searchindex.js

Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/graph","design/if_else_op","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/dist_train","design/ops/rnn","design/parameters_in_cpp","design/reader/README","design/releasing_process","design/scope","design/simple_op_design","design/var_desc","getstarted/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","tutorials/embedding_model/index_en","tutorials/gan/index_en","tutorials/image_classification/index_en","tutorials/imagenet_model/resnet_model_en","tutorials/index_en","tutorials/quick_start/index_en","tutorials/rec/ml_dataset_en","tutorials/rec/ml_regression_en","tutorials/semantic_role_labeling/index_en","tutorials/sentiment_analysis/index_en","tutorials/text_generation/index_en"],envversion:50,filenames:["api/index_en.rst","api/v1/data_provider/dataprovider_en.rst","api/v1/data_provider/pydataprovider2_en.rst","api/v1/index_en.rst","api/v1/predict/swig_py_paddle_en.rst","api/v2/config/activation.rst","api/v2/config/attr.rst","api/v2/config/evaluators.rst","api/v2/config/layer.rst","api/v2/config/networks.rst","api/v2/config/optimizer.rst","api/v2/config/pooling.rst","api/v2/data.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/graph.md","design/if_else_op.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/dist_train.md","design/ops/rnn.md","design/parameters_in_cpp.md","design/reader/README.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","design/var_desc.md","getstarted/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","tutorials/embedding_model/index_en.md","tutorials/gan/index_en.md","tutorials/image_classification/index_en.md","tutorials/imagenet_model/resnet_model_en.md","tutorials/index_en.md","tutorials/quick_start/index_en.md","tutorials/rec/ml_dataset_en.md","tutorials/rec/ml_regression_en.rst","tutorials/semantic_role_labeling/index_en.md","tutorials/sentiment_analysis/index_en.md","tutorials/text_generation/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":69,"00186201e":4,"00m":53,"01852v1":8,"03m":53,"0424m":53,"0473v3":9,"055ee37d":59,"05d":66,"0630u":53,"06u":53,"0810u":53,"08823112e":4,"0957m":53,"0ab":8,"0rc1":38,"0rc2":38,"0th":74,"10007_10":73,"10014_7":73,"100gb":53,"100gi":59,"10g":26,"10m":53,"1150u":53,"11\u5b9e\u73b0\u4e86c":33,"11e6":60,"12194102e":4,"124n":53,"13m":60,"1490u":53,"15501715e":4,"1550u":53,"15mb":69,"1636k":74,"16mb":69,"16u":53,"173m":67,"173n":53,"1770u":53,"18ad":59,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":60,"197u":53,"1gb":53,"1st":[64,67,73,74],"202mb":74,"210u":53,"211839e770f7b538e2d8":9,"215n":53,"228u":53,"234m":67,"2520u":53,"252kb":69,"25639710e":4,"25k":69,"2680u":53,"27787406e":4,"279n":53,"27m":53,"285m":53,"2863m":53,"28m":53,"28x28":2,"2977m":53,"2cbf7385":59,"2nd":[8,73,74],"302n":53,"30u":53,"32777140e":4,"328n":53,"32u":53,"32x32":[12,66],"331n":53,"3320u":53,"36540484e":4,"365e":59,"36u":53,"3710m":53,"3768m":53,"387u":53,"38u":53,"3920u":53,"39u":53,"3rd":[71,73,74],"4035m":53,"4090u":53,"4096mb":56,"4279m":53,"43630644e":4,"43u":53,"448a5b355b84":60,"4560u":53,"4563m":53,"45u":53,"4650u":53,"4726m":53,"473m":60,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":56,"4yf":8,"50bd":59,"50gi":59,"51111044e":4,"514u":53,"525n":53,"526u":53,"53018653e":4,"536u":53,"5460u":53,"5470u":53,"54u":53,"55g":74,"5690m":53,"573u":53,"578n":53,"5798m":53,"586u":53,"58s":60,"5969m":53,"5delta":8,"6080u":53,"6082v4":8,"6140u":53,"6305m":53,"639u":53,"655u":53,"6780u":53,"6810u":53,"682u":53,"6970u":53,"6ce9":59,"6node":54,"6th":74,"704u":53,"70634608e":4,"7090u":53,"72296313e":4,"72u":53,"73u":53,"75u":53,"760u":53,"767u":53,"783n":53,"784u":53,"78m":53,"7eamaa":12,"7kb":60,"8250u":53,"8300u":53,"830n":53,"849m":53,"85625684e":4,"861u":53,"864k":74,"8661m":53,"892m":53,"901n":53,"90u":53,"918u":53,"9247m":53,"924n":53,"9261m":53,"93137714e":4,"9330m":53,"94u":53,"9530m":53,"96644767e":4,"983m":53,"988u":53,"997u":53,"99982715e":4,"99m":67,"99u":53,"9f18":60,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":27,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":19,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":27,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":27,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":38,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":27,"\u4e0a\u4f20\u65b9\u6cd5":38,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":27,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":20,"\u4e0b\u8f7d":27,"\u4e0b\u8f7d\u5230\u672c\u5730":27,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":33,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":27,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":32,"\u4e0d\u4f7f\u7528c":32,"\u4e0d\u4f7f\u7528swig":32,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":32,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":32,"\u4e0d\u5728":33,"\u4e0d\u5bb9\u6613\u51fa\u9519":27,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":32,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":32,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":20,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":27,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":38,"\u4e0e\u53ef\u80fd\u6709\u7684":38,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":33,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":32,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":32,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":38,"\u4e2a\u6027\u5316\u63a8\u8350":38,"\u4e2d":[32,33],"\u4e2d\u5199\u5165json\u5185\u5bb9":19,"\u4e2d\u5b8c\u5168\u4e00\u81f4":32,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":33,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":20,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":27,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":33,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":27,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":33,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":33,"\u4e5f\u4e0d\u751f\u6210":33,"\u4e66\u5199":32,"\u4eba\u8138\u8bc6\u522b":20,"\u4ec5\u4ec5\u4f7f\u7528":32,"\u4ece":38,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":19,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":19,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":33,"\u4ed6\u662f\u5c06":33,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":32,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":32,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":20,"\u4ee3\u8868shard\u7684index":20,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":20,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":20,"\u4ee5\u4e0b":20,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":27,"\u4ee5\u53canumpi":20,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":19,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":32,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":32,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":20,"\u4f20\u5165":20,"\u4f46":33,"\u4f46\u4e0d\u66b4\u9732":33,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":38,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":38,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":33,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":32,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":20,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":32,"\u4f7f\u7528":[33,38],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":20,"\u4f7f\u7528\u52a8\u6001\u5e93":32,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":19,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":33,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":19,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":32,"\u4f7f\u7528c":33,"\u4f7f\u7528c99\u505a\u63a5\u53e3":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":32,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":32,"\u4f7f\u7528regress":38,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":32,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":32,"\u4f7f\u7528void":32,"\u4f8b\u5982":[20,32,33,38],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":32,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":32,"\u4f8b\u5982\u5bf9\u4e8epython":32,"\u4f8b\u5982c":32,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":32,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":32,"\u4f8b\u5982python\u7684":32,"\u4f9d\u6b21\u7c7b\u63a8":38,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":32,"\u4fee\u590d\u6240\u6709bug\u540e":38,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":38,"\u4fee\u590dubuntu":38,"\u4fee\u6539\u6210":38,"\u505a\u53ea\u8bfb\u6302\u8f7d":20,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":38,"\u505a\u63a5\u53e3":32,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":33,"\u5176\u4e2d":[32,38],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":33,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":38,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":33,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":33,"\u5177\u4f53\u8bf7\u53c2\u8003":33,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":32,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":32,"\u518d\u57fa\u4e8e":38,"\u5199\u4ee3\u7801":32,"\u5199\u5165\u5feb\u7167\u6570\u636e":19,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":20,"\u51fd\u6570\u540d\u4e3a":33,"\u51fd\u6570\u547d\u540d":32,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":19,"\u5206\u652f":38,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":38,"\u5206\u652f\u4e2d":38,"\u5206\u652f\u4e3a\u5f00\u53d1":38,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":38,"\u5206\u652f\u4e3a\u7a33\u5b9a":38,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":38,"\u5206\u652f\u5408\u5165":38,"\u5206\u652f\u5408\u5165master\u5206\u652f":38,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":38,"\u5206\u652f\u540d\u4e3a":38,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":38,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":38,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":38,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":38,"\u5206\u7247":19,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":19,"\u5219\u5ffd\u7565":19,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":19,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":19,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":19,"\u5230":19,"\u529f\u80fd":27,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddle\u76ee\u524d\u7684":38,"\u52a8\u6001\u5e93":32,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":33,"\u5305\u62ec":20,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":19,"\u534f\u540c\u5b8c\u6210releas":38,"\u5355\u4e2a\u503c":20,"\u5355\u70b9\u6545\u969c":19,"\u5373":33,"\u5373\u4f7f\u7528":33,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5373\u4f7fc":33,"\u5373\u4f8b\u5982":33,"\u5373\u4fbfpaddl":33,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":33,"\u5373\u66b4\u9732":33,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":32,"\u53c2\u6570":32,"\u53c2\u8003":[27,32],"\u53cc\u5411\u9a8c\u8bc1":27,"\u53d1\u5e03\u5230dockerhub":38,"\u53d1\u5e03\u5230github":38,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":19,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":33,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":32,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":19,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":19,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":32,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":20,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":19,"\u53ef\u4ee5\u7528":27,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":20,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":38,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":19,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":19,"\u540c\u65f6\u518d\u5c06":38,"\u540c\u65f6\u63d0\u8d77":38,"\u540d\u5b57\u4fee\u9970":32,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":19,"\u5411paddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":38,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":32,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":19,"\u548c":[20,32,33,38],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":20,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":19,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":19,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":32,"\u56fe\u50cf\u5206\u7c7b":38,"\u5728":[33,38],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":19,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":20,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":38,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":19,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":33,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":20,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":19,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":33,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":19,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":19,"\u5728\u672c\u6587\u6863\u4e2d":27,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":20,"\u5728\u6837\u4f8b\u4e2d":33,"\u5728\u7528\u6237\u4f7f\u7528c":33,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":20,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":38,"\u5728\u8fd9\u4e2a":38,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":38,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":33,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":33,"\u5728c":32,"\u5728c\u7684\u5934\u6587\u4ef6":32,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":20,"\u5728paramet":19,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":33,"\u5747\u662f\u5728":33,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":27,"\u591a\u4e2a\u503c":20,"\u591a\u4e2aparamet":19,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":32,"\u5982\u56fe\u4e2dtrainer":19,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":19,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":32,"\u5982\u679c\u5931\u8d25":38,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":19,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":19,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":20,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":38,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":33,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":33,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":19,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":32,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":38,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":32,"\u5982\u679cparamet":19,"\u5b57\u7b26\u4e32":20,"\u5b58\u50a8":20,"\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":20,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":33,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":27,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":20,"\u5b9e\u73b0\u7b80\u5355":32,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":32,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":32,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":32,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":32,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":33,"\u5bf9\u4e8e\u6bcf\u79cdc":33,"\u5bf9\u6bd4":32,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":33,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":38,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":33,"\u5c06":38,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":19,"\u5c06\u5927\u91cf\u7684":32,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":38,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":38,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":32,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":19,"\u5e73\u5747\u6545\u969c\u7387":19,"\u5e76\u4e14\u4f7f\u7528":33,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":32,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":27,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":27,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":32,"\u5e76\u5220\u9664":38,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":19,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":19,"\u5e76\u53d1\u5e03\u5230pypi":38,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":20,"\u5e76\u5c06c":33,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":19,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":32,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":20,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":38,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":38,"\u5efa\u8bae":38,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":33,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":38,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":38,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":38,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":19,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":38,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":33,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":27,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"\u5f97\u4f7f\u7528":32,"\u5fc5\u8981":33,"\u60c5\u611f\u5206\u6790":38,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":33,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":20,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":27,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":27,"\u6211\u4eec\u9009\u62e9":20,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":20,"\u6216\u8005":[32,33],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":19,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":20,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":20,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":19,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":27,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":33,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":33,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":33,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":33,"\u628a":20,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":20,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":19,"\u63a5\u53e3":[32,33],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":33,"\u63a5\u53e3\u662f":20,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":27,"\u63a7\u5236\u7528\u6237\u6743\u9650":20,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":27,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":27,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":27,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":20,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":27,"\u6570\u636e":27,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":32,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":27,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":20,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":20,"\u6587\u4ef6":32,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":27,"\u6587\u4ef6\u5185\u5bb9\u4e3a":32,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":19,"\u6587\u4ef6\u5bf9\u5e94\u7684data":20,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":27,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":38,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddle\u7684\u884c\u4e3a":38,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":27,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":32,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":20,"\u65e0\u8bba\u662f\u4ece":20,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":20,"\u65f6":19,"\u662f":27,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":32,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":33,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":32,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":33,"\u662f\u56e0\u4e3ac99\u652f\u6301":32,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":27,"\u662f\u6307":33,"\u662f\u7528\u6237\u4f7f\u7528c":33,"\u662fc":33,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":19,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":33,"\u6700\u540e\u5220\u9664":38,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":32,"\u6709\u6807\u51c6\u7684":32,"\u6709\u7684\u65f6\u5019":32,"\u672c\u5217\u8868\u8bf4\u660epaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":38,"\u672c\u6587\u6863\u63cf\u8ff0paddl":33,"\u673a\u5668\u7ffb\u8bd1":38,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":19,"\u6765\u786e\u4fdd\u628a":32,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":32,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":20,"\u6765\u8fdb\u884c\u8ba8\u8bba":33,"\u6807\u51c6\u8868\u793apaddle\u7248\u672c\u53f7":38,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":19,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":19,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":19,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":32,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":19,"\u6bcf\u4e00\u4e2a":38,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":20,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":20,"\u6bcf\u4e2adata":20,"\u6bcf\u4e2aparamet":19,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":19,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":20,"\u6bcf\u969410\u5206\u949f":19,"\u6bd4\u5982":20,"\u6bd4\u5982\u5c06":38,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":19,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":20,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":20,"\u6ce8":19,"\u6d4b\u8bd5docker\u955c\u50cf":38,"\u6d6e\u70b9\u578b\u6570\u636e":20,"\u7136\u540e\u5728etcd\u7684":19,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":27,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":27,"\u7248\u672c\u5206\u652f":38,"\u7248\u672c\u53f7":38,"\u7248\u672c\u53f7rc":38,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":38,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":32,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":20,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":20,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":32,"\u751f\u6210\u6587\u6863":32,"\u751f\u6210\u7684":20,"\u751f\u6210\u7ed9\u5b9a":20,"\u751f\u6210api\u6587\u6863":32,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":27,"\u7528":27,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":20,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":20,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":33,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":20,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":33,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":20,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":27,"\u7528\u6237\u901a\u8fc7c":33,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":19,"\u7531\u4e8ec":32,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":27,"\u7531\u4e8epypi":38,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":27,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":32,"\u7684\u5934\u6587\u4ef6":32,"\u7684\u63a5\u53e3\u6837\u5f0f":32,"\u7684\u6570\u636e\u6d41\u56fe":20,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":32,"\u7684\u7f29\u5199":27,"\u7684\u89c4\u8303":32,"\u7684\u89d2\u5ea6":20,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":20,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":19,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":32,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":27,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":32,"\u76ee\u5f55\u4e0b":33,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":32,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":33,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":32,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":32,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":32,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":19,"\u79bb\u7ebf\u6279\u5904\u7406":20,"\u7b2c\u4e00\u4e2atag\u4e3a":38,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":38,"\u7b2c\u4e8c\u4e2a\u4e3a":38,"\u7b49":33,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":33,"\u7b49\u6587\u4ef6":33,"\u7c7b\u4f3c":33,"\u7c7b\u540d\u548cc":32,"\u7c7b\u578b":32,"\u7ea2\u697c\u68a6":64,"\u7ed3\u8bba":32,"\u7edf\u4e00\u7528":20,"\u7f16\u8bd1\u5668\u6ca1\u6709":32,"\u7f16\u8bd1\u578b\u8bed\u8a00":32,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":38,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":38,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":38,"\u7f16\u8bd1c":33,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":38,"\u7f16\u8bd1ubuntu\u7684deb\u5305":38,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":33,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":32,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":33,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":27,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":19,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":32,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":32,"\u800c\u5bf9\u4e8egolang":32,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":32,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":33,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":20,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":32,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":19,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":33,"\u826f\u597d\u7684\u6587\u6863":32,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":19,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":33,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":32,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":32,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":19,"\u8ba9paddle\u6838\u5fc3\u4e2d":33,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":19,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":38,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":38,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":38,"\u8bbe\u7f6e":33,"\u8bc6\u522b\u6570\u5b57":38,"\u8bcd\u5411\u91cf":38,"\u8be6\u7ec6\u8bbe\u8ba1":27,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":38,"\u8bf4\u660e":19,"\u8bf7\u53c2\u8003":33,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":20,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":19,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":38,"\u8fd8\u662f\u4ece":20,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":33,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":33,"\u8fd9\u4e09\u4e2a\u5206\u652f":38,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":33,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":33,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":33,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":32,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":32,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":33,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":33,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":33,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":20,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":20,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":32,"\u8fd9\u662f\u56e0\u4e3a":32,"\u8fd9\u6837":33,"\u8fd9\u6837\u4fdd\u8bc1":38,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":20,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":27,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":32,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":19,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":38,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":27,"\u901a\u5e38":33,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":19,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":33,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":27,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":38,"\u90a3\u4e48":33,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":20,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":32,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":27,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":19,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":32,"\u91cd\u547d\u540d\u6210":32,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":32,"\u9519\u8bef\u5904\u7406":32,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":32,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":32,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":33,"\u9700\u8981":20,"\u9700\u8981\u4fee\u6539build":38,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":27,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":33,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":38,"\u9700\u8981\u5f15\u7528":33,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":32,"\u9700\u8981\u6ce8\u610f\u7684\u662f":38,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":33,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":38,"\u9ed8\u8ba4256k":27,"\ufb01xed":74,"abstract":[39,51,56],"api\u4e2d\u4f7f\u7528":32,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":33,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":33,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":33,"api\u63a5\u53e3":27,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":33,"api\u65f6":33,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":33,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":33,"api\u66b4\u9732\u7684\u7c7b\u578b":33,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":33,"api\u7684\u5b9e\u4f8b":33,"api\u7684\u5b9e\u73b0\u7ec6\u8282":33,"api\u7684\u63a5\u53e3":33,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":33,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":33,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":33,"block\u6784\u6210\u4e00\u4e2amodel":19,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":38,"boolean":[8,28,31,32],"break":[17,69],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":38,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":38,"byte":27,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":32,"c\u6709\u6807\u51c6\u7684abi":32,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":32,"case":[8,21,31,33,37,42,44,48,51,53,57,59,65,69],"char":[23,71],"class":[4,5,6,7,8,9,10,11,12,14,15,29,30,32,39,40,55,66,73],"const":[21,23,36,39,40,51],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":33,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":33,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":33,"core\u6982\u5ff5":33,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":20,"deb\u5305":38,"deb\u5305\u7f16\u8bd1\u95ee\u9898":38,"default":[2,6,7,8,9,11,12,14,15,17,31,35,39,40,41,44,49,54,56,58,59,60,69,71,73,74],"enum":[21,23,40,41],"export":[43,66],"final":[8,9,16,35,42,43,50,51,73],"float":[2,6,7,8,10,12,40,42,51,53,58,64,67],"function":[2,4,8,9,10,12,15,18,22,23,24,26,30,34,35,36,37,39,40,42,48,51,53,54,56,65,66,69,72,73,74],"golang\u53ef\u4ee5\u4f7f\u7528":32,"golang\u7684":32,"h\u5e76\u4e0d\u56f0\u96be":32,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":20,"import":[2,4,7,8,15,17,31,34,35,39,41,42,48,53,59,64,65,66,67,69,73,74],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":27,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":20,"instance\u5305\u6db5\u4e24\u4e2a\u503c":20,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":20,"int":[2,6,7,8,9,12,21,22,23,26,32,33,37,40,51,58,69,72],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":32,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":38,"long":[1,8,9,12,44,53,72,73],"model\u505a\u5206\u652f\u7ba1\u7406":38,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":20,"new":[2,8,12,17,18,21,22,23,24,25,37,40,49,50,52,59,60,65,69,72,73],"note\u7684\u4e66\u5199":38,"null":[8,51,56],"org\u76ee\u524d\u9075\u5faa":38,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":32,"paddle\u4f7f\u7528git":38,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":32,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":32,"paddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":38,"paddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":38,"paddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddl":38,"paddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":38,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":32,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":33,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":32,"paddle\u7684c":33,"paddle\u8bad\u7ec3\u4efb\u52a1":20,"paddle\u8def\u5f84\u4e0b":33,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":32,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":33,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":32,"paddle_\u7c7b\u578b\u540d":33,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":33,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":20,"patch\u53f7":38,"patch\u53f7\u52a0\u4e00":38,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":27,"pfsclient\u9700\u8981\u5728\u4f20\u8f93\u5b8c\u6bd5\u6700\u540e\u4e00\u4e2achunk\u7684\u65f6\u5019\u68c0\u67e5destination\u6587\u4ef6\u7684md5\u503c\u662f\u5426\u548csource\u6587\u4ef6\u4e00\u81f4":27,"pfsserver\u63d0\u4f9brest":27,"public":[12,29,39,40,51,54,59,60,73],"py\u4e2d":38,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":38,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":20,"reader\u8f93\u51fa\u7684data":20,"release\u9875\u9762":38,"return":[2,6,7,8,9,11,12,14,15,16,20,21,23,26,29,31,35,39,40,41,42,48,51,59,65,67,69,70,71,74],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":20,"server\u4e4b\u4e0a":19,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":19,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":19,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":19,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":19,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":19,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":19,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":19,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":19,"server\u751f\u6210\u4e00\u4e2auuid":19,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":19,"server\u7684\u6570\u636e\u5feb\u7167":19,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":19,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":19,"short":[8,9,39,42,71,72,73],"static":[14,23,33,39,40,59],"super":51,"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":32,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":32,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":32,"swig\u76f4\u63a5\u8bfb\u53d6c":32,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":32,"switch":[33,59,73],"tag\u4e3a":38,"throw":[16,59],"true":[2,6,7,8,9,11,12,14,15,21,31,37,40,42,48,51,56,58,59,67,71,72,73,74],"try":[10,17,18,21,22,23,37,39,49,53,65],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":33,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":38,"var":[16,29,30,31,41],"void":[21,23,29,32,33,40,51],"wheel\u5305":38,"while":[1,2,6,12,25,36,37,39,44,48,56,65,69,73,74],AGE:[59,60],AND:71,ARE:71,AWS:[20,52,61,62],Age:70,And:[2,7,8,10,12,14,21,25,26,37,39,48,58,59,60,64,67,71,73,74],But:[2,8,9,12,16,29,39],EOS:8,For:[1,2,7,8,10,12,14,15,22,23,24,26,29,30,35,36,37,40,42,43,44,48,50,51,53,54,55,56,58,64,66,67,69,73,74],Going:73,Has:2,IDE:49,IDs:[12,25,69],Ids:69,Into:59,Its:[2,31,48,59,71],NMS:8,Not:[15,18,54],ONE:2,OPs:34,One:[7,9,14,16,25,39,48,51,56,65,69,73,74],Ops:40,PFS:27,QoS:60,THE:2,TLS:[15,27,59],That:[8,12,37,44,56,58],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,17,18,22,24,25,26,28,33,34,35,37,39,40,41,42,43,44,45,48,49,50,51,53,54,56,58,59,60,64,65,66,67,69,70,71,72,73,74],Their:[2,8,18],Then:[4,8,29,41,43,44,48,50,51,53,59,60,64,66,71,72,73],There:[7,8,12,14,15,17,18,23,25,26,28,35,36,39,41,42,44,53,59,65,66,67,68,69,71,74],These:[7,30,40,54,58,66,72],USE:71,USING:71,Use:[2,7,12,15,28,37,44,51,53,56,57,59,71],Used:9,Useful:2,Using:[18,39,49,60,73],VMs:49,VPS:59,WITH:50,Will:[12,14],With:[2,8,9,42,65,72],YES:26,Yes:[44,49],___fc_layer_0__:59,__doc__:40,__file__:26,__gradient_machines__:14,__impl__:40,__init__:[41,51],__main__:67,__meta__:71,__name__:67,__param_conf__:14,__rnn_step__:48,__tmp_params__:14,_binari:17,_block:41,_error:65,_librari:17,_link:9,_name:41,_proj:8,_res2_1_branch1_bn:67,_source_language_embed:[48,64],_target_language_embed:[48,64],_test:17,_var:41,_var_desc:41,aaaaa:20,aaaaaaaaaaaaa:59,abc:8,abl:[8,15,41,65,73],about:[4,8,9,17,26,28,35,39,40,42,53,55,56,59,72,73,74],abov:[2,4,7,8,15,17,18,22,29,30,35,40,42,44,49,50,53,59,60,65,67,69,72],abs:[8,9,16,65],abs_numeric_grad:16,absolut:[1,54],academ:70,acceler:[19,58],accept:[2,4,6,8,12,15,37,69,72],acceptor:72,access:[1,8,9,15,17,22,25,26,48,74],accessmod:59,accident:70,accomplish:44,accord:[1,2,7,8,16,23,30,34,41,54,55,56,58],accordingli:[4,7,8,51],accordingto:72,accrodingli:21,accumul:[18,23],accur:[16,25],accuraci:[7,51,69,70,73],achiev:[53,66],ack:56,acl:73,aclimdb:73,across:[8,12,35],act:[8,9,42,48,69],act_output:40,act_typ:69,action:[59,70],activ:[4,9,13,17,40,42,43,48,51,56,69,73],activi:9,actual:[2,21,40,42],adadelta:69,adagrad:69,adam:[15,23,69,73,74],adamax:69,adamoptim:[64,69,73,74],adapt:[7,10,14,42,73,74],add:[2,8,9,12,14,16,17,21,25,29,31,34,39,41,42,43,49,50,51,53,58,69,71],add_depend:17,add_execut:17,add_input:[35,51],add_memori:35,add_output:35,add_test:[17,51],add_to:8,add_two:35,add_unittest_without_exec:51,add_var:41,addattr:40,addbia:51,addcom:40,added:[2,7,14,34,50,51],adding:67,addinitialoper:41,addinput:40,addit:[8,9,44,69],addop:29,addr:18,address:[18,23,44,53,56],addrow:51,addtion:54,addtolay:8,addtyp:40,adject:73,adjust:42,admin:70,administr:[25,49],adopt:72,advanc:[16,48,53,56],advantag:[16,73],adventur:70,adverb:73,adversari:37,advic:53,affect:8,afford:22,afi:2,aforement:[17,54],after:[8,9,12,17,22,23,25,28,34,36,43,44,48,50,51,54,56,58,59,60,65,66,67,69,71,72,73,74],again:[15,18,53],against:59,age:[12,71],agg_level:8,aggreg:59,ago:17,aid:53,aim:[73,74],aircraft:74,airplan:66,aistat:8,alex:[8,73],alexnet_pass1:58,alexnet_pass2:58,algorithm:[8,10,22,42,48,64,66,73,74],alia:[5,6,8],align:[8,9,12,74],all:[2,6,7,8,10,14,15,17,18,21,23,25,26,28,30,33,35,40,42,44,48,49,50,51,53,54,55,56,58,59,60,64,65,67,69,70,71,72,73,74],alloc:[6,23,26,51,58],allow:[15,23,44,50,51,53,56,59,69],allow_only_one_model_on_one_gpu:[55,56,58],almost:[42,49,54,64],along:73,alpha:17,alreadi:[17,18,34,39,44,53,54,56,59,60,73],alreali:[55,74],also:[1,2,8,9,12,15,17,21,24,29,30,36,37,39,40,43,44,48,49,51,53,54,60,65,66,67,69,72,73],although:42,alwai:[4,8,9,14,17,37,41,42,56,59,74],amaz:66,amazon:[59,60,69,73],amazonaw:59,amazonec2fullaccess:59,amazonelasticfilesystemfullaccess:59,amazonroute53domainsfullaccess:59,amazonroute53fullaccess:59,amazons3fullaccess:59,amazonvpcfullaccess:59,ambigu:[37,72],amd64:[43,59],american:66,among:[59,73],amount:[53,73],analysi:[42,53,68,72],analyz:[69,73],andd:59,ani:[1,2,8,9,12,15,17,18,23,25,26,34,37,49,53,59,69,71,74],anim:70,annot:72,annual:72,anoth:[2,8,14,15,26,39,40,44,49,56,59,72,73],ans:59,answer:[42,59,72],anyth:[12,37,50,59,72],api:[12,14,15,17,23,24,26,27,29,35,36,38,41,43,51,53,59,63,65,69,71,73],api_shar:17,api_test:17,api_trainer_config_helpers_data_sourc:71,api_trainer_config_helpers_lay:48,api_trainer_config_helpers_layers_context_project:71,api_trainer_config_helpers_layers_cos_sim:71,api_trainer_config_helpers_layers_data_lay:71,api_trainer_config_helpers_layers_embedding_lay:71,api_trainer_config_helpers_layers_fc_lay:71,api_trainer_config_helpers_layers_pooling_lay:71,apiserv:59,apivers:[59,60],apo:74,appar:74,appear:[30,72],append:[2,14,37,48,51,54],append_gradient_machin:14,appleclang:43,appleyard:53,appli:[8,30,39,48,51,66,69],applic:[30,44,53,59,60,73],applyl1:21,appreci:[50,73],approach:[8,34,36],apt:[43,66],arbitrari:8,architectur:[64,72,73,74],architecur:73,archiv:[12,32,33],arg:[2,7,9,40,42,55,65,66,67,69,72,73],arg_nam:8,argu:72,argument:[2,4,8,12,21,22,36,48,51,56,57,64,65,66,67,71,72,73,74],argv:67,arn:59,around:[2,8,25,59],arrai:[4,6,8,12,14,23,30,37,42,67],art:[42,72],articl:[30,49,50,54,60],artifact:59,artifici:65,artist:70,arxiv:[8,9,65,73],as_row_vector:8,ask:[18,25,49],aspect:73,assign:[7,8,22,56,59],associ:[36,72,73,74],assum:[7,8,48,58,64],assur:1,astyp:[37,65],asyc:18,async:[18,55],async_count:56,async_lagged_grad_discard_ratio:56,async_lagged_ratio_default:[55,56],async_lagged_ratio_min:[55,56],asynchron:[18,56],atla:43,atlas_root:43,attenion:9,attent:[8,9,44,74],attitud:73,attr1:8,attr2:8,attr:[6,8,9,40,48],attr_map:40,attribut:[2,8,9,13,34,39,40,51,64,72],attrproto:40,attrtyp:40,attrvalu:40,auc:55,aucvalidationlay:56,authent:59,author:[27,59,67],authorized_kei:54,auto:[21,32,39,51,53,68,71],autom:[59,74],automak:43,automat:[8,15,23,29,34,40,43,44,48,50,51,54,55,56,59,71,72,74],automaticli:8,automobil:66,avail:[18,23,34,43,59],averag:[7,8,11,22,56,67,69,71,72,73,74],average_test_period:[55,56,72],average_window:73,averagepool:8,avg:[53,69],avgcost:[69,71,73,74],avgpool:[8,69],avoid:[16,18,36,53],avx:[43,44,50],await:60,awar:[15,35,44,49,59],aws:27,aws_account_id:59,awsaccountid:59,awskeymanagementservicepowerus:59,aync:34,b2t:64,b363:60,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:60,ba5f:59,back:[2,14,18,44],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,21,23,36,48,51,56,58],backward_first:48,backward_op:16,backwardactiv:51,bag:[69,73],baidu:[42,60,64],baik:64,balanc:[34,56,59,65],balasubramanyan:73,bank:72,bare:60,barrier:56,barrierstatset:53,base:[7,8,11,12,15,22,42,48,49,51,53,54,56,59,64,65,69,71,73,74],baseactiv:9,baseev:14,basematrix:51,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[44,49,50,59,60],bashrc:43,basic:[2,8,14,44,50,51,69,70,73],batch:[2,8,9,10,12,14,15,18,20,21,35,51,54,56,59,60,65,66,67,69,71,72,73,74],batch_0:67,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[20,37],batch_siz:[2,12,42,54,64,65,66,69,71,73,74],batchsiz:[8,51],bazel:17,bbbbb:20,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:38,beam:[8,48,56,72,74],beam_gen:[8,48],beam_search:[14,48],beam_siz:[8,48,55,56,58],beamsiz:74,becaus:[4,7,8,12,15,16,17,18,23,36,37,39,48,49,51,58,59,66,69,72],becom:[34,39,53],been:[2,17,22,43,49,66,69,72,73,74],befor:[4,8,9,18,25,28,30,36,37,44,50,54,59,66,73,74],begin:[4,7,8,21,23,28,30,51],beginiter:[14,15],beginn:48,beginpass:[14,15],begintrain:15,behavior:53,being:[25,37,65],belong:[8,39,74],below:[2,8,18,23,34,36,37,41,48,51,53,54,59,65,66,69,71],benefit:[9,25,26],bengio:8,bertolami:73,besid:[1,8,12,74],best:[8,17,43,44,49,56,69,71,73,74],best_model_path:72,besteffort:60,beta1:10,beta2:10,beta:67,better:[8,9,17,42,54,59,65,71],between:[7,8,10,14,17,18,23,33,34,36,39,42,59,65,69,70,73,74],bgr:67,bi_gru:9,bi_lstm:9,bia:[8,9,10,48,51,67],bias:[8,51],bias_attr:[8,9,42,48],bias_param_attr:9,biases_:51,biasparameter_:51,biassiz:51,bidi:60,bidirect:[8,9,48,72,74],bidirectional_lstm_net:73,big:[34,53],bigger:18,biggest:73,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:53,bin:[43,44,54,59,60,71],binari:[2,7,8,12,17,26,49,53,59,64,69,73],bind:[29,39],bird:66,bison:43,bit:69,bitext:74,bla:43,blank:[8,59],bloack:31,block:[8,19,21,23,31,34,35,41,42,51,53,56,67,73],block_i:8,block_x:8,blockdesc:30,blog:73,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:73,book:[12,48],bool:[2,6,7,8,9,11,12,14,40,41,51,56,58,69,73],boot:[8,48],boot_bia:8,boot_bias_active_typ:8,boot_lay:48,boot_with_const_id:8,bootstrap:43,bos_id:[8,48],both:[5,6,8,9,15,17,18,25,34,41,44,48,51,53,59,65,67,69],bottleneck:[53,67],bottom:[14,73],bound:8,boundri:7,bow:[69,73],box:[8,53],brace:30,brain:25,branch:[8,15,17,31,38],breadth:[56,74],brendan:73,brew:43,brief:[17,23],briefli:53,broadcast:18,broken:50,brought:50,brows:44,browser:[44,59],bryan:73,bsd:49,bucket_nam:59,buf:21,buf_siz:12,buffer:[2,12,21,37,39,56],buffer_s:12,buffered_read:37,bug:[50,59],bui:73,build:[8,12,17,26,30,38,40,42,44,46,52,56,59,61,62,64,66,67,69,71,73,74],build_dict:12,built:[17,40,43,44,49,65,72],bunch:[53,69],bunk:73,button:[50,59],c11:32,c703c041:50,c99:33,c99e:59,cach:[69,72],cache_pass_in_mem:[2,69,72],cachetyp:[2,69,72],cacul:9,calc_batch_s:[2,72],calcul:[2,7,8,9,10,16,18,23,48,51,53,56,58,65,71],call:[2,7,8,9,14,15,16,21,22,23,24,26,30,35,39,40,42,44,48,49,50,51,53,56,59,66,67,69,73,74],callabl:[2,6,8,12],callback:51,caller:59,caltech:66,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,21,22,25,26,29,30,31,34,35,36,37,40,41,42,43,44,48,49,50,51,53,54,55,56,58,59,60,64,65,66,67,69,71,72,73,74],can_over_batch_s:[2,72],cancel:[25,50],candid:8,cannot:[39,51],caoi:74,capabl:[43,73],capac:59,capi:32,capi_prvi:33,caption:[42,74],captur:[42,54],card:54,care:[9,26,37,55,56,70],carefulli:[54,56,67],caret:14,cast_to_op_attr:40,cat:[44,66,67,73],categor:72,categori:[8,12,18,69,73],categorig:12,categoryfil:60,caus:[18,28],caution:[59,60],cc_:17,cc_binari:17,cc_test:17,ccb2_pc30:74,cclient:24,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,73],center:2,ceph:[20,60],cephf:[20,26,27],certain:[1,39,55,72],certif:[15,27,59],cffi:32,cfg:60,cgo:32,chain:[12,30,51],challeng:[8,18],chanc:[15,51,69],chang:[8,12,17,22,26,36,37,39,42,44,48,50,51,53,56,59,69,73],channel:[8,9,53,54,67],channl:[54,67],chapter:35,chapter_data:35,chapter_out:35,charact:[69,71],character:42,characterist:[58,66],check:[2,12,17,42,43,44,50,56,58,59,70],check_align:12,check_attr:40,check_eq:51,check_fail_continu:2,check_grad:16,check_l:51,check_sparse_distribution_batch:[55,56],check_sparse_distribution_in_pserv:[55,56],check_sparse_distribution_ratio:[55,56],check_sparse_distribution_unbalance_degre:[55,56],checkgrad:56,checkgrad_ep:56,checkout:50,checkpoint:34,checksum:27,children:70,china:44,chines:68,chmod:[43,59],choic:[17,44,70],choos:[49,56,69,71],chosen:[1,70,74],chunk:[22,27,65,72],chunk_schem:7,chunktyp:7,cifar:[65,66],cifar_vgg_model:66,circl:30,claim:59,claimnam:59,clang:[32,43,44,50],clarifi:7,class1:73,class2:73,class_dim:73,classfic:[67,73],classfiic:66,classic:[8,42],classif:[2,4,8,30,58,67,68,69,73,74],classifc:73,classifi:[8,65,66,67,69,73],classification_cost:[66,69],classification_error_evalu:[7,65,69,73,74],classification_evalu:7,claster:59,clean:[4,17,36,49,50,71],clear:[7,16,17,36,39],clearer:36,clearli:39,cleric:70,cli:59,click:[50,53,59],client:[21,24],clip:[6,9,56,69,73],clock:8,clone:[8,43,44,49],close:[2,37,50],closer:42,cloud:[17,18,26,27,28],cloud_read:12,cls:69,cludform:59,cluster:[12,14,15,18,23,55,56,60,69,74],cluster_train:54,cm469:59,cmake3:43,cmake:[33,43,49,51,53],cmakelist:[17,51],cmatrix:[32,33],cmd:60,cna:8,cname:59,cnn:[8,60,67,69],coars:29,code:[2,4,8,12,15,17,25,29,30,34,36,37,40,41,42,43,44,45,48,51,52,53,54,59,60,65,69,70],coeff:8,coeffici:8,collabor:18,collect:[8,12,14,42,70],collectbia:51,colleg:70,color:[66,67],colour:12,column:[7,8,30,37,51,64,74],column_evalu:7,colunm:74,com:[8,9,12,17,30,43,44,49,50,59,60,67],combin:[7,8,9,12,14,39,65,71,73],come:73,comedi:70,comma:[14,23,56,64],command:[1,4,17,21,26,28,42,43,44,49,50,51,52,53,54,59,60,61,62,64,65,66,67,71,72,73],commandlin:[53,73],commenc:69,comment:[8,10,17,40,50,69,73],commit:17,commnun:54,common:[20,48,51,55],common_util:54,commonli:[28,48,53,58],commun:[18,23,24,34,51,54,59],compani:73,compar:[16,17,49,51,65,69],comparison:17,compat:[2,29],compet:73,competit:65,compil:[8,17,40,41,43,44,49,50,51],complaint:17,complet:[4,8,9,10,12,14,18,22,23,27,30,51,59,60,69],complex:[1,2,9,25,37,48,53,69],complic:[8,29],compon:51,compos:[12,15,29,35,65,72],composenotalign:12,composit:29,compress:22,compromis:49,comput:[8,9,15,16,18,34,39,41,42,43,44,48,49,51,53,58,59,69,71,72,73],computation:[8,48],conat:8,concat:[48,74],concaten:[9,35],concept:[2,7,15,29,35,36,39,41,44,48],concern:15,concurr:[18,25,34],concurrentremoteparameterupdat:56,cond:31,condit:[8,22,48,54,60,74],conduct:53,conf:[4,8,54,64,65,67,74],conf_paddle_gradient_num:59,conf_paddle_n:59,conf_paddle_port:59,conf_paddle_ports_num:59,conf_paddle_ports_num_spars:59,confid:[8,73],confidence_threshold:8,config:[2,6,8,20,28,42,51,54,55,56,59,60,64,65,66,67,69,73,74],config_:[21,56],config_arg:[55,56,58,67,69,72,73],config_bas:[7,8,14],config_fil:72,config_gener:[54,71],config_lay:51,config_len:23,config_pars:[4,51],config_proto:23,configur:[0,1,2,4,8,14,21,23,25,26,34,42,47,49,51,53,56,64,66,67,73,74],confirm:28,conflict:[39,50],confront:74,congest:56,conll05st:72,conll:[12,72],connect:[1,9,26,34,42,51,59,60,65,66,67,69,71,73],connectionist:[8,73],connor:73,consequ:[8,9],consid:[7,8,10,43,44,49,53,58,66],consider:[2,9],consist:[7,8,12,22,37,40,66,67,69,72,74],consol:[53,59],constant:51,constraint:39,construct:[2,4,7,15,35,39,40,41,48],constructbackwardgraph:30,constructoptimizationgraph:30,constructor:[39,40,51],consum:[18,73],contact:25,contain:[2,7,8,9,11,12,14,15,22,36,39,40,45,48,49,50,54,59,66,67,69,70,73,74],containerport:59,contemporan:73,content:[23,28,60,72,73],content_len:23,context:[8,9,12,39,48,64,69,71,72,73,74],context_attr:9,context_len:[8,9,69],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,69],contibut:50,contin:59,continu:[2,7,18,56],contrast:[8,74],contribut:[45,49,52,73],control:[6,44,50,56,59,60,74],conv:9,conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,40,54],convent:23,converg:[54,65,73],convert:[2,4,12,20,37,64,66,67,69,71],convlay:8,convolut:[8,9,12,65,67,71],convoper:8,convtran:8,convtranslay:8,cool:[2,50],coordin:[18,23],copi:[14,15,22,25,28,30,35,44,50,59,65,71],copy_shared_paramet:65,copytonumpymat:65,core:[2,6,33,36,49,56,74],coreo:59,corespond:72,corpora:74,corpu:[12,72],correct:[2,8,51,59],correctli:[7,12,51,65],correl:[42,66,73],correspoind:15,correspond:[2,4,15,17,35,40,42,50,51,66,70,72,73,74],corss_entropi:15,cos:[8,40],cosin:[8,40,71],cosineop:40,cosineopproto:40,cosineopprotomak:40,cost:[4,10,14,15,30,42,56,65,69,71,73,74],cost_id:8,could:[2,4,8,12,14,15,16,22,34,35,36,37,44,49,53,54,59,69,71],count:[7,18,26,37,53,56,58,60,64,71,72,73,74],counter:[18,22,30],coupl:42,cours:[7,26,49],coverag:43,coveral:43,coveralls_uploadpackag:43,cpickl:67,cpp:[16,21,29,32,33,34,36,41,50,51,53,69,71,74],cpu:[1,2,6,8,16,26,36,38,43,49,53,56,60,65,72,73,74],cpuinfo:44,cpusparsematrix:33,craftsman:70,crash:[18,53,54,56],crazi:54,creat:[4,6,8,12,14,15,16,18,23,27,28,29,30,35,36,41,42,43,44,49,51,54,56,64,65,66,74],create_bias_paramet:51,create_doc_str:40,create_ifelseop:31,create_input_paramet:51,create_oper:29,create_python_ops_creatation_funct:40,create_rnn_op:35,createargu:65,createfromconfigproto:[4,65],createop:40,createstack:59,createvar:41,creation:[29,59],creationd:59,creator:[12,20],credenti:28,credit:65,crf:72,crime:70,critic:73,crlf:50,crop:67,crop_siz:67,cross:[8,69,72],cross_entropi:[8,15,65],cross_entropy_with_selfnorm:8,crt:27,csc:51,cslm:74,csr:51,csv:70,ctc:7,ctc_evalu:7,ctest:[44,49,50],ctrl:[49,54,71],ctx:72,ctx_0:72,ctx_0_slot:72,ctx_n1:72,ctx_n1_slot:72,ctx_n2:72,ctx_n2_slot:72,ctx_p1:72,ctx_p1_slot:72,ctx_p2:72,ctx_p2_slot:72,cub:66,cuda:[17,43,44,49,53,54,56],cuda_dir:[55,56],cudaconfigurecal:53,cudadevicegetattribut:53,cudaeventcr:53,cudaeventcreatewithflag:53,cudafre:53,cudagetdevic:53,cudagetdevicecount:53,cudagetdeviceproperti:53,cudagetlasterror:53,cudahostalloc:53,cudalaunch:53,cudamalloc:53,cudamemcpi:53,cudaprofilerstart:53,cudaprofilerstop:53,cudaruntimegetvers:53,cudasetdevic:53,cudasetupargu:53,cudastreamcr:53,cudastreamcreatewithflag:53,cudastreamsynchron:53,cudeviceget:53,cudevicegetattribut:53,cudevicegetcount:53,cudevicegetnam:53,cudevicetotalmem:53,cudnn:[8,11,17,43,56],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[55,56],cudnn_convt:8,cudnn_dir:[55,56],cudrivergetvers:53,cuinit:53,cumul:8,curl:[43,59],curli:30,current:[2,8,17,18,21,23,34,35,36,39,41,42,44,48,49,50,51,54,56,59,69,73,74],current_word:48,currentcost:[69,71,73,74],currentev:[69,71,73,74],curv:[15,66,72],custom:[1,2,15,26,51,59,70,73],custom_batch_read:37,cut:34,cutoff:12,cycl:18,cyclic:8,cython:32,d3e0:59,dai:74,daili:73,dalla:2,dan:72,danger:2,dangl:49,darwin:59,dat:[20,54,71],data:[0,1,2,4,7,10,14,15,16,20,21,22,27,30,34,35,36,39,40,41,43,44,48,51,53,54,55,56,58,61,67,70],data_batch_gen:65,data_dir:[64,66,73,74],data_fil:42,data_initialz:69,data_lay:[2,21,42,65,66,69,72],data_read:[12,37],data_reader_creator_random_imag:37,data_sourc:65,data_typ:[12,41,48],databas:[12,73],datacent:[20,28],datacenter1:20,datacenter2:20,datacenter_1:20,datacenter_2:20,datacenter_nam:20,datadim:8,dataprovid:[1,42,54,71,72],dataprovider_bow:69,dataprovider_emb:69,dataproviderconvert:4,datasci:8,dataset:[0,2,20,26,37,42,48,56,64,66,67,69,72,73],datatyp:41,date:72,db_lstm:72,dcgan:65,dcmake_install_prefix:43,dead:18,deal:65,debian:44,debug:[2,16,28],decai:[10,66],decar:12,decayr:21,decent:22,decid:[15,25,37],declar:[8,35,71],decod:[8,9,48,72,74],decoder_boot:48,decoder_group_nam:48,decoder_input:48,decoder_mem:48,decoder_prev:9,decoder_s:48,decoder_st:[9,48],deconv:8,deconvolut:8,decor:[2,12,51],decreas:42,decrypt:59,deep:[8,25,30,42,44,46,53,65,66,67,69,72],deeper:[42,44,67],deer:66,def:[2,8,12,15,16,20,26,29,35,37,40,41,42,48,51,65,67,69,72],defalut:[8,56,58],default_devic:58,default_valu:[31,58],defect:36,defer:25,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,25,29,34,35,37,39,40,42,48,51,54,56,64,65,66,72],define_py_data_sources2:[2,42,66,67,69],defini:74,definit:[2,16,18,22,40,42,44,64,69,73],definiton:29,degre:8,delai:56,delar:69,delet:[26,27],deletestack:59,delimit:[7,70,71],delta:[8,16],delv:8,demand:18,demo:[8,12,54,60,61,64,65,66,67,68,69,70,71,72,73,74],demograph:70,demolish:60,demonstr:[42,48,65,71],denot:[58,69,70,72],dens:[2,8,12,23,24,51,59,69,71],dense_arrai:12,dense_vector:[2,4,12,42],dense_vector_sequ:12,dep:17,depend:[17,18,26,34,41,42,44,49,54,58,66,70],deploi:[8,54,58],deploy:[54,59],deprec:8,dequeu:34,deriv:[5,15],desc:40,descent:[8,18],describ:[15,17,22,36,40,41,42,50,51,59,60,65,69,72],describestack:59,describestackev:59,describestackresourc:59,descript:[4,7,17,41,43,50,57,59,66,71],deseri:[14,36],desgin:30,design:[2,8,12,21,32,73],desir:[18,59,60,64],destin:[23,28],destruct:39,destructor:51,det_output:7,detail:[2,4,6,7,8,9,10,16,22,26,28,35,39,43,48,49,50,51,53,54,57,58,59,60,64,65,67,69,71,73,74],detect:[44,50],detection_evalu:7,detection_output:7,determin:[2,8,12,51,65],dev:[43,44,49,50,66,74],devel:43,develop:[17,36,38,43,55,56,74],deverlop:56,deviat:6,devic:[6,36,56,74],deviceid:58,devid:[8,56],dez:73,diagnos:54,diagram:[35,67],dict:[2,7,12,14,69,71,73,74],dict_dim:73,dict_fil:[7,69,72],dict_siz:[12,21],dictionai:69,dictionari:[2,7,8,12,14,15,16,58,67,69,71,72,73,74],dictsiz:74,did:[2,36],diff:50,diff_mat:16,differ:[2,7,8,14,17,18,23,25,34,39,42,44,48,50,51,54,56,59,60,64,66,67,69,73,74],differenti:29,difficult:[7,16,42,49],dig:[44,53,59],digit:[2,8],dilat:8,dilation_i:8,dim:[8,12,21,35,41,51,64,67,69,73],dimens:[5,8,11,12,51,58,64,69,71,73],dimension:[2,42,48,51,65,69],dimenst:64,dimes:8,dir:[54,67,69,71,72,73,74],dirctori:44,direct:[8,9,44,67,72],directli:[1,2,9,17,24,26,36,40,42,44,54,60,73],directori:[1,8,17,20,25,27,28,43,44,49,50,53,54,56,60,66,67,69,71,72,73,74],diretcoti:67,dis_conf:65,dis_train:65,dis_training_machin:65,disabl:2,discard:[12,18,22,50,56],discount:8,discov:[18,72],discoveri:59,discrep:53,discrimin:65,discriminator_train:65,discuss:[15,22,23,24],disk:[49,60],dispatch:[36,54,56],displai:[26,28],disput:74,dist:38,dist_train:[15,26],distanc:7,distibut:64,distinguish:[17,54,65,74],distribut:[8,22,23,24,25,34,41,43,52,60,61,62,65,69,72],distribute_test:[55,56],distributedli:51,disucss:15,divid:[10,40,41,55,66,74],diy_beam_search_prob_so:[55,56],dmkl_root:43,dns:59,do_forward_backward:37,doc:[4,12,35,43,44,50,54],dockefil:49,docker:[38,45,50,59,61,62],docker_build:15,docker_push:15,dockerfil:[44,49,50],dockerhub:44,doctor:70,document:[2,4,9,16,27,30,35,43,49,50,58,66,69,71,72,73],documentari:[2,70],doe:[2,4,9,18,22,23,25,26,34,36,37,41,42,49,51,53,69,71,72],doesn:[6,8,12,15,37,49,50,53,60,74],dog:[66,67],doing:[21,25,30,53],domain:59,don:[9,15,17,29,30,37,42,49,59,73],done:[7,8,9,17,18,22,23,50,53,59,65,73],dopenblas_root:43,dot:[56,67,74],dot_period:[56,58,65,66,71,73,74],dotmuloper:8,dotmulproject:8,doubl:[2,8,30,43,56],down:[53,69],download:[12,17,18,21,25,27,44,65,66,69,72,73],download_cifar:66,downsampl:66,doxygen:[43,50],dozen:17,drama:70,drive:39,drop:[2,9],drop_rat:6,dropout:[6,9,51,69],dropout_r:8,drwxr:60,dst:23,dtoh:53,dtype:[4,42,67],dubai:74,due:[22,25,70],dummi:[14,22],duplic:[34,70],durat:[22,53],dure:[1,2,8,9,18,22,25,26,42,51,55,56,59,69,71,72,74],durn:2,dwith_c_api:33,dwith_doc:43,dwith_profil:53,dwith_python:33,dwith_swig_pi:33,dwith_tim:53,dynam:[1,2,23,33,37,43,53,56],dynamic_cast:51,each:[1,2,4,7,8,9,11,12,14,16,17,18,21,22,23,25,26,30,34,35,36,37,39,40,42,44,48,50,51,54,56,58,59,64,66,67,69,70,71,72,73,74],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,eas:[12,37,67],easi:[16,37,44,51,54,69],easier:[15,34,37,49,51],easili:[15,37,39,42],echo:[44,71,73],edit:[7,44,49,59],editor:[44,49],edu:[12,59,60,66],educ:70,eeoi3ezpr86c:59,effect:[2,56,59],effici:[1,2,8,48,49,51],efg:8,efs:59,efs_dns_nam:59,efsvol:59,eight:72,either:[8,12,14,15,35,53,69,71],elb:59,elbapis:59,elec:69,electron:[60,69],elem_dim:8,element:[2,4,7,8,9,12,14,16,22,31,34,37,69,73,74],element_typ:23,elif:[15,40],elimin:72,els:[15,21,26,34,39,40,44,49,51,67,69],emac:[44,49],emailweixu:17,emb1:21,emb2:21,emb:[60,69],embed:[15,21,34,48,68,71,73],embedd:72,embedding_lay:[21,69],embedding_nam:[8,48],embedding_s:[8,48],emphas:53,empir:8,emplace_back:51,emploi:[40,48,70],empti:[7,12,18,42],emul:74,enabl:[2,6,8,17,22,34,49,53,54,56,59],enable_grad_shar:[55,56],enable_parallel_vector:56,enc_proj:[9,48],enc_seq:9,enc_vec:48,encapsul:23,encod:[9,22,48,74],encoded_proj:[9,48],encoded_sequ:[9,48],encoded_vector:48,encoder_last:8,encoder_s:48,encount:21,encrypt:59,encrypt_decrypt:59,end:[2,7,8,14,36,37,39,42,48,49,50,56,64,72,73,74],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,20,59],endtrain:15,engin:[26,53,70],english:[2,8,74],enjoi:44,enough:[42,49],enqueu:34,ensembl:9,ensur:[2,18,39,49,51],enter:[44,70],entir:[8,9,23,25,73],entiti:[7,39],entri:[12,22,26,49,51,59,70],entropi:[8,69,72],entry_point:26,enueu:34,enumer:[5,69],env:59,environ:[15,43,44,49,50,53,54,55,56,59,60,65,66,71],eol:50,eos_id:[8,48],epel:43,epoch:70,epsilon:10,equal:[8,9,18,56],equat:[7,8,9,10,44],equilibrium:65,equip:[43,48],equival:[8,15,40],error:[6,7,8,9,10,15,16,22,28,39,42,51,54,56,59,66,67,69,70,71,73,74],error_clipping_threshold:6,especi:[2,9,49,72],essenc:15,essenti:[8,15,43,72,74],estat:42,estim:[8,15,34],eta:60,etc:[7,12,37,39,44,54,55,58,59,73,74],etcd:[12,14,18,22,23,25],etcd_addr:23,etcd_endpoint:12,eth0:[54,59],ethternet:54,eval:[7,41,69,71,73,74],eval_bleu:74,evalu:[1,8,13,14,25,53,54,69,73,74],evaluate_difficult:7,evaluate_pass:73,evalut:[42,74],even:[15,37,49,53,56,73],evenli:[23,59],event:60,event_handl:[14,15],everi:[1,2,7,8,9,12,15,16,18,22,23,25,30,34,39,40,48,50,51,56,69,72,73,74],everyth:[34,42,50],everywher:49,evid:36,exactli:[2,8,9,44,59,72],exampl:[1,2,7,8,9,10,12,14,26,28,29,30,34,35,36,37,42,43,44,48,49,50,51,53,54,55,56,58,59,60,66,67,68,69,73,74],exceed:8,except:[2,8,12,25,30,58,64,73],exchang:36,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[44,56],execut:[17,18,22,26,49,51,53,59,70,72,73],exist:[15,18,28,37,40,49,51,56,59,70,73],exit:[23,28,56,60],expand:[51,72,73,74],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,53,73],expens:74,experi:58,expert:17,expir:18,explain:[2,7,18,29,30,54,65,73],explan:[8,16,26,39,43,69,74],explanatori:[42,44],explicit:51,explicitli:[2,15],exploit:66,explor:8,exponenti:5,expos:[24,44,59],express:[15,34,59,73],ext:8,extend:[7,34],extens:[25,34,70,71,74],extent:33,extern:[2,17,32,33],external_librari:17,extra:[6,8,9,42],extra_lay:14,extraattr:[6,58],extraattribut:8,extraattributenon:8,extract:[7,8,36,59,66,72,73],extract_fea_c:67,extract_fea_pi:67,extract_para:64,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,53],extremli:1,f120da72:60,f7e3:59,fa0wx:60,fabric:54,face:17,facotr:8,fact:67,factor:[6,8,10],factori:32,fail:[2,18,22,56,58,60,66],failur:[18,23],fake:65,fake_imag:37,falloc:27,fals:[2,6,7,8,9,10,12,16,31,35,37,42,48,51,56,58,60,64,69,71,72,73,74],false_block:31,false_label:37,false_read:37,famili:74,familiar:[2,42],fanscin:2,fantasi:70,fantast:69,farmer:70,fascinatingli:1,fast:[8,22,53],faster:[8,9,18,48,53,73],fault:[14,22],favorit:49,favourit:44,fbd1f2bb71f4:60,fc1:[41,51,58],fc2:[41,58],fc3:58,fc4:58,fc8a365:59,fc8a:59,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[40,42,51,58,69,71],fc_layer_nam:9,fc_mat:14,fc_op:40,fc_output:40,fc_param_attr:9,fclayer:51,fcop:29,fdata:72,fea:67,fea_output:67,feat:73,featur:[2,5,8,12,50,56,66,69,73,74],feature_map:71,feed:[9,14,15,30,35,42,73],feeder:12,feedforward:66,femal:70,fernan:73,festiv:2,fetch:[12,18,21,48,50,51],few:[2,17,18,37,44,49],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,40,53,59],fifth:30,figur:[15,17,34,35,48,51,53,64,65,66,67,72,73,74],file1:74,file2:74,file:[1,2,4,7,8,12,14,15,17,18,20,22,23,25,26,27,28,33,37,41,42,43,44,48,49,50,51,54,56,64,66,67,72,73,74],file_list:2,file_nam:[2,42,67,69,72],filenam:[2,20,71],fileoffset:27,filer:8,filesystem:[25,26,27,44,59],fill:[8,18,22,59,69],film:70,filter:[8,9,67],filter_s:[8,9],filter_size_i:8,finali:54,find:[8,10,18,25,39,44,53,66,73,74],find_var:16,findvar:39,fine:[6,22,29,71],fingerprint:59,finish:[2,18,22,25,26,40,44,54,59,60,66],finit:51,first:[2,8,14,15,18,22,25,26,28,30,35,40,42,44,48,49,50,51,53,56,58,59,64,65,66,67,69,71,72,73,74],first_seq:48,firstli:[7,8],firstn:12,firstseen:60,fit:[1,12,50],five:[53,69],fix:[2,6,32,50,74],flag:[12,56,65,66,72],flatten_s:41,flexiabl:37,flexibl:[1,8,9,15,23,30,35,48],flight:74,float32:[4,12,29,37,42,65,67],floor:8,flow:[35,38,50],fly:[42,69],fnt03:59,focu:[2,53],folder:[17,20,26,28,43,59,66,73,74],follow:[1,2,7,8,9,10,12,14,15,16,17,18,22,26,29,30,34,35,37,39,40,43,44,48,49,50,51,53,54,58,59,60,61,62,64,65,66,67,69,70,71,72,73,74],fool:65,forbid:15,force_load:32,forecast:73,forget:[10,15,73],fork:8,form:[1,2,8,9,10,53,72],format:[1,2,7,12,14,16,22,42,50,51,56,59,64,66,70,71,73],former:[15,17,74],formula:[8,9,16],formular:8,forward:[5,8,9,16,21,23,36,48,51,58,65,72,73],forward_op:16,forwardactiv:51,forwardtest:4,found:[2,4,8,39,43,48,65,66,69,73],four:[2,7,30,64,67,69,71,72,73],fp16:41,fp32:41,fp64:41,frame:7,framework:[15,39,40,41,51,67,69,73],free:[12,74],french:74,frequenc:[12,53,64,69,73],frequent:[22,37,54,74],fresh:25,friend:39,frog:66,from:[2,4,7,8,9,12,14,16,17,18,20,21,22,23,28,29,30,31,34,35,36,37,39,42,44,48,50,51,52,53,54,56,58,59,60,64,65,66,67,69,70,71,72,73,74],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[37,42,67],fulfil:53,full:[8,18,25,35,44,48,51],full_matrix_project:[9,48],fullfil:41,fulli:[34,42,50,51,53,65,66,67,69,71,73],fullmatrixproject:8,fullsiz:21,fully_matrix_project:9,fullyconnect:64,fullyconnectedlay:51,func:[12,22],funciton:9,functor:29,fundament:[34,42],further:[8,40],futur:[8,25],fvs:40,gain:8,game:65,gamma:67,gan:15,gan_train:65,gangliao:17,gap:56,gate:[8,9,73],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,36,51],gauss:6,gaussian:65,gcc:[32,43,44,49],gcreators_:40,gen:[8,74],gen_conf:[65,74],gen_data:74,gen_result:74,gen_train:65,gen_training_machin:65,gender:[12,70,71],gener:[1,2,4,7,8,9,12,14,15,17,18,20,22,23,25,29,31,34,37,40,42,43,44,50,53,54,56,58,59,64,67,68,69,71,73],generated_word_embed:8,generatedinput:[8,48],generator_conf:65,generator_machin:65,generator_train:65,genert:2,genr:[70,71],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,22,23,25,26,27,35,39,40,41,42,43,48,51,53,54,59,63,66,67,69,71,72,73],get_all_op_proto:40,get_batch_s:72,get_best_pass:73,get_config_arg:[58,69,73],get_data:[60,69,72],get_default_block:41,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:73,get_input_lay:51,get_mnist_data:65,get_model:67,get_movie_title_dict:12,get_nois:65,get_numeric_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:65,get_word_dict:12,getbatchs:51,getenv:[15,26],getinput:51,getinputgrad:51,getinputvalu:51,getlayeroutput:14,getmat:21,getoptconfig:21,getoutputgrad:51,getoutputvalu:51,getparam:21,getparameterconfig:21,getparameterptr:51,getparameterspars:21,getparametersremot:21,getsiz:51,getslotvalu:65,gettask:22,gettempl:59,gettranspos:51,getw:51,getweight:51,getwgrad:51,gfortran:43,gildea:72,gist:9,git:[38,43,44,49,50],github:[9,17,30,43,44,49,67],give:[2,18,35,42,44,49,51,53,59,69],given:[2,8,12,14,23,25,29,34,37,51,56,65,69,72,73,74],glide:17,global:[2,6,15,17,18,36,39,40,49,53,56,59,73],global_learning_r:6,globalstat:53,globalstatinfo:53,globe:2,go1:43,go_librari:17,go_test:17,goal:[30,53,72],gob:22,godep:17,godoc:32,goe:[8,9,18,39,42],going:[29,69,73],golang:[17,43],good:[8,37,53,73,74],goodfellow13:8,googl:15,googleapi:[43,59],gopath:43,goroot:43,got:39,gpg2:59,gpg:59,gprotos_:40,gpu:[1,2,6,8,11,16,26,36,38,43,49,50,52,54,65,66,67,71,72,73,74],gpu_id:[56,58,65],gpugpu_id:55,grab:[18,73],grad:[16,23,56,70],grad_share_block_num:[55,56],grad_var_nam:16,gradient:[6,7,8,10,14,18,22,30,36,56,69,73],gradient_clipping_threshold:[6,69,73],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,33],gradientmachin:[4,14,33,36,65,71,74],gradientmachine_:21,gradual:[42,53],grai:66,grain:29,gram:[64,73],grandient:14,grant:59,graph:[8,14,17,18,35,41,64],graphviz:67,grave:73,grayscal:2,great:34,greater:8,greaterthan:40,grep:[44,73],groudtruth:48,ground:[7,8,69,74],group:[9,22,73],group_input1:48,group_input2:48,group_input:48,grouplen:[12,70],gru:[8,48,69,74],gru_bias_attr:9,gru_decod:48,gru_decoder_with_attent:48,gru_encoder_decod:[64,74],gru_layer_attr:9,gru_memori:9,gru_siz:69,gru_step:48,gru_step_lay:9,grumemori:[9,48],gserver:[8,51],gsizex:53,guarante:51,guard:21,guess:[42,73],guest:49,gui:53,guid:[27,45,48,50,51,53,59,60,64,66,73,74],guidenc:42,gzip:[22,60],hack:[45,54],had:49,hadoop:15,half:59,hand:[70,71,73],handi:17,handl:[12,15,26,36,37,39,54,71,73],handler:14,handwrit:[2,73],happen:[22,40],hard:[34,49,59,69],hardwar:[44,49,53],has:[2,4,7,8,9,10,12,15,16,17,18,22,23,25,31,34,40,44,48,49,51,53,59,60,64,66,69,70,71,72,73,74],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,22,23,25,26,29,30,31,34,35,36,37,39,42,43,44,48,49,50,51,53,54,56,58,59,64,66,69,70,71,73,74],haven:49,hdf:[1,20],head:[50,64,73],header:[23,33,42,51,64,67],health:70,heard:49,heavi:54,height:[8,12,32,37,51,66],held:18,hello:15,help:[2,4,28,41,49,50,54],helper:[8,51],henc:39,here:[2,4,6,7,8,9,12,15,17,18,24,28,30,37,40,42,43,48,54,55,58,59,60,64,66,67,68,69,70,71,72,73,74],heterogen:34,heurist:[8,34,56,74],hidden:[8,9,48,59,69,73],hidden_s:9,hierarch:[8,48],high:[6,51,65],higher:[1,29],highest:[12,74],highli:[1,2,12,48,58,71,73],him:15,hint:[34,42],histor:[29,73],hl_get_sync_flag:51,hold:[15,18,22,24,39,40,59],home:[20,28,43,54,59,60],homemak:70,honor:22,hook:[2,6,72],hookattr:6,hookattribut:6,horizont:[8,67],horror:70,hors:66,horst:73,host:[17,26,43,44,54,59,60],hostnam:[54,59],hostpath:60,hostport:59,hot:71,hour:[49,74],hous:[2,12,42,64],how:[1,2,6,8,15,18,22,28,29,36,40,42,48,49,54,56,59,60,63,66,67,69,71],howev:[2,8,9,25,36,37,40,42,48,55,56,59,73,74],hpp:32,html:[12,44,66],htod:53,http:[8,9,12,17,26,30,43,44,49,50,59,60,65,66,67,74],huber:8,huge:[8,50],huina:73,human:[8,74],hyper:[8,51],hyperplan:12,i0601:71,i0706:74,i0719:74,i1117:53,iamfullaccess:59,iamusersshkei:59,ib0:54,ics:12,icwsm:73,id_input:7,idea:[8,17,37],ident:[42,44,59,70],identifi:51,identityoffsetproject:8,identityproject:8,ids:[7,8,51,69,71],idx:[22,51],ieee:73,ies:28,ifelseop:31,ifop:31,ight:8,ignor:[2,8,56,64],ijcnlp:73,illustr:[2,7,18,23,29,35,48,51,53,69],ilsvrc:67,imag:[2,11,12,15,30,37,41,42,45,49,50,58,59,61,62,65,67,68,74],image_a:37,image_b:37,image_classif:66,image_fil:37,image_lay:37,image_list_provid:67,image_nam:15,image_path:37,image_provid:66,image_reader_cr:37,image_s:67,imagenet:[8,20,68],imagepullpolici:59,imageri:8,images_reader_cr:37,imagin:30,imdb:70,imdber:73,img:[2,8,9,66],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:66,imgsiz:53,imgsizei:53,imgsizex:53,immedi:59,immutable_paramet:15,implement:[2,8,9,10,12,22,23,24,25,26,29,32,33,34,36,39,40,48,69,72],implemet:21,impli:17,improv:[8,34,53,59,73,74],inarg:21,inbound:59,includ:[1,2,7,8,9,12,15,17,23,26,32,33,35,40,43,44,48,49,50,51,53,56,59,60,64,69,70,72,74],inconsist:70,incorpor:8,incorrect:8,increas:[18,22,56,74],increment:[30,56],incupd:51,inde:[12,37,44],independ:[8,16,23,39,69],index:[2,7,8,11,12,14,16,18,22,54,59,71],indexslot:[8,72],indic:[2,7,8,23,35,42,54,59,72],individu:[18,42,59],industri:18,ineffici:36,infer:[0,15,18,32,43],inferior:25,infershap:41,infiniband:54,info:[7,8,12,35,51,54],inform:[4,8,12,14,26,28,35,39,51,53,56,59,70,71,72,73,74],infrastructur:[59,65],ingor:56,ininst:15,init:[6,14,35,41,51,58,59,65,69,72],init_from_tar:14,init_hook:[69,72],init_model_path:[55,56,58,64,69,72],initi:[2,4,6,8,9,12,14,17,22,30,34,35,40,41,48,51,56,64,65,69,72],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initpaddl:[4,65],inlcud:9,inlin:59,inner:51,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input1:[8,9],input2:8,input:[2,4,5,7,8,9,11,12,14,16,21,25,29,30,31,34,35,36,37,39,40,41,42,48,51,58,64,65,66,67,69,71,72,73,74],input_conf:8,input_data:51,input_data_target:51,input_featur:5,input_fil:[42,72],input_hassub_sequence_data:51,input_id:8,input_imag:[9,66],input_index:51,input_label:51,input_lay:51,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:51,input_sequence_label:51,input_sparse_float_value_data:51,input_sparse_non_value_data:51,input_t:51,input_to_check:16,input_typ:[42,69],input_valu:16,input_var:16,inputbuff:21,inputdef:51,inputlayers_:51,inputs_to_check:16,inputtyp:[2,12],insert:50,insid:[7,8,18,34,36,37,44,59],inspect:50,inspir:64,instal:[8,26,38,44,46,49,50,54,60,66,67,71,72,73],instanc:[8,16,18,20,24,31,35,48,51,53,56,72],instance_ip:59,instanti:18,instead:[8,9,11,17,21,26,30,37,44,49,54,69,74],instruct:[30,44,49,53,69],int16:41,int32:[41,56],int64:[27,41],integ:[2,7,8,12,22,26,32,51,69,73],integer_valu:[2,12,69],integer_value_sequ:[2,12,48,69,72],integr:[7,43,72],inter:[8,54],interact:[44,59],intercept:8,interchang:30,interest:[53,73],interfac:[0,4,6,8,9,14,22,26,28,36,54,59,66,71,73],interg:69,intergr:8,intermedi:[28,49,72],intern:[8,9,14,59],internet:[17,18,73],interpret:[2,7,43,53],interv:[8,73],intrins:43,introduc:[2,8,18,39,40,60,71,73],introduct:[3,65],introductori:49,intuit:25,invalid:[37,39],invari:66,invoc:[17,29],invok:[2,8,14,34,36,40,49,53,59],involv:65,iob:7,ioe:7,ips:59,ipt:[8,40,48],ipython:15,is_discriminator_train:65,is_gener:[64,65,74],is_generator_train:65,is_kei:71,is_loc:14,is_predict:[69,73],is_seq:[8,48],is_sequ:71,is_stat:6,is_tensor:40,is_test:[67,72,73],is_train:2,isn:53,isol:44,isspars:51,issu:[17,43,44,49,53],item:[8,12,14,25,37],iter:[8,9,10,12,14,15,18,37,66,72,73],its:[2,8,9,14,15,18,22,30,35,36,39,40,50,51,53,56,59,64,65,66,69,73,74],itself:[18,25,39,41],ivs:40,java:32,jeremi:53,jie:[72,73],jmlr:8,job:[4,12,25,55,56,58,67,69,71,72,73,74],job_dispatch_packag:54,job_id:12,job_mod:64,job_nam:[26,59],job_namespac:59,job_path:59,job_workspac:54,jobpath:59,jobport0:59,jobport1:59,jobport2:59,jobport3:59,jobserv:26,johan:73,join:18,joint:[64,74],jointli:[9,74],journal:[72,73],journei:44,jpeg:66,jpg:67,json:[54,59,60,71],jth:9,judg:74,jupyt:[26,44],just:[2,5,7,8,9,12,17,22,23,35,36,39,42,49,50,54,58,59,64,66,71,72,73],jx4xr:59,jypyt:15,k8s_data:59,k8s_job:15,k8s_token:15,k8s_train:59,k8s_user:15,kafka:20,kaim:8,kaimingh:67,kebilinearinterpbw:53,kebilinearinterpfw:53,keep:[2,8,12,18,30,39,40],keep_top_k:8,kei:[2,12,14,16,18,20,22,27,40,49,50,53,54,71,73],kept:8,kernel:[8,16,53,69],key1:56,key2:56,key_pair_nam:59,keyid:59,keymetadata:59,keypair:59,keyserv:59,keystat:59,keyusag:59,keyword:2,kill:[18,59],kind:[1,2,15,16,18,24,30,42,59,60,65,69,71],kingsburi:72,kms:59,know:[2,15,22,42,50,51,53,59,71],knowledg:73,known:[29,35,65,73,74],kriz:[12,66],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:59,kubectl:60,kuberent:[18,59],kubernet:[15,18,52,54,61,62],kubernetes_service_host:15,kwarg:[2,9,10,12,40,69,72],l1_rate:6,l2_rate:6,l2regular:[66,69,73],l93:21,label:[2,4,7,8,10,12,14,30,34,37,42,60,65,66,67,68,69,73],label_dict:72,label_dim:[8,69],label_fil:[37,72],label_lay:37,label_list:72,label_path:37,label_slot:72,labeledbow:73,labl:73,lag:56,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,30,39,58,64,72,73,74],larg:[11,12,34,50,72,73,74],larger:[2,6,7,8,54],last:[7,8,9,35,41,42,48,54,56,69,73,74],last_time_step_output:8,lastseen:60,late:73,latenc:[8,54,59],later:[17,43,59,69],latest:[8,17,18,25,44,50,60,73],latter:74,launch:[56,59,73],launcher:15,lawyer:70,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,21,30,31,34,37,40,41,42,48,52,55,56,64,65,66,67,69,71,72,73],layer_0:51,layer_attr:[8,48,58],layer_num:[58,67],layer_s:8,layer_typ:8,layerbas:51,layerconfig:51,layergradutil:51,layermap:51,layeroutout:8,layeroutput:9,lbl:[7,66],ld_library_path:[43,54],lead:53,learn:[6,7,8,9,10,12,15,23,25,30,34,37,42,44,46,48,49,51,53,66,67,69,72,73,74],learnabl:14,learning_method:[42,64,66,69,73,74],learning_r:[6,23,42,64,66,69,73,74],leas:18,least:[7,8,18,43,70],leav:[2,59],lecun:12,left:[8,42,67],legal:40,leman:74,len:[2,8,23,27,51,69,71,72],length:[8,9,12,23,35,48,56,60,73,74],leq:8,less:[8,15,54,74],less_than:15,let02:60,let:[4,7,8,15,25,29,30,35,42,59,71],level:[6,8,29,35,54,56,65,71,73,74],lgtest:17,lgtest_main:17,lib64:[43,54,56],lib:33,libapi:17,libari:33,libcudnn:43,libjpeg:66,libpaddl:[32,33],libpaddle_capi:33,libpaddle_gserv:33,libpaddle_math:33,libpython:43,librari:[8,17,24,33,43,44,54,56,71],licens:72,life:18,lifetim:39,lightweight:29,like:[2,7,8,12,17,18,21,26,29,30,37,39,42,43,48,49,53,54,55,58,59,64,67,69,71,73,74],limit:[8,12,53,56],line:[1,2,4,7,12,17,21,26,28,30,42,49,50,52,53,54,58,59,64,66,67,71,72,73,74],linear:8,linearactiv:42,linguist:72,link:[8,9,17,27,28,39,43,59,69,73],linux:[27,43,44,49,59,74],linux_x86_64:38,lipeng:64,lipton:73,list:[1,2,7,8,9,12,14,15,17,22,26,28,31,36,39,42,44,48,49,51,54,56,58,59,66,67,69,71,72,73,74],listen:[18,56],literatur:73,littl:[1,2,23,56,69,73],lium:74,live:44,liwicki:73,load:[1,2,4,8,15,18,42,56,59,67,72,73,74],load_featur:67,load_feature_c:67,load_feature_pi:67,load_missing_parameter_strategi:[55,56,58,64,72],load_uniform_data:65,loadparamet:4,loadsave_parameters_in_pserv:[21,55,56],loc:7,local:[6,14,16,18,24,25,30,35,43,44,49,54,55,56,60,66,73],local_scop:16,localhost:44,localpath:28,locat:[8,14,17,48,51,69,72],lock:[17,18,22,23,34],lod:35,lod_level:41,lod_tensor:[35,41],lodtensor:41,lodtesnordesc:41,log:[2,22,28,51,54,56,59,60,66,71,72,73,74],log_barrier_abstract:56,log_barrier_lowest_nod:[55,56],log_barrier_show_log:[55,56],log_clip:[55,56],log_error_clip:[55,56],log_period:[56,58,60,65,66,69,71,72,73,74],log_period_serv:[55,56],logarithm:5,logger:2,logic:[2,25,34,36,39,54],login:44,longer:[18,74],look:[2,7,26,30,42,54,55,59,60,65,69],lookahead:8,lookup:69,loop:[16,37,39],loss:[8,51,65,69,73,74],lot:55,low:8,low_rnn:35,lower:[8,35,54],lower_level_rnn:35,lowest:56,lpaddle_capi_shar:33,lpaddle_capi_whol:33,lstm:[8,48,60,69],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:69,lstm_step:9,lstmemori:[9,48],lstmemory_group:8,ltr:8,lucki:42,mac:[33,43,44,49],machin:[8,9,12,14,34,42,49,51,55,56,58,59,60,69,71,73,74],machine_transl:48,maco:49,macro:29,made:[2,18,23,42,48,70],mai:[2,8,9,16,34,37,39,44,53,59,70],main:[2,4,50,59,66,72,73],mainli:[24,56],maintain:[8,22,59],majel:17,major:[44,65,67,73,74],make:[2,7,8,15,17,18,22,23,25,30,35,36,37,43,44,49,50,51,53,54,59,66,69,71,73],make_function_oper:29,make_vari:40,male:70,malloc:51,man:27,manag:[14,18,23,24,28,39,41,50,54],manageri:70,mandarin:8,mani:[8,9,17,22,36,39,40,42,44,49,56,69,70,71,73],mannal:54,manner:8,manual:44,manufactur:74,manylinux1_x86_64:38,mao:73,map:[2,7,8,12,14,15,22,39,40,49,56,66,67,71],map_read:12,mapper:12,mapreduc:15,marcu:73,mark:[2,30,34,35,39,41,48,72],mark_slot:72,market:[42,70,73],martha:72,mask:[6,8],master:[15,25,38,50,56,73],mastermind:17,mat:[32,33],mat_cache_row:21,mat_norm:21,mat_normal_shar:21,mat_param_attr:9,mat_sparse_row:21,mat_sparse_row_auto_grow:21,mat_sparse_row_id:21,mat_sparse_row_prefetch:21,mat_sparse_row_prefetch_full_s:21,mat_value_shar:21,match:[8,17,53],math:[9,32,51,53],matirx:8,matmul:35,matplotlib:66,matric:[4,48,51],matrix:[7,8,9,12,14,21,32,33,51,55,58,67,72],matrixptr:51,matrixtyp:33,matter:2,mattyp:21,max:[2,6,8,12,16,53,56,58,66,69,71],max_diff:16,max_id:[8,14,69],max_job_id:12,max_length:[8,48],max_movie_id:12,max_relative_error:16,max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,69],maxid_evalu:7,maxid_lay:69,maxim:[8,74],maximum:[7,8,12,23,48,53,56,69,72,73],maxinum:11,maxpool:8,mayb:[8,66],md5:[12,19],mean:[2,6,7,8,9,10,11,12,14,17,35,37,39,42,48,49,53,54,56,58,59,64,65,66,67,69,71,72,73,74],mean_img_s:66,mean_meta:67,mean_meta_224:67,mean_valu:67,mean_var_nam:8,measur:[42,53],mechan:[8,9,24,48,59,73],media:73,meet:72,mem:[8,26],member:[12,15,30,36,39],memcpi:[36,53],memor:73,memori:[1,2,9,21,22,26,48,49,51,53,56,58,60,69,72,73,74],memory_boot:9,memory_nam:8,memory_test:49,memory_threshold_on_load_data:56,mention:[17,22,34,49],mere:9,merg:[8,23,25,35,36,50,56,64,74],mergedict:[64,74],messag:[30,41,42,50,56,60,71,73,74],meta:[54,66,67,69],meta_config:[54,71],meta_gener:[54,71],meta_path:66,metadata:[27,59,60],metaphor:30,metaplotlib:15,method:[2,8,10,14,16,25,30,34,39,41,44,51,53,56,58,69,73,74],might:[8,17,34,44,49,51,59],mileag:53,million:[12,58,70],min:[6,8,53,58,59,71],min_count:34,min_pool_s:2,min_word_freq:12,mind:54,mini:[2,8,12,14,18,35],mini_batch:37,minibatch:[8,30],minim:[2,10,34,42,56],minimum:8,minimun:56,minst:2,minut:[18,25,49,59,74],mirror:[17,44],mislead:23,miss:[56,64,72],mit:59,mix:[9,48,72],mixed_lay:[9,72],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[28,43,44,59],mkl:43,mkl_path:43,mkl_root:43,ml_data:[54,71],mnist:[2,4,20,30,37],mnist_provid:2,mnist_random_image_batch_read:37,mnist_train:[2,37],mnist_train_batch_read:37,mod:72,modal:72,mode:[8,14,50,56,65,66,67,71,73,74],model:[0,1,4,8,9,12,14,18,19,30,34,50,51,52,56,59,71,72,73],model_config:[4,65],model_list:[56,58,72,73],model_output:73,model_path:58,model_zoo:[64,67],modifi:[4,8,48,50,51,54,59],modul:[1,2,4,9,12,14,29,42,43,66,67,69,72],modulo:8,momentum:[6,39,42,69],momentumoptim:[42,66],mon:60,monitor:[69,73],mono:8,month:[17,69,74],mood:73,more:[1,2,4,7,8,9,12,15,16,17,18,22,25,26,28,29,30,34,35,37,42,44,48,49,50,51,53,54,58,60,66,69,72,73,74],morin:8,mose:[73,74],moses_bleu:74,mosesdecod:73,most:[2,4,8,12,15,17,25,30,37,41,42,48,51,53,55,71,72,73,74],mostli:[66,70],mount:[26,44,59,60],mountpath:[59,60],move:[8,18,22,28,53,59,71,73],movement:[53,73],movi:[2,12,73],movie_categori:12,movie_id:71,movie_info:12,movie_review:12,movieid:70,movieinfo:12,movielen:68,moving_average_fract:8,mpi:54,mse:30,much:[8,18,37,53],mul:[29,51],mulit:54,mulop:29,multi:[8,36,51,55,56,67,74],multi_binary_label_cross_entropi:8,multi_crop:67,multigradientmachin:36,multinomi:8,multipl:[7,8,9,12,14,15,16,22,23,25,29,34,41,44,48,51,56,58,59,65,69,71,73],multipli:[7,8,51,66],multiprocess:12,multithread:2,music:70,must:[2,5,7,8,9,12,23,31,37,40,43,44,48,50,51,54,56,58,59,74],my_cluster_nam:59,my_external_dns_nam:59,mypaddl:60,mysteri:70,name:[2,6,7,8,9,11,14,15,16,18,20,21,23,26,29,33,38,40,41,42,44,48,49,50,51,53,54,56,58,60,61,62,64,65,66,67,69,71,73,74],name_prefix:20,namespac:[32,44,51,60],nativ:8,natur:[22,25,34,58,72,73],nchw:8,ndarrai:[14,20],ndcg:8,ndcg_num:8,nearest:69,nearli:16,necessari:[2,8,23,25,36,40,43,51,54,69,73],necessarili:51,need:[2,7,8,9,12,15,16,17,21,22,23,25,26,28,29,34,36,39,40,42,43,44,48,50,51,54,55,56,58,59,60,65,66,67,69,71,72,73,74],neg:[2,7,8,69,72,73],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:72,neighbor:69,ner:7,nest:[2,8,12],net:[8,9,35,39],net_conf:73,net_diagram:67,network:[1,2,4,6,7,8,10,12,13,14,15,16,18,21,34,35,37,39,40,41,42,44,51,53,54,56,64,73,74],network_config:58,networkadministr:59,neural:[2,4,8,9,10,12,14,15,18,39,41,42,53,56,64,65,67,73,74],neuralnetwork:36,neuron:[4,51,69,73],never:[12,37,39,59,60],new_stat:35,newest:23,newtork:73,newvar:39,next:[8,12,18,24,48,50,51,53,56,59,60,72,73,74],nfs4:59,nfs:59,nfsver:59,nginx:44,ngram:12,nic:[54,55,56],nil:22,nine:[12,72],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:74,nnz:51,no_cach:2,no_grad_set:16,no_sequ:[2,8,71],noah:73,noavx:44,node:[8,17,25,34,41,49,51,54,56,59,60,73,74],node_0:59,node_1:59,node_2:59,nodefil:54,noir:70,nois:[8,18,65],noise_dim:65,non:[8,18,51,56,59],none:[1,2,4,6,7,8,9,10,11,14,15,16,35,40,41,42,48,67,69],nonlinear:51,nor:49,norm:[9,65],norm_by_tim:8,normal:[2,4,8,9,12,48,51,54,56,60,64,65,67],normzal:67,north:66,notat:8,note:[2,4,6,8,9,11,14,15,21,22,26,37,43,44,53,56,58,59,64,66,71,73],notebook:[26,44],noth:[5,14,39,49,50,56],notic:[48,51],notori:16,novel:73,now:[2,8,12,17,18,34,39,42,44,50,56,59,65,71,72],np_arrai:12,nproc:[43,49],ntst1213:74,ntst14:74,nullptr:[39,51],num:[8,9,54,56,69,72,73,74],num_channel:[8,9,66],num_chunk_typ:7,num_class:[8,9,66],num_filt:[8,9],num_flatten_dim:41,num_gradient_serv:[55,56],num_group:8,num_neg_sampl:8,num_parameter_serv:15,num_pass:[14,42,55,56,58,60,69,71,72,73,74],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:20,number:[2,7,8,9,12,18,20,34,37,40,42,49,50,51,54,56,59,64,66,67,69,72,73,74],numchunktyp:7,numdevices_:58,numeric_grad:16,numlogicaldevices_:58,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,20,37,42,43,65,67],numreal:21,numsampl:53,numtagtyp:7,numtimeout:22,nv_:17,nv_gpu:49,nv_librari:17,nv_test:17,nvcc:[17,44],nvidia:[43,44,49,53,56],obei:7,obj:[2,42,66,67,69,71],object:[2,4,6,8,9,10,12,14,15,21,32,39,41,53,65,66,67,69,72],observ:[8,10,42,51,53,74],obtain:[25,69,72,73],obvious:17,occup:[70,71],occur:[12,14,16],oct:60,odd:8,off:[33,44,49,50],offer:[4,40,72],offici:[8,17,44,59,66],offlin:[18,20],offset:[8,21,71],often:[21,54,69,74],ograd:51,old:[16,23,25,44,56],omit:69,on_init:2,on_travisexclud:43,onc:[2,8,18,22,30,34,44,51,59,69],one:[2,5,7,8,9,10,11,12,14,15,16,18,21,22,23,25,26,29,31,35,36,37,39,42,44,49,50,51,54,56,58,59,60,64,65,66,67,69,71,72,73,74],one_host_dens:71,one_hot_dens:71,ones:29,onli:[1,2,4,7,8,9,11,14,15,16,17,21,22,23,24,25,26,28,30,31,34,35,36,40,42,43,48,49,50,51,53,55,56,58,59,60,64,67,69,70,73,74],onlin:[8,10,18,20,37],only_cpu:16,onto:[34,59],op_class:40,op_maker_class:40,op_proto:40,opcreat:40,opdesc:[30,40,41],open:[2,8,15,20,37,42,44,59,67,69,72],openbla:43,openblas_path:43,openblas_root:43,oper:[8,9,10,12,16,30,31,35,39,41,44,48,51,53,56,59,64,66,71],operator_grad:16,operatorbas:[29,40],opinion:73,opmak:40,opprotomak:40,opregist:40,opregistri:40,ops:[16,17,30,41],ops_test:17,opt:[15,40,43],optim:[2,6,13,14,16,34,36,42,51,53,73],option:[2,7,8,15,17,40,41,42,49,50,51,54,58],optyp:40,order:[2,8,9,12,14,30,37,51,56,59,60,65,67,69,73,74],ordereddict:14,ordinari:73,oregon:59,org:[7,8,9,12,20,27,43,44,65],organ:[7,8,66,73,74],orient:40,origin:[1,2,8,12,16,39,65,72,74],other:[2,7,8,9,12,18,23,28,35,39,40,43,44,48,49,50,58,59,60,64,65,66,67,69,70,72,73,74],otherchunktyp:7,otherwis:[1,8,12,15,18,23,25,31,37,48,50,54,58,71,74],our:[15,17,34,39,41,44,48,49,50,51,59,60,64,66,69,72,73,74],out:[8,14,15,17,22,25,31,35,41,42,48,53,56,59,60,66,73],out_dir:59,out_left:8,out_mem:48,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:57,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:72,output:[4,5,6,7,9,11,12,14,15,16,20,25,28,29,30,31,34,35,37,39,40,41,42,48,49,51,53,56,58,60,64,65,66,67,69,71,72,73,74],output_:[8,51],output_all_step:35,output_dir:67,output_fil:72,output_id:8,output_lay:[14,67],output_max_index:11,output_mem:[8,48],output_nam:16,output_num:[31,35],output_path:20,output_s:41,outputbuff:21,outputh:8,outputw:8,outsid:[2,8,9,39],outter_kwarg:2,outv:51,over:[1,8,9,14,15,50,51,53,69,72,73],overcom:73,overhead:53,overlap:[7,8,51],overlap_threshold:[7,8],overrid:[18,28,51],overview:[22,23,24],overwrit:28,own:[23,25,40,44,54,59],owner:49,pack:44,packag:[2,12,22,26,29,38,44,50,59],pad:[9,69],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,20,26,28,29,30,31,32,33,35,36,40,41,42,43,44,45,48,49,50,51,52,53,54,56,58,59,65,66,69,71,72,73,74],paddle_begin_init_param:23,paddle_element_typ:23,paddle_element_type_float32:23,paddle_element_type_float64:23,paddle_element_type_int32:23,paddle_element_type_int64:23,paddle_element_type_uint32:23,paddle_element_type_uint64:23,paddle_error:[32,33],paddle_exampl:26,paddle_finish_init_param:23,paddle_get_param:23,paddle_gradi:23,paddle_init_param:23,paddle_job:26,paddle_matrix:[32,33],paddle_matrix_cr:33,paddle_matrix_get_shap:32,paddle_matrix_shap:32,paddle_n:54,paddle_new_etcd_pserver_cli:23,paddle_new_pserver_cli:23,paddle_on_cloud:26,paddle_output:60,paddle_paramet:23,paddle_port:54,paddle_ports_num:54,paddle_ports_num_for_spars:54,paddle_pserver2:54,paddle_pserver_cli:23,paddle_pserver_client_releas:23,paddle_root:64,paddle_save_model:23,paddle_send_grad:23,paddle_source_root:64,paddle_train:[33,38,54],paddledev:[59,60],paddlepaddl:[1,2,4,8,9,12,14,17,18,20,23,24,25,26,27,28,29,30,35,37,38,39,41,42,43,48,50,51,52,53,54,61,62,67,69,71,72,73],paddlepadl:2,paddpepaddl:2,page:[50,59,71],pai:44,pair:[7,8,30,72],pakcag:17,palceholder_just_ignore_the_embed:64,palmer:72,paper:[8,64,65,67,72,73,74],para:21,paraconvert:64,paragraph:[35,73],paragraph_data:35,paragraph_out:35,parallel:[34,49,53,56,58,59,60,74],parallel_nn:[6,55,56],param:[6,8,9,12,16,23,36],param_attr:[8,9,21,42,48],param_config_proto:23,paramattr:[6,8,42,48],paramet:[1,2,4,7,9,10,11,12,13,16,17,19,21,25,28,30,35,37,39,40,42,51,52,58,65,66,69,71,72,73,74],parameter_attribut:8,parameter_block_s:[55,56],parameter_block_size_for_spars:[55,56],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:21,parameterattribut:[6,8,9,21],parameterclient_:21,parametermap:51,parametermutex_:21,parameters_:51,parameterserver2:21,parameterset:15,parameterupdat:36,parameterupdater_:21,parametris:10,paramt:[59,64],paramutil:71,paraphras:74,paraphrase_data:64,paraphrase_model:64,paraspars:51,parent:51,parent_:39,pars:[4,12,17,49,58,59,65,71,72],parse_config:[4,65],parser:71,part:[2,7,8,25,42,48,50,51,53,65,69,71,72,73,74],parti:[49,53,71],partial:[8,14,65],partial_sum:8,participl:64,particular:[30,53],partit:[18,20,34,59],pass:[2,8,14,18,36,37,39,41,42,50,51,53,54,56,59,60,65,66,69,71,72,73,74],pass_id:14,pass_idx:37,pass_test:65,passtyp:51,password:54,past:[15,44,59],patch:27,path:[1,2,7,12,14,18,22,23,26,37,42,43,54,56,58,59,60,64,66,67,69,72,73,74],pattern:[12,18,32,42,59,73],paul:72,paus:[18,25],pave:74,pdf:[8,9],pem:[15,20,59],pend:[18,22],penn:72,peopl:49,per:[7,8,12,18,23,37,56,66,69],perfom:[56,58],perform:[1,8,23,36,42,48,49,51,52,54,55,65,66,69,73,74],period:[1,18,25,56,69,71,72,73,74],perl:[73,74],permiss:59,peroid:8,persist:59,persistentvolum:59,persistentvolumeclaim:59,person:[7,15],perspect:53,perturb:[16,51],pfs:[20,28],pfsclient:20,pfspath:28,pgp:59,phase:42,photo:66,pick:[2,59],pickl:71,pictur:69,piec:[8,9,42],pillow:[26,66],pip:[38,43,50,54,66,71],pipe:70,pipelin:72,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,18,25,34,51,53,54,67,74],placehold:[42,64],placement:34,plai:[72,73],plain:[1,7,8,26,33],plan:[18,51],platform:[42,59],pleas:[2,4,6,8,9,10,15,18,22,23,24,35,37,43,44,45,48,49,50,51,59,64,66,69,71,72],plot:[15,66],plotcurv:66,plu:[8,16],png:[66,67],pnpairvalidationlay:56,pnpairvalidationpredict_fil:55,pod:[20,26,59,60],pod_nam:59,point:[18,26,42,49,53],pointer:[23,39],polar:[12,73],polici:59,polit:73,poll:73,pollut:25,poo:66,pool3:51,pool:[2,9,13,66,69,71],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:9,pool_siz:[2,8,9],pool_size_i:8,pool_strid:9,pool_typ:[8,9],pooling_lay:[9,69],pooling_typ:[8,69],poolingtyp:11,popul:23,popular:[17,42,67],port:[17,44,54,55,56,59,60],port_num:55,ports_num:56,ports_num_for_spars:[21,55,56,58],pos:[71,73],pose:18,posit:[2,7,8,9,69,72,73,74],positive_label:7,possibl:[15,22,34,53,65],post1:43,post:[26,27],potenti:53,power:[69,74],practic:[8,42,48,51],pre:[2,8,9,12,15,23,44,59,60,64,66,72,73,74],pre_dictandmodel:64,pre_stat:35,precis:[7,43],precision_evalu:7,pred:[69,72],predefin:73,predetermin:[8,56,74],predic:[12,72],predicate_dict:72,predicate_dict_fil:72,predicate_slot:72,predict:[2,3,7,8,10,14,42,48,54,56,64,69,74],predict_fil:56,predict_lay:14,predict_output_dir:[55,56,69],predict_sampl:4,predicted_label_id:69,prediction1:14,prediction2:14,predictor:71,predin:66,prefer:73,prefetch:[21,51],prefix:[7,18,20,59],pregrad:51,preinstal:43,premodel:64,prepar:[4,16,26,36,48,61,69],preprcess:73,preprocess:[12,54,60,73],prerequisit:43,present:[15,50,67,72,74],preserv:28,pretti:42,prev_batch_st:[55,56],prevent:[1,10,15,18,22,25],previou:[8,9,14,18,28,34,35,51,56,59,72,74],previous:[8,60,67],price:[12,42],primari:30,primarili:73,principl:[15,17],print:[6,14,15,41,42,56,64,69,71,72,73,74],printallstatu:53,printer:7,printstatu:53,priorbox:8,prite:7,privat:[33,39,40,50],privileg:[49,59],prob:[7,14,65],probabilist:[8,64],probability_of_label_0:69,probability_of_label_1:69,probabl:[7,8,14,48,67,69,72],problem:[4,8,10,15,16,17,25,30,49,50,69,72,73],proc:44,proc_from_raw_data:69,proce:[12,18,37,59],procedur:[64,72,74],proceed:[8,72],process:[1,2,4,6,8,9,12,15,20,21,22,25,40,42,44,48,54,56,58,59,60,64,66,67,69,71,72,73,74],process_num:12,process_pr:69,processdata:[66,67],processor:53,prod:[41,44,50],prodict:8,produc:[8,9,12,18,31,37,41,44,67,69],product:[26,44,50,51,59,69,73],productgraph:60,profil:[28,43],proflier:53,program:[1,12,15,20,23,25,30,37,39,44,50,53,54,56],programm:70,progress:[18,22,56],proivid:2,proj:8,project:[8,9,26,33,43,48,51,71],promis:[8,9],prompt:28,prone:15,prop:72,propag:[10,56,58],properli:[49,69],properti:[2,56],propos:[34,74],proposit:72,protect:[40,51],proto:[11,40,41],proto_:40,protobuf:[14,26,30,40,43],protocol:[7,56],prove:69,proven:74,provid:[8,12,15,23,26,40,42,44,53,54,59,64,65,66,67,70,73],providermemory_threshold_on_load_data:55,provis:59,provod:2,prune:8,ps_desir:18,pserver:[14,21,23,24,26,54,55,56,59],pserver_addr:23,pserver_cpu:26,pserver_id:19,pserver_mem:26,pserver_num_thread:[21,55,56],pserver_spec:14,pserverstart_pserv:55,pseudo:[15,26],psize:51,ptr:33,pull:[17,30,38,44,64,74],punctuat:73,purchas:69,purpos:[8,18,34,53],push_back:51,put:[17,18,21,34,41,44,51,54,60,69],pvc:59,pwd:[44,49,50],py_paddl:[4,65],pydataprovid:[1,2,69],pydataprovider2:[3,4,42,69,71,73],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,24,29,30,32,36,38,42,43,48,49,50,54,64,65,66,72,73,74],pythonpath:66,pzo:73,qualifi:43,qualiti:69,queri:[8,59,74],question:[8,15,34,40,59,72],queue:34,quick:[56,60,68,74],quick_start:[26,59,60,61,69],quick_start_data:60,quickli:42,quickstart:60,quit:53,quot:70,r_t:8,rac:8,rais:12,ramnath:73,ran:[34,53],rand:[53,56,58,65,72],random:[2,6,8,12,20,36,37,42,56,65,66,72],random_imag:20,random_uniform:41,randomli:[25,73],randomnumberse:55,rang:[2,8,12,20,37,40,56,58,66,70,72],rank:[8,15,59,67,69],rare:2,rate:[6,7,9,10,12,23,51,54,66,69,71,73,74],rather:[4,26,59,73],ratio:[8,56],raw:[8,42,69,73],raw_meta:71,rdma:[43,56],rdma_tcp:[55,56],reach:[18,53,72],read:[1,2,12,14,15,18,20,34,37,42,48,49,50,54,59,67,69,71],read_from_realistic_imag:15,read_from_rng:15,read_lock:19,read_mnist_imag:15,read_ranking_model_data:15,reader:[0,14,20,30,74],reader_cr:20,reader_creator_bool:37,reader_creator_random_imag:[12,37],reader_creator_random_image_and_label:[12,37],readi:[18,42,59,60,66],readlockguard:21,readm:[33,50,70,71,73],readonesamplefromfil:2,readwritebuffer_:21,readwritemani:59,real:[2,8,21,37,42,65],realist:15,realiz:35,reaon:41,reason:[9,15,16,18,44,60],recal:7,receiv:[18,26,34],recent:74,reciev:56,recogn:66,recognit:[2,8,67,73],recommand:2,recommend:[1,9,15,44,48,51,54,56,71],recommonmark:43,recompil:53,record:[12,22,40,41,50,59,72],recordio:[12,15,20,22],recov:[18,42,65],recoveri:22,rectangular:8,rectifi:8,recurr:[39,72,73],recurrent_group:[9,48],recurrent_lay:9,recurrentgradientmachin:33,recurrentgroup:7,recurrentlay:56,recurs:[17,28],recv:[34,59],recvparametertyp:21,reduc:[10,34,54,56,58],refactor:[30,34,36],refer:[1,4,6,8,9,10,16,18,22,23,24,35,39,48,49,50,51,54,60,64,66,69,71,74],referenc:[8,22],reflect:22,reg:40,regard:72,regardless:74,regex:71,region:[8,39,53,72],regist:[51,53],register_gpu_profil:53,register_lay:51,register_op:[29,40],register_tim:21,register_timer_info:53,registerop:40,registri:[26,44,60],regress:[8,68],regular:[6,51,59,66,69,73],rel:[1,9,16,25,54],relat:[2,18,25,26,39,41,44,60,73],relationship:[42,65],releas:[38,43,44,59,70,72],relev:[72,74],reli:[16,43],reliabl:18,relu:[8,51],remain:69,rememb:8,remot:[6,17,21,50,51,54,56,58,59],remoteparameterupdat:[21,24,56],remov:[12,28,50,54,56,73],renam:[28,74],reorgan:8,repeat:[30,40,41],repeatedli:30,replac:[17,22,44,73],replicaset:26,repo:17,report:[22,53,54],reportdataset:22,repositori:[8,50],repres:[2,4,8,9,22,34,41,48,51,59,66,69,70],represent:[8,23,30,69,73],reproduc:[49,74],request:[17,18,21,25,38,59,60,64,74],requir:[1,7,8,15,18,23,25,26,28,34,35,40,41,49,51,54,59,60,65,66,69,71],res5_3_branch2c_bn:67,res5_3_branch2c_conv:67,res:72,research:[12,66,70,73],resembl:73,reserv:[2,28],reserveoutput:51,reset:[8,18],reshap:[16,37],reshape_s:8,resid:49,residu:67,resiz:21,resnet:68,resnet_101:67,resnet_152:67,resnet_50:67,resolv:[17,50,60],resourc:[44,59],respect:[2,35,42,48,51,56,66,67,72,74],respons:[8,21,36,59,60],rest:[2,8,26,27,42],restart:[18,23,59,60],restartpolici:[59,60],restor:16,restrict:[39,56],resu:37,result:[4,5,7,8,14,16,22,30,53,56,59,66,67,69,71,72,73],result_fil:7,resum:25,retir:70,retran:59,retriev:[39,49,51,60],return_seq:9,reuqest:38,reus:[25,37,51],rev:49,reveal:15,revers:[8,9,48,72,73],review:[12,50,60,69,73],reviews_electronics_5:60,revis:69,rewrit:[17,74],rgb:8,rgen:73,rho:10,rich:42,right:[2,8,16,17,26,67],rkt:[26,49],rmsprop:69,rnn:[8,9,39,52,55,69,73],rnn_bias_attr:48,rnn_layer_attr:48,rnn_out:48,rnn_step:8,rnn_use_batch:[55,56],rnnlm:12,robot:66,robust:8,role:[12,15,22,23,59,68,73],roman:73,romanc:70,root:[10,11,54,59,60],root_dir:54,rot:8,roughli:[2,65],routledg:73,row:[4,7,8,12,21,51,67],row_id:8,rpc:22,rpcserver:22,rsize:59,rtype:[8,12],rule:[7,30,51,59],run:[15,16,17,18,26,29,30,34,35,39,41,44,50,51,52,53,56,59,61,62,64,66,67,69,71,73,74],runinitfunct:53,runnabl:34,running_on_cloud:26,runtim:[1,2,35,41,43,44,54],s_param:65,s_recurrent_group:48,sacrif:1,safe:26,sai:[8,30,42,49,56,58],sake:51,sale:70,same:[2,4,7,8,9,14,15,16,22,23,25,29,35,39,48,54,58,59,64,69,71,72,73,74],samping_id:8,sampl:[2,4,7,12,40,54,56,58,64,65,67,69,71,72,73,74],sample_dim:65,sample_id:7,sample_num:7,santiago:73,satifi:7,satisfi:[17,54,59,69],save:[2,8,12,14,18,20,22,23,26,30,41,42,49,56,58,59,60,66,67,69,71,72,73,74],save_dir:[42,56,58,60,65,66,69,71,72,73,74],save_only_on:[55,56],saving_period:[55,56],saving_period_by_batch:[55,56,58,69],saw:2,scalar:[2,8],scale:[5,34,40,67,70],scalingproject:8,scan:22,scatter:8,scenario:[42,55],scene:55,schdule:59,schedul:[22,26,34,59,65],scheduler_factor:6,schema:64,scheme:[7,21,72],schmidhub:73,schwenk:74,sci:70,scienc:73,scientist:70,scope:16,score:[7,8,71,73,74],screen:71,scrip:69,script:[4,12,49,54,59,66,67,69,72,73,74],seaplane_s_000978:66,search:[8,18,39,43,48,56,72,74],seat:74,second:[2,8,15,28,35,37,39,40,42,44,54,64,67,69,70,73],secret:59,section:[2,34,48,51,54,59,69],sed:73,see:[2,4,8,9,15,18,42,44,50,53,59,64,65,67,69,71,73,74],seed:[53,56],seem:17,segment:[7,35],segmentor:64,sel_fc:8,selcet:8,select:[8,50,59,70,74],selected_indic:8,selectiv:8,selector:60,self:[16,41,42,51,70,73],selfnorm:8,semant:[12,15,38,68,73],semat:15,sen_len:72,send:[18,23,34,40,41,56,59],send_back_parameter_typ:21,sendbackparameterspars:21,sendbackparametertyp:21,sendparameterrequest:21,sendparameterrespons:21,sensit:8,sent:[15,23,40,60],sentenc:[2,8,12,35,48,69,72,73,74],sentiment:[2,42,68,69,72],sentiment_data:73,sentiment_net:73,sentimental_provid:2,separ:[2,7,23,29,56,64,69,70,71,72,74],seq:[8,12,71],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[64,74],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,64,74],seqtoseq_net:[8,64,74],sequel:2,sequenc:[2,5,7,8,9,11,12,30,51,64,69,71,72,73,74],sequence_conv_pool:69,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,48,69,72],seri:[9,73],serial:[2,14,22,36,41],serv:[44,53,59,65],server:[15,17,21,24,25,44,51,54,55],serverless:18,servic:[44,70],session:[44,53],set:[1,2,4,6,7,8,9,12,14,15,16,18,26,31,35,39,42,43,44,48,49,51,52,53,54,55,56,58,59,60,64,66,67,69,70,71,72,73,74],set_active_typ:51,set_default_parameter_nam:6,set_drop_r:51,set_float_el:16,set_input:8,set_output:31,set_siz:51,set_typ:51,setp:59,setq:49,settup:51,setup:[2,38,44,51,69],sever:[2,7,8,16,21,35,36,54,58,59,68,69,71,72,73,74],sgd:[10,14,15,18,26,34,36,54,65,73,74],sgdasync_count:55,shall:17,shallow:72,shape:[8,12,14,16,35,67],shard:[18,19,20,21,22,23,25,34,59],share:[8,17,33,36,43,44,49,53,56,60,72],shared_bia:9,shared_bias:8,shared_librari:17,shared_ptr:[32,33,39],shell:[59,67],shift:[8,67],ship:66,shold:73,shop:73,shorten:8,shorter:67,should:[2,4,6,7,8,12,14,15,16,23,26,29,31,35,36,37,40,42,48,50,54,59,66,69,71,72,73,74],should_be_fals:15,should_be_tru:15,should_shuffl:[2,72],show:[4,7,10,18,28,35,42,49,56,59,60,64,67,69,71,72,73,74],show_check_sparse_distribution_log:[55,56],show_layer_stat:[55,56],show_parameter_stats_period:[55,56,58,60,69,72,73,74],shown:[2,8,15,48,51,53,59,65,66,67,69,71,73,74],shrink:51,shuf:71,shuffl:[2,12,71,73],sid:59,side:[8,14,36,67],sig:59,sigint:54,sigmod:40,sigmod_op:40,sigmod_output:40,sigmoid:[8,40,51],sigmoidactiv:9,sign:[27,59],signal:54,signatur:59,signific:53,similar:[8,34,37,59,69,71],similarli:[8,12,72],simpl:[1,2,5,7,8,9,12,14,30,34,39,40,43,44,50,53,56,69,71,72,73],simple_attent:48,simple_gru:[48,69],simple_lstm:[8,69],simple_rnn:[8,48],simpler:36,simplest:59,simpli:[1,8,15,23,35,43,44,48,53,64,67,71,73,74],simplifi:[15,40,51,60],simultan:59,sinc:[8,18,22,24,25,37,41,42,44,53,59,65,69,70,74],sincer:[50,73],singl:[2,7,9,12,18,34,39,44,51,54,60,67,69,72,74],sinlg:14,site:[17,59],six:[64,72,74],size:[2,7,8,9,10,12,14,18,20,21,23,37,40,42,48,51,54,56,65,66,67,69,70,72,73,74],size_a:8,size_b:8,size_t:[21,51],sizeof:64,skill:74,skip:[37,42,50,54,59,67],sliceproject:8,slide:[8,10,12,18],slightli:66,slope:8,slopeinterceptlay:8,slot:[71,72],slow:[2,53],slowli:49,small:[2,12,16,51,54,56,66,74],small_messag:[55,56],small_vgg:66,smaller:[8,16,18],smart:39,smartli:8,smith:73,smooth:8,snap:60,snapshot:[19,25,59],snippet:[29,48,51,53,59,69],social:73,sock:26,sock_recv_buf_s:[55,56],sock_send_buf_s:[55,56],socket:56,softmax:[8,9,15,31,34,48,51,64,69,72,73],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:69,softwar:[44,53],solv:[15,72],solver:74,some:[2,6,8,12,14,15,17,21,22,23,25,26,29,30,34,35,39,41,42,43,50,51,53,55,56,58,59,65,69,70,71,72,73,74],some_c_api_funct:33,some_inst:33,some_op:35,some_python_class:32,somecppclass:32,somedata:14,somegotyp:32,someth:[2,8,21,49],sometim:[8,10,37,49,53,73],somewhat:23,somewher:39,soon:18,sophist:[42,51,54],sort:[8,12,56,59,71,73,74],sourc:[8,12,16,17,28,33,37,42,44,48,50,52,59,60,64,69,71,74],source_dict_dim:48,source_language_word:48,space:[7,8,34,44,48,49,53],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,21,51,54,56,59,69],sparse_binary_vector:[2,12,69],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:21,sparse_upd:[6,21],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:51,sparseprefetchrowcpumatrix:51,spatial:[8,66],speak:[48,74],spec:[59,60],specfii:56,speci:66,special:[8,23,31,43,64,69,74],specif:[1,14,17,18,28,39,49,58,66,69,71],specifi:[1,2,7,8,15,21,22,23,26,28,39,40,42,43,48,49,51,56,59,65,66,67,69,70,71,73,74],speech:8,speed:[9,44],spefici:67,sphinx:[32,43,44],sphinx_rtd_them:43,split:[2,8,25,54,58,59,64,67,69,72],split_count:59,sql:1,sqrt:8,squar:[8,10,11,42],square_error_cost:42,squarerootnpool:8,squash:74,srand:56,src:[17,74],src_backward:48,src_embed:48,src_forward:48,src_root:4,src_word_id:48,srl:[12,72],ssd:8,ssh:[44,54,59,60],sshd:44,ssl:43,sstabl:15,stabil:16,stabl:[38,59],stack:[42,59,69,72],stacked_lstm_net:73,stacked_num:73,stackexchang:8,stage:[17,24,41,50,54],stake:74,stale:18,stamp:53,standard:[6,49,64,66,72,73,74],stanford:[12,16,60],star:[17,70],start:[8,9,14,17,18,21,22,23,25,26,36,42,44,48,49,53,54,56,63,64,68,71,74],start_pass:[55,56],start_po:8,start_pserv:56,startup:[18,26,59],stat:[43,53,56,72,73,74],state:[8,9,18,35,39,42,48,56,60,65,72,74],state_act:[8,9],statement:[30,51,59],staticinput:[8,48],statist:[8,56,69,72,73,74],statset:53,statu:[26,50,53,59,60],status:60,std:[14,17,21,32,33,39,40,51,56],stderr:54,stdout:54,step:[4,8,9,11,18,23,30,34,36,40,44,48,50,51,53,54,59,60,69,71,72,73,74],stepnet:[35,39],still:[22,25,67],stmt1482205552000:59,stmt1482205746000:59,stochast:[10,18,22,25],stock:73,stop:[8,44,49,54,56,60,71],storag:[27,43,59,60,66],store:[7,8,12,14,16,17,21,36,39,51,54,56,59,60,64,66,67,69,71,72,73,74],str:[14,26,58],strategi:[2,11,18,34,56,72],street:[8,72],strength:65,strict:37,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,22,28,39,40,41,51,56,59,73],strip:[69,72],struct:[22,23,27,33,40],structur:[22,54,59,64,66,69,71,72,73,74],sts:59,student:70,stuff:50,stun:2,style:[2,8,40,43,50],sub:[7,8,12,15,25,35,36,48,51,66,69,74],sub_nest_seq:8,sub_sequ:[2,8],subcommand:28,subgradi:10,subgraph:34,submit:[50,55,56,59],subnet0:59,subnet:[15,59],subobjectpath:60,subsequ:8,subsequenceinput:8,subset:[51,74],substanti:67,substitut:74,succe:73,succeed:[22,60],success:[8,23,59,60,67,72],successfulcr:60,successfuli:73,successfulli:[67,71,73],successor:[56,74],sucessfulli:74,sudo:[43,49,59,66],suffic:[37,42],suffici:56,suffix:[26,74],suggest:[8,17,53],suitabl:[50,56,66],sum:[8,10,16,19,48,51],sum_:8,summar:[69,73],sumpool:8,support:[6,7,8,11,12,16,18,25,26,29,34,36,37,43,44,48,49,50,51,53,56,59,72],suppos:[17,29,42,51,69],suppress:[8,28],sure:[49,50,51,59,66,73],surpass:8,survei:73,svs:40,swagger:27,swap_channel:67,swig:[4,24,32,33,43],swig_paddl:[4,65],symbol:[8,33],symlink:50,sync:[18,50,56,65],syncflag:51,synchron:[10,18,22,54,56,59],syntact:72,syntax:[37,71],synthect:42,synthes:65,synthet:42,sys:67,system:[17,18,23,25,27,29,34,43,44,54,60,69,72,73,74],t2b:64,tab:[44,69],tabl:[2,7,8,41,67,69,74],tableproject:8,tag:[7,12,44,48],tagtyp:7,take:[2,4,7,8,9,15,17,18,25,30,31,41,48,49,51,53,59,60,65,72,74],taken:[2,72],talk:23,tanh:[8,9,48,51],tanhactiv:9,taobao:73,tar:[14,43,59],tarbal:59,target:[8,12,14,17,41,48,50,64,69,74],target_dict_dim:48,target_dictionary_dim:8,target_language_embed:8,target_language_word:48,target_link_librari:17,targetinlink:8,task:[2,7,8,40,42,48,58,64,67,72,73,74],task_queu:22,taskentri:22,taskqueu:22,tbd:24,tconf:73,tcp:[56,59],teach:69,tear:53,technic:18,technician:70,techniqu:[48,51],technolog:49,tee:[60,66,72,73,74],tell:[18,22,23,40,44,53,71],tellig:73,templat:[29,40,60,72],tempor:[8,69,72],temporari:26,ten:49,tensor:[16,17,34,35,41],tensor_desc:41,tensor_s:16,tensor_test:17,tensor_to_check:16,tensorflow:34,term:[8,9,18,72,73],termin:60,terminolog:42,tese:1,tesh:72,test100:12,test10:12,test1:20,test:[1,2,8,12,14,15,16,17,33,37,38,43,44,52,53,54,55,64,66,67,69,70,74],test_all_data_in_one_period:[60,66,71,72,73],test_data:74,test_fcgrad:51,test_gpuprofil:53,test_layergrad:51,test_list:[2,42,66,69],test_part_000:73,test_pass:[55,56,58,74],test_period:[55,56,58],test_ratio:71,test_wait:[55,56],testa:15,testb:15,testbilinearfwdbwd:53,testconfig:51,tester:[71,74],testfcgrad:51,testfclay:51,testlayergrad:51,testmodel_list:55,testq:15,testresult:14,testsave_dir:55,testutil:51,text1:28,text:[1,2,7,9,12,15,35,44,59,64,68,69,71,73],text_conv:69,text_conv_pool:71,text_fil:[12,73],tflop:53,tgz:[12,43],than:[2,4,6,7,8,9,18,26,29,43,44,48,49,51,54,59,67,72,73,74],thank:[64,74],thei:[2,8,15,17,18,23,25,28,34,40,42,44,48,49,51,53,54,55,59,67,73],them:[1,2,7,8,9,15,16,17,18,21,26,29,34,37,39,40,41,42,44,49,53,55,56,59,66,67,69,71,73,74],themselv:17,theori:53,therefor:43,therein:8,therun:67,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,21,22,23,24,25,26,29,30,34,35,36,37,40,41,42,43,44,48,49,50,51,53,54,56,58,59,60,64,65,66,67,69,70,71,72,73,74],thing:[2,42,50,53,71,72],think:[15,17],third:[8,18,53,67,73],third_parti:8,thirt:49,those:[17,18,29,30,67,72],thought:[17,53],thread:[51,53,56,58,71,72,73,74],thread_local_rand_use_global_se:[55,56],threadid:58,threadloc:53,three:[2,7,8,16,18,30,36,37,42,56,65,67,73,74],threshold:[6,7,8,18,22,56,73],thriller:70,through:[4,8,17,18,22,24,31,48,51,53,54,64,65,66,73,74],throughout:69,throughput:53,thu:[2,8,25,42,51,59,74],tier:60,tight:43,time:[2,8,9,11,12,15,16,17,18,22,25,29,34,35,37,40,41,42,48,49,53,56,58,60,69,70,72,73,74],timelin:[8,53],timeo:59,timeout:[18,22],timeout_sec:12,timer:43,timestamp:[8,19,70],timestep:[2,8,39],titil:71,titl:[12,70,71],tls:27,tmall:73,to_no_sequ:8,to_proto:41,to_sequ:8,todo:[7,8,10,12,18,22,25,40],toend:8,togeth:[2,8,9,12,14,48],token:[7,8,15,48,64,73,74],toler:[14,16],too:[12,16,44],tool:[44,48,49,50,59,73],toolchain:43,toolkit:43,top:[7,14,35,67,72],top_k:7,top_level_rnn:35,toplevel:49,topolog:[15,18,36],topolopi:14,toronto:[12,66],total:[14,18,34,37,53,54,60,64,74],total_pass:37,touch:73,tourism:73,tourist:74,toward:42,tra:74,trace:41,track:[18,22,50],tractabl:8,tradesman:70,tradit:8,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,20,22,23,25,30,36,41,48,51,52,53,55,61,62,67],train_conf:[64,74],train_config_dir:59,train_data:74,train_id:59,train_list:[2,42,66,67,69],train_part_000:73,trainabl:8,traindot_period:55,trainer:[2,4,15,19,20,21,22,24,34,36,42,51,54,56,58,65,69,72,73,74],trainer_config:[1,2,42,54,59,60,69,71,73],trainer_config_help:[2,42,51,66,69],trainer_count:[55,56,58,59,60,71,72,73,74],trainer_cpu:26,trainer_cr:26,trainer_gpu:26,trainer_id:[56,59],trainer_intern:21,trainer_mem:26,trainer_packag:26,trainerid:25,trainerintern:[69,71,74],training_machin:65,trainingtest_period:55,trainonebatch:21,trainonedatabatch:65,tran:[51,56],trane:2,transact:[18,22,73],transfer:[1,2],transform:[8,48,51,65,66,69,72],transform_param_attr:9,translat:[8,9,42,64,71,73,74],transpar:54,transport:56,transpos:[8,51,65],transposedfullmatrixproject:8,travel:2,travers:30,travi:[43,50],treat:[8,23],treatment:23,tree:[8,56,74],trg:74,trg_embed:48,triain:1,tricki:32,trigger:[25,36],trim:8,trivial:2,trn:69,truck:66,true_block:31,true_imag:37,true_label:37,true_read:37,truth:[7,8,69,74],tst:69,tune:[6,8,52,69,71,74],tuninglog_barrier_abstract:55,tupl:[2,8,9,12,14,37],ture:8,turn:[8,37,65],tutori:[44,48,50,51,53,54,59,60,61,62,67,69],tweet:73,twelv:74,twice:34,twine:38,twitter:73,two:[1,2,7,8,9,15,23,24,25,26,28,30,37,39,40,41,42,44,48,53,54,58,59,64,65,66,67,69,71,72,73,74],txt:[2,17,26,28,51,54,59,69,71,73],type:[2,7,8,9,11,12,14,15,18,21,22,25,26,27,28,32,33,35,37,40,41,42,44,48,49,51,56,58,59,60,66,67,69,71,72],type_nam:40,typedef:[23,32,33],typeid:40,typenam:[29,40],typic:[4,7,44,53,73],ubuntu:38,ubyt:37,uci:12,ufldl:8,uid:60,uint32:27,uint64:32,uint64_t:32,unawar:23,unbalanc:56,unbound:48,unclear:25,unconstrain:73,under:[17,22,34,42,43,44,59,70,73],underli:42,understand:[44,53,64,66,73],understand_senti:48,understudi:74,undeterminist:53,unemploi:70,unexist:72,unidirect:8,uniform:[6,8,12,20,37,56,65],uniqu:[15,18,25,26,39,56,59],unique_ptr:[39,51],unit:[8,9,17,42,43,44,48,50,52,72],unittest:33,unittestcheckgrad_ep:55,univ:74,unix:54,unk:[41,64,74],unk_idx:[69,72],unknown:8,unlabel:73,unlik:[8,72,73,74],unordered_map:39,unrol:35,unseg:8,unsign:23,unsup:73,unsupbow:73,until:[18,23,34,39,54,59,72],untrack:50,unzip:71,updat:[6,8,10,18,22,23,27,35,36,39,43,50,51,54,56,58,73],update_equ:14,update_hook:6,updatecallback:51,updatestack:59,upload:[18,26,27,38],upon:[18,72],upper:8,upstream:50,uri:59,url:[12,73],urls_neg:73,urls_po:73,urls_unsup:73,usag:[1,2,7,8,9,14,36,42,53,64,65],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,24,34,35,36,39,40,41,42,43,44,45,48,49,50,51,53,54,56,58,59,60,64,65,66,67,69,70,71,72,73,74],use_etcd:14,use_global_stat:8,use_gpu:[55,56,58,60,65,66,67,69,71,72,73,74],use_jpeg:66,use_old_updat:[21,55,56],use_seq:[42,71],use_sparse_remote_updat:21,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,24,25,35,36,37,39,40,41,42,45,48,49,51,53,54,55,56,58,59,64,66,67,69,71,72,73,74],useful:[1,2,8,9,16,39,48,51,58,69,72,73],usegpu:[51,65],useless:54,user:[1,2,6,8,9,12,14,15,16,17,20,22,25,26,28,29,30,34,37,39,40,42,44,54,55,56,59,67,69,72],user_id:71,user_info:12,user_nam:20,usercert:20,userid:70,userinfo:12,userkei:20,usernam:[20,50],uses:[2,18,25,36,48,49,50,51,56,59,66,67,69,71,74],using:[1,2,4,6,8,9,12,14,15,17,18,22,23,25,26,28,29,35,37,39,40,42,44,48,49,50,51,53,56,58,59,60,64,65,66,67,69,72,73],usr:[43,54,56,59],usrdict:64,usrmodel:64,usual:[8,14,26,42,43,53,56,58,59,73],utf:64,util:[4,43,48,51,53,66,71,73],uuid:[19,25],v28:8,valid:[8,37,39,59,67,73],valu:[2,4,6,7,8,10,11,12,14,16,18,31,35,36,39,40,41,42,48,51,56,58,59,65,66,67,72,73],value1:56,value2:56,value_evalu:7,value_rang:12,vanilla:48,vanish:73,var1:41,var2:41,varabl:34,vardesc:30,vari:[53,59],variabl:[2,8,12,15,16,30,31,34,35,40,42,43,51,54,59,60,73],varianc:[8,67],variant:[8,44],varproto:40,vars_:39,vector:[2,8,9,12,15,21,23,31,35,48,51,64,69,71,73,74],vectorenable_parallel_vector:55,vendor:17,verb:[12,72],verbos:28,veri:[2,8,11,17,22,29,34,36,39,48,53,66,69,73],verifi:51,versa:43,version:[8,9,17,26,28,38,43,44,49,51,53,54,55,56,59,60,64,66,70,72,73,74],versu:15,vertic:[8,67],vgg:[9,66],vgg_16_cifar:66,via:[18,35,37,43,50,53,54,59,69],vice:43,view:8,virtual:[44,49],virtualenv:[49,71],visibl:[25,39,44],vision:66,visipedia:66,visit:14,visual:[8,44,53],viterbi:72,vlog:21,voc_dim:69,vocab:73,volum:[44,60],volumemount:[59,60],volumn:59,voluntarili:70,vutbr:12,wai:[2,7,8,9,15,23,25,42,44,48,49,51,54,58,71,72,74],wait:[10,18,23,50,56],walk:[4,65],wall:72,wangkuiyi:17,want:[2,8,15,26,37,39,42,43,44,49,50,51,56,58,64,67,69,71,72,73],war:70,warn:28,warp:[8,53],warpctc:8,watch:18,wbia:[59,67],web:44,websit:[66,69,72,73],wei:[72,73],weight:[7,8,9,10,48,51,56,58,66,67],weight_act:9,weightlist:51,weights_:51,weights_t:51,welcom:[17,71,73],well:[26,29,44,51,56,59,66,69],were:[7,17],west:59,western:70,wether:8,wget:43,what:[6,8,10,17,34,40,42,50,54,69,71],whatev:49,wheel:43,when:[1,2,6,7,8,12,14,16,17,18,21,22,23,26,28,34,36,41,48,49,50,51,53,56,58,59,60,64,65,66,72,73,74],whenev:71,where:[2,8,9,10,15,18,25,30,31,35,42,48,51,53,54,56,58,64,67,72,74],wherea:[22,29],whether:[7,8,14,37,51,56,65,66,71,73,74],which:[1,2,4,6,7,8,9,10,12,14,15,17,18,20,22,23,25,26,29,34,35,36,37,39,40,41,42,48,49,50,51,53,54,56,58,59,65,66,67,69,70,71,72,73,74],whichev:65,whl:43,who:[29,30,64,67,70],whoever:23,whole:[2,7,12,32,33,35,40,59,60,69,70,71,74],whose:[2,8,12,18,25,31,35,40,48,71,72],why:[9,16,33,49],wide:[17,72],width:[7,8,12,21,32,37,51,66,74],wiki:[8,17],wikipedia:[8,12],wilder:2,window:[8,11,12,44,49,73],wise:[8,34],with_avx:[44,50],with_avxcompil:43,with_bia:40,with_coveragecompil:43,with_doccompil:43,with_doubl:51,with_doublecompil:43,with_dsocompil:43,with_gpu:[44,49,50],with_gpucompil:43,with_profil:53,with_profilercompil:43,with_pythoncompil:43,with_rdmacompil:43,with_style_check:50,with_style_checkcompil:43,with_swig_pycompil:43,with_test:[44,50],with_testingcompil:43,with_tim:53,with_timercompil:43,within:[8,22,42],without:[7,8,18,23,34,37,54,73],wmt14:[48,74],wmt14_data:74,wmt14_model:74,wmt:74,wmt_shrinked_data:12,woboq:44,won:[53,67],wonder:2,word2vec:26,word:[2,7,8,12,30,34,35,40,48,58,68,71,72,73,74],word_dict:[69,72],word_dim:69,word_id:2,word_idx:12,word_slot:72,word_vector:69,word_vector_dim:[8,48,64],words_freq_sort:12,work:[2,4,12,15,17,18,37,43,48,49,50,51,53,54,56,59,60,69,71],worker:[34,41,59],workercount:59,workflow:[44,50,59],workspac:[44,56,71],worri:42,wors:65,would:[14,17,18,25,29,30,34,36,37,44,49,54,59,65,69,72],wouldn:30,wrap:[29,72],wrapper:[9,17,29,53],writ:71,write:[2,12,15,18,25,29,34,37,44,49,50,52,54,59,66,71,72,74],write_lock:19,writelin:42,writer:[15,70],written:[71,73],wrong:[2,37],wrote:34,wsize:59,wsj:72,www:[8,12,66,74],x64:43,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,51],xgbe0:56,xgbe1:56,xiaojun:73,xmap_read:12,xrang:[16,37,41,42,51],xxbow:73,xxx:[15,67,74],xxxx:19,xxxxxxxxx:59,xxxxxxxxxx:59,xxxxxxxxxxxxx:59,xxxxxxxxxxxxxxxxxxx:59,xzf:43,y_neg:16,y_po:16,y_predict:42,yaml:[17,59,71],yancey1989:26,yann:12,yapf:50,year:70,yeild:[14,66],yield:[2,12,15,20,37,42,69,71,72,73],yin:8,you:[1,2,4,6,8,9,14,16,26,39,42,43,44,48,49,50,51,53,54,56,58,59,64,65,66,67,69,71,72,73,74],your:[2,8,14,15,17,21,26,28,43,44,49,50,51,53,54,58,59,69,73],your_access_key_id:59,your_secrete_access_kei:59,your_source_root:33,yourself:8,yum:43,yuyang18:[8,10,12],zachari:73,zeng:73,zero:[2,6,8,9,10,12,16,18,36,51,56,59,69],zhidao:64,zhou:[72,73],zip:[12,70],zone:59,zxvf:59},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design Doc: Computations as a Graph","&lt;no title&gt;","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: Operation Graph Based Parameter Server","RNNOp design","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Python Data Reader Design Doc","Paddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","HOW TO","Tune GPU Performance","Run Distributed Training","Argument Outline","Detail Description","Set Command-line Parameters","Use Case","Distributed PaddlePaddle Training on AWS with Kubernetes","Paddle On Kubernetes","&lt;no title&gt;","&lt;no title&gt;","PaddlePaddle Documentation","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Image Classification Tutorial","Model Zoo - ImageNet","TUTORIALS","Quick Start","MovieLens Dataset","Regression MovieLens Ratting","Semantic Role labeling Tutorial","Sentiment Analysis Tutorial","Text generation Tutorial"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":20,"\u4e0d\u4f7f\u7528":32,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":32,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":32,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":32,"\u4ec5\u4ec5\u4f7f\u7528void":32,"\u4ece\u5feb\u7167\u6062\u590d":19,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":32,"\u4f7f\u7528\u8f6c\u6362\u5e93":20,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":33,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":33,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":27,"\u5206\u652f\u89c4\u8303":38,"\u52a0\u901f\u6267\u884c":19,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":32,"\u52a8\u6001\u6269\u5bb9":19,"\u539f\u56e0":32,"\u539f\u56e0\u5217\u8868":32,"\u53c2\u8003\u6587\u6863":27,"\u540d\u8bcd\u89e3\u91ca":27,"\u57fa\u672c\u8981\u6c42":32,"\u5b9e\u73b0":32,"\u5b9e\u73b0\u65b9\u5f0f":33,"\u5bfc\u51fac":32,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":19,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":32,"\u63a8\u6d4b\u6267\u884c":19,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":20,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":27,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":20,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":20,"\u6587\u4ef6\u9884\u5904\u7406":20,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":33,"\u672f\u8bed":19,"\u67b6\u6784\u56fe":27,"\u6846\u67b6\u751f\u6210":27,"\u6982\u5ff5\u89e3\u91ca":20,"\u6a21\u5757":27,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":19,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":33,"\u6d41\u7a0b\u4ecb\u7ecd":20,"\u751f\u6210sparse\u6587\u4ef6":27,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":27,"\u76ee\u5f55\u7ed3\u6784":33,"\u76ee\u6807":27,"\u793a\u4f8b\u7a0b\u5e8f":20,"\u7b26\u53f7":32,"\u7c7b":32,"\u7f16\u8bd1\u9009\u9879":33,"\u7f29\u5bb9":19,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":32,"\u80cc\u666f":32,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":27,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":20,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":20,"\u8f6c\u6362\u5e93":20,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":32,"\u8fdb\u884c\u8bad\u7ec3":20,"abstract":34,"book\u4e2d\u6240\u6709\u7ae0\u8282":38,"case":58,"class":[36,41,51],"filemanager\u8bbe\u8ba1\u6587\u6863":27,"function":[17,29,64],"new":51,"paddle\u52a8\u6001\u5e93\u4e2d":32,"paddle\u53d1\u884c\u89c4\u8303":38,"paddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":38,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":32,"return":37,AWS:59,Abs:5,DNS:59,EFS:59,For:[17,60],KMS:59,Not:49,The:[23,30,36],Use:[58,60],Using:[17,23,44,50],With:[26,44],access:59,account:59,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:59,address:59,addto:8,adversari:65,aggreg:8,aggregatelevel:8,alalysi:21,algorithm:[16,18,35,69],all:39,analysi:73,api:[0,3,33,40,44],appendix:69,applic:3,approach:53,architectur:[48,69],argument:[28,37,55,58,69],arrai:16,asset:59,associ:[39,59],async:56,attent:48,attribut:6,auc:7,auto:16,avg:11,aws:59,backgraound:16,background:[34,41,42],backward:30,base:[26,34],basepool:11,batch:37,batch_norm:8,batch_siz:37,beam_search:8,benefit:34,between:[15,40],bidirect:73,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,bleu:74,block:30,block_expand:8,book:44,branch:50,brelu:5,bucket:59,build:[43,45,49,50,60],built:53,cach:2,can:39,capi:33,capi_priv:33,cento:43,challeng:34,check:[8,16,51,54],checker:16,checkpoint:[18,19,25],chines:64,choos:[17,59],chunk:7,cifar:12,classif:[7,66],classification_error:7,classification_error_print:7,client:23,clip:8,clone:50,close:16,cloudform:59,cluster:[24,54,58,59],cmake:17,code:[26,49,50],column_sum:7,command:[57,58,69,74],commit:[50,60],common:56,commun:56,compos:37,comput:30,concat:8,concept:59,conclus:25,config:[3,58,71,72],configur:[13,48,52,54,59,69,71],conll05:12,connect:8,construct:30,contain:[44,60],content:[33,53,59],context_project:8,contribut:50,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[25,34],convolut:[66,69],core:[16,59],cos_sim:8,cost:8,cpu:[44,58],creat:[37,39,50,59,60],creation:22,creator:37,credenti:59,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,custom:37,dat:70,data:[8,12,18,37,42,59,60,64,65,66,69,71,72,73,74],datafeed:12,dataprovid:[2,3,56],dataset:[12,18,22,70,71,74],datatyp:12,date:50,decayedadagrad:10,decor:37,defin:[59,69,73,74],definit:41,delet:[50,59],delv:66,demo:59,dens:25,depend:43,deploi:26,deriv:51,descript:[28,56,65,70,72],design:[15,16,18,22,23,24,25,29,30,34,35,36,37,39],destroi:[39,59],detail:[21,56,66],detect:[7,8],detection_map:7,detection_output:8,develop:[44,49,50,52],devic:58,dictionari:[37,64],differ:58,directori:59,discuss:34,dispatch:[18,22],distribut:[15,18,21,26,54,56,59],doc:[15,18,22,23,24,25,29,30,34,36,37],docker:[26,44,49,60],document:[44,63],dotmul_oper:8,dotmul_project:8,down:59,download:[43,59,60,64,67,71,74],dropout:8,dylib:33,dynam:18,ec2:59,elast:59,elect:25,embed:[8,64,69],enough:16,entri:37,environ:26,eos:8,equat:51,evalu:[7,42,71],evalutaion:74,event:[14,15],exampl:[15,17,33,64,65],exercis:66,exp:5,expand:8,expandlevel:8,explain:16,extern:59,extract:[64,67,71,74],fault:18,featur:[67,70,71,72],field:71,file:[59,60,69,70,71],find:59,first_seq:8,fork:50,form:40,format:[18,69],forward:30,framework:16,from:[15,25,40,43,45,49],full_matrix_project:8,fulli:8,gan:65,gate:48,gated_unit:8,gener:[48,49,65,74],get:[46,60],get_output:8,github:50,gotcha:49,gpu:[44,53,56,58],gradient:[16,23,51],gradient_print:7,graident:16,graph:[30,34],group:[8,59],gru:[9,56],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:53,handler:[15,32],happen:25,have:41,high:40,hook:50,how:[16,21,37,52,53],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:59,ident:5,identity_project:8,imag:[8,9,26,44,60,66],imagenet:67,imdb:[12,73],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,17,21,35,37,51,65],infer:[14,69],info:67,ingredi:15,ingress:27,init_hook:2,initi:[23,58,59],input_typ:2,insid:39,inspect:59,instal:[43,45,59,69],instanc:59,integr:59,interact:40,interfac:[12,16,18,23,24,37,39,67],interpol:8,introduct:[1,64,67,73,74],isn:37,issu:50,job:[18,26,54,59,60],join:8,keep:50,kei:59,kill:54,kmax_sequence_scor:8,kube:59,kubectl:59,kubernet:[26,59,60],label:72,lambda_cost:8,larg:21,last_seq:8,launch:54,layer:[8,15,29,51,58],learnabl:8,leval:40,level:40,libpaddle_capi_shar:33,libpaddle_capi_whol:33,librari:23,line:[57,69],linear:[5,42],linear_comb:8,list:[19,37],local:[39,50,58,59],lodtensor:35,lodtensordesc:41,log:[5,69],logic:22,logist:69,low:40,lstm:[9,56,72,73],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,manag:17,map:37,master:[18,22,26],math:8,mathemat:16,matrix:56,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,35],messag:40,meta:71,mini:37,minibatch:12,misc:8,mix:[8,58],mnist:[12,65],model:[2,3,13,15,21,23,25,42,44,47,48,54,58,64,65,66,67,68,69,74],modifi:60,momentum:10,movi:[70,71],movielen:[12,70,71],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:37,multiplex:8,name:[39,59],nce:8,need:[37,49,53],nest:35,network:[9,48,58,65,66,67,69,71,72],neural:[48,66,69,71,72],neuralnetwork:42,nlp:[9,56],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:53,nvvp:53,object:[18,71],observ:[64,67],onli:[37,39,44],oper:[29,34],opproto:40,optim:[10,18,23,30,52,69],option:[28,43,64],order:28,origin:50,orthogon:39,outlin:55,output:[8,54,59],overview:[25,39,69],packag:17,pad:8,paddl:[21,37,38,39,60],paddlejob:26,paddlepaddl:[15,44,45,49,59,63,64,74],pair:59,parallel_nn:58,paramet:[6,8,14,15,18,23,24,26,34,36,56,57,59,64,67],paraphras:64,parent:39,part:30,partit:23,pass:58,path:[25,28],perform:[53,56],persist:22,pfsclient:[27,28],pfsserver:27,pnpair:7,point:59,pool:[8,11],power:8,pre:50,precision_recal:7,predict:[4,66,67,71,72,73],prefetch:37,prelu:8,prepar:[42,54,59,64,65,66,71,73,74],preprocess:[64,66,69,71,74],prerequisit:54,pretrain:[64,74],print:7,privat:59,problem:42,process:[18,23,26,49],profil:53,project:17,provid:[2,37,69,71,72],pserver:25,pull:50,push:50,pydataprovider2:2,python:[4,16,26,35,37,40,41,44,51,67,69,71],queue:[18,22],quick:69,randomnumb:56,rank:7,rank_cost:8,rat:71,rate:70,reader:[12,15,37],recoveri:18,recurr:[8,9,48,69],recurrent_group:8,ref:16,refer:[2,34,53,72,73],region:59,regist:40,regress:[42,69,71],regular:23,relu:5,remot:24,render:59,repeat:8,request:50,requir:[17,43,50],reshap:8,resnet:67,result:[54,60,74],retri:22,revis:64,rmsprop:10,rnn:[35,47,48,56],rnnop:35,role:72,rotat:8,route53:59,row_conv:8,row_l2_norm:8,run:[49,54,60,72],runtim:26,sampl:8,sampling_id:8,save:25,scale:[8,18],scale_shift:8,scaling_project:8,scope:[35,39],script:60,secur:59,select:23,selective_fc:8,semant:72,sentiment:[12,73],seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:48,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[18,22,23,26,34,56,59],servic:59,set:57,setup:[43,59],sgd:56,share:[15,39],should:[39,41],shuffl:37,sigmoid:5,simpl:[42,48],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:37,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,some:49,sourc:[43,45,49],span:43,spars:[23,24,25,58],specifi:[58,64],split:71,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:73,standard:69,stanh:5,start:[15,46,50,59,60,69],startup:60,step:35,store:18,structur:65,sub_nested_seq:8,subcommond:28,submit:26,suffici:37,suitabl:17,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:69,synopsi:28,system:59,tabl:33,table_project:8,take:37,tanh:5,task:[18,22],tear:59,templat:59,tensor:8,test:[49,50,51,56,58,71,72,73],text:74,text_conv_pool:9,theori:16,thi:39,timelin:25,timer:53,tip:53,todo:[19,20],togeth:39,toi:65,toler:18,tool:[17,53],train:[14,15,18,21,24,26,37,42,44,54,56,58,59,60,64,65,66,69,71,72,73,74],trainer:[14,18,23,25,26,59,71],tran:8,trans_full_matrix_project:8,transfer:69,tune:[53,56],tutori:[64,66,68,72,73,74],two:16,ubuntu:43,uci_h:12,unit:[49,51,56],updat:[15,24,25,59],usag:[35,37,44,52],use:[21,37],user:[18,64,70,71,73,74],util:7,value_print:7,vardesc:41,variabl:[39,41],vector:56,verifi:59,vgg_16_network:9,visual:67,volum:59,vpc:59,warp_ctc:8,what:[21,25,41,49,53],when:[25,39],why:[37,53],wmt14:12,word:[64,69],work:44,workflow:74,workspac:54,wrapper:51,write:[51,69],yaml:60,zoo:[67,68]}})