58,62],channel:[9,42,43,56],channl:[43,56],char_bas:60,charact:[58,60],character:31,characterist:[47,55],check:[3,13,31,32,33,39,45,47,48,59],check_align:13,check_eq:40,check_fail_continu:3,check_l:40,check_sparse_distribution_batch:[44,45],check_sparse_distribution_in_pserv:[44,45],check_sparse_distribution_ratio:[44,45],check_sparse_distribution_unbalance_degre:[44,45],checkgrad:45,checkgrad_ep:45,checkout:39,checksum:24,children:59,china:33,chines:57,chmod:[32,48],choic:[33,59],choos:[45,58,60],chosen:[2,59,63],chunk:[21,24,54,61],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[54,55],cifar_vgg_model:55,claim:48,claimnam:48,clang:[26,32,33,39],clarifi:8,class1:62,class2:62,class_dim:62,classfic:[56,62],classfiic:55,classic:[9,31],classif:[3,5,9,47,56,57,58,62,63],classifc:62,classifi:[54,55,56,58,62],classification_cost:[55,58],classification_error_evalu:[8,54,58,62,63],classification_error_printer_evalu:8,claster:48,clean:[5,17,28,60],clear:[8,17,28],clearer:28,cleric:59,cli:48,click:[39,42,48],client:39,clip:[7,45,58,62],clock:9,clone:[32,33],close:[3,29],closer:31,cloud:[18,23,24,25],cls:58,cludform:48,cluster:[16,18,22,44,45,49,58,63],cluster_train:43,cm469:48,cmake3:32,cmake:[27,32,40,42],cmakelist:[17,40],cmatrix:[26,27],cmd:49,cna:9,cname:48,cnn:[9,49,56,58],code:[0,3,5,13,16,17,28,29,31,32,33,34,38,40,41,42,43,48,49,54,58,59],coeff:9,coeffici:9,collabor:18,collect:[9,13,15,31,59],collectbia:40,colleg:59,color:[55,56],colour:13,column:[8,9,29,40,53,63],column_sum_evalu:8,colunm:63,com:[9,10,13,32,33,35,39,48,49,56],combin:[8,9,10,13,15,54,60,62],come:62,comedi:59,comma:[45,53],command:[2,5,17,23,25,31,32,33,35,39,40,41,42,43,48,49,50,51,53,54,55,56,60,61,62],commandlin:[42,62],commenc:58,comment:[10,17,39,58,62],commnun:43,common:[20,38,40,44],common_util:[43,60],commonli:[25,38,42,47],commun:[0,18,22,40,43,48],compani:62,compar:[40,54,58],compat:3,compet:62,competit:54,compil:[17,32,33,39,40],complet:[0,5,9,10,13,15,18,21,22,24,40,48,49,58],complex:[2,3,10,29,38,42,58],complic:9,compon:40,compos:[13,16,54,61],composenotalign:13,compress:21,comput:[9,10,16,18,31,32,33,38,40,42,47,48,58,60,61,62],computation:38,conat:9,concat:63,concat_lay:38,concaten:10,concept:[3,8,16,28,33,38],concern:16,concurr:18,concurrentremoteparameterupdat:45,condit:[9,21,38,43,49,63],conduct:42,conf:[5,9,43,53,54,56,63],conf_paddle_gradient_num:48,conf_paddle_n:48,conf_paddle_port:48,conf_paddle_ports_num:48,conf_paddle_ports_num_spars:48,confid:62,config:[3,7,9,10,20,25,31,40,43,44,45,48,49,53,54,55,56,58,62,63],config_:45,config_arg:[44,45,47,56,58,61,62],config_bas:[8,9,10,15],config_fil:61,config_gener:[43,60],config_lay:40,config_pars:[5,40],config_proto:22,configur:[1,2,3,5,9,22,23,31,39,40,42,45,53,55,56,62,63],confirm:25,conflict:39,confront:63,congest:45,conll05st:61,conll:[13,61],connect:[2,10,23,31,40,48,49,54,55,56,58,60,62],connectionist:[9,62],connor:62,consequ:[9,10],consid:[8,9,11,32,33,42,47,55],consider:[3,10],consist:[8,9,13,21,29,55,56,58,61,63],consol:[42,48],constant:40,construct:[3,5,8,16,38,60],construct_featur:60,constructor:40,consum:[18,62],contact:18,contain:[3,8,9,10,12,13,15,16,21,28,34,35,38,39,43,48,55,56,58,59,62,63],containerport:48,contemporan:62,content:[22,25,49,61,62],content_len:22,context:[9,10,13,38,53,58,60,61,62,63],context_attr:10,context_len:[9,10,58,60],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,60],context_start:[9,10,58],contibut:39,contin:48,continu:[3,8,18,35,45],contrast:[9,63],contribut:[0,34,41,62],contributor:0,control:[7,33,45,48,49,63],conv:10,conv_act:10,conv_attr:10,conv_batchnorm_drop_r:10,conv_bias_attr:10,conv_filter_s:10,conv_num_filt:10,conv_op:9,conv_pad:10,conv_param_attr:10,conv_strid:10,conv_with_batchnorm:10,conveni:[16,43],convent:22,converg:[43,54,62],convert:[3,5,13,20,29,38,53,55,56,58,60],convlay:9,convolut:[9,10,54,56,60],convoper:9,convtran:9,convtranslay:9,cool:[3,39],coordin:18,copi:[15,16,21,25,33,48,54,60],copy_shared_paramet:54,copytonumpymat:54,core:[3,7,27,28,45,63],coreo:48,corespond:61,corpora:63,corpu:[13,61],correct:[3,9,40,48],correctli:[8,13,40,54],correl:[31,55,62],correspoind:16,correspond:[3,5,16,31,38,40,55,59,61,62,63],corss_entropi:16,cos:9,cos_sim:60,cosin:[9,60],cost:[5,11,15,16,31,45,54,58,60,62,63],cost_id:9,could:[3,5,9,13,15,16,21,28,29,33,42,43,48,58,60],count:[18,23,29,42,45,47,49,53,60,61,62,63],counter:[18,21],coupl:31,cours:[8,23],coverag:32,coveral:32,coveralls_uploadpackag:32,cpickl:[56,60],cpp:[26,27,28,39,40,42,58,60,63],cpu:[2,3,7,9,23,28,30,32,35,42,45,49,54,61,62,63],cpuinfo:33,cpusparsematrix:27,craftsman:59,crash:[18,42,43,45],crazi:43,creat:[5,7,9,13,15,16,18,24,25,28,31,32,33,40,43,45,53,54,55,63],create_bias_paramet:40,create_input_paramet:40,createargu:54,createfromconfigproto:[5,54],createstack:48,creation:48,creationd:48,creator:[13,20],credenti:25,credit:54,crf:61,crime:59,critic:62,crop:56,crop_siz:56,cross:[9,58,61],cross_entropi:[9,16,54],cross_entropy_with_selfnorm:9,crt:24,csc:40,cslm:63,csr:40,csv:59,ctc:8,ctc_error_evalu:8,ctest:33,ctrl:[43,60],ctx:61,ctx_0:61,ctx_0_slot:61,ctx_n1:61,ctx_n1_slot:61,ctx_n2:61,ctx_n2_slot:61,ctx_p1:61,ctx_p1_slot:61,ctx_p2:61,ctx_p2_slot:61,cub:55,cuda:[17,32,33,35,42,43,45],cuda_dir:[44,45],cudaconfigurecal:42,cudadevicegetattribut:42,cudaeventcr:42,cudaeventcreatewithflag:42,cudafre:42,cudagetdevic:42,cudagetdevicecount:42,cudagetdeviceproperti:42,cudagetlasterror:42,cudahostalloc:42,cudalaunch:42,cudamalloc:42,cudamemcpi:42,cudaprofilerstart:42,cudaprofilerstop:42,cudaruntimegetvers:42,cudasetdevic:42,cudasetupargu:42,cudastreamcr:42,cudastreamcreatewithflag:42,cudastreamsynchron:42,cudeviceget:42,cudevicegetattribut:42,cudevicegetcount:42,cudevicegetnam:42,cudevicetotalmem:42,cudnn:[9,12,17,32,35,45],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[44,45],cudnn_convt:9,cudnn_dir:[44,45],cudrivergetvers:42,cuinit:42,cumul:9,curl:[32,48],current:[3,9,18,28,31,33,38,39,40,43,45,48,58,62,63],current_word:38,currentcost:[58,60,62,63],currentev:[58,60,62,63],curv:[16,55,61],custom:[2,3,16,23,40,48,59,62],custom_batch_read:29,cutoff:13,cycl:18,cyclic:9,cython:26,d3e0:48,dai:63,daili:62,dalla:3,dan:61,danger:3,darwin:48,dat:[13,20,43,60],data:[1,2,3,5,8,10,11,15,16,20,21,24,28,32,33,40,42,43,44,45,47,50,56,59],data_batch_gen:54,data_dir:[53,55,62,63],data_feed:13,data_fil:31,data_initialz:58,data_lay:[3,31,38,54,55,58,60,61],data_nam:13,data_read:[13,29],data_reader_creator_random_imag:29,data_sourc:54,data_typ:[9,13],databas:[13,62],datacent:[20,25],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:9,datalay:9,dataprovid:[2,31,38,43,60,61],dataprovider_bow:58,dataprovider_emb:58,dataproviderconvert:5,datasci:9,dataset:[1,3,20,23,29,31,45,53,55,56,58,61,62],date:61,db_lstm:61,dcgan:54,dcmake_install_prefix:32,dead:18,deal:[39,54],deb:[34,35],debian:[33,34],debug:[3,25],decai:[11,55],decent:21,decid:[16,29],declar:[9,60],decod:[9,10,38,61,63],decoder_boot:38,decoder_group_nam:38,decoder_input:38,decoder_mem:38,decoder_prev:10,decoder_s:38,decoder_st:[10,38],deconv:9,deconvolut:9,decor:[3,13,40],decreas:31,decrypt:48,deep:[0,9,31,33,36,42,54,55,56,58,61],deeper:[31,33,56],deer:55,def:[3,9,13,16,20,23,29,31,38,40,54,56,58,60,61],defalut:[9,45,47],default_devic:47,default_valu:47,defect:28,defferenct:3,defin:[2,3,9,10,13,16,17,18,29,31,38,40,43,45,53,54,55,60,61],define_py_data_sources2:[3,31,55,56,58,60],defini:63,definit:[3,13,18,21,31,33,53,58,62],degre:9,del:60,delai:45,delar:58,delet:[18,23,24],deletestack:48,delimit:[8,59,60],demand:18,demo:[9,13,38,43,49,50,53,54,55,56,57,58,59,60,61,62,63],demograph:59,demolish:49,demonstr:[31,38,54,60],denot:[47,58,59,61],dens:[3,9,13,22,40,48,58,60],dense_vector:[3,5,9,13,31,60],dense_vector_sequ:13,dep:17,depend:[17,18,23,31,33,35,43,47,55,59],deploi:[43,47],deploy:[43,48],deriv:[6,16],descent:[9,18],describ:[16,17,21,28,31,40,48,49,54,58,61],describestack:48,describestackev:48,describestackresourc:48,descript:[5,8,17,32,38,46,48,55,60],deseri:[15,28],design:[3,9,13,26,62],desir:[18,48,49,53],destin:[22,25],destructor:40,detail:[3,5,7,8,9,10,11,21,23,25,38,39,40,42,43,46,47,48,49,53,54,56,58,60,62,63],detect:8,determin:[3,9,13,40,54],dev:[32,33,55,60,63],devel:32,develop:[0,17,28,30,32,39,44,45,63],deverlop:45,deviat:7,devic:[7,28,45,63],deviceid:47,devid:[9,45],dez:62,diagnos:43,diagram:56,dict:[3,8,13,15,58,60,62,63],dict_dim:62,dict_fil:[8,38,58,61],dict_siz:13,dictionai:58,dictionari:[3,8,9,13,15,16,38,47,56,58,60,61,62,63],dictsiz:63,did:[3,28],differ:[3,8,9,17,18,22,31,33,38,39,40,43,45,48,49,53,55,56,58,62,63],difficult:31,dig:[33,42,48],digit:[3,9],dim:[13,40,53,56,58,62],dimens:[6,9,12,13,40,47,53,58,60,62],dimension:[3,31,38,40,54,58],dimenst:53,dimes:9,din:60,dir:[43,56,58,60,61,62,63],dirctori:33,direct:[9,10,33,56,61],directli:[2,3,10,23,28,31,33,43,49,62],directori:[2,17,20,24,25,32,33,39,42,43,45,49,55,56,58,60,61,62,63],diretcoti:56,dis_conf:54,dis_train:54,dis_training_machin:54,disabl:3,discard:[13,18,21,45],discount:9,discov:[18,61],discoveri:48,discrep:42,discrimin:54,discriminator_train:54,discuss:[16,21,22],disk:49,dispatch:[28,43,45],displai:[23,25],disput:63,dist_train:[16,23],distanc:8,distibut:53,distinguish:[17,43,54,63],distribut:[9,21,22,32,41,49,50,51,54,58,61],distribute_test:[44,45],distributedli:40,disucss:16,divid:[11,44,55,63],diy_beam_search_prob_so:[44,45],dmkl_root:32,dns:48,do_forward_backward:29,doc:[5,10,13,32,33,43],docker:[30,34,48,50,51],docker_build:16,docker_push:16,dockerfil:33,dockerhub:33,doctor:59,document:[3,5,10,24,32,39,47,55,58,60,61,62],documentari:[3,59],doe:[3,5,10,18,21,22,23,28,29,31,35,38,40,42,58,60,61],doesn:[7,9,13,16,29,39,42,49,63],dog:[55,56],doing:42,domain:48,don:[10,16,17,29,31,48,62],done:[8,9,10,17,18,21,22,38,42,48,54,62],dopenblas_root:32,dot:[45,56,63],dot_period:[45,47,54,55,60,62,63],dotmuloper:9,dotmulproject:9,doubl:[3,32,45],down:[42,58],download:[13,18,24,33,35,54,55,58,61,62],download_cifar:55,downsampl:55,doxygen:[32,39],dpkg:35,drama:59,drop:3,drop_rat:7,dropout:[7,9,40,58],dropout_r:10,drwxr:49,dst:22,dtoh:42,dtype:[5,31,56],dubai:63,due:[21,59,60],dummi:21,duplic:59,durat:[21,42],dure:[2,3,9,18,21,23,31,39,40,44,45,48,58,60,61,63],durn:3,dwith_c_api:27,dwith_doc:32,dwith_profil:42,dwith_python:27,dwith_swig_pi:27,dwith_tim:42,dynam:[2,3,22,27,29,32,42,45],dynamic_cast:40,each:[2,3,5,8,9,12,13,15,17,18,21,22,23,28,29,31,33,38,39,40,43,45,47,48,53,55,56,58,59,60,61,62,63],each_feature_vector:6,each_meta:60,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,29,56],easi:[0,29,33,40,43,58],easier:[16,29,40],easili:[16,29,31],echo:[33,60,62],edit:[8,33,48],editor:[33,39],edu:[13,48,49,55],educ:59,eeoi3ezpr86c:48,effect:[3,45,48],effici:[0,2,3,38,40],efg:9,efs:48,efs_dns_nam:48,efsvol:48,eight:61,either:[9,13,15,16,42,58,60],elb:48,elbapis:48,elec:58,electron:[49,58],elem_dim:9,element:[3,5,8,9,10,13,15,21,29,58,62,63],element_typ:22,elif:[16,60],elimin:61,els:[9,16,23,33,40,56,58,60],emac:[33,39],emailweixu:17,emb:[49,58],embed:[16,38,57,60,62],embedd:61,embedding_lay:[38,58,60],embedding_nam:[9,38],embedding_s:[9,38],emphas:42,empir:9,emplace_back:40,emploi:[38,59],empti:[8,13,18,31],emul:63,enabl:[3,7,17,21,42,43,45,48],enable_grad_shar:[44,45],enable_parallel_vector:45,enc_proj:[10,38],enc_seq:10,enc_vec:38,encapsul:22,encod:[10,21,38,63],encoded_proj:[10,38],encoded_sequ:[10,38],encoded_vector:38,encoder_last:9,encoder_proj:38,encoder_s:38,encrypt:48,encrypt_decrypt:48,end:[3,8,9,28,29,31,38,45,53,61,62,63],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:[20,48],endtrain:16,engin:[0,23,42,59],english:[3,9,63],enjoi:33,enough:31,ensembl:10,ensur:[3,18,40],enter:[33,59],entir:[9,10,22,62],entiti:8,entri:[13,21,23,40,48,59],entropi:[9,58,61],entry_point:23,enumer:[6,58,60],enumerate_data_types_of_data_lay:13,env:[39,48],environ:[16,32,33,35,42,43,44,45,48,49,54,55,60],eol:39,eos_id:[9,38],epel:32,epoch:59,epsilon:11,equal:[9,10,18,45],equat:[8,9,10,11,33],equilibrium:54,equip:[32,38],equival:[9,16],error:[7,8,9,11,16,21,25,31,35,40,43,45,48,55,56,58,59,60,62,63],error_clipping_threshold:7,especi:[3,10,61],essenc:16,essenti:[9,16,32,61,63],estat:31,estim:[9,16],eta:49,etc:[8,13,29,33,43,44,47,48,62,63],etcd:[18,21],eth0:[43,48],ethternet:43,eval:[8,58,60,62,63],eval_bleu:63,evalu:[2,9,14,15,42,43,58,62,63],evaluate_pass:62,evalut:[31,63],even:[16,29,42,45,62],evenli:[22,48],event:49,event_handl:[15,16],everi:[2,3,8,9,10,13,16,18,21,22,38,39,40,45,58,61,62,63],everyth:[31,39],evid:28,exactli:[3,9,10,33,48,61],exampl:[2,3,8,9,10,11,13,15,23,25,28,29,31,32,33,38,40,42,43,44,45,47,48,49,55,56,57,58,62,63],exceed:9,except:[3,13,47,53,60,62],exchang:28,excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[33,45],execut:[17,18,21,23,40,42,48,59,61,62],exist:[16,18,25,29,40,45,48,59,62],exit:[22,25,45,49],expand:[40,61,62,63],expand_a:9,expand_level:9,expandconvlay:9,expect:[9,42,62],expens:63,experi:47,expert:17,expir:18,explain:[3,8,18,43,54,62],explan:[9,23,58,63],explanatori:[31,33],explicit:40,explicitli:[3,16],exploit:55,explor:9,exponenti:6,expos:[33,48],express:[16,48,62],extend:[0,8,60],extens:[59,60,63],extent:27,extern:[3,17,26,27],external_librari:17,extra:[7,9,10,31],extra_input:9,extra_lay:15,extraattr:[7,47],extraattribut:[9,10],extraattributenon:9,extract:[8,9,28,48,55,61,62],extract_fea_c:56,extract_fea_pi:56,extract_para:53,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,42],extremli:2,f120da72:49,f7e3:48,fa0wx:49,fabric:43,face:17,facotr:9,fact:56,factor:[7,9,11],factori:26,fail:[3,18,21,45,47,49,55],failur:[18,22],fake:54,fake_imag:29,falloc:24,fals:[3,7,8,9,10,11,13,29,31,38,40,45,47,49,53,58,60,61,62,63],false_label:29,false_read:29,famili:63,familiar:[3,31],fanscin:3,fantasi:59,fantast:58,far:0,farmer:59,fascinatingli:2,fast:[9,21,39,42],faster:[9,10,18,38,42,62],fault:21,favorit:39,favourit:33,fbd1f2bb71f4:49,fc1:[40,47],fc2:47,fc3:47,fc4:47,fc8a365:48,fc8a:48,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,31,40,47,58,60],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:40,fdata:61,fea:56,fea_output:56,feat:62,featur:[3,6,9,13,39,45,55,58,62,63],feature_map:60,feed:[10,13,15,16,31,62],feedback:0,feeder:13,feedforward:55,femal:59,fernan:62,festiv:3,fetch:[13,18,38,40],few:[3,17,18,29,33],fewer:9,fg0:9,field1:15,field2:15,field:[9,15,42,48],figur:[16,17,38,40,42,53,54,55,56,61,62,63],file1:63,file2:63,file:[2,3,5,8,9,13,15,16,17,18,20,21,22,23,24,25,27,29,31,32,33,38,39,40,43,45,53,55,56,61,62,63],file_list:3,file_nam:[3,31,56,58,61],filenam:[3,20,60],fileoffset:24,filer:9,filesystem:[23,24,33,48],fill:[9,18,21,48,58],film:59,filter:[9,56],filter_s:[9,10],filter_size_i:9,finali:43,find:[9,11,18,33,42,55,62,63],fine:[7,21,60],fingerprint:48,finish:[3,18,21,23,33,43,48,49,55],finit:40,first:[3,9,13,16,18,21,23,25,31,33,35,38,39,40,42,45,47,48,53,54,55,56,58,60,61,62,63],first_seq:38,firstli:8,firstn:13,firstseen:49,fit:[2,13,39],five:[42,58],fix:[3,7,26,63],flag:[13,45,54,55,61],flexiabl:29,flexibl:[0,2,9,10,16,22,38],flight:63,float32:[5,13,29,31,54,56],floor:9,flow:[30,39],fly:[31,58],fnt03:48,focu:[3,42],folder:[20,23,25,32,48,55,62,63],follow:[2,3,8,9,10,11,13,16,17,18,21,23,29,32,33,35,38,39,40,42,43,47,48,49,50,51,53,54,55,56,58,59,60,61,62,63],fool:54,forbid:16,force_load:26,forecast:62,forget:[11,16,62],form:[2,3,10,11,42,61],format:[2,3,8,21,22,31,39,40,45,48,53,55,59,60,62],former:[16,17,63],formula:[9,10],formular:9,forward:[6,10,22,28,38,39,40,47,54,61,62],forwardactiv:40,forwardtest:5,found:[3,5,9,32,38,54,55,58,62],four:[3,8,35,53,56,58,60,61,62],frame:8,framework:[16,40,56,58,62],free:[13,63],french:63,frequenc:[13,42,53,58,62],frequent:[21,29,43,63],frog:55,from:[0,3,5,8,9,10,13,15,17,18,20,21,22,25,28,29,31,33,38,39,40,42,43,45,47,48,49,53,54,55,56,58,59,60,61,62,63],from_sequ:9,from_timestep:9,fromfil:[29,31,56],fulfil:42,full:[9,18,33,38,40],full_matrix_project:[10,38],fulli:[31,39,40,42,54,55,56,58,60,62],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:53,fullyconnectedlay:40,func:[13,21],fundament:31,further:9,fusion:60,gain:9,game:54,gamma:56,gan:16,gan_train:54,gangliao:17,gap:45,gate:[9,10,62],gate_act:[9,10],gate_recurr:9,gather:[9,28,40,60],gauss:7,gaussian:54,gcc:[26,32,33],gdebi:35,gen:[9,63],gen_conf:[54,63],gen_data:63,gen_result:63,gen_train:54,gen_training_machin:54,gen_trans_fil:38,gender:[13,59,60],gener:[2,3,5,8,9,10,13,15,16,17,18,20,21,22,29,31,32,33,42,43,45,47,48,53,56,57,58,60,62],generated_word_embed:9,generatedinput:[9,38],generator_conf:54,generator_machin:54,generator_train:54,genert:3,genr:[59,60],gereat:8,get:[3,8,9,10,13,15,17,21,22,23,24,31,32,35,38,40,42,43,48,52,55,56,58,60,61,62],get_batch_s:61,get_best_pass:62,get_config_arg:[47,58,60,62],get_data:[49,58,61],get_dict:13,get_embed:13,get_imdb:62,get_input_lay:40,get_mnist_data:54,get_model:56,get_movie_title_dict:13,get_nois:54,get_output_attr:10,get_shap:15,get_training_loss:54,get_word_dict:13,getbatchs:40,getenv:[16,23],getinput:40,getinputgrad:40,getinputvalu:40,getoutputgrad:40,getoutputvalu:40,getparameterptr:40,getsiz:40,getslotvalu:54,gettask:21,gettempl:48,gettranspos:40,getw:40,getweight:40,getwgrad:40,gfortran:32,gildea:61,gist:10,git:[30,32,33,39],github:[9,10,32,33,35,56],give:[3,18,31,33,40,42,48,58],given:[3,13,15,22,29,40,45,54,58,61,62,63],global:[3,7,16,17,18,28,42,45,48,60,62],global_learning_r:7,globalstat:42,globalstatinfo:42,globe:3,go_librari:17,go_test:17,goal:[42,61],gob:21,godoc:26,goe:[9,10,18,31],going:[58,62],good:[9,29,42,62,63],goodfellow13:9,googl:16,googleapi:48,gpg2:48,gpg:48,gpu:[2,3,7,9,12,23,28,30,32,35,41,43,54,55,56,60,61,62,63],gpu_id:[45,47,54],gpugpu_id:44,grab:[18,62],grad:[22,45,59],grad_share_block_num:[44,45],gradient:[7,8,9,11,15,18,21,28,45,58,62],gradient_clipping_threshold:[7,58,62],gradient_machin:[15,27],gradient_printer_evalu:8,gradientmachin:[5,15,27,28,54,60,63],gradual:[31,42],grai:55,gram:[53,62],grant:48,graph:[9,15,17,18,53],graphviz:56,grave:62,grayscal:3,greater:9,grep:[33,62],groudtruth:38,ground:[8,9,58,63],group:[10,21,62],group_id:60,group_input:38,grouplen:[13,59],gru:[9,38,58,63],gru_attr:10,gru_bias_attr:10,gru_decod:38,gru_decoder_with_attent:38,gru_encoder_decod:[53,63],gru_memori:10,gru_siz:58,gru_step:[10,38],gru_step_lay:38,grumemori:[10,38],gserver:[9,40],gsizex:42,guarante:40,guess:[31,62],gui:42,guid:[24,34,38,39,40,42,48,49,53,55,62,63],guidenc:31,gur_group:10,gzip:[21,49],hack:[34,43],hadoop:16,half:48,hand:[59,60,62],handi:17,handl:[16,23,28,29,43,60,62],handler:15,handwrit:[3,62],happen:21,hard:[48,58],hardwar:[33,42],has:[3,5,8,9,10,11,13,16,18,21,22,33,38,40,42,48,49,53,55,58,59,60,61,62,63],has_kei:15,have:[2,3,5,9,10,13,16,17,18,21,22,23,28,29,31,32,33,38,39,40,42,43,45,47,48,53,55,58,59,60,62,63],hdf:[2,20],head:[39,53,62],header:[22,27,31,40,53,56,60],health:59,heavi:43,height:[9,13,26,29,40,55],held:18,hello:16,help:[3,5,25,39,43],helper:[9,10,40],here:[3,5,7,8,9,10,13,16,17,18,25,29,31,32,38,43,44,47,48,49,53,55,56,57,58,59,60,61,62,63],heurist:[9,45,63],hidden:[9,10,38,48,58,60,62],hidden_s:[10,60],hierarch:[9,38],high:[7,40,54],higher:2,highest:[13,63],highli:[2,3,13,38,47,60,62],him:16,hint:31,histor:62,hl_get_sync_flag:40,hold:[16,18,21,48],home:[20,25,43,48,49],homemak:59,honor:21,hook:[3,60,61],hope:0,horizont:[9,56],horror:59,hors:55,horst:62,host:[23,32,33,43,48,49],hostnam:[43,48],hostpath:49,hostport:48,hot:60,hour:63,hous:[3,13,31,53],how:[2,3,7,9,16,18,21,25,28,31,38,43,45,48,49,52,55,56,58,60],howev:[3,10,28,29,31,38,39,44,45,48,62,63],hpp:26,html:[13,33,55],htod:42,http:[9,10,13,23,32,33,35,39,48,49,54,55,56,63],huber:9,huge:[9,39],huina:62,human:63,hyper:[9,40],hyperplan:13,i0601:60,i0706:63,i0719:63,i1117:42,iamfullaccess:48,iamusersshkei:48,ib0:43,ics:13,icwsm:62,id_input:[8,38],idea:[9,17,29],ident:[31,33,48,59],identifi:[38,40],identityoffsetproject:9,identityproject:9,ids:[8,9,40,58,60],idx:[21,40],ieee:62,ies:25,ignor:[3,9,45,53],ijcnlp:62,illustr:[3,8,18,22,38,40,42,58],ilsvrc:56,imag:[3,12,13,16,29,31,34,47,48,50,51,54,56,57,63],image_a:29,image_b:29,image_classif:55,image_fil:29,image_lay:29,image_list_provid:56,image_nam:16,image_path:29,image_provid:55,image_reader_cr:29,image_s:56,imagenet:[20,57],imagepullpolici:48,imageri:9,images_reader_cr:29,imdb:59,imdber:62,img:[3,9,55],img_conv:10,img_featur:3,img_pool:10,img_siz:55,imgsiz:42,imgsizei:42,imgsizex:42,immedi:48,immutable_paramet:16,implement:[3,9,10,11,13,21,22,23,26,27,28,38,58,61],impli:17,importerror:60,improv:[0,42,48,62,63],inbound:48,includ:[2,3,8,9,10,13,16,17,22,23,26,27,32,33,38,40,42,45,48,49,53,58,59,61,63],inconsist:59,incorrect:9,increas:[18,21,45,63],increment:45,incupd:40,inde:[13,29,33],independ:[9,22,58],index:[3,8,9,12,13,15,18,21,38,43,48,60],indexslot:[9,61],indic:[3,8,9,22,31,43,48,61],individu:[18,31,48],industri:18,ineffici:28,infer:[1,16,18,26,32],infiniband:43,info:[8,9,13,40,43],infom:39,inform:[5,13,23,25,40,42,45,48,59,60,61,62,63],infrastructur:[48,54],ingor:45,ininst:16,init:[7,40,47,48,54,58,60,61],init_hook:[58,60,61],init_model_path:[44,45,47,53,58,61],initi:[3,5,7,9,13,17,21,38,40,45,53,54,58,61],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,54],inlcud:10,inlin:48,inner:40,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,28,29,31,38,40,47,53,54,55,56,58,60,61,62,63],input_data:40,input_data_target:40,input_featur:6,input_fil:[31,61],input_hassub_sequence_data:40,input_id:9,input_imag:[10,55],input_index:40,input_label:40,input_lay:40,input_nam:16,input_sequence_data:40,input_sequence_label:40,input_sparse_float_value_data:40,input_sparse_non_value_data:40,input_t:40,input_typ:[31,38,58,60],inputdef:40,inputlayers_:40,inputtyp:[3,13],insid:[8,9,18,28,29,33,48],inspir:53,instal:[23,33,36,39,43,49,55,56,60,61,62],instanc:[9,18,20,38,40,42,45,61],instance_ip:48,instanti:18,instead:[9,10,12,17,23,29,33,39,43,58,63],instruct:[33,35,42,58],int32:45,int64:24,integ:[3,8,9,13,21,23,26,38,40,58,62],integer_valu:[3,13,58],integer_value_sequ:[3,13,38,58,61],integr:[32,61],intend:0,inter:[9,43],interact:[33,48],intercept:9,interest:[42,62],interfac:[1,5,7,9,10,21,23,25,28,43,48,55,60,62],interg:58,intergr:9,intermedi:[25,61],intern:[9,10,13,15,48],internet:[18,62],interpret:[3,8,32,42],interv:62,intrins:32,introduc:[3,18,49,60,62],introduct:[4,54],invalid:29,invari:55,invoc:17,invok:[3,9,15,28,42,48,60],involv:54,iob:8,ioe:8,ips:48,ipt:[9,38],ipython:16,is_discriminator_train:54,is_gener:[9,53,54,63],is_generator_train:54,is_kei:60,is_loc:15,is_predict:[58,60,62],is_seq:[9,38,60],is_sequ:60,is_stat:7,is_test:[56,61,62],is_train:3,isn:42,isol:33,isspars:40,issu:[32,33,42],item:[9,13,15,29],iter:[9,10,11,13,15,16,18,29,55,61,62],its:[3,9,10,16,18,21,28,40,42,45,48,53,54,55,58,62,63],itself:[10,18],java:26,jeremi:42,jie:[61,62],jmlr:9,job:[5,13,44,45,47,56,58,60,61,62,63],job_dispatch_packag:43,job_id:13,job_mod:53,job_nam:[23,48],job_namespac:48,job_path:48,job_workspac:43,jobpath:48,jobport0:48,jobport1:48,jobport2:48,jobport3:48,jobserv:23,johan:62,join:18,joint:[53,63],jointli:[10,63],journal:[61,62],journei:33,jpeg:55,jpg:56,json:[43,48,49,60],jth:10,judg:63,jupyt:[23,33],just:[3,6,8,9,10,13,21,22,28,31,39,43,47,48,53,55,60,61,62],jx4xr:48,jypyt:16,k8s_data:48,k8s_job:16,k8s_token:16,k8s_train:48,k8s_user:16,kafka:20,kaim:9,kaimingh:56,kebilinearinterpbw:42,kebilinearinterpfw:42,keep:[3,9,18],kei:[3,13,15,18,20,21,24,42,43,60,62],kernel:[9,42,58],key1:45,key2:45,key_pair_nam:48,keyid:48,keymetadata:48,keypair:48,keyserv:48,keystat:48,keyusag:48,keyword:3,kill:[18,48],kind:[2,3,16,18,31,48,49,54,58,60],kingsburi:61,kms:48,know:[3,10,16,21,31,40,42,48,60],knowledg:62,known:[54,62,63],kriz:[13,55],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:48,kubectl:49,kuberent:[18,48],kubernet:[16,18,41,43,50,51],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,58,60,61],l1_rate:7,l2_rate:7,l2regular:[55,58,62],label:[3,5,8,9,11,13,15,29,31,38,49,54,55,56,57,58,60,62],label_dict:61,label_dim:[9,58],label_fil:[29,61],label_lay:29,label_list:61,label_path:29,label_slot:61,labeledbow:62,labl:62,lag:45,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,47,53,61,62,63],larg:[12,13,61,62,63],larger:[3,7,8,9,43],last:[8,9,10,31,38,43,45,58,62,63],last_time_step_output:9,lastseen:49,late:62,latenc:[43,48],later:[17,32,39,48,58],latest:[9,18,33,39,49,62],latter:63,launch:[45,48,62],launcher:16,lawyer:59,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,29,31,38,41,44,45,53,54,55,56,58,60,61,62],layer_0:40,layer_attr:[9,38,47],layer_num:[47,56],layer_s:9,layer_typ:9,layerbas:40,layerconfig:40,layergradutil:40,layermap:40,layeroutout:9,layeroutput:[9,60],lbl:[8,55],ld_library_path:[32,35,43],lead:42,learn:[0,7,8,9,10,11,13,16,22,29,31,33,36,38,40,42,55,56,58,61,62,63],learnabl:9,learning_method:[31,53,55,58,60,62,63],learning_r:[7,22,31,53,55,58,60,62,63],leas:18,least:[8,9,18,32,59],leav:[3,48],lecun:13,left:[9,31,56],leman:63,len:[3,9,22,24,38,40,58,60,61],length:[9,10,13,22,38,45,49,62,63],less:[9,16,43,63],less_than:16,let02:49,let:[5,8,9,16,31,48,60],level:[7,9,43,45,54,60,62,63],lgtest:17,lgtest_main:17,lib64:[32,43,45],lib:27,libapi:17,libari:27,libcudnn:32,libjpeg:55,libpaddl:[26,27],libpaddle_capi:27,libpaddle_gserv:27,libpaddle_math:27,libpython:32,librari:[9,17,27,32,33,43,45,60],licens:61,life:18,like:[3,8,9,13,17,18,23,29,31,32,38,42,43,44,47,48,53,56,58,60,62,63],limit:[9,13,42,45],line:[2,3,5,8,13,17,23,25,31,39,41,42,43,47,48,53,55,56,60,61,62,63],linear:9,linearactiv:[9,31],linguist:61,link:[9,10,17,24,25,32,48,58,62],linux:[24,32,33,35,48,63],lipeng:53,lipton:62,list:[2,3,8,9,13,15,16,21,23,25,28,31,33,38,40,43,45,47,48,55,56,58,60,61,62,63],listen:45,literatur:62,littl:[2,3,22,45,58,62],lium:63,live:[18,33],liwicki:62,load:[2,3,5,9,16,18,31,45,48,56,60,61,62,63],load_featur:56,load_feature_c:56,load_feature_pi:56,load_missing_parameter_strategi:[44,45,47,53,61],load_uniform_data:54,loadparamet:5,loadsave_parameters_in_pserv:[44,45],loc:8,local:[7,18,32,33,39,43,44,45,49,55,62],localhost:33,localpath:25,locat:[38,40,58,61],lock:[18,21,22],log:[3,21,25,39,40,43,45,48,49,55,60,61,62,63],log_barrier_abstract:45,log_barrier_lowest_nod:[44,45],log_barrier_show_log:[44,45],log_clip:[44,45],log_error_clip:[44,45],log_period:[45,47,49,54,55,58,60,61,62,63],log_period_serv:[44,45],logarithm:6,logger:3,logic:[3,28,43],login:33,longer:63,look:[3,8,23,31,43,44,48,49,54,58],lookup:58,loop:29,loss:[9,40,54,58,62,63],lot:44,low:9,lower:43,lowest:45,lpaddle_capi_shar:27,lpaddle_capi_whol:27,lst:60,lstm:[9,38,49,58],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:58,lstm_step:10,lstmemori:[10,38],lstmemory_group:9,ltr:9,lucki:31,mac:[27,32,33],machan:10,machin:[9,10,13,15,31,39,40,44,45,47,48,49,58,60,62,63],made:[3,18,22,31,38,59],mai:[3,9,29,33,39,42,48,59],main:[3,5,39,48,55,61,62],mainli:45,maintain:[9,21,48],majel:17,major:[33,39,54,56,62,63],make:[3,8,16,17,18,21,22,28,29,32,33,39,40,42,43,48,55,58,60,62],male:59,malloc:40,man:24,manag:[18,22,25,39,43],manageri:59,mandarin:9,mani:[0,9,10,21,28,31,33,45,58,59,60,62],mannal:43,manual:39,manufactur:63,mao:62,map:[3,8,9,13,15,16,21,45,55,56,60],map_read:13,mapreduc:16,marcu:62,mark:[3,38,61],mark_slot:61,market:[31,59,62],martha:61,mask:[7,9],master:[16,30,39,45,62],mat:[26,27],mat_param_attr:10,match:42,math:[10,26,40,42],matirx:9,matplotlib:55,matric:[5,38,40],matrix:[8,9,10,13,15,26,27,38,40,44,47,56,61],matrixptr:40,matrixtyp:27,matter:3,max:[3,7,9,13,42,45,47,55,58,60],max_id:[9,15,58],max_job_id:13,max_length:[9,38],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,58],maxid_lay:58,maxid_printer_evalu:8,maxim:[9,63],maximum:[8,13,22,38,42,45,58,61,62],maxinum:12,maxpool:9,mayb:[9,10,55],md5:[13,19],mean:[3,7,8,9,10,11,12,13,15,17,29,31,38,42,43,45,47,48,53,54,55,56,58,60,61,62,63],mean_img_s:55,mean_meta:56,mean_meta_224:56,mean_valu:56,measur:[31,42],mechan:[9,10,38,48,62],media:62,meet:61,mem:[9,23],member:[13,16,28],memcpi:[28,42],memor:62,memori:[2,3,10,21,23,38,40,42,45,47,49,58,61,62,63],memory_nam:9,memory_threshold_on_load_data:45,mention:21,mere:10,merg:[22,28,39,45,53,63],mergedict:[53,63],messag:[31,45,49,60,62,63],meta:[43,55,56,58],meta_config:[43,60],meta_fil:60,meta_gener:[43,60],meta_path:55,meta_to_head:60,metadata:[24,48,49],metaplotlib:16,method:[3,9,11,15,33,40,42,45,47,58,60,62,63],might:[9,17,33,40,48],mileag:42,million:[13,47,59],min:[7,42,47,48,60],min_pool_s:3,min_word_freq:13,mind:43,mini:[3,9,13,15,18],mini_batch:29,minibatch:9,minibatch_data:13,minim:[3,11,31,45],minimum:9,minimun:45,minst:3,minut:[18,48,63],mirror:33,mislead:22,miss:[45,53,61],mit:48,mix:[10,38,61],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,38,61],mixedlayertyp:9,mkdir:[25,32,33,48],mkl:32,mkl_path:32,mkl_root:32,ml_data:[43,60],mnist:[3,5,20,29],mnist_provid:3,mnist_random_image_batch_read:29,mnist_train:[3,29],mnist_train_batch_read:29,mod:61,modal:61,mode:[9,45,54,55,56,60,62,63],model:[1,2,5,9,10,13,18,19,39,40,41,45,48,60,61,62],model_config:[5,54],model_list:[45,47,61,62],model_output:62,model_path:47,model_zoo:[53,56],modifi:[5,38,39,40,43,48],modul:[2,3,5,10,13,15,31,32,55,56,58,60,61],modulo:9,momentum:[7,31,58],momentumoptim:[31,55],mon:49,monitor:[58,62],mono:9,month:[17,58,63],mood:62,more:[2,3,5,8,9,10,13,16,18,21,23,25,29,31,33,38,40,42,43,47,49,55,58,61,62,63],morin:9,mose:[62,63],moses_bleu:63,mosesdecod:62,most:[3,5,9,13,16,29,31,38,40,42,44,60,61,62,63],mostli:[55,59],mount:[23,33,48,49],mountpath:[48,49],move:[9,18,21,25,42,48,60,62],movement:[42,62],movi:[3,13,62],movie_categori:13,movie_featur:60,movie_head:60,movie_id:60,movie_info:13,movie_meta:60,movie_nam:60,movie_review:13,movieid:59,movieinfo:13,movielen:57,moving_average_fract:9,mpi:43,mse_cost:[31,60],much:[9,18,29,42],mul:40,mulit:43,multi:[9,28,40,44,45,56,63],multi_binary_label_cross_entropi:9,multi_crop:56,multigradientmachin:28,multinomi:9,multipl:[8,9,10,13,15,16,21,22,33,38,40,45,47,48,54,58,60,62],multipli:[8,9,40,55],multithread:3,music:59,must:[3,6,8,9,10,29,32,33,38,39,40,43,45,47,48,63],my_cluster_nam:48,my_cool_stuff_branch:39,my_external_dns_nam:48,mypaddl:49,mysteri:59,name:[3,7,8,9,10,12,13,15,16,18,20,22,23,27,31,33,38,40,42,43,45,47,49,50,51,53,54,55,56,58,60,62,63],name_prefix:20,namespac:[26,33,40,49],nano:39,nativ:9,natur:[21,47,61,62],nchw:9,ndarrai:[15,20],ndarri:15,ndcg:9,ndcg_num:9,nearest:58,necessari:[3,9,22,28,32,40,43,58,62],necessarili:40,need:[3,8,9,10,13,16,17,21,22,23,25,28,31,32,33,35,38,39,40,43,44,45,47,48,49,54,55,56,58,60,61,62,63],neg:[3,8,9,58,61,62],neg_distribut:9,negat:61,neighbor:58,ner:8,nest:[3,9,13],net:[9,10],net_conf:62,net_diagram:56,network:[2,3,5,7,8,9,11,13,14,15,16,18,29,31,33,40,42,43,45,53,62,63],network_config:47,networkadministr:48,neural:[3,5,9,10,11,13,15,16,18,31,42,45,53,54,56,62,63],neuralnetwork:[9,28],neuron:[5,40,58,62],never:[13,29,48,49],newest:[22,39],newtork:62,next:[9,13,18,38,40,42,45,48,49,61,62,63],nfs4:48,nfs:48,nfsver:48,nginx:33,ngram:13,nic:[43,44,45],nil:21,nine:[13,61],nlp:[3,9],nltk:13,nmt:63,nnz:40,no_cach:3,no_sequ:[3,9,60],noah:62,noavx:[33,35],node:[9,17,40,43,45,48,49,62,63],node_0:48,node_1:48,node_2:48,nodefil:43,noir:59,nois:[9,18,54],noise_dim:54,non:[9,18,40,45,48],none:[2,3,5,7,8,9,10,11,12,13,15,16,31,38,56,58],nonlinear:40,norm:54,norm_by_tim:9,normal:[3,5,9,10,13,35,38,40,43,45,49,53,54,56],normzal:56,north:55,notat:9,note:[3,5,7,9,10,12,15,16,21,23,29,32,42,45,47,48,53,55,60,62],notebook:[23,33],noth:[6,15,45],notic:[38,40],novel:62,now:[0,3,9,17,18,31,33,39,45,48,54,60,61],np_arrai:13,nproc:32,ntst1213:63,ntst14:63,nullptr:40,num:[9,43,45,58,61,62,63],num_channel:[9,10,55],num_chunk_typ:8,num_class:[9,10,55],num_filt:[9,10],num_gradient_serv:[44,45],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,31,44,45,47,49,58,60,61,62,63],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:20,number:[3,8,9,13,18,20,29,31,40,43,45,48,53,55,56,58,61,62,63],numchunktyp:8,numdevices_:47,numlogicaldevices_:47,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,20,29,31,32,54,56],numsampl:42,numtagtyp:8,numtimeout:21,nv_:17,nv_librari:17,nv_test:17,nvcc:[17,33],nvidia:[32,33,42,45],obei:8,obj:[3,31,55,56,58,60],object:[3,5,7,9,10,11,13,15,16,26,42,54,55,56,58,61],observ:[11,31,40,42,63],obtain:[58,61,62],occup:[59,60],occur:[13,15,39],oct:49,odd:9,off:[27,33],offer:[5,61],offici:[33,48,55],offlin:[18,20],offset:[9,60],often:[43,58,63],ograd:40,old:[22,33,39,45],omit:58,on_init:3,on_travisexclud:32,onc:[3,9,18,21,33,39,40,48,58],one:[3,6,8,9,10,11,12,13,16,18,21,22,23,28,29,31,33,39,40,43,45,47,48,49,53,54,55,56,58,60,61,62,63],one_host_dens:60,one_hot_dens:60,onli:[2,3,5,8,9,10,12,13,15,16,17,21,22,23,25,28,31,32,38,39,40,42,44,45,47,48,49,53,56,58,59,62,63],onlin:[11,18,20,29],onto:48,open:[0,3,9,16,20,29,31,33,48,56,58,60,61],openbla:32,openblas_path:32,openblas_root:32,oper:[9,10,11,33,38,40,42,45,48,53,55,60],opinion:62,ops:17,ops_test:17,opt:[16,32],optim:[3,7,14,15,28,31,40,42,62],option:[3,8,9,16,17,31,39,40,43,47],order:[3,9,10,13,15,29,40,45,48,49,54,56,58,62,63],ordinari:62,oregon:48,org:[8,9,10,13,20,24,32,33,54],organ:[8,9,55,62,63],origin:[0,2,3,9,13,39,54,61,63],other:[3,8,9,10,13,18,22,25,32,33,35,38,39,47,48,49,53,54,55,56,58,59,60,61,62,63],otherchunktyp:8,otherwis:[2,9,13,16,18,22,29,38,43,47,60,63],our:[16,17,33,38,40,48,49,53,55,58,61,62,63],out:[9,15,16,17,21,31,38,42,45,48,49,55,62],out_dir:48,out_left:9,out_mem:38,out_right:9,out_size_i:9,out_size_x:9,outlin:46,outout_lay:15,outout_layer1:15,outout_layer2:15,outperform:61,output:[5,6,7,8,9,10,12,13,15,16,20,25,29,31,38,40,42,45,47,49,53,54,55,56,58,60,61,62,63],output_:[9,40],output_dir:56,output_fil:61,output_id:9,output_lay:[15,56],output_max_index:12,output_mem:[9,38],output_path:20,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:40,over:[2,9,10,16,39,40,42,58,61,62],overcom:62,overhead:42,overlap:40,overrid:[18,25,40],overview:[21,22],overwrit:25,owe:0,own:[22,33,39,43,48],pacakg:35,pack:33,packag:[3,13,21,23,33,34,48],pad:[38,58],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,18,20,23,25,26,27,28,31,32,33,34,35,39,40,41,42,43,45,47,48,54,55,58,60,61,62,63],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:[26,27],paddle_exampl:23,paddle_finish_init_param:22,paddle_get_param:22,paddle_gradi:22,paddle_init_param:22,paddle_job:23,paddle_matrix:[26,27],paddle_matrix_cr:27,paddle_matrix_get_shap:26,paddle_matrix_shap:26,paddle_n:43,paddle_new_pserver_cli:22,paddle_on_cloud:23,paddle_output:49,paddle_paramet:22,paddle_port:43,paddle_ports_num:43,paddle_ports_num_for_spars:43,paddle_pserver2:43,paddle_pserver_cli:22,paddle_pserver_client_releas:22,paddle_root:53,paddle_save_model:22,paddle_send_grad:22,paddle_source_root:53,paddle_train:[27,30,43],paddledev:[48,49],paddlepaddl:[0,2,3,5,9,10,13,18,20,22,23,24,25,29,31,32,35,38,39,40,41,42,43,50,51,56,58,60,61,62],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[39,48,60],pai:33,pair:[8,61],palceholder_just_ignore_the_embed:53,palmer:61,paper:[9,53,54,56,61,62,63],paraconvert:53,paragraph:62,parallel:[42,45,47,48,49,63],parallel_nn:[7,44,45],param:[7,9,22,28,60],param_attr:[9,10,31,38],param_config_proto:22,paramattr:[7,9,31,38],paramet:[2,3,5,8,9,10,11,12,13,14,17,19,25,29,31,40,41,47,54,55,58,60,61,62,63],parameter_attribut:9,parameter_block_s:[44,45],parameter_block_size_for_spars:[44,45],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:40,parameters_:40,parameterset:16,parameterupdat:28,parametris:11,paramt:[48,53],paramutil:60,paraphras:63,paraphrase_data:53,paraphrase_model:53,paraspars:40,parent:40,pars:[5,13,17,47,48,54,60,61],parse_config:[5,54],parser:60,part:[3,8,31,38,39,40,42,54,58,60,61,62,63],parti:[42,60],partial:[9,54],participl:53,particular:42,partit:[18,20,48],pass:[3,9,13,15,18,28,29,31,39,40,42,43,45,48,49,54,55,58,60,61,62,63],pass_id:15,pass_idx:29,pass_test:54,passtyp:40,password:43,past:[16,33,48],patch:24,path:[2,3,8,13,15,18,21,22,23,29,31,32,38,43,45,47,48,49,53,55,56,58,61,62,63],pattern:[13,18,26,31,48,60,62],paul:61,paus:18,pave:63,pdf:[9,10],pem:[16,20,48],pend:[18,21],penn:61,per:[8,9,13,18,22,29,45,55,58],perfom:[45,47],perform:[2,9,10,22,28,31,38,39,40,41,43,44,54,55,58,62,63],period:[2,18,45,58,60,61,62,63],perl:[62,63],permiss:48,peroid:9,persist:48,persistentvolum:48,persistentvolumeclaim:48,person:[8,16],perspect:42,perturb:40,pfs:[20,25],pfsclient:20,pfspath:25,pgp:48,phase:31,photo:55,pick:[3,48],pickl:60,pictur:58,piec:[9,10,31],pillow:[23,55],pip:[32,39,43,55,60],pipe:59,pipelin:61,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,18,40,42,43,56,63],placehold:[31,53],plai:[61,62],plain:[2,8,9,15,23,27],plan:[18,40],platform:[0,31,48],pleas:[3,5,7,9,10,11,16,18,21,22,29,32,33,34,38,39,40,48,53,55,58,60,61],plot:[16,55],plotcurv:55,png:[55,56],pnpair_evalu:8,pnpairvalidationlay:45,pnpairvalidationpredict_fil:44,pod:[20,23,48,49],pod_nam:48,point:[18,23,31,42],polar:[13,62],polici:48,polit:62,poll:62,poo:55,pool3:40,pool:[3,10,14,55,58,60],pool_attr:10,pool_bias_attr:10,pool_pad:10,pool_siz:[3,9,10],pool_size_i:9,pool_strid:10,pool_typ:[9,10],pooling_lay:58,pooling_typ:[9,58],poolingtyp:12,popular:[31,56],port:[17,33,43,44,45,48,49],port_num:44,ports_num:45,ports_num_for_spars:[44,45,47],pos:[60,62],pose:18,posit:[3,8,9,13,58,61,62,63],positive_label:8,possibl:[16,21,39,42,54],post1:32,post:[23,24],potenti:42,power:[58,63],practic:[9,31,38,40],pre:[3,9,10,13,16,33,48,49,53,55,61,62,63],pre_dictandmodel:53,precis:[8,32],precision_recall_evalu:8,pred:[58,61],predefin:62,predetermin:[9,45,63],predic:[13,61],predicate_dict:61,predicate_dict_fil:61,predicate_slot:61,predict:[3,4,8,9,11,15,31,38,43,45,53,58,63],predict_fil:45,predict_output_dir:[44,45,58],predict_sampl:5,predicted_label_id:58,prediction1:15,prediction2:15,predictor:60,predin:55,prefer:62,prefetch:40,prefix:[8,18,20,48],pregrad:40,preinstal:32,premodel:53,prepar:[5,23,28,50,58],preprcess:62,preprocess:[13,38,43,49,62],prerequisit:32,present:[16,56,61,63],preserv:25,pretti:31,prev_batch_st:[44,45],prevent:[2,11,16,18,21],previou:[9,10,18,25,40,45,48,61,63],previous:[9,49,56],price:[13,31],primarili:62,principl:16,print:[7,15,16,31,38,45,53,58,60,61,62,63],printallstatu:42,printer:8,printstatu:42,prite:8,privat:27,privileg:48,prob:[8,15,54],probabilist:[9,53],probability_of_label_0:58,probability_of_label_1:58,probabl:[8,9,15,38,39,56,58,61],problem:[5,9,11,16,17,58,61,62],proc:33,proc_from_raw_data:58,proce:[13,18,29,48],procedur:[53,61,63],proceed:[9,61],process:[2,3,5,7,9,10,16,20,21,31,33,38,43,45,47,48,49,53,55,56,58,60,61,62,63],process_pr:58,processdata:[55,56],processor:42,prod:33,produc:[10,13,18,29,33,56,58],product:[0,23,33,40,48,58,62],productgraph:49,profil:[25,32],proflier:42,program:[2,13,16,20,22,29,33,42,43,45],programm:59,progress:[18,21,45],proivid:3,proj:9,project:[9,10,23,27,32,38,40,60],promis:[9,10],prompt:[25,39],prone:16,prop:61,propag:[11,45,47],properli:58,properti:[3,45],propos:63,proposit:61,protect:40,proto:12,protobuf:[23,32],protocol:[8,22,45],prove:58,proven:63,provid:[0,9,13,16,22,23,31,33,38,42,43,48,53,54,55,56,59,62],providermemory_threshold_on_load_data:44,provis:48,provod:3,prune:9,ps_desir:18,pserver:[23,43,44,45,48],pserver_config_proto:22,pserver_cpu:23,pserver_id:19,pserver_mem:23,pserver_num_thread:[44,45],pserverstart_pserv:44,pseudo:[16,23],psize:40,ptr:27,pull:[30,33,53,63],punctuat:62,purchas:58,purpos:[0,18,42],push_back:40,put:[18,33,40,43,49,58],pvc:48,pwd:33,py_paddl:[5,13,54],pydataprovid:[2,3,58],pydataprovider2:[4,5,31,38,58,60,62],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,26,28,30,31,32,39,43,53,54,55,61,62,63],pythonpath:55,pzo:62,qualifi:32,qualiti:58,queri:[9,48,63],question:[9,16,48,61],quick:[45,49,57,63],quick_start:[23,48,49,50,58],quick_start_data:49,quickli:31,quickstart:49,quit:42,quot:59,rac:9,rais:13,ramnath:62,ran:42,rand:[42,45,47,54,61],random:[3,7,9,13,20,28,29,31,45,54,55,61],random_imag:20,randomli:62,randomnumberse:44,rang:[3,9,13,20,29,45,47,55,59,61],rank:[9,16,48,56,58],rare:3,rate:[7,8,11,13,22,40,43,55,58,60,62,63],rather:[5,23,48,62],ratio:45,raw:[9,31,58,62],raw_meta:60,rdma:[32,45],rdma_tcp:[44,45],reach:[18,42,61],read:[2,3,13,15,16,18,20,29,31,38,43,48,56,58,60],read_from_realistic_imag:16,read_from_rng:16,read_lock:19,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,20,63],reader_cr:20,reader_creator_bool:29,reader_creator_random_imag:[13,29],reader_creator_random_image_and_label:[13,29],readi:[18,31,48,49,55],readm:[27,59,60,62],readonesamplefromfil:3,readwritemani:48,real:[3,29,31,54],realist:16,reason:[10,16,18,33,49],rebas:39,recal:8,receiv:[18,23],recent:63,reciev:45,recogn:55,recognit:[3,9,56,62],recommand:3,recommend:[2,10,16,33,38,40,43,45,60],recommonmark:32,recompil:42,record:[21,48,60,61],recordio:[16,20,21],recov:[18,31,54],recoveri:21,rectangular:9,recurr:[61,62],recurrent_group:[10,38],recurrentgradientmachin:27,recurrentgroup:8,recurrentlay:45,recurs:25,recv:48,reduc:[11,43,45,47],refactor:28,refer:[2,5,7,9,10,11,18,21,22,38,40,43,49,53,55,58,60,63],referenc:[9,21],reflect:21,regard:61,regardless:63,regex:60,region:[42,61],regist:[40,42],register_gpu_profil:42,register_lay:40,register_timer_info:42,registri:[23,33,49],regress:57,regular:[7,40,48,55,58,62],rel:[2,10,43],relat:[3,18,23,33,35,49,60,62],relationship:[13,31,54],releas:[30,32,33,35,48,59,61],relev:[61,63],reli:32,reliabl:18,relu:[9,40],remain:58,rememb:9,remot:[7,39,40,43,45,47,48],remoteparameterupdat:45,remov:[13,25,43,45,62],renam:[25,63],reorgan:9,replac:[17,21,33,62],replicaset:23,repo:39,report:[21,42,43],reportdataset:21,repositori:39,repres:[3,5,9,13,21,38,40,48,55,58,59],represent:[22,58,62],reproduc:63,request:[18,30,48,49,53,63],requir:[2,8,9,16,18,22,23,25,40,43,48,49,54,55,58,60],requrest:39,res5_3_branch2c_bn:56,res5_3_branch2c_conv:56,res:61,research:[9,13,55,59,62],resembl:62,reserv:[3,25],reserveoutput:40,reset:[9,18],reshap:29,reshape_s:9,residu:56,resnet:57,resnet_101:56,resnet_152:56,resnet_50:56,resolv:[39,49],resourc:[33,48],respect:[3,31,38,40,45,55,56,61,63],respons:[9,28,48,49],rest:[3,9,23,24,31],restart:[18,22,48,49],restartpolici:[48,49],restrict:45,resu:29,result:[5,6,8,9,15,21,38,42,45,48,55,56,58,60,61,62],result_fil:[8,38],ret_val:60,retir:59,retran:48,retriev:[40,49],return_seq:10,reuqest:30,reus:[29,40],reveal:16,revers:[9,10,38,61,62],review:[13,39,49,58,62],reviews_electronics_5:49,revis:58,rewrit:[17,63],rgb:9,rgen:62,rho:11,rich:31,right:[3,9,17,23,56],rkt:23,rmsprop:58,rmspropoptim:60,rnn:[9,10,41,44,58,62],rnn_bias_attr:38,rnn_layer_attr:38,rnn_out:38,rnn_step:9,rnn_use_batch:[44,45],rnnlm:13,robot:55,role:[13,16,21,22,38,48,57,62],roman:62,romanc:59,root:[11,12,43,48,49],root_dir:43,rot:9,roughli:[3,54],routin:60,routledg:62,row:[5,8,9,13,40,56],row_id:9,rpc:21,rpcserver:21,rsize:48,rtype:[9,60],rule:[8,40,48],run:[16,18,23,33,39,40,41,42,45,48,50,51,53,55,56,58,60,62,63],runinitfunct:42,running_on_cloud:23,runtim:[2,3,32,33,43],s_fusion:60,s_id:60,s_param:54,s_recurrent_group:38,sacrif:2,safe:23,sai:[31,45,47],sake:40,sale:59,same:[3,5,8,9,10,16,21,22,38,43,47,48,53,58,60,61,62,63],samping_id:9,sampl:[3,5,8,13,43,45,47,53,54,56,58,60,61,62,63],sample_dim:54,sample_id:8,sample_num:8,santiago:62,satifi:8,satisfi:[43,48,58],save:[3,9,13,18,20,21,22,23,31,45,47,48,49,55,56,58,60,61,62,63],save_dir:[31,45,47,49,54,55,58,60,61,62,63],save_only_on:[44,45],saving_period:[44,45],saving_period_by_batch:[44,45,47,58],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,56,59,60],scalingproject:9,scan:21,scatter:9,scenario:[31,44],scene:44,schdule:48,schedul:[21,23,48,54],scheduler_factor:7,schema:53,scheme:[8,61],schmidhub:62,schwenk:63,sci:59,scienc:62,scientist:[0,59],score:[8,9,60,62,63],screen:60,scrip:58,script:[5,13,43,48,55,56,58,61,62,63],seaplane_s_000978:55,search:[9,18,32,38,45,61,63],seat:63,second:[3,9,13,16,25,29,31,33,39,43,53,56,58,59,60,62],secret:48,section:[3,38,40,43,48,58],sed:62,see:[3,5,9,10,16,18,31,33,39,42,48,53,54,56,58,60,62,63],seed:[42,45],seem:17,segment:8,segmentor:53,sel_fc:9,select:[9,39,48,59,63],selectiv:9,selector:49,self:[31,40,59,62],selfnorm:9,semant:[13,16,30,38,57,62],semat:16,sen_len:61,send:[18,22,45,48],sent:[16,22,49],sent_id:38,sentenc:[3,9,13,38,58,61,62,63],sentiment:[3,31,57,58,61],sentiment_data:62,sentiment_net:62,sentimental_provid:3,separ:[3,8,45,53,58,59,60,61,63],seq:[9,13,60],seq_pool:9,seq_text_print:8,seq_to_seq_data:[53,63],seq_typ:[3,13,60],seqtext_printer_evalu:[8,38],seqtoseq:[9,38,53,63],seqtoseq_net:[9,38,53,63],sequel:3,sequenc:[3,6,8,9,10,12,13,40,53,58,60,61,62,63],sequence_conv_pool:58,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:[3,9],sequenti:[9,38,58,61],seri:[10,62],serial:[3,15,21,22,28],serv:[33,42,48,54],server:[16,17,33,40,43,44],serverless:18,servic:[33,59],session:[33,42],set:[2,3,5,7,8,9,10,13,15,16,18,23,31,32,33,35,38,40,41,42,43,44,45,47,48,49,53,55,56,58,59,60,61,62,63],set_active_typ:40,set_default_parameter_nam:7,set_drop_r:40,set_input:9,set_siz:40,set_typ:40,setp:48,settup:40,setup:[3,33,40,58],sever:[3,8,9,28,43,47,48,57,58,60,61,62,63],sgd:[11,15,16,18,23,28,43,54,62,63],sgdasync_count:44,shallow:61,shape:[9,15,56],shard:[18,19,20,21,22,48],share:[9,17,27,28,32,33,42,45,49,61],shared_bia:10,shared_bias:9,shared_librari:17,shared_ptr:[26,27],shell:[48,56],shift:56,ship:55,shold:62,shop:62,shorten:9,shorter:56,should:[3,5,8,9,13,15,16,22,23,28,29,31,35,38,39,43,48,55,58,60,61,62,63],should_be_fals:16,should_be_tru:16,should_shuffl:[3,61],shouldn:39,show:[5,8,11,13,18,25,31,39,45,48,49,53,56,58,60,61,62,63],show_check_sparse_distribution_log:[44,45],show_layer_stat:[44,45],show_parameter_stats_period:[44,45,47,49,58,61,62,63],shown:[3,9,16,38,40,42,48,54,55,56,58,60,62,63],shrink:40,shuf:60,shuffl:[3,13,60,62],sid:48,side:[9,15,28,56],sig:48,sigint:43,sigmoid:[9,10,40],sign:[24,48],signal:43,signatur:48,signific:42,similar:[9,29,48,58,60],similarli:[9,61],simpl:[2,3,6,8,9,10,13,15,32,33,39,42,45,58,60,61,62],simple_attent:38,simple_gru:58,simple_lstm:[9,58],simple_rnn:[9,38],simpler:28,simplest:48,simpli:[2,9,16,22,32,33,38,39,42,53,56,60,62,63],simplifi:[16,40,49],simultan:48,sinc:[9,18,21,29,31,33,42,48,54,58,59,63],sincer:[39,62],singl:[3,8,10,13,18,33,40,43,49,56,58,61,63],sinlg:15,site:48,six:[53,61,63],size:[3,8,9,10,11,13,18,20,29,31,38,40,43,45,54,55,56,58,59,60,61,62,63],size_a:9,size_b:9,size_t:40,sizeof:53,skill:63,skip:[29,31,43,48,56],slide:[9,11,13,18],slightli:55,slope:9,slot:[60,61],slot_dim:60,slot_nam:60,slottyp:60,slow:[3,42],small:[3,13,40,43,45,55,63],small_messag:[44,45],small_vgg:55,smaller:[9,18],smith:62,smooth:9,snap:49,snapshot:[19,48],snippet:[38,40,42,48,58],social:62,sock:23,sock_recv_buf_s:[44,45],sock_send_buf_s:[44,45],socket:45,softmax:[9,10,16,38,40,53,58,61,62],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[38,58],softwar:[33,42],solv:[16,61],solver:63,some:[3,7,9,13,15,16,17,21,22,23,31,32,39,40,42,44,45,47,48,54,58,59,60,61,62,63],some_c_api_funct:27,some_inst:27,some_python_class:26,somecppclass:26,somedata:15,somegotyp:26,someth:[3,9],sometim:[11,29,42,62],somewhat:22,soon:18,sophist:[31,40,43],sort:[9,13,45,48,60,62,63],sourc:[0,9,13,17,25,27,29,31,33,38,39,48,49,53,58,60,63],source_dict_dim:38,source_language_word:38,space:[8,33,38,42],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,40,43,45,48,58],sparse_binary_vector:[3,13,58],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:40,sparseprefetchrowcpumatrix:40,spatial:[9,55],speak:[38,63],spec:[48,49],specfii:45,speci:55,special:[9,22,32,53,58,63],specif:[2,25,47,55,58,60],specifi:[2,3,8,9,13,16,21,22,23,25,31,32,38,40,45,48,54,55,56,58,59,60,62,63],speech:9,speed:[10,33],spefici:56,sphinx:[26,32,33],sphinx_rtd_them:32,split:[3,9,43,47,48,53,56,58,61],split_count:48,sql:2,squar:[9,11,12,31],squarerootnpool:9,squash:63,srand:45,src:[17,63],src_backward:38,src_dict:38,src_embed:38,src_forward:38,src_id:38,src_root:5,src_word_id:38,srl:[13,61],ssd:9,ssh:[33,43,48,49],sshd:33,ssl:32,sstabl:16,stabl:[30,48],stack:[31,48,58,61],stacked_lstm_net:62,stacked_num:62,stackexchang:9,stage:43,stake:63,stale:[18,39],stamp:42,standard:[7,53,55,61,62,63],stanford:[13,49],star:59,start:[9,15,18,21,22,23,28,31,33,38,39,42,43,45,52,53,57,60,63],start_pass:[44,45],start_pserv:45,startup:[18,23,48],stat:[32,42,45,61,62,63],state:[9,10,18,31,38,45,49,54,61,63],state_act:[9,10],statement:[40,48],staticinput:[9,38],statist:[9,45,58,61,62,63],statset:42,statu:[23,39,42,48,49],status:49,std:[17,26,27,40,45],stderr:43,stdout:43,step:[5,9,10,12,18,22,28,33,38,40,42,43,48,49,58,60,61,62,63],still:[21,56],stmt1482205552000:48,stmt1482205746000:48,stochast:[11,18,21],stock:62,stop:[9,33,43,45,49,60],storag:[24,48,49,55],store:[8,9,13,28,40,43,45,48,49,53,55,56,58,60,61,62,63],str:[15,23,47],straight:39,strategi:[3,12,18,45,61],street:[9,61],strength:54,strict:29,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,21,25,40,45,48,62],strip:[58,60,61],struct:[21,22,24,27],structur:[13,21,43,48,53,55,58,60,61,62,63],sts:48,stub:9,student:59,stuff:39,stun:3,style:[3,9,32,39],sub:[8,9,13,16,28,38,40,55,58,63],sub_sequ:[3,9],subcommand:25,subgradi:11,submit:[39,44,45,48],subnet0:48,subnet:[16,48],subobjectpath:49,subsequenceinput:9,subset:[40,63],substanti:56,substitut:63,succe:62,succeed:[21,49],success:[22,48,49,56,61],successfulcr:49,successfuli:62,successfulli:[56,60,62],successor:[45,63],sucessfulli:63,sudo:[32,35,48,55],suffic:[29,31],suffici:45,suffix:[23,63],suggest:[9,17,42],suitabl:[39,45,55],sum:[9,11,19,38,40],sum_:9,sum_evalu:8,summar:[58,62],sumpool:9,support:[7,8,9,12,13,18,23,28,29,32,33,35,38,40,42,45,48,61],suppos:[17,31,40,58],suppress:25,sure:[39,40,48,55,62],survei:62,swagger:24,swap_channel:56,swig:[5,26,27,32],swig_paddl:[5,13,54],symbol:[9,27],sync:[18,39,45,54],syncflag:40,synchron:[11,18,21,43,45,48],syntact:61,syntax:[29,60],synthect:31,synthes:54,synthet:31,sys:56,system:[17,18,22,24,32,33,43,49,58,61,62,63],t2b:53,t_i:9,tab:[33,58],tabl:[3,8,9,56,58,63],tableproject:9,tag:[8,13,33,38],tagtyp:8,take:[3,5,8,9,10,16,17,38,40,42,48,49,54,61,63],taken:[3,61],tanh:[9,10,40],tanhactiv:38,taobao:62,tar:[32,48],tarbal:48,target:[9,13,15,17,38,53,58,63],target_dict_dim:38,target_dictionary_dim:9,target_language_embed:9,target_language_word:38,target_link_librari:17,targetinlink:9,task:[3,8,9,31,38,47,53,56,61,62,63],task_queu:21,taskentri:21,taskqueu:21,tconf:62,tcp:[45,48],teach:58,tear:42,technic:18,technician:59,techniqu:[38,40],tee:[49,55,60,61,62,63],tell:[18,21,22,33,42,60],tellig:62,templat:[49,61],tempor:[9,58,61],temporari:23,tensor:17,tensor_test:17,term:[9,10,18,61,62],termin:49,terminolog:31,tese:2,tesh:61,test100:13,test10:13,test1:20,test:[2,3,9,13,15,16,17,27,29,30,32,33,35,39,42,43,44,53,55,56,58,59,63],test_all_data_in_one_period:[49,55,60,61,62],test_data:63,test_fcgrad:40,test_gpuprofil:42,test_layergrad:40,test_list:[3,31,55,58],test_part_000:62,test_pass:[44,45,47,63],test_period:[44,45,47],test_ratio:60,test_wait:[44,45],testa:16,testb:16,testbilinearfwdbwd:42,testconfig:40,tester:[60,63],testfcgrad:40,testfclay:40,testlayergrad:40,testmodel_list:44,testq:16,testresult:15,testsave_dir:44,testutil:40,text1:25,text:[2,3,8,10,13,16,33,38,48,53,57,58,60,62],text_conv:58,text_conv_pool:60,text_fil:[13,62],tflop:42,tgz:[13,32],than:[3,5,7,8,9,10,18,23,32,33,38,40,43,48,56,61,62,63],thank:[0,53,63],thei:[3,16,17,18,22,25,31,33,38,40,42,43,44,48,56,62],them:[2,3,10,16,18,23,29,31,33,38,42,44,45,48,55,56,58,60,62,63],theori:42,therefor:32,therein:9,therun:56,thi:[2,3,7,8,9,10,11,13,15,16,17,18,21,22,23,28,29,31,32,33,35,38,39,40,42,43,45,47,48,49,53,54,55,56,58,59,60,61,62,63],thing:[3,31,38,39,42,60,61],think:[16,17],third:[9,18,42,56,62],those:[17,18,56,61],thought:[17,42],thread:[40,42,45,47,60,61,62,63],thread_local_rand_use_global_se:[44,45],threadid:47,threadloc:42,three:[3,8,9,18,28,29,31,38,45,54,56,62,63],threshold:[7,8,18,21,45,62],thriller:59,through:[5,9,18,21,38,40,42,43,53,54,55,62,63],throughout:58,throughput:42,thu:[3,9,31,40,48,63],tier:49,tight:32,time:[3,9,10,12,13,16,17,18,21,29,31,38,42,45,47,49,58,59,61,62,63],timelin:[9,42],timeo:48,timeout:[18,21],timer:32,timestamp:[9,19,59],timestep:[3,9],titil:60,titl:[13,39,59,60],tls:24,tmall:62,todo:[8,10,13,18,21],toend:9,togeth:[3,9,10,13,15,38],token:[8,9,16,38,53,62,63],too:[13,33,35],tool:[33,38,39,48,62],toolchain:32,toolkit:[32,35],top:[8,56,61],top_k:8,topolog:[13,16,18,28],topolopi:15,toronto:[13,55],total:[15,18,29,42,43,49,53,63],total_pass:29,touch:62,tourism:62,tourist:63,toward:31,tra:63,track:[18,21],tractabl:9,tradesman:59,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,8,9,11,13,20,21,22,28,38,40,41,42,44,50,51,56],train_conf:[53,63],train_config_dir:48,train_data:63,train_id:48,train_list:[3,31,55,56,58],train_part_000:62,trainabl:9,traindot_period:44,trainer:[3,5,16,19,20,21,28,31,40,43,45,47,54,58,61,62,63],trainer_config:[2,3,31,43,48,49,58,60,62],trainer_config_help:[3,31,40,55,58,60],trainer_count:[44,45,47,48,49,60,61,62,63],trainer_cpu:23,trainer_cr:23,trainer_gpu:23,trainer_id:[45,48],trainer_mem:23,trainer_packag:23,trainerintern:[58,60,63],training_machin:54,trainingtest_period:44,trainonedatabatch:54,tran:[40,45],trane:3,transact:[18,21,62],transfer:[2,3],transform:[9,38,40,54,55,58,61],transform_param_attr:10,translat:[9,10,31,53,60,62,63],transpar:43,transport:45,transpos:[9,40,54],transposedfullmatrixproject:9,travel:3,travi:[32,39],treat:[9,22,38],treatment:22,tree:[9,39,45,63],trg:63,trg_dict:38,trg_dict_path:38,trg_embed:38,trg_id:38,trg_ids_next:38,triain:2,tricki:26,trigger:28,trivial:3,trn:58,truck:55,true_imag:29,true_label:29,true_read:29,truth:[8,9,58,63],tst:58,tune:[7,41,58,60,63],tuninglog_barrier_abstract:44,tupl:[3,9,13,15,29],ture:9,turn:[9,29,54],tutori:[33,38,39,40,42,43,48,49,50,51,56,58],tweet:62,twelv:63,twitter:62,two:[2,3,8,9,10,16,22,23,25,29,31,33,38,42,43,47,48,53,54,55,56,58,60,61,62,63],txt:[3,17,23,25,40,43,48,58,60,62],type:[3,8,9,10,12,13,15,16,18,21,23,24,25,26,27,29,31,33,38,40,45,47,48,49,55,56,58,60,61],type_nam:60,typedef:[22,26,27],typic:[5,8,33,42,62],ubuntu:[30,35],ubyt:29,uci:13,ufldl:9,uid:49,uint32:24,uint64:26,uint64_t:26,unawar:22,unbalanc:45,unbound:38,unconstrain:62,under:[21,31,32,33,48,59,62],underli:31,understand:[33,42,53,55,62],understudi:63,undeterminist:42,unemploi:59,unexist:61,uniform:[7,9,13,20,29,45,54],uniqu:[16,18,23,39,45,48],unique_ptr:40,unit:[9,10,17,31,32,33,38,39,61],unittest:27,unittestcheckgrad_ep:44,univ:63,unix:43,unk:[53,63],unk_idx:[58,61],unknown:9,unlabel:62,unlik:[61,62,63],unseg:9,unsup:62,unsupbow:62,until:[18,22,43,48,61],unus:60,unzip:60,updat:[7,9,18,21,22,24,28,32,40,43,45,47,62],update_equ:15,updatecallback:40,updatestack:48,upload:[18,23,24],upon:[0,61],upstream:39,uri:48,url:[13,35,62],urls_neg:62,urls_po:62,urls_unsup:62,usag:[2,3,8,9,10,13,15,28,31,42,53,54,60],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,18,28,31,32,33,34,35,38,39,40,42,43,45,47,48,49,53,54,55,56,58,59,60,61,62,63],use_global_stat:9,use_gpu:[44,45,47,49,54,55,56,58,60,61,62,63],use_jpeg:55,use_old_updat:[44,45],use_seq:[31,60],use_seq_or_not:60,used:[2,3,5,8,9,10,11,12,13,15,16,18,28,29,31,34,35,38,40,42,43,44,45,47,48,53,55,56,58,60,61,62,63],useful:[2,3,9,10,38,40,47,58,61,62],usegpu:[40,54],useless:43,user:[2,3,7,9,10,13,15,16,20,21,23,25,29,31,33,39,43,44,45,48,56,58,61],user_featur:60,user_head:60,user_id:60,user_info:13,user_meta:60,user_nam:[20,60],usercert:20,userid:59,userinfo:13,userkei:20,usernam:[20,39],uses:[3,18,28,38,39,40,45,48,55,56,58,60,63],using:[2,3,5,7,9,10,13,16,17,18,21,22,23,25,29,31,33,38,39,40,42,45,47,48,49,53,54,55,56,58,61,62],usr:[32,43,45,48],usrdict:53,usrmodel:53,usual:[9,13,15,23,31,32,42,45,47,48,62],utf:53,util:[5,32,38,40,42,55,60,62],uuid:19,v28:9,valid:[29,48,56,62],valu:[3,5,7,8,9,11,12,13,15,18,28,31,38,40,45,47,48,54,55,56,61,62],value1:45,value2:45,value_printer_evalu:8,value_rang:13,vanilla:38,vanish:62,vari:[42,48],variabl:[3,9,13,16,31,32,35,40,43,48,49,62],varianc:[9,56],variant:33,vast:39,vector:[3,9,10,13,16,22,38,40,53,58,60,62,63],vectorenable_parallel_vector:44,verb:[13,61],verbos:25,veri:[3,9,12,21,28,38,42,55,58,62],verifi:[39,40],versa:32,version:[9,10,23,25,30,32,33,35,40,42,43,44,45,48,49,53,55,59,61,62,63],versu:16,vertic:[9,56],vgg:[10,55],vgg_16_cifar:55,via:[18,29,32,42,43,48,58],vice:32,view:9,vim:39,virtual:33,virtualenv:60,visibl:33,vision:55,visipedia:55,visual:[9,33,42],viterbi:61,voc_dim:58,vocab:62,volum:[33,49],volumemount:[48,49],volumn:48,voluntarili:59,vutbr:13,wai:[3,8,9,10,16,22,31,33,38,40,43,47,60,61,63],wait:[11,18,22,45],walk:[5,54],wall:61,want:[3,9,10,16,23,29,31,32,33,40,45,47,53,56,58,60,61,62],war:59,warn:[9,25],warp:[9,42],watch:18,wbia:[48,56],web:33,websit:[55,58,61,62],wei:[61,62],weight:[8,9,10,11,38,40,45,47,55,56],weight_act:10,weightlist:40,weights_:40,weights_t:40,welcom:[17,60,62],well:[23,33,40,45,48,55,58],were:[8,17],west:48,western:59,wether:9,what:[7,9,10,11,17,31,43,58,60],wheel:32,when:[2,3,7,8,9,13,15,17,18,21,22,23,25,28,35,38,39,40,42,45,47,48,49,53,54,55,61,62,63],whenev:60,where:[3,9,10,11,16,18,31,38,40,42,43,45,47,53,56,61,63],wherea:21,whether:[8,9,10,29,40,45,54,55,60,62,63],which:[0,2,3,5,8,9,10,11,13,16,18,20,21,22,23,28,29,31,35,38,40,42,43,45,47,48,54,55,56,58,59,60,61,62,63],whichev:54,whl:32,who:[53,56,59],whoever:22,whole:[3,8,13,26,27,48,49,58,59,60,63],whole_cont:60,whose:[3,9,13,18,38,60,61],why:[10,27],wide:61,width:[8,9,13,26,29,40,55,63],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,33,62],wise:9,with_avx:33,with_avxcompil:32,with_coveragecompil:32,with_doccompil:32,with_doubl:40,with_doublecompil:32,with_dsocompil:32,with_gpu:33,with_gpucompil:32,with_profil:42,with_profilercompil:32,with_pythoncompil:32,with_rdmacompil:32,with_style_checkcompil:32,with_swig_pycompil:32,with_test:33,with_testingcompil:32,with_tim:42,with_timercompil:32,within:[9,21,31],without:[8,9,18,22,29,43,62],wmt14:63,wmt14_data:63,wmt14_model:63,wmt:63,wmt_shrinked_data:13,woboq:33,won:[42,56],wonder:3,word2vec:23,word:[3,8,9,13,38,47,57,60,61,62,63],word_dict:[58,61],word_dim:58,word_id:3,word_idx:13,word_slot:61,word_vector:58,word_vector_dim:[9,38,53],words_freq_sort:13,work:[3,5,13,16,17,18,29,32,38,39,40,42,43,45,48,49,58,60],worker:48,workercount:48,workflow:[33,39,48],workspac:[33,45,60],worri:31,wors:54,would:[15,17,18,28,29,33,43,48,54,58,61],wrap:61,wrapper:[10,17,42],writ:60,write:[3,13,16,18,29,33,38,39,41,43,48,55,60,61,63],write_lock:19,writelin:31,writer:[16,59],written:[60,62],wrong:[3,29],wsize:48,wsj:61,www:[9,13,55,63],x64:32,xarg:40,xgbe0:45,xgbe1:45,xiaojun:62,xrang:[29,31,40],xxbow:62,xxx:[16,56,63],xxxx:19,xxxxxxxxx:48,xxxxxxxxxx:48,xxxxxxxxxxxxx:48,xxxxxxxxxxxxxxxxxxx:48,xzf:32,y_i:9,y_predict:31,yaml:[48,60],yancey1989:23,yann:13,year:59,yeild:[15,55],yield:[3,13,16,20,29,31,38,58,60,61,62],you:[2,3,5,7,9,10,23,31,32,33,35,38,39,40,42,43,45,47,48,53,54,55,56,58,60,61,62,63],your:[3,9,16,17,23,25,32,33,40,42,43,47,48,58,62],your_access_key_id:48,your_secrete_access_kei:48,your_source_root:27,yum:32,yuyang18:[10,13],zachari:62,zeng:62,zero:[3,7,9,11,13,18,28,40,45,48,58],zhidao:53,zhou:[61,62],zip:[13,59],zone:48,zxvf:48},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","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","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":26,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":26,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":26,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":26,"\u4ec5\u4ec5\u4f7f\u7528void":26,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":26,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":27,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":27,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":24,"\u5206\u652f\u89c4\u8303":30,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":26,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":26,"\u539f\u56e0\u5217\u8868":26,"\u53c2\u8003\u6587\u6863":24,"\u540d\u8bcd\u89e3\u91ca":24,"\u57fa\u672c\u8981\u6c42":26,"\u5b9e\u73b0":26,"\u5b9e\u73b0\u65b9\u5f0f":27,"\u5bfc\u51fac":26,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":26,"\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":24,"\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":27,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":24,"\u6846\u67b6\u751f\u6210":24,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":24,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":27,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":24,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":24,"\u76ee\u5f55\u7ed3\u6784":27,"\u76ee\u6807":24,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":26,"\u7c7b":26,"\u7f16\u8bd1\u9009\u9879":27,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":26,"\u80cc\u666f":26,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":24,"\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":26,"\u8fdb\u884c\u8bad\u7ec3":20,"book\u4e2d\u6240\u6709\u7ae0\u8282":30,"case":47,"class":[28,40],"filemanager\u8bbe\u8ba1\u6587\u6863":24,"function":[17,53],"new":40,"paddle\u52a8\u6001\u5e93\u4e2d":26,"paddle\u53d1\u884c\u89c4\u8303":30,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":30,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":26,"return":29,AWS:48,Abs:6,DNS:48,EFS:48,For:49,KMS:48,The:[22,28],Use:[47,49],Using:[22,33,39],With:[23,33],about:0,access:48,account:48,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:48,address:48,addto:9,adversari:54,aggreg:9,aggregatelevel:9,algorithm:[18,58],analysi:62,api:[1,4,27,33],appendix:58,applic:4,approach:42,architectur:[38,58],argument:[25,29,44,47,58],asset:48,associ:48,async:45,attent:38,attribut:7,auc:8,avg:12,aws:48,background:31,base:23,basepool:12,batch:29,batch_norm:9,batch_siz:29,beam_search:9,between:16,bidirect:62,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:63,block_expand:9,book:33,brelu:6,bucket:48,build:[32,34,49],built:42,cach:3,capi:27,capi_priv:27,cento:32,check:[9,40,43],checkpoint:[18,19],chines:53,choos:48,chunk:8,cifar:13,classif:[8,55],classification_error:8,classification_error_print:8,client:22,clone:39,cloudform:48,cluster:[43,47,48],cmake:17,code:[23,39],column_sum:8,command:[46,47,58,63],commit:[39,49],common:45,commun:45,compos:29,concat:9,concept:48,config:[4,47,60,61],configur:[14,38,41,43,48,58,60],conll05:13,connect:9,contain:[33,49],content:[27,42,48],context_project:9,contribut:39,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[55,58],core:48,cos_sim:9,cost:9,cpu:[33,47],creat:[29,39,48,49],creation:21,creator:29,credenti:48,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:29,dat:59,data:[9,13,18,29,31,38,48,49,53,54,55,58,60,61,62,63],datafeed:13,dataprovid:[3,4,45],dataset:[13,18,21,59,60,63],datatyp:13,date:39,debian:35,decayedadagrad:11,decor:29,defin:[48,58,62,63],delet:48,delv:55,demo:48,depend:32,deploi:23,deriv:40,descript:[25,45,54,59,61],design:[16,18,21,22,28,29],destroi:48,detail:[45,55],develop:[33,41],devic:47,dictionari:[29,53],differ:47,directori:48,dispatch:[18,21],distribut:[16,18,23,43,45,48],doc:[16,18,21,22,28,29],docker:[23,33,49],document:[33,52],dotmul_oper:9,dotmul_project:9,down:48,download:[32,48,49,53,56,60,63],dropout_lay:10,dylib:27,dynam:18,ec2:48,elast:48,embed:[9,53,58],entri:29,environ:23,eos:9,equat:40,evalu:[8,31,60],evalutaion:63,event:[15,16],exampl:[16,17,27,53,54],exercis:55,exp:6,expand:9,expandlevel:9,extern:48,extract:[53,56,60,63],fault:18,featur:[56,59,60,61],field:60,file:[48,49,58,59,60],find:48,first_seq:9,fork:39,format:[18,58],from:[16,32,34],full_matrix_project:9,fulli:9,gan:54,gate:38,gener:[38,54,63],get:[36,49],get_output:9,github:39,gpu:[33,42,45,47],gradient:[22,40],gradient_print:8,group:[9,48],gru:[10,45],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:35,hand:42,handler:[16,26],hook:39,how:[29,41,42],hsigmoid:9,huber_cost:9,iam:48,ident:6,identity_project:9,imag:[9,10,23,33,49,55],imagenet:56,imdb:[13,62],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[17,29,40,54],infer:[15,58],info:56,ingredi:16,ingress:24,init_hook:3,initi:[22,47,48],input_typ:3,inspect:48,instal:[32,34,35,48,58],instanc:48,integr:48,interfac:[13,18,22,29,56],interpol:9,introduct:[2,53,56,62,63],isn:29,job:[18,23,43,48,49],join:9,keep:39,kei:48,kill:43,kube:48,kubectl:48,kubernet:[23,48,49],label:61,lambda_cost:9,last_seq:9,lastest:39,launch:43,layer:[9,16,40,47],libpaddle_capi_shar:27,libpaddle_capi_whol:27,librari:22,line:[46,58],linear:[6,31],linear_comb:9,list:[19,29],local:[47,48],log:[6,58],logic:21,logist:58,lstm:[10,45,61,62],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:29,master:[18,21,23],math:9,matrix:45,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:60,mini:29,minibatch:13,misc:10,mix:[9,47],mnist:[13,54],model:[3,4,14,16,22,31,33,37,38,43,47,53,54,55,56,57,58,63],modifi:49,momentum:11,movi:[59,60],movielen:[13,59,60],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:29,name:48,nce:9,need:[29,42],network:[10,38,47,54,55,56,58,60,61],neural:[38,55,58,60,61],neuralnetwork:31,nlp:[10,45],non:3,norm:9,nvprof:42,nvvp:42,object:[18,60],observ:[53,56],onli:[29,33],optim:[11,18,22,41,58],option:[25,32,53],order:25,outlin:44,output:[43,48],overview:58,packag:35,pad:9,paddl:[29,30,49],paddlejob:23,paddlepaddl:[16,33,34,48,52,53,63],pair:48,parallel_nn:47,paramet:[7,15,16,18,22,23,28,45,46,48,53,56],paraphras:53,partit:22,pass:47,path:25,perform:[42,45],persist:21,pfsclient:[24,25],pfsserver:24,pnpair:8,point:48,pool:[9,12],power:9,pre:39,precision_recal:8,predict:[5,55,56,60,61,62],prefetch:29,prepar:[31,38,43,48,53,54,55,60,62,63],preprocess:[53,55,58,60,63],prerequisit:43,pretrain:[53,63],print:8,privat:48,problem:31,process:[18,22,23],profil:42,project:17,provid:[3,29,58,60,61],pull:39,push:39,pydataprovider2:3,python:[5,23,29,33,40,56,58,60],queue:[18,21],quick:58,randomnumb:45,rank:8,rank_cost:9,rat:60,rate:59,reader:[13,16,29],recoveri:18,recurr:[9,10,38,58],recurrent_group:9,refer:[3,42,61,62],region:48,regress:[31,58,60],regular:22,relu:6,render:48,repeat:9,request:39,requir:[17,32,39],reshap:9,resnet:56,result:[43,49,63],retri:21,revis:[39,53],rmsprop:11,rnn:[37,38,45],role:61,rotat:9,route53:48,run:[43,49,61],runtim:23,sampl:9,sampling_id:9,scale:[9,18],scaling_project:9,script:49,secur:48,select:22,selective_fc:9,semant:61,sentiment:[13,62],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:38,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[18,21,22,23,45,48],servic:48,set:46,setup:[32,48],sgd:45,share:16,shuffl:29,sigmoid:6,simpl:[31,38],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:29,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[32,34],span:32,spars:[22,47],specifi:[47,53],split:60,spp:9,squar:6,squarerootn:12,stack:62,standard:58,stanh:6,start:[16,36,48,49,58],startup:49,store:18,structur:54,subcommond:25,submit:23,suffici:29,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:58,synopsi:25,system:48,tabl:27,table_project:9,take:29,tanh:6,task:[18,21],tear:48,templat:48,tensor:9,test:[40,45,47,60,61,62],text:63,text_conv_pool:10,timer:42,tip:42,todo:[19,20],toi:54,toler:18,tool:42,train:[15,16,18,23,29,31,33,43,45,47,48,49,53,54,55,58,60,61,62,63],trainer:[15,18,22,23,48,60],tran:9,trans_full_matrix_project:9,transfer:58,tune:[42,45],tutori:[53,55,57,61,62,63],ubuntu:32,uci_h:13,unit:[40,45],updat:[16,39,48],usag:[29,33,41],use:29,user:[18,53,59,60,62,63],util:8,value_print:8,vector:45,verifi:48,version:39,vgg_16_network:10,visual:56,volum:48,vpc:48,warp_ctc:9,what:42,why:[29,42],wmt14:13,word:[53,58],work:33,workflow:63,workspac:43,wrapper:40,write:[40,58],yaml:49,your:39,zoo:[56,57]}})