Search.setIndex({docnames:["about/index_en","api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/reader/README","design/releasing_process","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/ubuntu_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["about/index_en.rst","api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/reader/README.md","design/releasing_process.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/ubuntu_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[3,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":51,"00186201e":5,"00m":35,"02595v1":9,"03m":35,"0424m":35,"0473v3":10,"055ee37d":41,"05d":48,"0630u":35,"06u":35,"0810u":35,"08823112e":5,"0957m":35,"0ab":9,"0rc1":23,"0rc2":[23,26],"0th":56,"10007_10":55,"10014_7":55,"100gb":35,"100gi":41,"10m":35,"1150u":35,"11\u5b9e\u73b0\u4e86c":21,"11e6":42,"12194102e":5,"124n":35,"13m":42,"1490u":35,"15501715e":5,"1550u":35,"15mb":51,"1636k":56,"16mb":51,"16u":35,"173m":49,"173n":35,"1770u":35,"18ad":41,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":42,"197u":35,"1gb":35,"1st":[46,49,55,56],"202mb":56,"210u":35,"211839e770f7b538e2d8":10,"215n":35,"228u":35,"234m":49,"2520u":35,"252kb":51,"25639710e":5,"25k":51,"2680u":35,"27787406e":5,"279n":35,"27m":35,"285m":35,"2863m":35,"28m":35,"28x28":3,"2977m":35,"2cbf7385":41,"2nd":[9,55,56],"302n":35,"30u":35,"32777140e":5,"328n":35,"32u":35,"32x32":[13,48],"331n":35,"3320u":35,"36540484e":5,"365e":41,"36u":35,"3710m":35,"3768m":35,"387u":35,"38u":35,"3920u":35,"39u":35,"3rd":[53,55,56],"4035m":35,"4090u":35,"4096mb":38,"4279m":35,"43630644e":5,"43u":35,"448a5b355b84":42,"4560u":35,"4563m":35,"45u":35,"4650u":35,"4726m":35,"473m":42,"48565123e":5,"48684503e":5,"49316648e":5,"4gb":38,"50bd":41,"50gi":41,"51111044e":5,"514u":35,"525n":35,"526u":35,"53018653e":5,"536u":35,"5460u":35,"5470u":35,"54u":35,"55g":56,"5690m":35,"573u":35,"578n":35,"5798m":35,"586u":35,"58s":42,"5969m":35,"6080u":35,"6082v4":9,"6140u":35,"6305m":35,"639u":35,"655u":35,"6780u":35,"6810u":35,"682u":35,"6970u":35,"6ce9":41,"6node":36,"6th":56,"704u":35,"70634608e":5,"7090u":35,"72296313e":5,"72u":35,"73u":35,"75u":35,"760u":35,"767u":35,"783n":35,"784u":35,"78m":35,"7eamaa":13,"7kb":42,"8250u":35,"8300u":35,"830n":35,"849m":35,"85625684e":5,"861u":35,"864k":56,"8661m":35,"892m":35,"901n":35,"90u":35,"918u":35,"9247m":35,"924n":35,"9261m":35,"93137714e":5,"9330m":35,"94u":35,"9530m":35,"96644767e":5,"983m":35,"988u":35,"997u":35,"99982715e":5,"99m":49,"99u":35,"9f18":42,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":18,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":23,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":21,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":20,"\u4e0d\u4f7f\u7528c":20,"\u4e0d\u4f7f\u7528swig":20,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":20,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":20,"\u4e0d\u5728":21,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":20,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":20,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":20,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":23,"\u4e0e\u53ef\u80fd\u6709\u7684":23,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":20,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":21,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":20,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":20,"\u4e2a\u6027\u5316\u63a8\u8350":23,"\u4e2d":[20,21],"\u4e2d\u5199\u5165json\u5185\u5bb9":18,"\u4e2d\u5b8c\u5168\u4e00\u81f4":20,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":21,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":21,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":21,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":20,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":21,"\u4e5f\u4e0d\u751f\u6210":21,"\u4e66\u5199":20,"\u4eba\u8138\u8bc6\u522b":19,"\u4ec5\u4ec5\u4f7f\u7528":20,"\u4ece":23,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":18,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":18,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":21,"\u4ed6\u662f\u5c06":21,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":20,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":20,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":19,"\u4ee3\u8868shard\u7684index":19,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":19,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":19,"\u4ee5\u4e0b":19,"\u4ee5\u53canumpi":19,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":18,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":20,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":20,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":19,"\u4f20\u5165":19,"\u4f46":21,"\u4f46\u4e0d\u66b4\u9732":21,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":23,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":23,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":21,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":20,"\u4f7f\u7528":[21,23],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":19,"\u4f7f\u7528\u52a8\u6001\u5e93":20,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":18,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":21,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":21,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":18,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":20,"\u4f7f\u7528c":21,"\u4f7f\u7528c99\u505a\u63a5\u53e3":20,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":20,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":20,"\u4f7f\u7528regress":23,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":20,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":20,"\u4f7f\u7528void":20,"\u4f8b\u5982":[20,21,23],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":20,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":20,"\u4f8b\u5982\u5bf9\u4e8epython":20,"\u4f8b\u5982c":20,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":20,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":20,"\u4f8b\u5982python\u7684":20,"\u4f9d\u6b21\u7c7b\u63a8":23,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":20,"\u4fee\u590d\u6240\u6709bug\u540e":23,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":23,"\u4fee\u590dubuntu":23,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":23,"\u505a\u63a5\u53e3":20,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":21,"\u5176\u4e2d":[20,23],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":21,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":23,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":21,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":21,"\u5177\u4f53\u8bf7\u53c2\u8003":21,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":20,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":20,"\u518d\u57fa\u4e8e":23,"\u5199\u4ee3\u7801":20,"\u5199\u5165\u5feb\u7167\u6570\u636e":18,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":19,"\u51fd\u6570\u540d\u4e3a":21,"\u51fd\u6570\u547d\u540d":20,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":18,"\u5206\u652f":23,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":23,"\u5206\u652f\u4e2d":23,"\u5206\u652f\u4e3a\u5f00\u53d1":23,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":23,"\u5206\u652f\u4e3a\u7a33\u5b9a":23,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":23,"\u5206\u652f\u5408\u5165":23,"\u5206\u652f\u5408\u5165master\u5206\u652f":23,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":23,"\u5206\u652f\u540d\u4e3a":23,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":23,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":23,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":23,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":23,"\u5206\u7247":18,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":18,"\u5219\u5ffd\u7565":18,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":18,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":21,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":18,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":18,"\u5230":18,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":23,"\u52a8\u6001\u5e93":20,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":21,"\u5305\u62ec":19,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":18,"\u534f\u540c\u5b8c\u6210releas":23,"\u5355\u4e2a\u503c":19,"\u5355\u70b9\u6545\u969c":18,"\u5373":21,"\u5373\u4f7f\u7528":21,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":21,"\u5373\u4f7fc":21,"\u5373\u4f8b\u5982":21,"\u5373\u4fbfpaddl":21,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":21,"\u5373\u66b4\u9732":21,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":20,"\u53c2\u6570":20,"\u53c2\u8003":20,"\u53d1\u5e03\u5230dockerhub":23,"\u53d1\u5e03\u5230github":23,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":18,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":21,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":20,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":18,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":18,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":20,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":19,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":18,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":19,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":23,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":18,"\u53ef\u4ee5\u901a\u8fc7volume\u6216persistentvolume\u6302\u8f7d\u5b58\u50a8\u7a7a\u95f4\u5230\u6bcf\u4e2a\u5bb9\u5668\u4e2d":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":18,"\u540c\u65f6\u518d\u5c06":23,"\u540c\u65f6\u63d0\u8d77":23,"\u540d\u5b57\u4fee\u9970":20,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":18,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":23,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":20,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":18,"\u548c":[19,20,21,23],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":19,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":18,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":18,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":20,"\u56fe\u50cf\u5206\u7c7b":23,"\u5728":[21,23],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":18,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":19,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":18,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":18,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":21,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":18,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":18,"\u5728\u6570\u636e\u96c6\u53ef\u4ee5\u88ab\u8bad\u7ec3\u4e4b\u524d":19,"\u5728\u6837\u4f8b\u4e2d":21,"\u5728\u7528\u6237\u4f7f\u7528c":21,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":19,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":23,"\u5728\u8fd9\u4e2a":23,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":20,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":23,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":21,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":21,"\u5728\u96c6\u7fa4\u8fd0\u884cmapreduc":19,"\u5728c":20,"\u5728c\u7684\u5934\u6587\u4ef6":20,"\u5728cephfs\u5b58\u50a8\u7cfb\u7edf\u4e2d\u7684\u516c\u5f00\u76ee\u5f55":19,"\u5728kubernetes\u4e0a\u8fd0\u884c\u7684\u4e0d\u540c\u7684\u8ba1\u7b97\u6846\u67b6":19,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":19,"\u5728paramet":18,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":21,"\u5747\u662f\u5728":21,"\u591a\u4e2a\u503c":19,"\u591a\u4e2aparamet":18,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":20,"\u5982\u56fe\u4e2dtrainer":18,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":18,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":20,"\u5982\u679c\u5931\u8d25":23,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":18,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":18,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":19,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":23,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":21,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":21,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":21,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":18,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":20,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":20,"\u5982\u679cparamet":18,"\u5b57\u7b26\u4e32":19,"\u5b58\u50a8":19,"\u5b66\u4e60\u6210\u672c\u9ad8":20,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":19,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":21,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":19,"\u5b9e\u73b0\u7b80\u5355":20,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":20,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":20,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":20,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":20,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":21,"\u5bf9\u4e8e\u6bcf\u79cdc":21,"\u5bf9\u6bd4":20,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":21,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":23,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":21,"\u5c06":23,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":18,"\u5c06\u5927\u91cf\u7684":20,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":23,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":23,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":20,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":18,"\u5e73\u5747\u6545\u969c\u7387":18,"\u5e76\u4e14\u4f7f\u7528":21,"\u5e76\u4e14\u53ef\u4ee5\u88ab\u63d0\u4ea4\u7684job\u76f4\u63a5\u4f7f\u7528":19,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":20,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":20,"\u5e76\u5220\u9664":23,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":18,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":18,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":19,"\u5e76\u5c06c":21,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":18,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":20,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":19,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":23,"\u5efa\u8bae":23,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":21,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":23,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":23,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":23,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":18,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":21,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":23,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":21,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":20,"\u5f97\u4f7f\u7528":20,"\u5fc5\u8981":21,"\u60c5\u611f\u5206\u6790":23,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":21,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":20,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":19,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":19,"\u6216\u8005":[20,21],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":18,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":19,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":19,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":18,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":21,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":21,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":21,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":20,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":21,"\u628a":19,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":19,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":18,"\u63a5\u53e3":[20,21],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":21,"\u63a5\u53e3\u662f":19,"\u63d0\u4f9b\u7ed9\u7528\u6237\u672c\u5730\u8f6c\u6362\u7684\u5e93":19,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":19,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":19,"\u6587\u4ef6":20,"\u6587\u4ef6\u5185\u5bb9\u4e3a":20,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":18,"\u6587\u4ef6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u96c6\u7fa4\u5185\u90e8\u7684\u5b58\u50a8\u683c\u5f0f":19,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":23,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":23,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":20,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":19,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":19,"\u65f6":18,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":20,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":21,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":20,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":21,"\u662f\u56e0\u4e3ac99\u652f\u6301":20,"\u662f\u6307":21,"\u662f\u7528\u6237\u4f7f\u7528c":21,"\u662fc":21,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":18,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":21,"\u6700\u540e\u5220\u9664":23,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":20,"\u6709\u6807\u51c6\u7684":20,"\u6709\u7684\u65f6\u5019":20,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":23,"\u672c\u6587\u6863\u63cf\u8ff0paddl":21,"\u673a\u5668\u7ffb\u8bd1":23,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":18,"\u6765\u786e\u4fdd\u628a":20,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":21,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":23,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":18,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":18,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":20,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":18,"\u6bcf\u4e00\u4e2a":23,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":19,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":19,"\u6bcf\u4e2adata":19,"\u6bcf\u4e2aparamet":18,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":18,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":19,"\u6bcf\u969410\u5206\u949f":18,"\u6bd4\u5982":19,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":18,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":19,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":19,"\u6bd4\u5982mnist":19,"\u6ce8":18,"\u6d4b\u8bd5docker\u955c\u50cf":23,"\u6d6e\u70b9\u578b\u6570\u636e":19,"\u7136\u540e\u5728etcd\u7684":18,"\u7248\u672c\u5206\u652f":23,"\u7248\u672c\u53f7":23,"\u7248\u672c\u53f7rc":23,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":23,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":20,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":19,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":19,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":20,"\u751f\u6210\u6587\u6863":20,"\u751f\u6210\u7684":19,"\u751f\u6210\u7ed9\u5b9asstable\u6587\u4ef6\u5bf9\u5e94\u7684data":19,"\u751f\u6210api\u6587\u6863":20,"\u7528\u4e8e\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":19,"\u7528\u6237\u53ef\u4ee5\u4e0a\u4f20\u81ea\u5df1\u7684\u6570\u636e\u96c6":19,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":21,"\u7528\u6237\u53ef\u4ee5\u7f16\u5199\u7a0b\u5e8f\u5b8c\u6210\u8f6c\u6362":19,"\u7528\u6237\u901a\u8fc7c":21,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":18,"\u7531\u4e8ec":20,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":20,"\u7684\u5934\u6587\u4ef6":20,"\u7684\u63a5\u53e3\u6837\u5f0f":20,"\u7684\u6570\u636e\u6d41\u56fe":19,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":20,"\u7684\u89c4\u8303":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":18,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":20,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":20,"\u76ee\u5f55\u4e0b":21,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":20,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":21,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":20,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":20,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":20,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":18,"\u79bb\u7ebf\u6279\u5904\u7406":19,"\u7b2c\u4e00\u4e2atag\u4e3a":23,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":23,"\u7b2c\u4e8c\u4e2a\u4e3a":23,"\u7b49":21,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":21,"\u7b49\u6587\u4ef6":21,"\u7c7b\u4f3c":21,"\u7c7b\u540d\u548cc":20,"\u7c7b\u578b":20,"\u7ea2\u697c\u68a6":46,"\u7ed3\u8bba":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":20,"\u7f16\u8bd1\u578b\u8bed\u8a00":20,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":23,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":23,"\u7f16\u8bd1c":21,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":23,"\u7f16\u8bd1ubuntu\u7684deb\u5305":23,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":21,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":20,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":21,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":18,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":20,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":20,"\u800c\u5bf9\u4e8egolang":20,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":20,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":20,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":18,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":21,"\u826f\u597d\u7684\u6587\u6863":20,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":18,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":21,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":20,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":20,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":18,"\u8ba9paddle\u6838\u5fc3\u4e2d":21,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":18,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":23,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":23,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":23,"\u8bbe\u7f6e":21,"\u8bc6\u522b\u6570\u5b57":23,"\u8bcd\u5411\u91cf":23,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":23,"\u8bf4\u660e":18,"\u8bf7\u53c2\u8003":21,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":19,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":18,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":23,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":21,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":21,"\u8fd9\u4e09\u4e2a\u5206\u652f":23,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":21,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":21,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":21,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":20,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":20,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":21,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":21,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":21,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":21,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":19,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":19,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":20,"\u8fd9\u662f\u56e0\u4e3a":20,"\u8fd9\u6837":21,"\u8fd9\u6837\u4fdd\u8bc1":23,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":19,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":20,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":18,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":23,"\u9009\u62e9cephfs\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u670d\u52a1":19,"\u901a\u5e38":21,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":18,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":21,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":23,"\u90a3\u4e48":21,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":19,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":20,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":18,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":20,"\u91cd\u547d\u540d\u6210":20,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":20,"\u9519\u8bef\u5904\u7406":20,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":20,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":20,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":21,"\u9700\u8981\u4fdd\u5b58\u4e00\u4e9b\u9884\u7f6e\u7684\u516c\u5f00\u6570\u636e\u96c6":19,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":21,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":23,"\u9700\u8981\u5f15\u7528":21,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":20,"\u9700\u8981\u6ce8\u610f\u7684\u662f":23,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":21,"\ufb01xed":56,"abstract":[33,38],"api\u4e2d\u4f7f\u7528":20,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":21,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":21,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":21,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":21,"api\u65f6":21,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":21,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":21,"api\u66b4\u9732\u7684\u7c7b\u578b":21,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":21,"api\u7684\u5b9e\u4f8b":21,"api\u7684\u5b9e\u73b0\u7ec6\u8282":21,"api\u7684\u63a5\u53e3":21,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":21,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":21,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":21,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":21,"block\u6784\u6210\u4e00\u4e2amodel":18,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":23,"boolean":[9,20],"break":51,"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":23,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":23,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":20,"c\u6709\u6807\u51c6\u7684abi":20,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":20,"case":[9,21,22,24,31,32,33,35,39,41,47,51],"char":53,"class":[5,6,7,8,9,10,11,12,13,15,16,20,37,48,55],"const":33,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":21,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":21,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":21,"core\u6982\u5ff5":21,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":19,"deb\u5305":23,"deb\u5305\u7f16\u8bd1\u95ee\u9898":23,"default":[3,7,8,9,10,12,13,15,16,26,36,38,40,41,42,51,53,55,56],"export":[25,48],"final":[10,24,25,33,53,55],"float":[3,7,8,9,11,13,24,33,35,40,46,49,53],"function":[3,5,9,10,11,13,16,17,22,24,31,33,35,36,38,47,48,51,54,55,56],"golang\u53ef\u4ee5\u4f7f\u7528":20,"golang\u7684":20,"h\u5e76\u4e0d\u56f0\u96be":20,"imagenet\u6570\u636e\u96c6\u7b49":19,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":19,"import":[3,5,8,9,16,24,31,35,41,46,47,48,49,51,53,55,56],"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":19,"instance\u5305\u6db5\u4e24\u4e2a\u503c":19,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":19,"int":[3,7,8,9,10,13,20,21,22,33,40,51,53,54],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":20,"job\u5b8c\u6210\u8f6c\u6362":19,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":23,"long":[2,9,10,13,26,35,54,55],"model\u505a\u5206\u652f\u7ba1\u7406":23,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":19,"new":[3,9,13,17,22,32,34,41,42,47,51,54,55],"note\u7684\u4e66\u5199":23,"null":[9,33,38,53],"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":20,"paddle\u4f7f\u7528git":23,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":20,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":20,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":23,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":23,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":23,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":23,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":20,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":21,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":20,"paddle\u7684c":21,"paddle\u8bad\u7ec3\u4efb\u52a1":19,"paddle\u8def\u5f84\u4e0b":21,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":20,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":21,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":20,"paddle_\u7c7b\u578b\u540d":21,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":21,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":19,"patch\u53f7":23,"patch\u53f7\u52a0\u4e00":23,"public":[13,33,36,41,42,55],"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":19,"reader\u8f93\u51fa\u7684data":19,"release\u9875\u9762":23,"return":[3,8,9,10,12,13,15,16,19,24,31,33,41,47,49,51,52,53,56],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":19,"server\u4e4b\u4e0a":18,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":18,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":18,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":18,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":18,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":18,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":18,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":18,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":18,"server\u751f\u6210\u4e00\u4e2auuid":18,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":18,"server\u7684\u6570\u636e\u5feb\u7167":18,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":18,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":18,"short":[9,10,24,53,54,55],"static":[21,41],"super":33,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":20,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":20,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":20,"swig\u76f4\u63a5\u8bfb\u53d6c":20,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":20,"switch":[21,41,55],"tag\u4e3a":23,"throw":41,"true":[3,7,8,9,10,12,13,15,16,22,24,31,33,38,40,41,49,53,54,55,56],"try":[11,17,22,35,47,53],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":21,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":23,"void":[20,21,33],"while":[2,3,7,13,22,26,31,38,47,51,55,56],AGE:[41,42],AND:53,ARE:53,AWS:[19,34,43,44],Age:52,And:[3,8,9,11,13,22,28,32,40,41,42,46,49,53,55,56],But:[3,9,10],EOS:9,For:[2,3,8,9,11,13,16,22,24,25,26,31,33,35,36,37,38,40,46,48,49,51,55,56],Going:55,Has:3,IDs:[13,51],Ids:51,Into:41,Its:[3,31,41,53],Not:[16,17,36],ONE:3,One:[8,10,15,31,33,38,47,51,55,56],QoS:42,THE:3,TLS:[16,41],That:[9,13,22,26,38,40],The:[2,3,5,6,7,8,9,10,11,13,15,16,17,21,22,24,25,26,27,28,31,32,33,35,36,38,40,41,42,46,47,48,49,51,52,53,54,55,56],Their:[3,9,17],Then:[5,9,25,26,31,32,33,35,41,42,46,48,53,54,55],There:[8,9,13,15,16,17,24,26,28,35,41,47,48,49,50,51,53,56],These:[36,40,48,54],USE:53,USING:53,Use:[3,16,22,26,33,35,38,39,41,53],Used:10,Useful:3,Using:[17,42,55],VPS:41,WITH:32,Will:[13,15],With:[3,9,10,24,47,54],Yes:26,___fc_layer_0__:41,__init__:33,__list_to_map__:53,__main__:49,__meta__:53,__name__:49,__rnn_step__:31,_error:47,_link:10,_proj:9,_res2_1_branch1_bn:49,_source_language_embed:[31,46],_target_language_embed:[31,46],aaaaa:19,aaaaaaaaaaaaa:41,abc:9,abl:[9,16,47,55],about:[5,9,10,24,35,37,38,41,45,54,55,56],abov:[3,5,9,16,17,24,26,35,41,42,47,49,51,54],abs:[10,47],absolut:[2,36],academ:52,acceler:[18,40],accept:[3,5,13,16,22,51,54],acceptor:54,access:[2,9,10,16,31,56],accessmod:41,accident:52,accomplish:26,accord:[2,3,8,9,31,32,36,37,38,40],accordingli:[5,33],accordingto:54,accrod:10,accumul:17,accuraci:[8,33,51,52,55],achiev:[35,48],ack:38,acl:55,aclimdb:55,across:9,act:[9,10,24,31,51],act_typ:51,action:[41,52],activ:[0,5,9,10,14,24,25,33,38,51,55],activi:10,actual:[3,9,24],adadelta:51,adagrad:51,adam:[16,51,55,56],adamax:51,adamoptim:[46,51,55,56],adapt:[8,11,24,55,56],add:[3,9,10,13,24,25,32,33,35,40,51,53],add_input:33,add_test:33,add_to:9,add_unittest_without_exec:33,addbia:33,added:[3,8,33],adding:49,addit:[9,10,26,51],address:[17,26,35,38],addrow:33,addtion:36,addtolay:9,adject:55,adjust:24,admin:52,adopt:54,advanc:[31,35,38],advantag:55,adventur:52,adverb:55,adversari:22,advic:35,affect:9,afi:3,aforement:36,after:[9,13,25,28,31,33,36,38,40,41,42,47,48,49,51,53,54,55,56],again:[16,17,35],against:41,age:[13,53],agg_level:9,aggreg:41,aggregatelevel:9,aid:35,aim:[55,56],aircraft:56,airplan:48,aistat:9,alex:[9,55],alexnet_pass1:40,alexnet_pass2:40,algorithm:[9,11,24,31,46,48,55,56],alia:[6,7],align:[9,10,13,56],all:[0,3,7,8,9,11,16,17,21,24,26,31,32,33,35,36,37,38,40,41,42,46,47,49,51,52,53,54,55,56],alloc:[7,33,40],allow:[16,26,32,33,35,38,41,51],allow_only_one_model_on_one_gpu:[37,38,40],almost:[10,24,36,46],along:55,alreadi:[17,26,35,36,38,41,42,55],alreali:[37,56],also:[2,3,9,10,13,16,22,25,26,31,33,35,36,42,47,48,49,51,54,55],although:24,alwai:[5,9,10,15,22,24,38,41,56],amaz:48,amazon:[41,42,51,55],amazonaw:41,amazonec2fullaccess:41,amazonelasticfilesystemfullaccess:41,amazonroute53domainsfullaccess:41,amazonroute53fullaccess:41,amazons3fullaccess:41,amazonvpcfullaccess:41,ambigu:[22,54],amd64:41,amend:32,american:48,among:[41,55],amount:[35,55],analysi:[24,35,50,54],analyz:[51,55],andd:41,ani:[2,3,9,10,13,16,17,22,31,32,35,41,51,53,56],anim:52,annot:54,annual:54,anoth:[3,9,16,26,38,41,54,55],ans:41,answer:[24,41,54],anyth:[13,22,32,41,54],api:[13,15,16,23,25,33,35,41,45,47,51,53,55],api_trainer_config_helpers_data_sourc:53,api_trainer_config_helpers_lay:31,api_trainer_config_helpers_layers_context_project:53,api_trainer_config_helpers_layers_cos_sim:53,api_trainer_config_helpers_layers_data_lay:53,api_trainer_config_helpers_layers_embedding_lay:53,api_trainer_config_helpers_layers_fc_lay:53,api_trainer_config_helpers_layers_pooling_lay:53,apiserv:41,apivers:[41,42],apo:56,appar:56,appear:54,append:[3,15,22,31,33,36,53],append_gradient_machin:15,appleclang:25,appleyard:35,appli:[0,9,10,31,33,48,51],applic:[26,35,41,42,55],appreci:[32,55],approach:9,apt:[25,28,48],arbitrari:9,architectur:[46,54,55,56],architecur:55,archiv:[13,20,21],arg:[3,8,9,10,13,24,37,47,48,49,51,53,54,55],arg_nam:9,argu:54,argument:[3,5,9,13,31,33,38,39,46,47,48,49,53,54,55,56],argv:49,arn:41,around:[3,9,41],arrai:[5,9,13,15,22,24,49],art:[24,54],articl:[36,42],artifact:41,artifici:47,artist:52,arxiv:[9,10,47,55],ask:17,aspect:55,assign:[9,38,41],associ:[54,55,56],assum:[9,31,40,46],assur:2,astyp:[22,47],asyc:17,async:[17,37],async_count:38,async_lagged_grad_discard_ratio:38,async_lagged_ratio_default:[37,38],async_lagged_ratio_min:[37,38],asynchron:[17,38],atla:25,atlas_root:25,attenion:10,attent:[9,10,26,56],attitud:55,attr:[7,9,10],attribut:[3,9,10,14,33,46,54],auc:37,auc_evalu:8,aucvalidationlay:38,authent:41,author:[41,49],authorized_kei:36,autmot:32,auto:[20,33,35,50,53],autom:[41,56],automak:25,automat:[9,16,25,31,33,36,37,38,41,53,54,56],automaticli:9,automobil:48,avail:[17,25,41],availabel:25,averag:[8,9,12,38,49,51,53,54,55,56],average_test_period:[37,38,54],average_window:55,averagepool:9,avg:[35,51],avgcost:[51,53,55,56],avgpool:[9,51],avoid:[17,35],avx:[25,26,28],await:42,awar:[16,17,26,41],aws_account_id:41,awsaccountid:41,awskeymanagementservicepowerus:41,b2t:46,b363:42,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:42,ba5f:41,back:[3,17,26],backward:[6,9,10,31,33,38,40],backward_first:31,backwardactiv:33,bag:[51,55],baidu:[0,9,24,28,32,42,46],baik:46,balanc:[38,41,47],balasubramanyan:55,bank:54,bardward:10,bare:42,barrier:38,barrierstatset:35,base:[9,10,12,13,16,24,28,31,32,33,35,36,38,41,46,47,51,53,55,56],baseactiv:9,baseev:15,basematrix:33,basenam:8,basepoolingtyp:[9,10],basestr:[7,8,9,10,12,15,53],bash:[26,41,42],bashrc:25,basic:[3,9,15,26,32,33,51,52,55],batch:[3,9,10,11,13,15,16,17,19,33,36,38,41,42,47,48,49,51,53,54,55,56],batch_0:49,batch_id:15,batch_norm:10,batch_norm_typ:9,batch_read:[19,22],batch_siz:[3,13,24,36,46,47,48,51,53,55,56],batchsiz:[9,33],bbbbb:19,bcd:9,bcebo:13,beam:[9,31,38,54,56],beam_gen:[9,31],beam_search:[15,31],beam_siz:[9,31,37,38,40],beamsiz:56,becaus:[5,9,13,16,17,22,31,32,33,40,41,48,51,54],becom:[32,35],been:[3,25,32,48,51,54,55,56],befor:[5,9,10,17,22,26,32,36,41,48,53,55,56],begin:[5,8,9,33],beginiter:[15,16],beginn:31,beginpass:[15,16],begintrain:16,behavior:35,being:[17,22,47],belong:[9,56],below:[3,9,13,17,22,31,33,35,36,41,47,48,51,53],benefit:10,bengio:9,bertolami:55,besid:[2,9,13,56],best:[9,25,26,38,51,53,55,56],best_model_path:54,besteffort:42,beta1:11,beta2:11,beta:49,better:[9,10,24,36,41,47,53],between:[9,11,17,21,24,32,41,47,51,52,55,56],bgr:49,bi_gru:10,bi_lstm:10,bia:[9,10,11,31,33,49],bias:[9,33],bias_attr:[9,10,24,31],bias_param_attr:10,biases_:33,biasparameter_:33,biassiz:33,bidi:42,bidirect:[10,31,54,56],bidirectional_lstm_net:55,big:35,bigger:17,biggest:55,bilinear:9,bilinear_interpol:9,bilinearfwdbwd:35,bin:[25,26,36,41,42,53],binari:[3,8,9,13,35,41,46,51,55],bird:48,bison:25,bit:51,bitext:56,bla:25,blank:[9,41],block:[9,18,24,33,35,38,49,55],block_i:9,block_x:9,blog:55,bn_attr:10,bn_bias_attr:10,bn_param_attr:10,bollen:55,book:13,bool:[3,7,8,9,10,12,13,33,38,40,51,53,55],boot:[9,31],boot_bia:9,boot_bias_active_typ:9,boot_lay:[9,31],boot_with_const_id:9,bootstrap:25,bos_id:[9,31],both:[0,6,7,9,10,16,17,26,31,33,35,41,47,49,51],bottleneck:[35,49],bottom:55,bow:[19,51,55],box:35,branch:[9,16,23,32],breadth:[38,56],brendan:55,brew:25,briefli:35,broadcast:17,brows:26,browser:[26,41],bryan:55,bucket_nam:41,buf_siz:13,buffer:[3,13,22,38],buffered_read:22,bug:41,bui:55,build:[0,13,24,26,29,38,41,43,44,46,48,49,51,53,55,56],build_dict:13,built:[0,25,26,47,54],bunch:[35,51],bunk:55,button:[32,41],c11:20,c99:21,c99e:41,cach:[51,53,54],cache_pass_in_mem:[3,51,53,54],cachetyp:[3,51,53,54],calc_batch_s:[3,54],calcul:[3,8,9,10,11,17,31,33,35,38,40,47,53],call:[3,9,10,16,24,26,31,33,35,38,41,48,49,51,55,56],callabl:[3,9,13],callback:33,caller:41,caltech:48,can:[2,3,5,7,8,9,10,13,16,17,22,24,25,26,28,31,32,33,35,36,37,38,40,41,42,46,47,48,49,51,53,54,55,56],can_over_batch_s:[3,54],candid:9,cannot:33,caoi:56,capabl:[25,55],capac:41,capi:20,capi_prvi:21,caption:[24,56],captur:[24,36],card:36,care:[10,22,37,38,52],carefulli:[36,38,49],cat:[26,48,49,55],categor:54,categori:[9,13,17,51,55],categorig:13,categoryfil:42,caus:17,caution:[41,42],ccb2_pc30:56,cde:9,cdn:13,ceil:9,ceil_mod:9,cell:[9,10,55],center:3,ceph:[19,42],certain:[2,37,54],certif:[16,41],cffi:20,cfg:42,cgo:20,chain:[13,33],challeng:17,chanc:[16,33,51],chang:[9,13,22,24,26,31,32,33,35,38,41,51,55],channel:[9,35,36,49],channl:[36,49],char_bas:53,charact:[51,53],character:24,characterist:[40,48],check:[3,13,24,25,26,32,38,40,41,52],check_align:13,check_eq:33,check_fail_continu:3,check_l:33,check_sparse_distribution_batch:[37,38],check_sparse_distribution_in_pserv:[37,38],check_sparse_distribution_ratio:[37,38],check_sparse_distribution_unbalance_degre:[37,38],checkgrad:38,checkgrad_ep:38,checkout:32,children:52,china:26,chines:50,chmod:[25,41],choic:[26,52],choos:[38,51,53],chosen:[2,52,56],chunk:[47,54],chunk_evalu:8,chunk_schem:8,chunktyp:8,cifar:[47,48],cifar_vgg_model:48,claim:41,claimnam:41,clang:[20,25,26,32],class1:55,class2:55,class_dim:55,classfic:[49,55],classfiic:48,classic:[9,24],classif:[3,5,9,40,49,50,51,55,56],classifc:55,classifi:[47,48,49,51,55],classification_cost:[48,51],classification_error_evalu:[8,47,51,55,56],classification_error_printer_evalu:8,claster:41,clean:[5,53],cleric:52,cli:41,click:[32,35,41],client:32,clip:[7,38,51,55],clock:9,clone:[25,26],close:[3,22],closer:24,cloud:17,cls:51,cludform:41,cluster:[16,17,37,38,42,51,56],cluster_train:36,cm469:41,cmake3:25,cmake:[21,25,33,35],cmakelist:33,cmatrix:[20,21],cmd:42,cna:9,cname:41,cnn:[9,42,49,51],code:[0,3,5,13,16,22,24,25,26,27,31,33,34,35,36,41,42,47,51,52],coeff:9,coeffici:9,collabor:17,collect:[9,13,15,24,52],collectbia:33,colleg:52,color:[48,49],colour:13,column:[8,9,22,33,46,56],column_sum_evalu:8,colunm:56,com:[9,10,13,25,26,28,32,41,42,49],combin:[9,10,13,15,47,53,55],come:55,comedi:52,comma:[38,46],command:[2,5,24,25,26,28,32,33,34,35,36,41,42,43,44,46,47,48,49,53,54,55],commandlin:[35,55],commenc:51,comment:[10,32,51,55],commnun:36,common:[31,33,37],common_util:[36,53],commonli:[31,35,40],commun:[0,17,33,36,41],compani:55,compar:[33,47,51],compat:3,compet:55,competit:47,compil:[25,26,32,33],complet:[0,5,9,10,13,15,17,33,41,42,51],complex:[2,3,10,22,31,35,51],complic:9,compon:33,compos:[13,16,47,54],composenotalign:13,comput:[9,10,16,17,24,25,26,31,33,35,40,41,51,53,54,55],computation:31,conat:9,concat:56,concat_lay:31,concaten:10,concept:[3,16,26,31],concern:16,concurr:17,concurrentremoteparameterupdat:38,condit:[9,31,36,42,56],conduct:35,conf:[5,9,36,46,47,49,56],conf_paddle_gradient_num:41,conf_paddle_n:41,conf_paddle_port:41,conf_paddle_ports_num:41,conf_paddle_ports_num_spars:41,confid:55,config:[3,7,9,10,24,33,36,37,38,41,42,46,47,48,49,51,55,56],config_:38,config_arg:[37,38,40,49,51,54,55],config_bas:[8,9,10,15],config_fil:54,config_gener:[36,53],config_lay:33,config_pars:[5,33],configur:[1,2,3,5,9,24,32,33,35,38,46,48,49,55,56],conflict:32,confront:56,congest:38,conll05st:54,conll:[13,54],connect:[2,10,24,33,41,42,47,48,49,51,53,55],connectionist:[9,55],connor:55,consequ:[9,10],consid:[8,9,11,25,26,35,40,48],consider:[3,10],consist:[9,13,22,48,49,51,54,56],consol:[35,41],constant:33,construct:[3,5,16,31,53],construct_featur:53,constructor:33,consum:[17,55],contact:17,contain:[3,8,9,10,12,13,15,16,27,28,31,32,36,41,48,49,51,52,55,56],containerport:41,contemporan:55,content:[42,54,55],context:[9,10,13,31,46,51,53,54,55,56],context_attr:10,context_len:[9,10,51,53],context_proj_nam:10,context_proj_param_attr:10,context_project:[10,53],context_start:[9,10,51],contibut:32,contin:41,continu:[3,17,28,38],contrast:[9,56],contribut:[0,27,34,55],contributor:0,control:[7,26,38,41,42,56],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:[16,36],converg:[36,47,55],convert:[3,5,13,19,22,31,46,48,49,51,53],convlay:9,convolut:[9,10,47,49,53],convoper:9,convtran:9,convtranslay:9,cool:[3,32],coordin:17,copi:[15,16,26,41,47,53],copy_shared_paramet:47,copytonumpymat:47,core:[3,7,21,38,56],coreo:41,corespond:54,corpora:56,corpu:[13,54],correct:[3,8,9,33,41],correctli:[8,13,33,47],correl:[24,48,55],correspoind:16,correspond:[3,5,16,24,31,33,48,52,54,55,56],corss_entropi:16,cos:9,cos_sim:53,cosin:[9,53],cost:[5,11,15,16,24,38,47,51,53,55,56],cost_id:9,could:[3,5,9,13,15,16,22,26,35,36,41,51,53],count:[17,22,35,38,40,42,46,53,54,55,56],counter:17,coupl:24,coverag:25,coveral:25,coveralls_uploadpackag:25,cpickl:[49,53],cpp:[20,21,32,33,35,51,53,56],cpu:[2,3,7,9,23,25,28,35,38,42,47,54,55,56],cpuinfo:26,cpusparsematrix:21,craftsman:52,crash:[17,35,36,38],crazi:36,creat:[5,7,9,13,15,16,17,24,25,26,33,36,38,46,47,48,56],create_bias_paramet:33,create_input_paramet:33,createargu:47,createfromconfigproto:[5,47],createstack:41,creation:41,creationd:41,creator:[13,19],credit:47,crf:54,crime:52,critic:55,crop:49,crop_siz:49,cross:[9,51,54],cross_entropi:[9,16,47],cross_entropy_with_selfnorm:9,csc:33,cslm:56,csr:33,csv:52,ctc:8,ctc_error_evalu:8,ctest:26,ctrl:[36,53],ctx:54,ctx_0:54,ctx_0_slot:54,ctx_n1:54,ctx_n1_slot:54,ctx_n2:54,ctx_n2_slot:54,ctx_p1:54,ctx_p1_slot:54,ctx_p2:54,ctx_p2_slot:54,cub:48,cuda:[25,26,28,35,36,38],cuda_dir:[37,38],cudaconfigurecal:35,cudadevicegetattribut:35,cudaeventcr:35,cudaeventcreatewithflag:35,cudafre:35,cudagetdevic:35,cudagetdevicecount:35,cudagetdeviceproperti:35,cudagetlasterror:35,cudahostalloc:35,cudalaunch:35,cudamalloc:35,cudamemcpi:35,cudaprofilerstart:35,cudaprofilerstop:35,cudaruntimegetvers:35,cudasetdevic:35,cudasetupargu:35,cudastreamcr:35,cudastreamcreatewithflag:35,cudastreamsynchron:35,cudeviceget:35,cudevicegetattribut:35,cudevicegetcount:35,cudevicegetnam:35,cudevicetotalmem:35,cudnn:[9,12,25,28,38],cudnn_batch_norm:9,cudnn_conv:9,cudnn_conv_workspace_limit_in_mb:[37,38],cudnn_convt:9,cudnn_dir:[37,38],cudrivergetvers:35,cuinit:35,cumul:9,curl:[25,41],current:[3,9,17,24,26,31,32,33,36,38,41,51,55,56],current_word:31,currentcost:[51,53,55,56],currentev:[51,53,55,56],curv:[16,48,54],custom:[2,3,16,33,41,52,55],custom_batch_read:22,cutoff:13,cycl:17,cyclic:9,cython:20,d3e0:41,dai:56,daili:55,dalla:3,dan:54,danger:3,darwin:41,dat:[13,36,53],data:[1,2,3,5,8,10,11,15,16,19,25,26,33,35,36,37,38,40,43,49,52],data_batch_gen:47,data_dir:[46,48,55,56],data_feed:13,data_fil:24,data_initialz:51,data_lay:[3,24,31,47,48,51,53,54],data_nam:13,data_read:[13,22],data_reader_creator_random_imag:22,data_sourc:47,data_typ:[9,13],databas:[13,55],datadim:9,datalay:9,dataprovid:[2,24,31,36,53,54],dataprovider_bow:51,dataprovider_emb:51,dataproviderconvert:5,datasci:9,dataset:[1,3,19,22,24,38,46,48,49,51,54,55],date:54,db_lstm:54,dcgan:47,dcmake_install_prefix:25,dead:17,deal:[32,47],deb:[27,28],debian:[26,27],debug:3,decai:[11,48],decid:[16,22],declar:[9,53],decod:[9,10,31,54,56],decoder_boot:31,decoder_group_nam:31,decoder_input:31,decoder_mem:31,decoder_prev:10,decoder_s:31,decoder_st:[10,31],deconv:9,deconvolut:9,decor:[3,13,33],decreas:24,decrypt:41,deep:[0,9,24,26,29,35,47,48,49,51,54],deeper:[24,26,49],deer:48,def:[3,9,13,16,19,22,24,31,33,47,49,51,53,54],defalut:[9,38,40],default_devic:40,default_valu:40,defferenct:3,defin:[2,3,9,10,13,16,17,22,24,31,33,36,38,46,47,48,53,54],define_py_data_sources2:[3,24,48,49,51,53],defini:56,definit:[3,13,17,24,26,46,51,55],degre:9,del:53,delai:38,delar:51,delet:17,deletestack:41,delimit:[8,52,53],demand:17,demo:[9,13,31,36,42,43,46,47,48,49,50,51,52,53,54,55,56],demograph:52,demolish:42,demonstr:[24,31,47,53],denot:[40,51,52,54],dens:[3,9,13,33,41,51,53],dense_vector:[3,5,9,13,24,53],dense_vector_sequ:13,depend:[17,24,26,28,36,40,48,52],deploi:[36,40],deploy:[36,41],deriv:[6,16],descent:[9,17],describ:[16,24,33,41,42,47,51,54],describestack:41,describestackev:41,describestackresourc:41,descript:[5,25,31,39,41,48,53],deseri:15,design:[3,9,13,20,55],desir:[17,41,42,46],destructor:33,detail:[3,5,7,9,10,11,31,32,33,35,36,39,40,41,42,46,47,49,51,53,55,56],detect:8,determin:[3,9,13,33,47],dev:[25,26,48,53,56],devel:25,develop:[0,23,25,32,37,38,56],deverlop:38,deviat:7,devic:[7,38,56],deviceid:40,devid:[9,38],dez:55,diagnos:36,diagram:49,dict:[3,13,15,51,53,55,56],dict_dim:55,dict_fil:[8,31,51,54],dict_siz:13,dictionai:51,dictionari:[3,8,9,13,15,16,31,40,49,51,53,54,55,56],dictsiz:56,did:3,differ:[3,8,9,17,24,26,31,32,33,36,38,41,42,46,48,49,51,55,56],difficult:24,dig:[26,35,41],digit:[3,9],dim:[13,33,46,49,51,55],dimens:[6,9,12,13,33,40,46,51,53,55],dimension:[3,24,31,33,47,51],dimenst:46,dimes:9,din:53,dir:[36,49,51,53,54,55,56],dirctori:26,direct:[9,10,26,49,54],directli:[2,3,10,24,26,36,42,55],directori:[2,19,25,26,32,35,36,38,42,48,49,51,53,54,55,56],diretcoti:49,dis_conf:47,dis_train:47,dis_training_machin:47,disabl:3,discard:[13,17,38],discount:9,discov:[17,54],discoveri:41,discrep:35,discrimin:47,discriminator_train:47,discuss:16,disk:42,dispatch:[36,38],disput:56,dist_train:16,distanc:8,distibut:46,distinguish:[36,47,56],distribut:[9,25,34,42,43,44,47,51,54],distribute_test:[37,38],distributedli:33,disucss:16,divid:[11,37,48,56],diy_beam_search_prob_so:[37,38],dmkl_root:25,dns:41,do_forward_backward:22,doc:[5,10,13,25,26,36],docker:[23,27,41,43,44],docker_build:16,docker_push:16,dockerfil:26,dockerhub:26,doctor:52,document:[3,5,10,25,32,40,48,51,53,54,55],documentari:[3,52],doe:[3,5,10,17,22,24,28,31,33,35,51,53,54],doesn:[7,9,13,16,22,32,35,42,56],dog:[48,49],doing:35,domain:41,don:[10,16,22,24,41,55],done:[9,10,17,31,35,41,47,55],dopenblas_root:25,dot:[38,49,56],dot_period:[38,40,47,48,53,55,56],dotmuloper:9,dotmulproject:9,doubl:[3,25,38],down:[35,51],download:[13,17,26,28,47,48,51,54,55],download_cifar:48,downsampl:48,doxygen:[25,32],dpkg:28,drama:52,drop:3,drop_rat:7,dropout:[7,9,33,51],dropout_r:10,drwxr:42,dtoh:35,dtype:[5,24,49],dubai:56,due:[52,53],duplic:52,durat:35,dure:[2,3,9,17,24,32,33,37,38,41,51,53,54,56],durn:3,dwith_c_api:21,dwith_doc:25,dwith_profil:35,dwith_python:21,dwith_swig_pi:21,dwith_tim:35,dynam:[2,3,21,22,25,35,38],dynamic_cast:33,each:[2,3,5,8,9,12,13,15,17,22,24,26,31,32,33,36,38,40,41,46,48,49,51,52,53,54,55,56],each_feature_vector:6,each_meta:53,each_pixel_str:3,each_sequ:9,each_time_step_output:6,each_timestep:9,each_word:3,eaqual:9,eas:[13,22,49],easi:[0,22,26,33,36,51],easier:[16,22,33],easili:[16,22,24],echo:[26,53,55],edit:[8,26,41],editor:[26,32],edu:[13,41,42,48],educ:52,eeoi3ezpr86c:41,effect:[3,38,41],effici:[0,2,3,31,33],efg:9,efs:41,efs_dns_nam:41,efsvol:41,eight:54,either:[9,13,15,16,35,51,53],elb:41,elbapis:41,elec:51,electron:[42,51],elem_dim:9,element:[3,5,8,9,10,13,15,22,51,55,56],elif:[16,53],elimin:54,els:[9,16,26,33,49,51,53],emac:[26,32],emb:[42,51],embed:[16,31,50,53,55],embedd:54,embedding_lay:[31,51,53],embedding_nam:[9,31],embedding_s:[9,31],emphas:35,empir:9,emplace_back:33,emploi:[31,52],empti:[8,13,17,24],emul:56,enabl:[3,7,35,36,38,41],enable_grad_shar:[37,38],enable_parallel_vector:38,enc_proj:[10,31],enc_seq:10,enc_vec:31,encod:[10,31,56],encoded_proj:[10,31],encoded_sequ:[10,31],encoded_vector:31,encoder_last:9,encoder_proj:31,encoder_s:31,encrypt:41,encrypt_decrypt:41,end:[3,8,9,22,24,31,38,46,54,55,56],end_pass:16,enditer:[15,16],endpass:[15,16],endpoint:41,endtrain:16,engin:[0,35,52],english:[3,9,56],enjoi:26,enough:24,ensembl:10,ensur:[3,17,33],enter:[26,52],entir:[9,10,55],entri:[13,33,41,52],entropi:[9,51,54],enumer:[6,51,53],enumerate_data_types_of_data_lay:13,env:[32,41],environ:[16,25,26,28,35,36,37,38,41,42,47,48,53],eol:32,eos_id:[9,31],epel:25,epoch:52,epsilon:11,equal:[9,10,17,38],equat:[9,10,11,26],equilibrium:47,equip:[25,31],equival:[9,16],error:[7,8,9,11,16,24,28,33,36,38,41,48,49,51,52,53,55,56],error_clipping_threshold:7,especi:[3,10,54],essenc:16,essenti:[9,16,25,54,56],estat:24,estim:[9,16],eta:42,etc:[13,22,26,36,37,40,41,55,56],etcd:17,eth0:[36,41],ethternet:36,eval:[8,51,53,55,56],eval_bleu:56,evalu:[2,9,14,15,35,36,51,55,56],evaluate_pass:55,evalut:[24,56],even:[16,22,35,38,55],evenli:41,event:42,event_handl:[15,16],everi:[2,3,8,9,10,13,16,17,31,32,33,38,51,54,55,56],everyth:[24,32],exactli:[3,8,9,10,26,41,54],exampl:[2,3,9,10,11,13,15,22,24,25,26,31,33,35,36,37,38,40,41,42,48,49,50,51,55,56],exceed:9,except:[3,13,40,46,53,55],excluded_chunk_typ:8,exconv:9,exconvt:9,exdb:13,exec:[26,38],execut:[17,33,35,41,52,54,55],exist:[16,17,22,33,38,41,52,55],exit:[38,42],expand:[33,54,55,56],expand_a:9,expand_level:9,expandconvlay:9,expandlevel:9,expect:[9,35,55],expens:56,experi:40,expir:17,explain:[3,8,17,36,47,55],explan:[9,51,56],explanatori:[24,26],explicit:33,explicitli:[3,16],exploit:48,explor:9,exponenti:6,expos:[26,41],express:[16,41,55],extend:[0,53],extens:[52,53,56],extent:21,extern:[3,20,21],extra:[7,9,10,24],extra_input:9,extra_lay:15,extraattr:[7,40],extraattribut:[9,10],extraattributenon:9,extract:[9,41,48,54,55],extract_fea_c:49,extract_fea_pi:49,extract_para:46,extralayerattribut:[7,9],extrapaddl:10,extrem:[9,35],extremli:2,f120da72:42,f7e3:41,fa0wx:42,fabric:36,facotr:9,fact:49,factor:[7,9,11],factori:20,fail:[3,17,38,40,42,48],failur:17,fake:47,fake_imag:22,fals:[3,7,8,9,10,11,13,22,24,31,33,38,40,42,46,51,53,54,55,56],false_label:22,false_read:22,famili:56,familiar:[3,24],fanscin:3,fantasi:52,fantast:51,far:0,farmer:52,fascinatingli:2,fast:[9,32,35],faster:[9,10,17,31,35,55],favorit:32,favourit:26,fbd1f2bb71f4:42,fc1:[33,40],fc2:40,fc3:40,fc4:40,fc8a365:41,fc8a:41,fc_act:10,fc_attr:10,fc_bias_attr:10,fc_layer:[9,24,33,40,51,53],fc_mat:15,fc_name:10,fc_param_attr:10,fclayer:33,fdata:54,fea:49,fea_output:49,feat:55,featur:[3,6,9,13,32,38,48,51,55,56],feature_map:53,feed:[10,13,15,16,24,55],feedback:0,feeder:13,feedforward:48,femal:52,fernan:55,festiv:3,fetch:[13,17,31,33],few:[3,17,22,26],fewer:9,fg0:9,field:[9,15,35,41],figur:[16,31,33,35,46,47,48,49,54,55,56],file1:56,file2:56,file:[2,3,5,8,9,13,15,16,17,19,21,22,24,25,26,31,32,33,36,38,46,48,49,54,55,56],file_list:3,file_nam:[3,24,49,51,54],filenam:[3,19,53],filer:9,filesystem:[26,41],fill:[9,17,41,51],film:52,filter:[9,49],filter_s:[9,10],filter_size_i:9,finali:36,find:[9,11,17,26,35,48,55,56],fine:[7,53],fingerprint:41,finish:[3,17,26,36,41,42,48],finit:33,first:[3,9,13,16,17,24,26,28,31,32,33,35,38,40,41,46,47,48,49,51,53,54,55,56],first_seq:31,firstn:13,firstseen:42,fit:[2,13,32],five:[35,51],fix:[3,7,20,56],flag:[13,38,47,48,54],flexiabl:22,flexibl:[0,2,9,10,16,31],flight:56,float32:[5,13,22,24,47,49],floor:9,flow:[23,32],fly:[24,51],fnt03:41,focu:[3,35],folder:[19,25,41,48,55,56],follow:[2,3,8,9,10,11,13,16,17,22,25,26,28,31,32,33,35,36,40,41,42,43,44,46,47,48,49,51,52,53,54,55,56],fool:47,forbid:16,force_load:20,forecast:55,forget:[11,16,55],form:[2,3,10,11,35,54],format:[2,3,8,24,32,33,38,41,46,48,52,53,55],former:[16,56],formula:[9,10],formular:9,forward:[6,10,31,32,33,40,47,54,55],forwardactiv:33,forwardtest:5,found:[3,5,9,25,31,47,48,51,55],four:[3,28,46,49,51,53,54,55],frame:8,framework:[16,33,49,51,55],free:[13,56],french:56,frequenc:[13,35,46,51,55],frequent:[22,36,56],frog:48,from:[0,3,5,9,10,13,15,17,19,22,24,26,31,32,33,35,36,38,40,41,42,46,47,48,49,51,52,53,54,55,56],from_timestep:9,fromfil:[22,24,49],fulfil:35,full:[9,17,26,31,33],full_matrix_project:[10,31],fulli:[24,32,33,35,47,48,49,51,53,55],fullmatrixproject:9,fully_matrix_project:10,fullyconnect:46,fullyconnectedlay:33,func:13,fundament:24,further:9,fusion:53,gain:9,game:47,gamma:49,gan:16,gan_train:47,gap:38,gate:[9,10,55],gate_act:[9,10],gate_recurr:9,gather:[9,33,53],gauss:7,gaussian:47,gcc:[20,25,26],gdebi:28,gen:[9,56],gen_conf:[47,56],gen_data:56,gen_result:56,gen_train:47,gen_training_machin:47,gen_trans_fil:31,gender:[13,52,53],gener:[2,3,5,8,9,10,13,15,16,17,19,22,24,25,26,35,36,38,40,41,46,49,50,51,53,55],generated_word_embed:9,generatedinput:[9,31],generator_conf:47,generator_machin:47,generator_train:47,genert:3,genr:[52,53],gereat:8,get:[3,9,10,13,15,24,25,28,31,33,35,36,41,45,48,49,51,53,54,55],get_batch_s:54,get_best_pass:55,get_config_arg:[40,51,53,55],get_data:[42,51,54],get_dict:13,get_embed:13,get_imdb:55,get_input_lay:33,get_mnist_data:47,get_model:49,get_movie_title_dict:13,get_nois:47,get_output_attr:10,get_shap:15,get_training_loss:47,get_word_dict:13,getbatchs:33,getenv:16,getinput:33,getinputgrad:33,getinputvalu:33,getoutputgrad:33,getoutputvalu:33,getparameterptr:33,getsiz:33,getslotvalu:47,gettempl:41,gettranspos:33,getw:33,getweight:33,getwgrad:33,gfortran:25,gildea:54,gist:10,git:[23,25,26,32],github:[9,10,25,26,28,49],give:[3,17,24,26,33,35,41,51],given:[3,13,15,22,33,38,47,51,54,55,56],global:[3,7,16,17,35,38,41,53,55],global_learning_r:7,globalstat:35,globalstatinfo:35,globe:3,goal:[35,54],godoc:20,goe:[9,10,17,24],going:[51,55],good:[9,22,35,55,56],goodfellow13:9,googl:16,googleapi:41,gpg2:41,gpg:41,gpu:[2,3,7,9,12,23,25,28,34,36,47,48,49,53,54,55,56],gpu_id:[38,40,47],gpugpu_id:37,grab:[17,55],grad:[38,52],grad_share_block_num:[37,38],gradient:[7,8,9,11,15,17,38,51,55],gradient_clipping_threshold:[7,51,55],gradient_machin:[15,21],gradient_printer_evalu:8,gradientmachin:[5,15,21,47,53,56],gradual:[24,35],grai:48,gram:[46,55],grant:41,graph:[9,15,17,46],graphviz:49,grave:55,grayscal:3,greater:9,grep:[26,55],groudtruth:31,ground:[8,9,51,56],group:[10,55],group_id:53,group_input:31,grouplen:[13,52],gru:[9,31,51,56],gru_attr:10,gru_bias_attr:10,gru_decod:31,gru_decoder_with_attent:31,gru_encoder_decod:[46,56],gru_memori:10,gru_siz:51,gru_step:[10,31],gru_step_lay:31,grumemori:[10,31],gserver:[9,33],gsizex:35,guarante:33,guess:[24,55],gui:35,guid:[27,31,32,33,35,41,42,46,48,55,56],guidenc:24,gur_group:10,gzip:42,hack:[27,36],hadoop:16,half:41,hand:[52,53,55],handl:[16,22,36,53,55],handler:15,handwrit:[3,55],hard:[41,51],hardwar:[26,35],has:[3,5,9,10,11,13,16,17,26,31,33,35,41,42,46,48,51,52,53,54,55,56],has_kei:15,have:[2,3,5,8,9,10,13,16,17,22,24,25,26,31,32,33,35,36,38,40,41,46,48,51,52,53,55,56],hdf:[2,19],head:[32,46,55],header:[21,24,33,46,49,53],health:52,heavi:36,height:[9,13,20,22,33,48],held:17,hello:16,help:[3,5,32,36],helper:[9,10,33],here:[3,5,7,9,10,13,16,17,22,24,25,31,36,37,40,41,42,46,48,49,50,51,52,53,54,55,56],heurist:[9,38,56],hidden:[9,10,31,41,51,53,55],hidden_s:[10,53],hierarch:[9,31],high:[7,33,47],higher:2,highest:[13,56],highli:[2,3,13,31,40,53,55],him:16,hint:24,histor:55,hl_get_sync_flag:33,hold:[16,17,41],home:[19,36,41,42],homemak:52,hook:[3,53,54],hope:0,horizont:[9,49],horror:52,hors:48,horst:55,host:[25,26,36,41,42],hostnam:[36,41],hostpath:42,hostport:41,hot:53,hour:56,hous:[3,13,24,46],how:[2,3,7,9,16,17,24,31,36,38,41,42,45,48,49,51,53],howev:[3,10,22,24,31,32,37,38,41,55,56],hpp:20,html:[13,26,48],htod:35,http:[9,10,13,25,26,28,32,41,42,47,48,49,56],huber:9,huge:[9,32],huina:55,human:56,hyper:[9,33],hyperplan:13,i0601:53,i0706:56,i0719:56,i1117:35,iamfullaccess:41,iamusersshkei:41,ib0:36,ics:13,icwsm:55,id_input:[8,31],idea:[9,22],ident:[24,26,41,52],identifi:[31,33],identityoffsetproject:9,identityproject:9,ids:[8,9,33,51,53],idx:33,ieee:55,ignor:[3,8,9,38,46],ijcnlp:55,illustr:[3,17,31,33,35,51],ilsvrc:49,imag:[3,12,13,16,22,24,27,40,41,43,44,47,49,50,56],image_a:22,image_b:22,image_classif:48,image_fil:22,image_lay:22,image_list_provid:49,image_nam:16,image_path:22,image_provid:48,image_reader_cr:22,image_s:49,imagenet:[19,50],imagepullpolici:41,imageri:9,images_reader_cr:22,imdb:52,imdber:55,img:[3,9,48],img_conv:10,img_featur:3,img_pool:10,img_siz:48,imgsiz:35,imgsizei:35,imgsizex:35,immedi:41,immutable_paramet:16,implement:[3,9,10,11,13,20,21,31,51,54],importerror:53,improv:[0,35,41,55,56],inbound:41,includ:[2,3,9,10,13,16,20,21,25,26,31,33,35,38,41,42,46,51,52,54,56],inconsist:52,incorrect:9,increas:[17,38,56],increment:38,incupd:33,inde:[13,22,26],independ:[9,51],index:[3,8,9,12,13,15,17,31,36,41,53],indexslot:[9,54],indic:[3,8,9,24,36,41,54],individu:[17,24,41],industri:17,infer:[1,16,17,20,25],infiniband:36,info:[8,9,13,33,36],infom:32,inform:[5,13,33,35,38,41,52,53,54,55,56],infrastructur:[41,47],ingor:38,ininst:16,init:[7,33,40,41,47,51,53,54],init_hook:[51,53,54],init_model_path:[37,38,40,46,51,54],initi:[3,5,7,9,13,31,33,38,46,47,51,54],initial_max:7,initial_mean:[7,9],initial_min:7,initial_std:[7,9],initpaddl:[5,47],inlcud:10,inlin:41,inner:33,inner_param_attr:10,input1:[9,10],input2:9,input:[3,5,6,8,9,10,12,13,15,22,24,31,33,40,46,47,48,49,51,53,54,55,56],input_data:33,input_data_target:33,input_featur:6,input_fil:[24,54],input_hassub_sequence_data:33,input_id:9,input_imag:[10,48],input_index:33,input_label:33,input_lay:33,input_nam:16,input_sequence_data:33,input_sequence_label:33,input_sparse_float_value_data:33,input_sparse_non_value_data:33,input_t:33,input_typ:[24,31,51,53],inputdef:33,inputlayers_:33,inputtyp:[3,13],insid:[8,9,17,22,26,41],inspir:46,instal:[26,29,32,36,42,48,49,53,54,55],instanc:[9,17,19,31,33,35,38,54],instance_ip:41,instanti:17,instead:[9,10,12,22,26,32,36,51,56],instruct:[26,28,35,51],int32:38,integ:[3,8,9,13,20,31,33,51,55],integer_valu:[3,13,51],integer_value_sequ:[3,13,31,51,54],integr:[25,54],intend:0,inter:[9,36],interact:[26,41],intercept:9,interest:[35,55],interfac:[1,5,7,9,10,36,41,48,53,55],interg:51,intergr:9,intermedi:54,intern:[9,10,13,15,41],internet:[17,55],interpret:[3,8,25,35],interv:55,intrins:25,introduc:[3,17,42,53,55],introduct:[4,47],invalid:22,invari:48,invok:[3,9,15,35,41,53],involv:47,iob:8,ioe:8,ips:41,ipt:[9,31],ipython:16,is_discriminator_train:47,is_gener:[9,46,47,56],is_generator_train:47,is_kei:53,is_loc:15,is_predict:[51,53,55],is_seq:[9,31,53],is_sequ:53,is_stat:7,is_test:[49,54,55],is_train:3,isn:35,isol:26,isspars:33,issu:[25,26,35],item:[9,13,15,22],iter:[9,10,11,13,15,16,17,22,48,54,55],its:[3,8,9,10,16,17,33,35,38,41,46,47,48,51,55,56],itself:[10,17],java:20,jeremi:35,jie:[54,55],jmlr:9,job:[5,13,37,38,40,49,51,53,54,55,56],job_dispatch_packag:36,job_id:13,job_mod:46,job_nam:41,job_namespac:41,job_path:41,job_workspac:36,jobpath:41,jobport0:41,jobport1:41,jobport2:41,jobport3:41,johan:55,join:17,joint:[46,56],jointli:[10,56],journal:[54,55],journei:26,jpeg:48,jpg:49,json:[36,41,42,53],jth:10,judg:56,jupyt:26,just:[3,6,8,9,10,13,24,32,36,40,41,46,48,53,54,55],jx4xr:41,jypyt:16,k8s_data:41,k8s_job:16,k8s_token:16,k8s_train:41,k8s_user:16,kafka:19,kaim:9,kaimingh:49,kebilinearinterpbw:35,kebilinearinterpfw:35,keep:[3,9,17],kei:[3,13,15,17,35,36,53,55],kernel:[9,35,51],key1:38,key2:38,key_pair_nam:41,keyid:41,keymetadata:41,keypair:41,keyserv:41,keystat:41,keyusag:41,keyword:3,kill:[17,41],kind:[2,3,16,17,24,41,42,47,51,53],kingsburi:54,kms:41,know:[3,10,16,24,33,35,41,53],knowledg:55,known:[47,55,56],kriz:[13,48],ksimonyan:10,kube_cluster_tl:16,kube_ctrl_start_job:16,kube_list_containers_in_job_and_return_current_containers_rank:16,kubeconfig:41,kubectl:42,kuberent:[17,41],kubernet:[16,17,34,36,43,44],kubernetes_service_host:16,kwarg:[3,8,9,10,11,13,51,53,54],l1_rate:7,l2_rate:7,l2regular:[48,51,55],label:[3,5,8,9,11,13,15,22,24,31,42,47,48,49,50,51,53,55],label_dict:54,label_dim:[9,51],label_fil:[22,54],label_lay:22,label_list:54,label_path:22,label_slot:54,labeledbow:55,labl:55,lag:38,lake:3,lambdacost:9,lambdarank:9,languag:[9,13,40,46,54,55,56],larg:[12,13,54,55,56],larger:[3,7,8,9,36],last:[8,9,10,24,31,36,38,51,55,56],last_time_step_output:9,lastseen:42,late:55,latenc:[36,41],later:[25,32,41,51],latest:[9,17,26,32,42,55],latter:56,launch:[38,41,55],launcher:16,lawyer:52,layer1:[9,10],layer2:9,layer3:9,layer:[5,7,8,10,12,13,14,15,22,24,31,34,37,38,46,47,48,49,51,53,54,55],layer_0:33,layer_attr:[9,31,40],layer_num:[40,49],layer_s:9,layer_typ:9,layerbas:33,layerconfig:33,layergradutil:33,layermap:33,layeroutout:9,layeroutput:[9,53],lbl:[8,48],ld_library_path:[25,28,36],lead:35,learn:[0,7,8,9,10,11,13,16,22,24,26,29,31,33,35,48,49,51,54,55,56],learnabl:9,learning_method:[24,46,48,51,53,55,56],learning_r:[7,24,46,48,51,53,55,56],leas:17,least:[8,9,17,25,52],leav:[3,41],lecun:13,left:[9,24,49],leman:56,len:[3,9,31,33,51,53,54],length:[9,10,13,31,38,42,55,56],less:[9,16,36,56],less_than:16,let02:42,let:[5,9,16,24,41,53],level:[7,9,36,38,47,53,55,56],lib64:[25,36,38],lib:21,libari:21,libcudnn:25,libjpeg:48,libpaddl:[20,21],libpaddle_capi:21,libpaddle_gserv:21,libpaddle_math:21,libpython:25,librari:[9,21,25,26,36,38,53],licens:54,life:17,like:[3,8,9,13,17,22,24,25,31,35,36,37,40,41,46,49,51,53,55,56],limit:[9,13,35,38],line:[2,3,5,8,13,24,32,34,35,36,40,41,46,48,49,53,54,55,56],linear:9,linearactiv:[9,24],linguist:54,link:[9,10,25,41,51,55],linux:[25,26,28,41,56],lipeng:46,lipton:55,list:[2,3,8,9,13,15,16,24,26,31,33,36,38,40,41,48,49,51,53,54,55,56],listen:38,literatur:55,littl:[2,3,38,51,55],lium:56,live:[17,26],liwicki:55,load:[2,3,5,9,16,17,24,38,41,49,53,54,55,56],load_featur:49,load_feature_c:49,load_feature_pi:49,load_missing_parameter_strategi:[37,38,40,46,54],load_uniform_data:47,loadparamet:5,loadsave_parameters_in_pserv:[37,38],local:[7,17,25,26,32,36,37,38,42,48,55],localhost:26,locat:[31,33,51,54],lock:17,log:[3,32,33,36,38,41,42,48,53,54,55,56],log_barrier_abstract:38,log_barrier_lowest_nod:[37,38],log_barrier_show_log:[37,38],log_clip:[37,38],log_error_clip:[37,38],log_period:[38,40,42,47,48,51,53,54,55,56],log_period_serv:[37,38],logarithm:6,logger:3,logic:[3,36],login:26,longer:56,look:[3,24,36,37,41,42,47,51],lookup:51,loop:22,loss:[9,33,47,51,55,56],lot:37,low:9,lower:36,lowest:38,lpaddle_capi_shar:21,lpaddle_capi_whol:21,lst:53,lstm:[9,31,42,51],lstm_attr:10,lstm_bias_attr:10,lstm_cell_attr:10,lstm_group:10,lstm_size:51,lstm_step:10,lstmemori:[10,31],lstmemory_group:9,ltr:9,lucki:24,mac:[21,25,26],machan:10,machin:[9,10,13,15,24,32,33,37,38,40,41,42,51,53,55,56],made:[3,17,24,31,52],mai:[3,9,22,26,32,35,41,52],main:[3,5,32,41,48,54,55],mainli:38,maintain:[9,41],major:[26,32,47,49,55,56],make:[3,16,17,22,25,26,32,33,35,36,41,48,51,53,55],male:52,malloc:33,manag:[17,32,36],manageri:52,mandarin:9,mani:[0,9,10,24,26,38,51,52,53,55],mannal:36,manual:32,manufactur:56,mao:55,map:[3,9,13,15,16,38,48,49,53],map_read:13,mapreduc:16,marcu:55,mark:[3,31,54],mark_slot:54,market:[24,52,55],martha:54,mask:[7,9],master:[16,23,32,38,55],mat:[20,21],mat_param_attr:10,match:35,math:[10,20,33,35],matirx:9,matplotlib:48,matric:[5,31,33],matrix:[8,9,10,13,15,20,21,31,33,37,40,49,54],matrixptr:33,matrixtyp:21,matter:3,max:[3,7,9,13,35,38,40,48,51,53],max_id:[9,15,51],max_job_id:13,max_length:[9,31],max_movie_id:13,max_sort_s:9,max_user_id:13,maxframe_printer_evalu:8,maxid:[8,51],maxid_lay:51,maxid_printer_evalu:8,maxim:[9,56],maximum:[8,13,31,35,38,51,54,55],maxinum:12,maxpool:9,mayb:[9,10,48],md5:[13,18],mean:[3,7,8,9,10,11,12,13,15,22,24,31,35,36,38,40,41,46,47,48,49,51,53,54,55,56],mean_img_s:48,mean_meta:49,mean_meta_224:49,mean_valu:49,measur:[24,35],mechan:[9,10,31,41,55],media:55,meet:54,mem:9,member:16,memcpi:35,memor:55,memori:[2,3,10,31,33,35,38,40,42,51,54,55,56],memory_nam:9,memory_threshold_on_load_data:38,mere:10,merg:[32,38,46,56],mergedict:[46,56],messag:[24,38,42,53,55,56],meta:[36,48,49,51],meta_config:[36,53],meta_fil:53,meta_gener:[36,53],meta_path:48,meta_to_head:53,metadata:[41,42],metaplotlib:16,method:[3,9,11,15,26,33,35,38,40,51,53,55,56],might:[9,26,33,41],mileag:35,million:[13,40,52],min:[7,35,40,41,53],min_pool_s:3,mind:36,mini:[3,9,13,15,17],mini_batch:22,minibatch:9,minibatch_data:13,minim:[3,11,24,38],minimum:9,minimun:38,minst:3,minut:[17,41,56],mirror:26,miss:[38,46,54],mit:41,mix:[10,31,54],mixed_attr:10,mixed_bias_attr:10,mixed_lay:[9,31,54],mixedlayertyp:9,mkdir:[25,26,41],mkl:25,mkl_path:25,mkl_root:25,ml_data:[36,53],mnist:[3,5,19,22],mnist_provid:3,mnist_random_image_batch_read:22,mnist_train:[3,22],mnist_train_batch_read:22,mod:54,modal:54,mode:[9,38,47,48,49,53,55,56],model:[1,2,5,9,10,13,17,18,32,33,34,38,41,53,54,55],model_config:[5,47],model_list:[38,40,54,55],model_output:55,model_path:40,model_zoo:[46,49],modifi:[5,31,32,33,36,41],modul:[2,3,5,10,13,15,24,25,48,49,51,53,54],modulo:9,momentum:[7,24,51],momentumoptim:[24,48],mon:42,monitor:[51,55],mono:9,month:[51,56],mood:55,more:[2,3,5,8,9,10,13,16,17,22,24,26,31,33,35,36,40,42,48,51,54,55,56],morin:9,mose:[55,56],moses_bleu:56,mosesdecod:55,most:[3,5,9,13,16,22,24,31,33,35,37,53,54,55,56],mostli:[48,52],mount:[26,41,42],mountpath:[41,42],move:[9,17,35,41,53,55],movement:[35,55],movi:[3,13,55],movie_categori:13,movie_featur:53,movie_head:53,movie_id:53,movie_info:13,movie_meta:53,movie_nam:53,movie_review:13,movieid:52,movieinfo:13,movielen:50,moving_average_fract:9,mpi:36,mse_cost:[24,53],much:[9,17,22,35],mul:33,mulit:36,multi:[9,33,37,38,49,56],multi_binary_label_cross_entropi:9,multi_crop:49,multinomi:9,multipl:[8,9,10,13,16,26,31,33,38,40,41,47,51,53,55],multipli:[8,9,33,48],multithread:3,music:52,must:[3,6,8,9,10,22,25,26,31,32,33,36,38,40,41,56],my_cluster_nam:41,my_cool_stuff_branch:32,my_external_dns_nam:41,mypaddl:42,mysteri:52,name:[3,7,8,9,10,12,13,15,16,17,19,21,24,26,31,33,35,36,38,40,42,43,44,46,47,48,49,51,53,55,56],name_prefix:19,namespac:[20,26,33,42],nano:32,nativ:9,natur:[40,54,55],nchw:9,ndarrai:[15,19],ndarri:15,ndcg:9,ndcg_num:9,nearest:51,necessari:[3,9,25,33,36,51,55],necessarili:33,need:[3,9,10,13,16,24,25,26,28,31,32,33,36,37,38,40,41,42,47,48,49,51,53,54,55,56],neg:[3,8,9,51,54,55],neg_distribut:9,negat:54,neighbor:51,nest:[3,13],net:[9,10],net_conf:55,net_diagram:49,network:[2,3,5,7,8,9,11,13,14,15,16,17,22,24,26,33,35,36,38,46,55,56],network_config:40,networkadministr:41,neural:[3,5,9,10,11,13,15,16,17,24,35,38,46,47,49,55,56],neuralnetwork:9,neuron:[5,33,51,55],never:[13,22,41,42],newest:32,newtork:55,next:[9,13,17,31,33,35,38,41,42,54,55,56],nfs4:41,nfs:41,nfsver:41,nginx:26,nic:[36,37,38],nine:[13,54],nlp:[3,9],nltk:13,nmt:56,nnz:33,no_cach:3,no_sequ:[3,53],noah:55,noavx:[26,28],node:[9,33,36,38,41,42,55,56],node_0:41,node_1:41,node_2:41,nodefil:36,noir:52,nois:[9,17,47],noise_dim:47,non:[9,17,33,38,41],none:[2,3,5,7,8,9,10,11,12,13,15,16,24,31,49,51],nonlinear:33,norm:47,norm_by_tim:9,normal:[3,5,9,10,13,28,31,33,36,38,42,46,47,49],normzal:49,north:48,notat:9,note:[3,5,7,9,10,12,15,16,22,25,35,38,40,41,46,48,53,55],notebook:26,noth:[6,15,38],notic:[31,33],novel:55,now:[0,3,9,17,24,26,32,38,41,47,53,54],np_arrai:13,nproc:25,ntst1213:56,ntst14:56,nullptr:33,num:[9,36,38,51,54,55,56],num_channel:[9,10,48],num_chunk_typ:8,num_class:[9,10,48],num_filt:[9,10],num_gradient_serv:[37,38],num_group:9,num_neg_sampl:9,num_parameter_serv:16,num_pass:[15,24,37,38,40,42,51,53,54,55,56],num_repeat:9,num_result:8,num_results_per_sampl:9,num_shard:19,number:[3,8,9,13,17,19,22,24,33,36,38,41,46,48,49,51,54,55,56],numchunktyp:8,numdevices_:40,numlogicaldevices_:40,numofallsampl:8,numofwrongpredict:8,numpi:[13,15,19,22,24,25,47,49],numsampl:35,numtagtyp:8,nvcc:26,nvidia:[25,26,35,38],obj:[3,24,48,49,51,53],object:[3,5,7,9,10,11,13,15,16,20,35,47,48,49,51,54],observ:[11,24,33,35,56],obtain:[51,54,55],occup:[52,53],occur:[13,15,32],oct:42,odd:9,off:[21,26],offer:[5,54],offici:[26,41,48],offlin:[17,19],offset:[9,53],often:[36,51,56],ograd:33,old:[26,32,38],omit:51,on_init:3,on_travisexclud:25,onc:[3,9,17,26,32,33,41,51],one:[3,6,8,9,10,11,12,13,16,17,22,24,26,32,33,36,38,40,41,42,46,47,48,49,51,53,54,55,56],one_host_dens:53,one_hot_dens:53,onli:[2,3,5,8,9,10,12,13,15,16,24,25,31,32,33,35,37,38,40,41,42,46,49,51,52,55,56],onlin:[11,17,19,22],onto:41,open:[0,3,9,16,22,24,26,41,49,51,53,54],openbla:25,openblas_path:25,openblas_root:25,oper:[9,10,11,26,31,33,35,38,41,46,48,53],opinion:55,opt:[16,25],optim:[3,7,14,15,24,33,35,55],option:[3,8,9,16,24,32,33,36,40],order:[3,9,10,13,22,33,38,41,42,47,49,51,55,56],ordinari:55,oregon:41,org:[9,10,13,25,26,47],organ:[9,48,55,56],origin:[0,2,3,9,13,32,47,54,56],other:[3,8,9,10,13,17,25,26,28,31,32,40,41,42,46,47,48,49,51,52,53,54,55,56],otherchunktyp:8,otherwis:[2,9,13,16,17,22,31,36,40,53,56],our:[16,26,31,33,41,42,46,48,51,54,55,56],out:[9,15,16,24,31,35,38,41,42,48,55],out_dir:41,out_left:9,out_mem:31,out_right:9,out_size_i:9,out_size_x:9,outlin:39,outperform:54,output:[5,6,7,8,9,10,12,13,15,16,19,22,24,31,33,35,38,40,42,46,47,48,49,51,53,54,55,56],output_:[9,33],output_dir:49,output_fil:54,output_id:9,output_lay:[15,49],output_max_index:12,output_mem:[9,31],output_path:19,outputh:9,outputw:9,outsid:[3,9,10],outter_kwarg:3,outv:33,over:[2,9,10,16,32,33,35,51,54,55],overcom:55,overhead:35,overlap:33,overrid:[17,33],owe:0,own:[26,32,36,41],pacakg:28,pack:26,packag:[3,13,26,27,41],pad:[31,51],pad_c:9,pad_h:9,pad_w:9,paddepaddl:2,padding_attr:9,padding_i:9,padding_x:9,paddl:[3,5,6,7,8,9,10,11,12,13,15,16,17,19,20,21,24,25,26,27,28,32,33,34,35,36,38,40,41,47,48,51,53,54,55,56],paddle_error:[20,21],paddle_matrix:[20,21],paddle_matrix_cr:21,paddle_matrix_get_shap:20,paddle_matrix_shap:20,paddle_n:36,paddle_output:42,paddle_port:36,paddle_ports_num:36,paddle_ports_num_for_spars:36,paddle_pserver2:36,paddle_root:46,paddle_source_root:46,paddle_train:[21,23,36],paddledev:[41,42],paddlepaddl:[0,2,3,5,9,10,13,17,22,24,25,28,31,32,33,34,35,36,43,44,49,51,53,54,55],paddlepadl:3,paddlpaddl:0,paddpepaddl:3,page:[32,41,53],pai:26,pair:[8,54],palceholder_just_ignore_the_embed:46,palmer:54,paper:[9,46,47,49,54,55,56],paraconvert:46,paragraph:55,parallel:[35,38,40,41,42,56],parallel_nn:[7,37,38],param:[7,9,53],param_attr:[9,10,24,31],paramattr:[7,9,24,31],paramet:[2,3,5,8,9,10,11,12,13,14,18,22,24,33,34,40,47,48,51,53,54,55,56],parameter_attribut:9,parameter_block_s:[37,38],parameter_block_size_for_spars:[37,38],parameter_learning_r:7,parameter_nam:[15,16],parameter_serv:16,parameterattribut:[7,9,10],parametermap:33,parameters_:33,parameterset:16,parametris:11,paramt:[41,46],paramutil:53,paraphras:56,paraphrase_data:46,paraphrase_model:46,paraspars:33,parent:33,pars:[5,13,40,41,47,53,54],parse_config:[5,47],parser:53,part:[3,24,31,32,33,35,47,51,53,54,55,56],parti:[35,53],partial:[9,47],participl:46,particular:35,partit:[17,19,41],pass:[3,9,13,15,17,22,24,32,33,35,36,38,41,42,47,48,51,53,54,55,56],pass_id:15,pass_idx:22,pass_test:47,passtyp:33,password:36,past:[16,26,41],path:[2,3,8,13,15,17,22,24,25,31,36,38,40,41,42,46,48,49,51,54,55,56],pattern:[13,17,20,24,41,53,55],paul:54,paus:17,pave:56,pdf:[9,10],pem:[16,41],pend:17,penn:54,per:[9,13,17,22,38,48,51],perfom:[38,40],perform:[2,9,10,24,31,32,33,34,36,37,47,48,51,55,56],period:[2,17,38,51,53,54,55,56],perl:[55,56],permiss:41,peroid:9,persist:41,persistentvolum:41,persistentvolumeclaim:41,person:16,perspect:35,perturb:33,pfs:19,pgp:41,phase:24,photo:48,pick:[3,41],pickl:53,pictur:51,piec:[9,10,24],pillow:48,pip:[25,32,36,48,53],pipe:52,pipelin:54,pixel:[3,9,13],pixels_float:3,pixels_str:3,place:[2,3,17,33,35,36,49,56],placehold:[24,46],plai:[54,55],plain:[2,8,9,15,21],plan:[17,33],platform:[0,24,41],pleas:[3,5,7,9,10,11,16,17,22,25,26,27,31,32,33,41,46,48,51,53,54],plot:[16,48],plotcurv:48,png:[48,49],pnpair_evalu:8,pnpairvalidationlay:38,pnpairvalidationpredict_fil:37,pod:[41,42],pod_nam:41,point:[17,24,35],polar:[13,55],polici:41,polit:55,poll:55,poo:48,pool3:33,pool:[3,10,14,48,51,53],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:51,pooling_typ:[9,51],poolingtyp:12,popular:[24,49],port:[26,36,37,38,41,42],port_num:37,ports_num:38,ports_num_for_spars:[37,38,40],pos:[53,55],pose:17,posit:[3,8,9,13,51,54,55,56],positive_label:8,possibl:[16,32,35,47],post1:25,potenti:35,power:[51,56],practic:[9,24,31,33],pre:[3,9,10,13,16,26,41,42,46,48,54,55,56],pre_dictandmodel:46,precis:[8,25],precision_recall_evalu:8,pred:[51,54],predefin:55,predetermin:[9,38,56],predic:[13,54],predicate_dict:54,predicate_dict_fil:54,predicate_slot:54,predict:[3,4,8,9,11,15,24,31,36,38,46,51,56],predict_fil:38,predict_output_dir:[37,38,51],predict_sampl:5,predicted_label_id:51,predictor:53,predin:48,prefer:55,prefetch:33,prefix:[17,19,41],pregrad:33,preinstal:25,premodel:46,prepar:[5,43,51],preprcess:55,preprocess:[13,31,36,42,55],prerequisit:25,present:[16,49,54,56],pretti:24,prev_batch_st:[37,38],prevent:[2,11,16,17],previou:[9,10,17,33,38,41,54,56],previous:[9,42,49],price:[13,24],primarili:55,principl:16,print:[7,15,16,24,31,38,46,51,53,54,55,56],printallstatu:35,printer:8,printstatu:35,prite:8,privat:21,privileg:41,prob:[8,15,47],probabilist:[9,46],probability_of_label_0:51,probability_of_label_1:51,probabl:[8,9,15,31,32,49,51,54],problem:[5,9,11,16,51,54,55],proc:26,proc_from_raw_data:51,proce:[13,17,22,41],procedur:[46,54,56],proceed:[9,54],process:[2,3,5,7,9,10,16,19,24,26,31,36,38,40,41,42,46,48,49,51,53,54,55,56],process_pr:51,processdata:[48,49],processor:35,prod:26,produc:[10,13,17,22,26,49,51],product:[0,26,33,41,51,55],productgraph:42,profil:25,proflier:35,program:[2,13,16,19,22,26,35,36,38],programm:52,progress:[17,38],proivid:3,proj:9,project:[9,10,21,25,31,33,53],promis:[9,10],prompt:32,prone:16,prop:54,propag:[11,38,40],properli:51,properti:[3,38],propos:56,proposit:54,protect:33,proto:12,protobuf:25,protocol:38,prove:51,proven:56,provid:[0,9,13,16,24,26,31,35,36,41,46,47,48,49,52,55],providermemory_threshold_on_load_data:37,provis:41,provod:3,prune:9,ps_desir:17,pserver:[36,37,38,41],pserver_id:18,pserver_num_thread:[37,38],pserverstart_pserv:37,pseudo:16,psize:33,ptr:21,pull:[23,26,46,56],punctuat:55,purchas:51,purpos:[0,17,35],push_back:33,put:[17,26,33,36,42,51],pvc:41,pwd:26,py_paddl:[5,13,47],pydataprovid:[2,3,51],pydataprovider2:[4,5,24,31,51,53,55],pyramid:9,pyramid_height:9,python:[2,3,4,15,16,20,23,24,25,32,36,46,47,48,54,55,56],pythonpath:48,pzo:55,qualifi:25,qualiti:51,queri:[9,41,56],question:[9,16,41,54],quick:[38,42,50,56],quick_start:[41,42,43,51],quick_start_data:42,quickli:24,quickstart:42,quit:35,quot:52,rac:9,rais:13,ramnath:55,ran:35,rand:[35,38,40,47,54],random:[3,7,9,13,19,22,24,38,47,48,54],random_imag:19,randomli:55,randomnumberse:37,rang:[3,9,13,19,22,38,40,48,52,54],rank:[9,16,41,49,51],rare:3,rate:[7,8,11,13,33,36,48,51,53,55,56],rather:[5,41,55],ratio:38,raw:[9,24,51,55],raw_meta:53,rdma:[25,38],rdma_tcp:[37,38],reach:[17,35,54],read:[2,3,13,15,16,17,19,22,24,31,36,41,49,51,53],read_from_realistic_imag:16,read_from_rng:16,read_lock:18,read_mnist_imag:16,read_ranking_model_data:16,reader:[1,15,19,56],reader_cr:19,reader_creator_bool:22,reader_creator_random_imag:[13,22],reader_creator_random_image_and_label:[13,22],readi:[17,24,41,42,48],readm:[21,52,53,55],readonesamplefromfil:3,readwritemani:41,real:[3,22,24,47],realist:16,reason:[10,16,17,26,42],rebas:32,recal:8,receiv:17,recent:56,reciev:38,recogn:48,recognit:[3,9,49,55],recommand:3,recommend:[2,10,16,26,31,33,36,38,53],recommonmark:25,recompil:35,record:[41,53,54],recordio:16,recov:[17,24,47],rectangular:9,recurr:[54,55],recurrent_group:[10,31],recurrentgradientmachin:21,recurrentgroup:8,recurrentlay:38,recv:41,reduc:[11,36,38,40],refer:[2,5,7,9,10,11,17,31,33,36,42,46,48,51,53,56],referenc:9,regard:54,regardless:56,regex:53,region:[35,54],regist:[33,35],register_gpu_profil:35,register_lay:33,register_timer_info:35,registri:[26,42],regress:50,regular:[7,33,41,48,51,55],rel:[2,10,36],relat:[3,17,26,28,42,53,55],relationship:[13,24,47],releas:[23,25,26,28,41,52,54],relev:[54,56],reli:25,reliabl:17,relu:[9,33],remain:51,rememb:9,remot:[7,32,33,36,38,40,41],remoteparameterupdat:38,remov:[13,36,38,55],renam:56,reorgan:9,replac:[26,55],repo:32,report:[35,36],repositori:32,repres:[3,5,9,13,31,33,41,48,51,52],represent:[51,55],reproduc:56,request:[17,23,41,42,46,56],requir:[2,8,9,16,17,33,36,41,42,47,48,51,53],requrest:32,res5_3_branch2c_bn:49,res5_3_branch2c_conv:49,res:54,research:[9,13,48,52,55],resembl:55,reserv:3,reserveoutput:33,reset:[9,17],reshap:22,reshape_s:9,residu:49,resnet:50,resnet_101:49,resnet_152:49,resnet_50:49,resolv:[32,42],resourc:[26,41],respect:[3,24,31,33,38,48,49,54,56],respons:[9,41,42],rest:[3,9,24],restart:[17,41,42],restartpolici:[41,42],restrict:38,resu:22,result:[5,6,8,9,15,31,35,38,41,48,49,51,53,54,55],result_fil:[8,31],ret_val:53,retir:52,retran:41,retriev:[33,42],return_seq:10,reuqest:23,reus:[22,33],reveal:16,revers:[9,10,31,54,55],review:[13,32,42,51,55],reviews_electronics_5:42,revis:51,rewrit:56,rgb:9,rgen:55,rho:11,rich:24,right:[3,9,49],rmsprop:51,rmspropoptim:53,rnn:[9,10,34,37,51,55],rnn_bias_attr:31,rnn_layer_attr:31,rnn_out:31,rnn_step:9,rnn_use_batch:[37,38],rnnlm:13,robot:48,role:[13,16,31,41,50,55],roman:55,romanc:52,root:[11,12,36,41,42],root_dir:36,rot:9,roughli:[3,47],routin:53,routledg:55,row:[5,8,9,13,33,49],row_id:9,rsize:41,rtype:[9,53],rule:[33,41],run:[16,17,26,32,33,34,35,38,41,43,44,46,48,49,51,53,55,56],runinitfunct:35,runtim:[2,3,25,26,36],s_fusion:53,s_id:53,s_param:47,s_recurrent_group:31,sacrif:2,sai:[24,38,40],sake:33,sale:52,same:[3,5,8,9,10,16,31,36,40,41,46,51,53,54,55,56],samping_id:9,sampl:[3,5,8,13,36,38,40,46,47,49,51,53,54,55,56],sample_dim:47,sample_id:8,sample_num:8,santiago:55,satisfi:[36,41,51],save:[3,9,13,17,19,24,38,40,41,42,48,49,51,53,54,55,56],save_dir:[24,38,40,42,47,48,51,53,54,55,56],save_only_on:[37,38],saving_period:[37,38],saving_period_by_batch:[37,38,40,51],saw:3,scalabl:0,scalar:[3,9],scale:[0,6,49,52,53],scalingproject:9,scatter:9,scenario:[24,37],scene:37,schdule:41,schedul:[41,47],scheduler_factor:7,schema:46,scheme:[8,54],schmidhub:55,schwenk:56,sci:52,scienc:55,scientist:[0,52],score:[8,9,53,55,56],screen:53,scrip:51,script:[5,13,36,41,48,49,51,54,55,56],seaplane_s_000978:48,search:[9,17,25,31,38,54,56],seat:56,second:[3,9,13,16,22,24,26,32,36,46,49,51,52,53,55],secret:41,section:[3,31,33,36,41,51],sed:55,see:[3,5,9,10,16,17,24,26,32,35,41,46,47,49,51,53,55,56],seed:[35,38],segment:8,segmentor:46,sel_fc:9,select:[9,32,41,52,56],selectiv:9,selector:42,self:[24,33,52,55],selfnorm:9,semant:[13,16,23,31,50,55],semat:16,sen_len:54,send:[17,38,41],sent:[16,42],sent_id:31,sentenc:[3,9,13,31,51,54,55,56],sentiment:[3,24,50,51,54],sentiment_data:55,sentiment_net:55,sentimental_provid:3,separ:[3,8,38,46,51,52,53,54,56],seq:[9,53],seq_pool:9,seq_text_print:8,seq_to_seq_data:[46,56],seq_typ:[3,13,53],seqtext_printer_evalu:[8,31],seqtoseq:[9,31,46,56],seqtoseq_net:[9,31,46,56],sequel:3,sequenc:[3,6,8,9,10,12,13,33,46,51,53,54,55,56],sequence_conv_pool:51,sequence_layer_group:9,sequence_nest_layer_group:9,sequencestartposit:9,sequencetextprint:8,sequencetyp:3,sequenti:[9,31,51,54],seri:[10,55],serial:[3,15],serv:[26,35,41,47],server:[16,26,33,36,37],serverless:17,servic:[26,52],session:[26,35],set:[2,3,5,7,8,9,10,13,15,16,17,24,25,26,28,31,33,34,35,36,37,38,40,41,42,46,48,49,51,52,53,54,55,56],set_active_typ:33,set_default_parameter_nam:7,set_drop_r:33,set_input:9,set_siz:33,set_typ:33,setp:41,settup:33,setup:[3,26,33,51],sever:[3,9,36,40,41,50,51,53,54,55,56],sgd:[11,15,16,17,36,47,55,56],sgdasync_count:37,shallow:54,shape:[9,15,49],shard:[17,18,19,41],share:[9,21,25,26,35,38,42,54],shared_bia:10,shared_bias:9,shared_ptr:[20,21],shell:[41,49],shift:49,ship:48,shold:55,shop:55,shorten:9,shorter:49,should:[3,5,8,9,13,15,16,22,24,28,31,32,36,41,48,51,53,54,55,56],should_be_fals:16,should_be_tru:16,should_shuffl:[3,54],shouldn:32,show:[5,11,13,17,24,32,38,41,42,46,49,51,53,54,55,56],show_check_sparse_distribution_log:[37,38],show_layer_stat:[37,38],show_parameter_stats_period:[37,38,40,42,51,54,55,56],shown:[3,8,9,16,31,33,35,41,47,48,49,51,53,55,56],shrink:33,shuf:53,shuffl:[3,13,53,55],sid:41,side:[9,15,49],sig:41,sigint:36,sigmoid:[9,10,33],sign:41,signal:36,signatur:41,signific:35,similar:[9,22,41,51,53],similarli:[9,54],simpl:[2,3,6,8,9,10,13,15,25,26,32,35,38,51,53,54,55],simple_attent:31,simple_gru:51,simple_lstm:[9,51],simple_rnn:[9,31],simplest:41,simpli:[2,9,16,25,26,31,32,35,46,49,53,55,56],simplifi:[16,33,42],simultan:41,sinc:[9,17,22,24,26,35,41,47,51,52,56],sincer:[32,55],singl:[3,8,10,13,17,26,33,36,42,49,51,54,56],site:41,six:[46,54,56],size:[3,8,9,10,11,13,17,19,22,24,31,33,36,38,47,48,49,51,52,53,54,55,56],size_a:9,size_b:9,size_t:33,sizeof:46,skill:56,skip:[22,24,36,41,49],slide:[9,11,13,17],slightli:48,slope:9,slot:[53,54],slot_dim:53,slot_nam:53,slottyp:53,slow:[3,35],small:[3,13,33,36,38,48,56],small_messag:[37,38],small_vgg:48,smaller:[9,17],smith:55,smooth:9,snap:42,snapshot:[18,41],snippet:[31,33,35,41,51],social:55,sock_recv_buf_s:[37,38],sock_send_buf_s:[37,38],socket:38,softmax:[9,10,16,31,33,46,51,54,55],softmax_param_attr:10,softmax_selfnorm_alpha:9,softmaxactiv:[31,51],softwar:[26,35],solv:[16,54],solver:56,some:[3,7,9,13,15,16,24,25,32,33,35,37,38,40,41,47,51,52,53,54,55,56],some_c_api_funct:21,some_inst:21,some_python_class:20,somecppclass:20,somedata:15,somegotyp:20,someth:[3,9],sometim:[11,22,35,55],soon:17,sophist:[24,33,36],sort:[9,13,38,41,53,55,56],sourc:[0,9,13,21,22,24,26,31,32,41,42,46,51,53,56],source_dict_dim:31,source_language_word:31,space:[8,26,31,35],space_seperated_tokens_from_dictionary_according_to_seq:8,space_seperated_tokens_from_dictionary_according_to_sub_seq:8,spars:[3,7,9,11,13,33,36,38,41,51],sparse_binary_vector:[3,13,51],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:33,sparseprefetchrowcpumatrix:33,spatial:[9,48],speak:[31,56],spec:[41,42],specfii:38,speci:48,special:[9,25,46,51,56],specif:[2,40,48,51,53],specifi:[2,3,8,9,13,16,24,25,31,33,38,41,47,48,49,51,52,53,55,56],speech:9,speed:[10,26],spefici:49,sphinx:[20,25,26],sphinx_rtd_them:25,split:[3,9,36,40,41,46,49,51,54],split_count:41,sql:2,squar:[9,11,12,24],squarerootnpool:9,squash:56,srand:38,src:56,src_backward:31,src_dict:31,src_embed:31,src_forward:31,src_id:31,src_root:5,src_word_id:31,srl:[13,54],ssd:9,ssh:[26,36,41,42],sshd:26,ssl:25,sstabl:[16,19],stabl:[23,41],stack:[24,41,51,54],stacked_lstm_net:55,stacked_num:55,stackexchang:9,stage:36,stake:56,stale:[17,32],stamp:35,standard:[7,46,48,54,55,56],stanford:[13,42],star:52,start:[9,15,17,24,26,31,32,35,36,38,45,46,50,53,56],start_pass:[37,38],start_pserv:38,startup:[17,41],stat:[25,35,38,54,55,56],state:[9,10,17,24,31,38,42,47,54,56],state_act:[9,10],statement:[33,41],staticinput:[9,31],statist:[9,38,51,54,55,56],statset:35,statu:[32,35,41,42],status:42,std:[20,21,33,38],stderr:36,stdout:36,step:[5,9,10,12,17,26,31,33,35,36,41,42,51,53,54,55,56],still:49,stmt1482205552000:41,stmt1482205746000:41,stochast:[11,17],stock:55,stop:[9,26,36,38,42,53],storag:[41,42,48],store:[8,9,13,33,36,38,41,42,46,48,49,51,53,54,55,56],str:[15,40],straight:32,strategi:[3,12,17,38,54],street:[9,54],strength:47,strict:22,stride:9,stride_i:9,stride_x:9,string:[2,3,8,9,33,38,41,55],strip:[51,53,54],struct:21,structur:[13,36,41,46,48,51,53,54,55,56],sts:41,stub:9,student:52,stuff:32,stun:3,style:[3,9,25,32],sub:[8,9,13,16,31,33,48,51,56],sub_sequ:3,subgradi:11,submit:[32,37,38,41],subnet0:41,subnet:[16,41],subobjectpath:42,subsequenceinput:9,subset:[33,56],substanti:49,substitut:56,succe:55,succeed:42,success:[41,42,49,54],successfulcr:42,successfuli:55,successfulli:[49,53,55],successor:[38,56],sucessfulli:56,sudo:[25,28,41,48],suffic:[22,24],suffici:38,suffix:56,suggest:[9,35],suitabl:[32,38,48],sum:[9,11,18,31,33],sum_:9,sum_evalu:8,summar:[51,55],sumpool:9,support:[7,8,9,12,13,17,22,25,26,28,31,33,35,38,41,54],suppos:[24,33,51],sure:[32,33,41,48,55],survei:55,swap_channel:49,swig:[5,20,21,25],swig_paddl:[5,13,47],symbol:[9,21],sync:[17,32,38,47],syncflag:33,synchron:[11,17,36,38,41],syntact:54,syntax:[22,53],synthect:24,synthes:47,synthet:24,sys:49,system:[17,25,26,36,42,51,54,55,56],t2b:46,t_i:9,tab:[26,51],tabl:[3,9,49,51,56],tableproject:9,tag:[8,13,26,31],tagtyp:8,take:[3,5,8,9,10,16,31,33,35,41,42,47,54,56],taken:[3,54],tanh:[9,10,33],tanhactiv:31,taobao:55,tar:[25,41],tarbal:41,target:[9,13,15,31,46,51,56],target_dict_dim:31,target_dictionary_dim:9,target_language_embed:9,target_language_word:31,targetinlink:9,task:[3,8,9,24,31,40,46,49,54,55,56],tconf:55,tcp:[38,41],teach:51,tear:35,technic:17,technician:52,techniqu:[31,33],tee:[42,48,53,54,55,56],tell:[17,26,35,53],tellig:55,templat:[42,54],tempor:[9,51,54],term:[9,10,17,54,55],termin:42,terminolog:24,tese:2,tesh:54,test100:13,test10:13,test:[2,3,9,13,15,16,21,22,23,25,26,28,32,35,36,37,46,48,49,51,52,56],test_all_data_in_one_period:[42,48,53,54,55],test_data:56,test_fcgrad:33,test_gpuprofil:35,test_layergrad:33,test_list:[3,24,48,51],test_part_000:55,test_pass:[37,38,40,56],test_period:[37,38,40],test_ratio:53,test_wait:[37,38],testa:16,testb:16,testbilinearfwdbwd:35,testconfig:33,tester:[53,56],testfcgrad:33,testfclay:33,testlayergrad:33,testmodel_list:37,testq:16,testresult:15,testsave_dir:37,testutil:33,text:[2,3,8,10,13,16,26,31,41,46,50,51,53,55],text_conv:51,text_conv_pool:53,text_fil:[13,55],tflop:35,tgz:[13,25],than:[3,5,7,8,9,10,17,25,26,31,33,36,41,49,54,55,56],thank:[0,46,56],thei:[3,16,17,24,26,31,33,35,36,37,41,49,55],them:[2,3,10,16,17,22,24,26,31,35,37,38,41,48,49,51,53,55,56],theori:35,therefor:25,therein:9,therun:49,thi:[2,3,7,8,9,10,11,13,15,16,17,22,24,25,26,28,31,32,33,35,36,38,40,41,42,46,47,48,49,51,52,53,54,55,56],thing:[3,24,31,32,35,53,54],think:16,third:[9,17,35,49,55],those:[17,49,54],thought:35,thread:[33,35,38,40,53,54,55,56],thread_local_rand_use_global_se:[37,38],threadid:40,threadloc:35,three:[3,8,9,17,22,24,31,38,47,49,55,56],threshold:[7,8,17,38,55],thriller:52,through:[5,9,17,31,33,35,36,46,47,48,55,56],throughout:51,throughput:35,thu:[3,9,24,33,41,56],tier:42,tight:25,time:[3,9,10,12,13,16,17,22,24,31,35,38,40,42,51,52,54,55,56],timelin:[9,35],timeo:41,timeout:17,timer:25,timestamp:[9,18,52],timestep:[3,9],titil:53,titl:[13,32,52,53],tmall:55,todo:[8,10,13,17],toend:9,togeth:[3,9,10,13,15,31],token:[8,9,16,31,46,55,56],too:[13,26,28],tool:[26,31,32,41,55],toolchain:25,toolkit:[25,28],top:[8,49,54],top_k:8,topolog:[13,16,17],topolopi:15,toronto:[13,48],total:[8,15,17,22,35,36,42,46,56],total_pass:22,touch:55,tourism:55,tourist:56,toward:24,tra:56,track:17,tractabl:9,tradesman:52,tradit:9,trail:13,train100:13,train10:13,train:[1,2,3,5,7,9,11,13,19,31,33,34,35,37,43,44,49],train_conf:[46,56],train_config_dir:41,train_data:56,train_id:41,train_list:[3,24,48,49,51],train_part_000:55,trainabl:9,traindot_period:37,trainer:[3,5,16,18,19,24,33,36,38,40,47,51,54,55,56],trainer_config:[2,3,24,36,41,42,51,53,55],trainer_config_help:[3,24,33,48,51,53],trainer_count:[37,38,40,41,42,53,54,55,56],trainer_id:[38,41],trainerintern:[51,53,56],training_machin:47,trainingtest_period:37,trainonedatabatch:47,tran:[33,38],trane:3,transact:[17,55],transfer:[2,3],transform:[9,31,33,47,48,51,54],transform_param_attr:10,translat:[9,10,24,46,53,55,56],transpar:36,transport:38,transpos:[9,33,47],transposedfullmatrixproject:9,travel:3,travi:[25,32],treat:[9,31],tree:[9,32,38,56],trg:56,trg_dict:31,trg_dict_path:31,trg_embed:31,trg_id:31,trg_ids_next:31,triain:2,tricki:20,trivial:3,trn:51,truck:48,true_imag:22,true_label:22,true_read:22,truth:[8,9,51,56],tst:51,tune:[7,34,51,53,56],tuninglog_barrier_abstract:37,tupl:[3,9,13,15,22],ture:9,turn:[9,22,47],tutori:[26,31,32,33,35,36,41,42,43,44,49,51],tweet:55,twelv:56,twitter:55,two:[2,3,9,10,16,22,24,26,31,35,36,40,41,46,47,48,49,51,53,54,55,56],txt:[3,33,36,41,51,53,55],type:[3,8,9,10,12,13,15,16,17,20,21,22,24,26,31,33,38,40,41,42,48,49,51,53,54],type_nam:53,typedef:[20,21],typic:[5,8,26,35,55],typo_freq:13,ubuntu:[23,28],ubyt:22,uci:13,ufldl:9,uid:42,uint64:20,uint64_t:20,unbalanc:38,unbound:31,unconstrain:55,under:[24,25,26,41,52,55],underli:24,understand:[26,35,46,48,55],understudi:56,undeterminist:35,unemploi:52,unexist:54,uniform:[7,9,13,19,22,38,47],uniqu:[16,17,32,38,41],unique_ptr:33,unit:[9,10,24,25,26,31,32,54],unittest:21,unittestcheckgrad_ep:37,univ:56,unix:36,unk:[46,56],unk_idx:[51,54],unknown:9,unlabel:55,unlik:[54,55,56],unseg:9,unsup:55,unsupbow:55,until:[17,36,41,54],unus:53,unzip:53,updat:[7,9,17,25,33,36,38,40,55],update_equ:15,updatecallback:33,updatestack:41,upload:17,upon:[0,54],upstream:32,uri:41,url:[13,28,55],urls_neg:55,urls_po:55,urls_unsup:55,usag:[2,3,8,9,10,13,15,24,35,46,47,53],use:[0,2,3,5,7,8,9,10,12,13,15,16,17,24,25,26,27,28,31,32,33,35,36,38,40,41,42,46,47,48,49,51,52,53,54,55,56],use_global_stat:9,use_gpu:[37,38,40,42,47,48,49,51,53,54,55,56],use_jpeg:48,use_old_updat:[37,38],use_seq:[24,53],use_seq_or_not:53,used:[2,3,5,8,9,10,11,12,13,15,16,17,22,24,27,28,31,33,35,36,37,38,40,41,46,48,49,51,53,54,55,56],useful:[2,3,9,10,31,33,40,51,54,55],usegpu:[33,47],useless:36,user:[2,3,7,9,10,13,15,16,22,24,26,32,36,37,38,41,49,51,54],user_featur:53,user_head:53,user_id:53,user_info:13,user_meta:53,user_nam:53,userid:52,userinfo:13,usernam:32,uses:[3,17,31,32,33,38,41,48,49,51,53,56],using:[2,3,5,7,9,10,13,16,17,22,24,26,31,32,33,35,38,40,41,42,46,47,48,49,51,54,55],usr:[25,36,38,41],usrdict:46,usrmodel:46,usual:[9,13,15,24,25,35,38,40,41,55],utf:46,util:[5,25,31,33,35,48,53,55],uuid:18,v28:9,valid:[22,41,49,55],valu:[3,5,7,8,9,11,12,13,15,17,24,31,33,38,40,41,47,48,49,54,55],value1:38,value2:38,value_printer_evalu:8,value_rang:13,vanilla:31,vanish:55,vari:[35,41],variabl:[3,9,13,16,24,25,28,33,36,41,42,55],varianc:[9,49],variant:26,vast:32,vector:[3,9,10,13,16,31,33,46,51,53,55,56],vectorenable_parallel_vector:37,verb:[13,54],veri:[3,9,12,31,35,48,51,55],verifi:[32,33],versa:25,version:[9,10,23,25,26,28,33,35,36,37,38,41,42,46,48,52,54,55,56],versu:16,vertic:[9,49],vgg:[10,48],vgg_16_cifar:48,via:[17,22,25,35,36,41,51],vice:25,view:9,vim:32,virtual:26,virtualenv:53,visibl:26,vision:48,visipedia:48,visual:[9,26,35],viterbi:54,voc_dim:51,vocab:55,volum:[26,42],volumemount:[41,42],volumn:41,voluntarili:52,vutbr:13,wai:[3,9,10,16,24,26,31,33,36,40,53,54,56],wait:[11,17,38],walk:[5,47],wall:54,want:[3,9,10,16,22,24,25,26,33,38,40,46,49,51,53,54,55],war:52,warn:9,warp:[9,35],watch:17,wbia:[41,49],web:26,websit:[48,51,54,55],wei:[54,55],weight:[8,9,10,11,31,33,38,40,48,49],weight_act:10,weightlist:33,weights_:33,weights_t:33,welcom:[53,55],well:[26,33,38,41,48,51],west:41,western:52,wether:9,what:[7,9,10,11,24,36,51,53],wheel:25,when:[2,3,7,8,9,13,15,17,28,31,32,33,35,38,40,41,42,46,47,48,54,55,56],whenev:53,where:[3,9,10,11,16,17,24,31,33,35,36,38,40,46,49,54,56],whether:[8,9,10,22,33,38,47,48,53,55,56],which:[0,2,3,5,8,9,10,11,13,16,17,19,22,24,28,31,33,35,36,38,40,41,47,48,49,51,52,53,54,55,56],whichev:47,whl:25,who:[46,49,52],whole:[3,8,13,20,21,41,42,51,52,53,56],whole_cont:53,whose:[3,9,13,17,31,53,54],why:[10,21],wide:54,width:[8,9,13,20,22,33,48,56],wiki:9,wikipedia:[9,13],wilder:3,window:[9,12,13,26,55],wise:9,with_avx:26,with_avxcompil:25,with_coveragecompil:25,with_doccompil:25,with_doubl:33,with_doublecompil:25,with_dsocompil:25,with_gpu:26,with_gpucompil:25,with_profil:35,with_profilercompil:25,with_pythoncompil:25,with_rdmacompil:25,with_style_checkcompil:25,with_swig_pycompil:25,with_test:26,with_testingcompil:25,with_tim:35,with_timercompil:25,within:[9,24],without:[8,9,17,22,36,55],wmt14:56,wmt14_data:56,wmt14_model:56,wmt:56,wmt_shrinked_data:13,woboq:26,won:[35,49],wonder:3,word:[3,8,9,13,31,40,50,53,54,55,56],word_dict:[51,54],word_dim:51,word_id:3,word_idx:13,word_slot:54,word_vector:51,word_vector_dim:[9,31,46],words_freq_sort:13,work:[3,5,13,16,17,22,25,31,32,33,35,36,38,41,42,51,53],worker:41,workercount:41,workflow:[26,32,41],workspac:[26,38,53],worri:24,wors:47,would:[15,17,22,26,36,41,47,51,54],wrap:54,wrapper:[10,35],writ:53,write:[3,13,16,17,22,26,31,32,34,36,41,48,53,54,56],write_lock:18,writelin:24,writer:[16,52],written:[53,55],wrong:[3,22],wsize:41,wsj:54,www:[9,13,48,56],x64:25,xarg:33,xgbe0:38,xgbe1:38,xiaojun:55,xrang:[22,24,33],xxbow:55,xxx:[16,49,56],xxxx:18,xxxxxxxxx:41,xxxxxxxxxx:41,xxxxxxxxxxxxx:41,xxxxxxxxxxxxxxxxxxx:41,xzf:25,y_i:9,y_predict:24,yaml:[41,53],yann:13,year:52,yeild:[15,48],yield:[3,13,16,19,22,24,31,51,53,54,55],you:[2,3,5,7,9,10,24,25,26,28,31,32,33,35,36,38,40,41,46,47,48,49,51,53,54,55,56],your:[3,9,16,25,26,33,35,36,40,41,51,55],your_access_key_id:41,your_secrete_access_kei:41,your_source_root:21,yum:25,yuyang18:[10,13],zachari:55,zeng:55,zero:[3,7,9,11,13,17,33,38,41,51],zhidao:46,zhou:[54,55],zip:[13,52],zone:41,zxvf:41},titles:["ABOUT","API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","Debian Package installation guide","GET STARTED","RNN Models","RNN Configuration","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","<no title>","<no title>","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":19,"\u4e0d\u4f7f\u7528":20,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":20,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":20,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":20,"\u4ec5\u4ec5\u4f7f\u7528void":20,"\u4ece\u5feb\u7167\u6062\u590d":18,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":20,"\u4f7f\u7528\u8f6c\u6362\u5e93":19,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":21,"\u5206\u652f\u89c4\u8303":23,"\u52a0\u901f\u6267\u884c":18,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":20,"\u52a8\u6001\u6269\u5bb9":18,"\u539f\u56e0":20,"\u539f\u56e0\u5217\u8868":20,"\u57fa\u672c\u8981\u6c42":20,"\u5b9e\u73b0":20,"\u5b9e\u73b0\u65b9\u5f0f":21,"\u5bfc\u51fac":20,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":18,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":20,"\u63a8\u6d4b\u6267\u884c":18,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":19,"\u6587\u4ef6\u9884\u5904\u7406":19,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":21,"\u672f\u8bed":18,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":18,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":21,"\u6d41\u7a0b\u4ecb\u7ecd":19,"\u76ee\u5f55\u7ed3\u6784":21,"\u793a\u4f8b\u7a0b\u5e8f":19,"\u7b26\u53f7":20,"\u7c7b":20,"\u7f16\u8bd1\u9009\u9879":21,"\u7f29\u5bb9":18,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":20,"\u80cc\u666f":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8":19,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":19,"\u8f6c\u6362\u5e93":19,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":20,"\u8fdb\u884c\u8bad\u7ec3":19,"book\u4e2d\u6240\u6709\u7ae0\u8282":23,"case":40,"class":33,"function":46,"new":33,"paddle\u52a8\u6001\u5e93\u4e2d":20,"paddle\u53d1\u884c\u89c4\u8303":23,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":23,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":20,"return":22,AWS:41,Abs:6,DNS:41,EFS:41,For:42,KMS:41,Use:[40,42],Using:[26,32],With:26,about:0,access:41,account:41,activ:6,adadelta:11,adagrad:11,adam:11,adamax:11,add:41,address:41,addto:9,adversari:47,aggreg:9,algorithm:[17,51],analysi:55,api:[1,4,21,26],appendix:51,applic:4,approach:35,architectur:[31,51],argument:[22,37,40,51],asset:41,associ:41,async:38,attent:31,attribut:7,auc:8,avg:12,aws:41,background:24,basepool:12,batch:22,batch_norm:9,batch_siz:22,beam_search:9,between:16,bidirect:55,bidirectional_gru:10,bidirectional_lstm:10,bilinear_interp:9,bleu:56,block_expand:9,book:26,brelu:6,bucket:41,build:[25,27,42],built:35,cach:3,capi:21,capi_priv:21,cento:25,check:[9,33,36],checkpoint:[17,18],chines:46,choos:41,chunk:8,cifar:13,classif:[8,48],classification_error:8,classification_error_print:8,clone:32,cloudform:41,cluster:[36,40,41],code:32,column_sum:8,command:[39,40,51,56],commit:[32,42],common:38,commun:38,compos:22,concat:9,concept:41,config:[4,40,53,54],configur:[14,31,34,36,41,51,53],conll05:13,connect:9,contain:[26,42],content:[21,35,41],context_project:9,contribut:32,conv:9,conv_oper:9,conv_project:9,conv_shift:9,convolut:[48,51],core:41,cos_sim:9,cost:9,cpu:[26,40],creat:[22,32,41,42],creator:22,credenti:41,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:22,dat:52,data:[9,13,17,22,24,31,41,42,46,47,48,51,53,54,55,56],datafeed:13,dataprovid:[3,4,38],dataset:[13,17,52,53,56],datatyp:13,date:32,debian:28,decayedadagrad:11,decor:22,defin:[41,51,55,56],delet:41,delv:48,demo:41,depend:25,deriv:33,descript:[38,47,52,54],design:[16,17,22],destroi:41,detail:[38,48],develop:[26,34],devic:40,dictionari:[22,46],differ:40,directori:41,dispatch:17,distribut:[16,17,36,38,41],doc:[16,17,22],docker:[26,42],document:[26,45],dotmul_oper:9,dotmul_project:9,down:41,download:[25,41,42,46,49,53,56],dropout_lay:10,dylib:21,dynam:17,ec2:41,elast:41,embed:[9,46,51],entri:22,eos:9,equat:33,evalu:[8,24,53],evalutaion:56,event:[15,16],exampl:[16,21,46,47],exercis:48,exp:6,expand:9,extern:41,extract:[46,49,53,56],fault:17,featur:[49,52,53,54],field:53,file:[41,42,51,52,53],find:41,first_seq:9,fork:32,format:[17,51],from:[16,25,27],full_matrix_project:9,fulli:9,gan:47,gate:31,gener:[31,47,56],get:[29,42],get_output:9,github:32,gpu:[26,35,38,40],gradient:33,gradient_print:8,group:[9,41],gru:[10,38],gru_group:10,gru_step:9,gru_unit:10,grumemori:9,guid:28,hand:35,handler:[16,20],hook:32,how:[22,34,35],hsigmoid:9,huber_cost:9,iam:41,ident:6,identity_project:9,imag:[9,10,26,42,48],imagenet:49,imdb:[13,55],img_cmrnorm:9,img_conv:9,img_conv_bn_pool:10,img_conv_group:10,img_pool:9,imikolov:13,implement:[22,33,47],infer:[15,51],info:49,ingredi:16,init_hook:3,initi:[40,41],input_typ:3,inspect:41,instal:[25,27,28,41,51],instanc:41,integr:41,interfac:[13,17,22,49],interpol:9,introduct:[2,46,49,55,56],isn:22,job:[17,36,41,42],join:9,keep:32,kei:41,kill:36,kube:41,kubectl:41,kubernet:[41,42],label:54,lambda_cost:9,last_seq:9,lastest:32,launch:36,layer:[9,16,33,40],libpaddle_capi_shar:21,libpaddle_capi_whol:21,line:[39,51],linear:[6,24],linear_comb:9,list:[18,22],local:[40,41],log:[6,51],logist:51,lstm:[10,38,54,55],lstm_step:9,lstmemori:9,lstmemory_group:10,lstmemory_unit:10,map:22,master:17,math:9,matrix:38,max:12,maxframe_print:8,maxid:9,maxid_print:8,maxout:9,memori:9,meta:53,mini:22,minibatch:13,misc:10,mix:[9,40],mnist:[13,47],model:[3,4,14,16,24,26,30,31,36,40,46,47,48,49,50,51,56],modifi:42,momentum:11,movi:[52,53],movielen:[13,52,53],mse_cost:9,multi_binary_label_cross_entropy_cost:9,multipl:22,name:41,nce:9,need:[22,35],network:[10,31,40,47,48,49,51,53,54],neural:[31,48,51,53,54],neuralnetwork:24,nlp:[10,38],non:3,norm:9,nvprof:35,nvvp:35,object:[17,53],observ:[46,49],onli:[22,26],optim:[11,17,34,51],option:[25,46],outlin:37,output:[36,41],overview:51,packag:28,pad:9,paddl:[22,23,42],paddlepaddl:[16,26,27,41,45,46,56],pair:41,parallel_nn:40,paramet:[7,15,16,17,38,39,41,46,49],paraphras:46,pass:40,perform:[35,38],pnpair:8,point:41,pool:[9,12],power:9,pre:32,precision_recal:8,predict:[5,48,49,53,54,55],prefetch:22,prepar:[24,31,36,41,46,47,48,53,55,56],preprocess:[46,48,51,53,56],prerequisit:36,pretrain:[46,56],print:8,privat:41,problem:24,process:17,profil:35,provid:[3,22,51,53,54],pull:32,push:32,pydataprovider2:3,python:[5,22,26,33,49,51,53],queue:17,quick:51,randomnumb:38,rank:8,rank_cost:9,rat:53,rate:52,reader:[13,16,22],recoveri:17,recurr:[9,10,31,51],recurrent_group:9,refer:[3,35,54,55],region:41,regress:[24,51,53],relu:6,render:41,repeat:9,request:32,requir:[25,32],reshap:9,resnet:49,result:[36,42,56],revis:[32,46],rmsprop:11,rnn:[30,31,38],role:54,rotat:9,route53:41,run:[36,42,54],sampl:9,sampling_id:9,scale:[9,17],scaling_project:9,script:42,secur:41,selective_fc:9,semant:54,sentiment:[13,55],seq_concat:9,seq_reshap:9,seqtext_print:8,sequenc:31,sequence_conv_pool:10,sequencesoftmax:6,sequenti:3,server:[17,38,41],servic:41,set:39,setup:[25,41],sgd:38,share:16,shuffl:22,sigmoid:6,simpl:[24,31],simple_attent:10,simple_gru2:10,simple_gru:10,simple_img_conv_pool:10,simple_lstm:10,singl:22,slice:9,slope_intercept:9,small_vgg:10,smooth_l1_cost:9,softmax:6,softrelu:6,sourc:[25,27],span:25,spars:40,specifi:[40,46],split:53,spp:9,squar:6,squarerootn:12,stack:55,standard:51,stanh:6,start:[16,29,41,42,51],startup:42,store:17,structur:47,suffici:22,sum:[8,12],sum_cost:9,sum_to_one_norm:9,summar:16,summari:51,system:41,tabl:21,table_project:9,take:22,tanh:6,task:17,tear:41,templat:41,tensor:9,test:[33,38,40,53,54,55],text:56,text_conv_pool:10,timer:35,tip:35,todo:[18,19],toi:47,toler:17,tool:35,train:[15,16,17,22,24,26,36,38,40,41,42,46,47,48,51,53,54,55,56],trainer:[15,17,41,53],tran:9,trans_full_matrix_project:9,transfer:51,tune:[35,38],tutori:[46,48,50,54,55,56],ubuntu:25,uci_h:13,unit:[33,38],updat:[16,32,41],usag:[22,26,34],use:22,user:[17,46,52,53,55,56],util:8,value_print:8,vector:38,verifi:41,version:32,vgg_16_network:10,visual:49,volum:41,vpc:41,warp_ctc:9,what:35,why:[22,35],wmt14:13,word:[46,51],work:26,workflow:56,workspac:36,wrapper:33,write:[33,51],yaml:42,your:32,zoo:[49,50]}})