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/block","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/rnn","design/parameters_in_cpp","design/program","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactorization","design/register_grad_op","design/releasing_process","design/scope","design/simple_op_design","design/tensor_array","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/dev/new_op_en","howto/dev/use_eigen_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","survey/cluster_bootstrapping_tools","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/block.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/rnn.md","design/parameters_in_cpp.md","design/program.md","design/python_api.md","design/reader/README.md","design/refactor/distributed_architecture.md","design/refactor/parameter_server.md","design/refactorization.md","design/register_grad_op.md","design/releasing_process.md","design/scope.md","design/simple_op_design.md","design/tensor_array.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/dev/new_op_en.md","howto/dev/use_eigen_en.md","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","survey/cluster_bootstrapping_tools.md","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":79,"00186201e":4,"00m":62,"01852v1":8,"03m":62,"0424m":62,"0473v3":9,"055ee37d":68,"05d":76,"0630u":62,"06u":62,"0810u":62,"08823112e":4,"0957m":62,"0ab":8,"0rc1":44,"0rc2":44,"0th":84,"10007_10":83,"10014_7":83,"100gb":62,"100gi":68,"10g":27,"10m":62,"1150u":62,"11\u5b9e\u73b0\u4e86c":34,"11e6":69,"12194102e":4,"124n":62,"13m":69,"1490u":62,"15501715e":4,"1550u":62,"15mb":79,"1636k":84,"16mb":79,"16u":62,"173m":77,"173n":62,"1770u":62,"18ad":68,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":69,"197u":62,"1gb":62,"1st":[74,77,83,84],"202mb":84,"210u":62,"211839e770f7b538e2d8":9,"215n":62,"228u":62,"234m":77,"2520u":62,"252kb":79,"25639710e":4,"25k":79,"2680u":62,"27787406e":4,"279n":62,"27m":62,"285m":62,"2863m":62,"28m":62,"28x28":2,"2977m":62,"2cbf7385":68,"2nd":[8,83,84],"302n":62,"30u":62,"32777140e":4,"328n":62,"32u":62,"32x32":[12,76],"331n":62,"3320u":62,"36540484e":4,"365e":68,"36u":62,"3710m":62,"3768m":62,"387u":62,"38u":62,"3920u":62,"39u":62,"3rd":[81,83,84],"4035m":62,"4090u":62,"4096mb":65,"4279m":62,"43630644e":4,"43u":62,"448a5b355b84":69,"4560u":62,"4563m":62,"45u":62,"4650u":62,"4726m":62,"473m":69,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":65,"4yf":8,"50bd":68,"50gi":68,"51111044e":4,"514u":62,"525n":62,"526u":62,"53018653e":4,"536u":62,"5460u":62,"5470u":62,"54u":62,"55g":84,"5690m":62,"573u":62,"578n":62,"5798m":62,"586u":62,"58s":69,"5969m":62,"5delta":8,"6080u":62,"6082v4":8,"6140u":62,"6305m":62,"639u":62,"655u":62,"6780u":62,"6810u":62,"682u":62,"6970u":62,"6ce9":68,"6node":63,"6th":84,"704u":62,"70634608e":4,"7090u":62,"72296313e":4,"72u":62,"73u":62,"75u":62,"760u":62,"767u":62,"783n":62,"784u":62,"78m":62,"7eamaa":12,"7kb":69,"8250u":62,"8300u":62,"830n":62,"849m":62,"85625684e":4,"861u":62,"864k":84,"8661m":62,"892m":62,"901n":62,"90u":62,"918u":62,"9247m":62,"924n":62,"9261m":62,"93137714e":4,"9330m":62,"94u":62,"9530m":62,"96644767e":4,"983m":62,"988u":62,"997u":62,"99982715e":4,"99m":77,"99u":62,"9f18":69,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":28,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":20,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":28,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":28,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":44,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":44,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":34,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":33,"\u4e0d\u4f7f\u7528c":33,"\u4e0d\u4f7f\u7528swig":33,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":33,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":33,"\u4e0d\u5728":34,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":33,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":33,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":44,"\u4e0e\u53ef\u80fd\u6709\u7684":44,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":34,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":33,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":33,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":44,"\u4e2a\u6027\u5316\u63a8\u8350":44,"\u4e2d":[33,34],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":33,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":34,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":34,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":34,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":34,"\u4e5f\u4e0d\u751f\u6210":34,"\u4e66\u5199":33,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":33,"\u4ece":44,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":34,"\u4ed6\u662f\u5c06":34,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":33,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":33,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":28,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":33,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":33,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":34,"\u4f46\u4e0d\u66b4\u9732":34,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":44,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":44,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":34,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":33,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":33,"\u4f7f\u7528":[34,44],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":33,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":34,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":33,"\u4f7f\u7528c":34,"\u4f7f\u7528c99\u505a\u63a5\u53e3":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":33,"\u4f7f\u7528regress":44,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":33,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":33,"\u4f7f\u7528void":33,"\u4f8b\u5982":[21,33,34,44],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":33,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":33,"\u4f8b\u5982\u5bf9\u4e8epython":33,"\u4f8b\u5982c":33,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":33,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":33,"\u4f8b\u5982python\u7684":33,"\u4f9d\u6b21\u7c7b\u63a8":44,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":33,"\u4fee\u590d\u6240\u6709bug\u540e":44,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":44,"\u4fee\u590dubuntu":44,"\u4fee\u6539\u6210":44,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":44,"\u505a\u63a5\u53e3":33,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":34,"\u5176\u4e2d":[33,44],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":34,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":44,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":34,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":34,"\u5177\u4f53\u8bf7\u53c2\u8003":34,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":33,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":33,"\u518d\u57fa\u4e8e":44,"\u5199\u4ee3\u7801":33,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":34,"\u51fd\u6570\u547d\u540d":33,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":44,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":44,"\u5206\u652f\u4e2d":44,"\u5206\u652f\u4e3a\u5f00\u53d1":44,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":44,"\u5206\u652f\u4e3a\u7a33\u5b9a":44,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":44,"\u5206\u652f\u5408\u5165":44,"\u5206\u652f\u5408\u5165master\u5206\u652f":44,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":44,"\u5206\u652f\u540d\u4e3a":44,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":44,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":44,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":44,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":44,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":44,"\u52a8\u6001\u5e93":33,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":34,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":44,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":34,"\u5373\u4f7f\u7528":34,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5373\u4f7fc":34,"\u5373\u4f8b\u5982":34,"\u5373\u4fbfpaddl":34,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":34,"\u5373\u66b4\u9732":34,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":33,"\u53c2\u6570":33,"\u53c2\u8003":[28,33],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":44,"\u53d1\u5e03\u5230github":44,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":34,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":33,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":33,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":28,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":44,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":20,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":20,"\u540c\u65f6\u518d\u5c06":44,"\u540c\u65f6\u63d0\u8d77":44,"\u540d\u5b57\u4fee\u9970":33,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":44,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":33,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,33,34,44],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":33,"\u56fe\u50cf\u5206\u7c7b":44,"\u5728":[34,44],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":20,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":21,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":44,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":34,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":34,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":34,"\u5728\u7528\u6237\u4f7f\u7528c":34,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":44,"\u5728\u8fd9\u4e2a":44,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":44,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":34,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":34,"\u5728c":33,"\u5728c\u7684\u5934\u6587\u4ef6":33,"\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":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":34,"\u5747\u662f\u5728":34,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":33,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":33,"\u5982\u679c\u5931\u8d25":44,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":20,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":21,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":44,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":34,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":33,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":44,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":33,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":34,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":33,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":33,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":33,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":33,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":33,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":34,"\u5bf9\u4e8e\u6bcf\u79cdc":34,"\u5bf9\u6bd4":33,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":34,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":44,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":34,"\u5c06":44,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":33,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":44,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":44,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":33,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":34,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":33,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":33,"\u5e76\u5220\u9664":44,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":44,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":34,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":33,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":44,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":44,"\u5efa\u8bae":44,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":34,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":44,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":44,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":44,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":44,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":34,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"\u5f97\u4f7f\u7528":33,"\u5fc5\u8981":34,"\u60c5\u611f\u5206\u6790":44,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":34,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[33,34],"\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":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":28,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":34,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":34,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":34,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":34,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[33,34],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":34,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u6570\u636e":28,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":33,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":33,"\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":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":33,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":28,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":44,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":44,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":33,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":28,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":33,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":34,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":33,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":34,"\u662f\u56e0\u4e3ac99\u652f\u6301":33,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":34,"\u662f\u7528\u6237\u4f7f\u7528c":34,"\u662fc":34,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":34,"\u6700\u540e\u5220\u9664":44,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":33,"\u6709\u6807\u51c6\u7684":33,"\u6709\u7684\u65f6\u5019":33,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":44,"\u672c\u6587\u6863\u63cf\u8ff0paddl":34,"\u673a\u5668\u7ffb\u8bd1":44,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":33,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":33,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":34,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":44,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":33,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":44,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":21,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":21,"\u6bcf\u4e2adata":21,"\u6bcf\u4e2aparamet":20,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":20,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":21,"\u6bcf\u969410\u5206\u949f":20,"\u6bd4\u5982":21,"\u6bd4\u5982\u5c06":44,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":20,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":21,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":21,"\u6ce8":20,"\u6d4b\u8bd5docker\u955c\u50cf":44,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":28,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":28,"\u7248\u672c\u5206\u652f":44,"\u7248\u672c\u53f7":44,"\u7248\u672c\u53f7rc":44,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":44,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":33,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":33,"\u751f\u6210\u6587\u6863":33,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":33,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":28,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":34,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":34,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u901a\u8fc7c":34,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":33,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":44,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u7684\u5934\u6587\u4ef6":33,"\u7684\u63a5\u53e3\u6837\u5f0f":33,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":33,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":33,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":33,"\u76ee\u5f55\u4e0b":34,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":33,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":34,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":33,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":33,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":44,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":44,"\u7b2c\u4e8c\u4e2a\u4e3a":44,"\u7b49":34,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":34,"\u7b49\u6587\u4ef6":34,"\u7c7b\u4f3c":34,"\u7c7b\u540d\u548cc":33,"\u7c7b\u578b":33,"\u7ea2\u697c\u68a6":74,"\u7ed3\u8bba":33,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":33,"\u7f16\u8bd1\u578b\u8bed\u8a00":33,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":44,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":44,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":44,"\u7f16\u8bd1c":34,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":44,"\u7f16\u8bd1ubuntu\u7684deb\u5305":44,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":34,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":33,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":34,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":33,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":33,"\u800c\u5bf9\u4e8egolang":33,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":33,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":34,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":33,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":34,"\u826f\u597d\u7684\u6587\u6863":33,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":34,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":33,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":33,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":34,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":44,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":44,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":44,"\u8bbe\u7f6e":34,"\u8bc6\u522b\u6570\u5b57":44,"\u8bcd\u5411\u91cf":44,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":44,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":34,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":44,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":34,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":34,"\u8fd9\u4e09\u4e2a\u5206\u652f":44,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":34,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":34,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":34,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":33,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":33,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":34,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":34,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\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":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":33,"\u8fd9\u662f\u56e0\u4e3a":33,"\u8fd9\u6837":34,"\u8fd9\u6837\u4fdd\u8bc1":44,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":28,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":33,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":44,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":34,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":34,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":44,"\u90a3\u4e48":34,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":33,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":33,"\u91cd\u547d\u540d\u6210":33,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":33,"\u9519\u8bef\u5904\u7406":33,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":33,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":33,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":34,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":44,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":34,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":44,"\u9700\u8981\u5f15\u7528":34,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":33,"\u9700\u8981\u6ce8\u610f\u7684\u662f":44,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":34,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":44,"\u9ed8\u8ba4256k":28,"\ufb01xed":84,"abstract":[45,58,65],"api\u4e2d\u4f7f\u7528":33,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":34,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":34,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":34,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":34,"api\u65f6":34,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":34,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":34,"api\u66b4\u9732\u7684\u7c7b\u578b":34,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":34,"api\u7684\u5b9e\u4f8b":34,"api\u7684\u5b9e\u73b0\u7ec6\u8282":34,"api\u7684\u63a5\u53e3":34,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":34,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":34,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":34,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":44,"boolean":[8,29,32,33],"break":[18,79],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":44,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":44,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":33,"c\u6709\u6807\u51c6\u7684abi":33,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":33,"case":[8,22,32,34,39,40,42,49,51,55,58,59,62,66,68,73,75,79],"char":[24,81],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,31,33,38,40,42,45,46,60,64,76,83],"const":[17,22,24,36,43,45,46,58,59,60],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":34,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":34,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":34,"core\u6982\u5ff5":34,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":44,"deb\u5305\u7f16\u8bd1\u95ee\u9898":44,"default":[2,6,7,8,9,11,12,14,15,17,18,32,35,45,46,48,51,56,59,63,65,67,68,69,73,79,81,83,84],"enum":[22,24,46,48],"export":[50,76],"final":[8,9,16,35,47,49,50,57,58,59,83],"float":[2,6,7,8,10,12,46,49,58,59,60,62,67,74,77],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,31,35,36,37,39,40,41,42,43,45,46,47,49,55,58,59,60,62,63,65,73,75,76,79,82,83,84],"golang\u53ef\u4ee5\u4f7f\u7528":33,"golang\u7684":33,"h\u5e76\u4e0d\u56f0\u96be":33,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,32,35,41,45,48,49,55,59,62,68,74,75,76,77,79,83,84],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,33,34,37,38,39,46,47,58,60,67,79,82],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":33,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":44,"long":[1,8,9,12,51,62,82,83],"model\u505a\u5206\u652f\u7ba1\u7406":44,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,38,39,40,42,43,46,47,56,57,61,68,69,73,75,79,82,83],"note\u7684\u4e66\u5199":44,"null":[8,58,65],"org\u76ee\u524d\u9075\u5faa":44,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":33,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":33,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":33,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":34,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":33,"paddle\u7684c":34,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":34,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":33,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":34,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":33,"paddle_\u7c7b\u578b\u540d":34,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":34,"paddlepaddle\u4f7f\u7528git":44,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":44,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":44,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":44,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":44,"patch\u53f7":44,"patch\u53f7\u52a0\u4e00":44,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":28,"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":28,"pfsserver\u63d0\u4f9brest":28,"public":[12,17,30,45,46,58,59,60,63,68,69,83],"py\u4e2d":44,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":44,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":44,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,32,35,38,40,43,45,46,47,48,49,55,58,59,60,68,75,77,79,80,81,84],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":21,"server\u4e4b\u4e0a":20,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":20,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":20,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":20,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":20,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":20,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":20,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":20,"server\u751f\u6210\u4e00\u4e2auuid":20,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":20,"server\u7684\u6570\u636e\u5feb\u7167":20,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":20,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":20,"short":[8,9,45,49,59,81,82,83],"static":[14,24,34,45,46,68,73],"super":[38,58],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":33,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":33,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"swig\u76f4\u63a5\u8bfb\u53d6c":33,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":33,"switch":[17,34,68,83],"tag\u4e3a":44,"throw":68,"true":[2,6,7,8,9,11,12,14,15,17,22,32,39,46,49,55,58,65,67,68,77,81,82,83,84],"try":[10,18,19,22,23,24,39,45,56,62,75],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":34,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":44,"var":[17,30,31,32,37,38,42,48],"void":[17,22,24,30,33,34,37,46,58,59,60],"wheel\u5305":44,"while":[1,2,6,12,17,26,36,39,45,51,55,59,60,65,75,79,83,84],AGE:[68,69],AND:81,ARE:81,AWS:[21,61,70,71],Age:80,And:[2,7,8,10,12,14,16,22,26,27,39,40,45,55,67,68,69,74,77,81,83,84],But:[2,8,9,12,16,30,45,73],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,31,35,36,38,39,40,42,46,49,50,51,55,57,58,59,60,62,63,64,65,67,73,74,76,77,79,83,84],Going:83,Has:2,IDE:56,IDs:[12,26,79],IRs:40,Ids:79,Into:68,Its:[2,32,55,59,68,81],K8s:73,NMS:8,NOT:[38,59],Not:[15,19,42,63,73],ONE:2,OPs:[40,41],One:[7,9,14,16,26,45,55,58,65,75,79,83,84],Ops:[42,46,59],PFS:28,QoS:69,Such:47,THE:2,TLS:[15,28,68],That:[8,12,39,51,65,67],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,34,35,37,38,39,40,41,45,46,47,48,49,50,51,52,55,56,57,58,59,60,62,63,65,67,68,69,74,75,76,77,79,80,81,82,83,84],Their:[2,8,19],Then:[4,8,30,48,50,51,55,57,58,62,68,69,74,76,81,82,83],There:[7,8,12,14,15,17,18,19,24,26,27,29,35,36,45,48,49,51,59,62,68,75,76,77,78,79,81,84],These:[7,17,31,37,46,63,67,76,82],USE:81,USING:81,Use:[2,7,12,15,29,39,42,51,58,62,65,66,68,81],Used:[9,42],Useful:2,Using:[19,42,45,56,60,69,83],VMs:56,VPS:68,WITH:57,Will:[12,14],With:[2,8,9,37,47,49,75,82],YES:27,Yes:[51,56],___fc_layer_0__:68,__doc__:46,__file__:27,__gradient_machines__:14,__impl__:46,__init__:[38,48,58],__main__:77,__meta__:81,__metaclass__:59,__name__:77,__param_conf__:14,__rnn_step__:55,__tmp_params__:14,__va_args__:43,_binari:18,_block:48,_create_global_var:38,_error:75,_librari:18,_link:9,_name:48,_op:59,_proj:8,_res2_1_branch1_bn:77,_source_language_embed:[55,74],_target_language_embed:[55,74],_test:18,_var:48,_var_desc:48,a_op:59,aaaaa:21,aaaaaaaaaaaaa:68,abc:8,abl:[8,15,38,40,48,73,75,83],about:[4,8,9,17,18,27,29,35,40,45,46,49,59,62,64,65,68,82,83,84],abov:[2,4,7,8,15,17,18,19,23,30,31,35,37,38,40,46,47,49,51,56,57,59,60,62,68,69,73,75,77,79,82],abs:[8,9,16,75],abs_numerical_grad:16,absolut:[1,63],academ:80,acceler:[20,67],accept:[2,4,6,8,12,15,39,42,79,82],acceptor:82,access:[1,8,9,15,18,23,26,27,37,38,40,55,84],accessmod:68,accessor:38,accident:80,accomplish:51,accord:[1,2,7,8,16,24,31,40,41,42,48,59,63,64,65,67],accordingli:[4,7,8,58],accordingto:82,account:[42,73],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,58,79,80,83],achiev:[62,76],ack:65,acl:83,aclimdb:83,across:[8,12,35],act:[8,9,17,40,47,49,55,79],act_output:46,act_typ:79,action:[68,80],activ:[4,9,13,18,40,46,49,50,55,58,60,65,79,83],activi:9,actual:[2,22,46,49,60],adadelta:79,adagrad:79,adam:[15,24,79,83,84],adamax:79,adamoptim:[74,79,83,84],adapt:[7,10,14,49,83,84],add:[2,8,9,12,14,16,17,18,22,26,30,32,40,41,42,45,48,49,50,56,57,58,59,60,62,67,79,81],add_depend:18,add_execut:18,add_input:[35,58],add_memori:[17,35],add_output:35,add_test:[18,58],add_to:8,add_two:[17,35],add_unittest_without_exec:58,add_var:48,addattr:[46,59],addbia:58,addcom:[46,59],added:[2,7,14,17,41,57,58,59],adding:77,addinitialoper:48,addinput:[46,59],addit:[8,9,51,59,60,79],addop:[30,60],addoutput:59,addr:19,address:[19,24,40,51,62,65,73],addrow:58,addtion:63,addtolay:8,addtyp:46,adject:83,adjust:49,admin:[73,80],administr:[26,56,73],adopt:82,advanc:[16,55,62,65],advantag:[16,83],adventur:80,adverb:83,adversari:39,advic:62,affect:[8,17],afford:23,afi:2,aforement:[18,63],after:[8,9,12,17,18,23,24,26,29,36,40,41,50,51,55,57,58,59,60,63,65,67,68,69,75,76,77,79,81,82,83,84],again:[15,19,62],against:68,age:[12,81],agg_level:8,aggreg:68,ago:18,aid:62,aim:[83,84],aircraft:84,airplan:76,aistat:8,alex:[8,83],alexnet_pass1:67,alexnet_pass2:67,algorithm:[8,10,23,49,55,74,76,83,84],alia:[5,6,8],align:[8,9,12,84],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,34,35,37,38,40,42,46,47,49,51,55,56,57,58,60,62,63,64,65,67,68,69,73,74,75,77,79,80,81,82,83,84],alloc:[6,24,27,58,60,67],allow:[15,24,40,51,57,58,62,65,68,79],allow_only_one_model_on_one_gpu:[64,65,67],almost:[49,56,63,74],along:83,alpha:18,alreadi:[18,19,38,40,41,45,51,62,63,65,68,69,83],alreali:[64,84],also:[1,2,8,9,12,15,17,18,22,25,30,31,36,38,39,42,45,46,50,51,55,56,58,59,62,63,69,73,75,76,77,79,82,83],altern:59,although:49,altogeth:73,alwai:[4,8,9,14,18,39,48,49,65,68,84],amaz:76,amazon:[68,69,79,83],amazonaw:68,amazonec2fullaccess:68,amazonelasticfilesystemfullaccess:68,amazonroute53domainsfullaccess:68,amazonroute53fullaccess:68,amazons3fullaccess:68,amazonvpcfullaccess:68,ambigu:[39,82],amd64:[50,68],american:76,among:[68,83],amount:[62,83],analysi:[49,62,78,82],analyz:[79,83],ancessor:38,ancestor:37,andd:68,ani:[1,2,8,9,12,15,18,19,24,26,27,38,39,40,41,56,59,60,62,68,79,81,84],anim:80,annot:82,annual:82,anoth:[2,8,14,15,17,27,45,46,51,56,65,68,82,83],ans:68,answer:[49,68,82],anyth:[12,39,57,68,82],api:[12,14,15,18,24,25,27,28,30,35,36,42,44,48,50,58,59,62,68,72,73,75,79,81,83],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:81,api_trainer_config_helpers_lay:55,api_trainer_config_helpers_layers_context_project:81,api_trainer_config_helpers_layers_cos_sim:81,api_trainer_config_helpers_layers_data_lay:81,api_trainer_config_helpers_layers_embedding_lay:81,api_trainer_config_helpers_layers_fc_lay:81,api_trainer_config_helpers_layers_pooling_lay:81,apiserv:68,apivers:[68,69],apo:84,appar:84,appear:[31,82],append:[2,14,38,39,55,58,63],append_gradient_machin:14,append_oper:38,appleclang:50,appleyard:62,appli:[8,31,45,55,58,76,79],applic:[31,38,42,51,59,62,68,69,73,83],applyl1:22,appoint:59,appreci:[57,83],approach:[8,36,40,41,73],apt:[50,76],arbitrari:[8,40,60],architectur:[74,82,83,84],architecur:83,archiv:[12,33,34],arg:[2,7,9,46,49,59,64,75,76,77,79,82,83],arg_nam:8,argu:82,argument:[2,4,8,12,17,22,23,36,55,58,65,66,74,75,76,77,81,82,83,84],argv:77,arn:68,around:[2,8,26,68,73],arrai:[4,6,8,12,14,24,31,38,39,42,47,49,59,77],arrang:47,art:[49,82],articl:[31,56,57,63,69],artifact:68,artifici:75,artist:80,arxiv:[8,9,75,83],as_row_vector:8,ask:[19,26,56],aspect:83,assign:[7,8,23,37,60,65,68,73],associ:[36,43,60,82,83,84],assum:[7,8,17,40,55,67,74],assur:1,astyp:[39,59,75],asyc:19,async:[19,64],async_count:65,async_lagged_grad_discard_ratio:65,async_lagged_ratio_default:[64,65],async_lagged_ratio_min:[64,65],asynchron:[19,65],atla:50,atlas_root:50,attenion:9,attent:[8,9,51,84],attitud:83,attr1:8,attr2:8,attr:[6,8,9,17,37,38,46,55,59],attr_map:46,attrdesc:37,attribut:[2,8,9,13,17,37,41,42,45,46,58,59,74,82],attributemap:59,attrproto:46,attrtyp:[37,46,59],attrvalu:46,auc:64,aucvalidationlay:65,authent:68,author:[28,68,77],authorized_kei:63,auto:[17,22,33,42,45,47,58,59,60,62,78,81],autom:[68,84],automak:50,automat:[8,15,24,30,40,41,42,46,50,51,55,57,58,59,63,64,65,68,81,82,84],automaticli:8,automobil:76,avail:[19,24,41,50,68,73],averag:[7,8,11,23,65,77,79,81,82,83,84],average_test_period:[64,65,82],average_window:83,averagepool:8,avg:[62,79],avgcost:[79,81,83,84],avgpool:[8,79],avoid:[16,17,19,36,62],avx:[50,51,57],await:69,awar:[15,35,38,51,56,68],aws:28,aws_account_id:68,awsaccountid:68,awskeymanagementservicepowerus:68,aync:41,b2t:74,b363:69,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:69,ba5f:68,back:[2,14,19,40,51,59],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,36,43,55,58,65,67],backward_first:55,backward_op:16,backwardactiv:58,bag:[79,83],baidu:[49,69,74],baik:74,bake:40,balanc:[41,65,68,75],balasubramanyan:83,bank:82,bare:[69,73],barrier:65,barrierstatset:62,base:[7,8,11,12,15,23,37,40,42,47,49,55,56,58,59,62,63,65,68,74,75,79,81,83,84],baseactiv:9,baseev:14,basematrix:58,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[51,56,57,68,69],bashrc:50,basic:[2,8,14,37,42,47,51,57,58,79,80,83],batch:[2,8,9,10,12,14,15,17,19,21,22,35,47,58,63,65,68,69,75,76,77,79,81,82,83,84],batch_0:77,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,39],batch_siz:[2,12,49,63,74,75,76,79,81,83,84],batchsiz:[8,58],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:44,beam:[8,55,65,82,84],beam_gen:[8,55],beam_search:[14,55],beam_siz:[8,55,64,65,67],beamsiz:84,becaus:[4,7,8,12,15,17,18,19,24,36,38,39,40,45,47,48,55,56,58,60,67,68,76,79,82],becom:[41,45,62],been:[2,18,23,50,56,76,79,82,83,84],befor:[4,8,9,19,26,29,31,36,39,51,57,59,63,68,73,76,83,84],begin:[4,7,8,22,24,29,31,58],beginiter:[14,15],beginn:55,beginpass:[14,15],begintrain:15,behavior:62,being:[26,39,42,60,75],belong:[8,40,45,84],below:[2,8,17,19,24,36,39,40,41,48,55,58,62,63,68,75,76,79,81],benefit:[9,26,27],bengio:8,bertolami:83,besid:[1,8,12,40,84],best:[8,18,50,51,56,65,79,81,83,84],best_model_path:82,besteffort:69,beta1:10,beta2:10,beta:77,better:[8,9,18,49,63,68,73,75,81],between:[7,8,10,14,18,19,24,34,36,41,43,45,49,59,60,68,75,79,80,83,84],bgr:77,bi_gru:9,bi_lstm:9,bia:[8,9,10,55,58,77],bias:[8,58],bias_attr:[8,9,49,55],bias_param_attr:9,biases_:58,biasparameter_:58,biassiz:58,bidi:69,bidirect:[8,9,55,82,84],bidirectional_lstm_net:83,big:[41,62,73],bigger:19,biggest:83,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:62,bin:[50,51,63,68,69,81],binari:[2,7,8,12,18,27,40,56,62,68,74,79,83],bind:[30,45],bird:76,bison:50,bit:79,bitext:84,bla:50,blank:[8,68],bloack:32,block:[8,20,22,24,32,35,37,40,41,48,49,58,59,60,62,65,77,83],block_i:8,block_x:8,blockdesc:[17,31,37,38,42],blog:83,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:83,book:[12,42,55],bool:[2,6,7,8,9,11,12,14,17,38,46,48,58,65,67,79,83],boot:[8,55,73],boot_bia:8,boot_bias_active_typ:8,boot_lay:55,boot_stat:47,boot_with_const_id:8,bootstrap:50,bootstrapp:73,borrow:47,bos_id:[8,55],both:[5,6,8,9,15,17,18,19,26,40,41,48,51,55,58,59,60,62,68,75,77,79],bottleneck:[62,77],bottom:[14,83],bound:8,boundari:40,boundri:7,bow:[79,83],box:[8,62],brace:[17,31],brain:26,branch:[8,15,17,18,32,40,44,59],breadth:[65,84],brendan:83,brew:50,brief:[18,24,60],briefli:62,bring:60,broadcast:[19,42,73],broken:57,brought:57,brows:51,browser:[51,68],bryan:83,bsd:56,bucket_nam:68,buf:22,buf_siz:12,buffer:[2,12,22,39,45,65],buffer_s:12,buffered_read:39,bug:[57,68],bui:83,build:[8,12,18,27,31,40,44,46,49,51,53,59,61,65,68,70,71,74,76,77,79,81,83,84],build_dict:12,built:[18,40,46,50,51,56,73,75,82],bunch:[62,79],bunk:83,button:[57,68],c11:33,c703c041:57,c99:34,c99e:68,cach:[40,79,82],cache_pass_in_mem:[2,79,82],cachetyp:[2,79,82],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,82],calcul:[2,7,8,9,10,16,19,24,55,58,62,65,67,75,81],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,35,37,38,40,42,45,46,47,49,51,55,56,57,58,59,60,62,65,68,76,77,79,83,84],callabl:[2,6,8,12],callback:58,caller:[16,68],caltech:76,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,35,37,38,39,40,41,42,43,46,47,48,49,50,51,55,56,57,58,59,60,62,63,64,65,67,68,69,73,74,75,76,77,79,81,82,83,84],can_over_batch_s:[2,82],cancel:[26,57],candid:8,cannot:[42,45,58,59],caoi:84,capabl:[36,42,50,83],capac:68,capi:33,capi_prvi:34,caption:[49,84],captur:[49,63],card:63,care:[9,27,39,64,65,73,80],carefulli:[63,65,77],caret:14,cast_to_op_attr:46,cat:[51,76,77,83],categor:82,categori:[8,12,19,79,83],categorig:12,categoryfil:69,caus:[19,29,59],caution:[68,69],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:84,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,83],center:2,cento:73,ceph:[21,69],cephf:[21,27,28],certain:[1,45,64,82],certif:[15,28,68],cffi:33,cfg:69,cgo:33,chagn:43,chain:[12,31,58],challeng:[8,19],chanc:[15,58,79],chang:[8,12,18,23,27,36,37,39,43,45,49,51,55,57,58,59,60,62,65,68,79,83],channel:[8,9,62,63,77],channl:[63,77],chapter:35,chapter_data:35,chapter_out:35,charact:[79,81],character:49,characterist:[67,76],check:[2,12,17,18,42,49,50,51,57,59,65,67,68,80],check_align:12,check_attr:46,check_eq:58,check_fail_continu:2,check_grad:[16,59],check_l:58,check_sparse_distribution_batch:[64,65],check_sparse_distribution_in_pserv:[64,65],check_sparse_distribution_ratio:[64,65],check_sparse_distribution_unbalance_degre:[64,65],checker:42,checkgrad:65,checkgrad_ep:65,checkmark:73,checkout:57,checkpoint:41,checksum:28,child:17,children:80,china:51,chines:78,chmod:[50,68],choic:[18,51,80],choos:[56,65,79,81],chosen:[1,80,84],chunk:[23,28,75,82],chunk_schem:7,chunktyp:7,cifar:[75,76],cifar_vgg_model:76,circl:31,claim:68,claimnam:68,clang:[33,50,51,57],clarifi:7,class1:83,class2:83,class_dim:83,classfic:[77,83],classfiic:76,classic:[8,49],classif:[2,4,8,31,67,77,78,79,83,84],classifc:83,classifi:[8,75,76,77,79,83],classification_cost:[40,76,79],classification_error_evalu:[7,75,79,83,84],classification_evalu:7,claster:68,clean:[4,17,18,36,42,56,57,81],clear:[7,18,36,45],clearer:36,clearli:45,cleric:80,cli:68,click:[57,62,68],client:[22,25,42],clip:[6,9,65,79,83],clock:8,clone:[8,50,51,56],close:[2,39,57],closer:49,cloud:[18,19,27,28,29,42,73],cloud_read:12,cls:79,cludform:68,cluster:[12,14,15,17,19,24,40,64,65,69,79,84],cluster_train:63,cm469:68,cmake3:50,cmake:[34,50,56,58,59,62],cmakelist:[18,58],cmatrix:[33,34],cmd:69,cna:8,cname:68,cnn:[8,69,77,79],coars:30,code:[2,4,8,12,15,18,26,30,31,36,39,40,41,42,43,46,47,48,49,50,51,52,55,58,59,60,61,62,63,68,69,75,79,80],codebas:42,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,49,80],collectbia:58,colleg:80,color:[76,77],colour:12,column:[7,8,31,39,58,74,84],column_evalu:7,column_nam:38,colunm:84,com:[8,9,12,18,50,51,56,57,68,69,73,77],combin:[7,8,9,12,14,42,45,75,81,83],come:83,comedi:80,comma:[14,24,65,74],command:[1,4,18,22,27,29,49,50,51,56,57,58,59,61,62,63,68,69,70,71,74,75,76,77,81,82,83],commandlin:[62,83],commenc:79,comment:[10,18,46,57,59,79,83],commit:18,commnun:63,common:[21,55,58,64],common_util:63,commonli:[29,55,62,67],commun:[19,24,25,40,41,58,63,68],compani:83,compar:[16,18,42,56,58,59,75,79],comparison:18,compat:[2,30],compet:83,competit:75,compil:[8,18,37,40,43,46,48,50,51,56,57,58],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,31,42,58,59,60,68,69,73,79],complex:[1,2,9,26,39,42,55,62,79],complic:[8,30,40],compon:[40,58],compos:[12,15,30,35,38,42,75,82],composenotalign:12,composit:[30,43],compress:23,compromis:56,comput:[8,9,15,16,19,40,41,43,45,48,49,50,51,55,56,58,59,62,67,68,79,81,82,83],computation:[8,55],conat:8,concat:[55,84],concaten:[9,35,47],concentr:42,concept:[2,7,15,30,35,36,45,47,48,51,55],concern:15,concis:47,conclud:59,concret:[42,59],concurr:[19,26,41],concurrentremoteparameterupdat:65,cond:[17,32],condit:[8,23,40,55,63,69,84],conduct:62,conf:[4,8,63,74,75,77,84],conf_paddle_gradient_num:68,conf_paddle_n:68,conf_paddle_port:68,conf_paddle_ports_num:68,conf_paddle_ports_num_spars:68,confid:[8,83],confidence_threshold:8,config:[2,6,8,21,29,49,58,63,64,65,68,69,73,74,75,76,77,79,83,84],config_:[22,65],config_arg:[64,65,67,77,79,82,83],config_bas:[7,8,14],config_fil:82,config_gener:[63,81],config_lay:58,config_len:24,config_pars:[4,58],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,41,49,54,56,58,59,60,62,65,73,74,76,77,83,84],confirm:29,conflict:[45,57],confront:84,congest:65,conll05st:82,conll:[12,82],connect:[1,9,27,40,41,49,58,68,69,73,75,76,77,79,81,83],connectionist:[8,83],connor:83,consequ:[8,9],consid:[7,8,10,50,51,56,62,67,73,76],consider:[2,9],consist:[7,8,12,23,39,46,59,76,77,79,82,84],consol:[62,68],consolid:17,const_cast:59,constant:[58,59],constraint:[40,45],construct:[2,4,7,15,35,38,42,45,46,48,55],constructbackwardgraph:31,constructoptimizationgraph:31,constructor:[38,42,45,46,58,59],consum:[19,83],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,36,42,43,45,46,52,55,56,57,59,63,68,76,77,79,80,83,84],containerport:68,contemporan:83,content:[24,29,69,82,83],content_len:24,context:[8,9,12,45,55,59,60,74,79,81,82,83,84],context_attr:9,context_len:[8,9,79],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,79],contibut:57,contin:68,continu:[2,7,19,65],contrast:[8,84],contribut:[52,56,61,83],contributor:42,control:[6,17,51,57,65,68,69,73,84],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:[15,46,63],convent:[24,59],converg:[63,75,83],convers:40,convert:[2,4,12,21,39,74,76,77,79,81],convlay:8,convolut:[8,9,12,75,77,81],convoper:8,convtran:8,convtranslay:8,cool:[2,57],coordin:[19,24],copi:[14,15,23,26,29,31,35,51,57,68,75,81],copy_shared_paramet:75,copytonumpymat:75,core:[2,6,34,36,56,65,84],coreo:[68,73],corespond:82,corner:42,corpora:84,corpu:[12,82],correct:[2,8,16,58,59,68],correctli:[7,12,58,75],correl:[49,76,83],correspoind:15,correspond:[2,4,15,17,18,35,38,42,43,46,49,57,58,59,60,76,80,82,83,84],corss_entropi:15,cos:[8,46],cosin:[8,46,81],cosineop:46,cosineopproto:46,cosineopprotomak:46,cost:[4,10,14,15,31,37,40,49,65,75,79,81,83,84],cost_id:8,cost_val:40,could:[2,4,8,12,14,15,16,23,35,36,37,38,39,40,41,43,47,51,56,62,63,68,79,81],count:[7,19,27,39,62,65,67,69,74,81,82,83,84],counter:[19,23,31],coupl:49,cours:[7,27,56],cover:60,coverag:50,coveral:50,coveralls_uploadpackag:50,cpickl:77,cpp:[16,22,30,33,34,36,41,42,48,57,58,62,79,81,84],cpu:[1,2,6,8,16,27,36,40,42,44,50,56,59,60,62,65,69,75,82,83,84],cpuinfo:51,cpuplac:[59,60],cpusparsematrix:34,craftsman:80,crash:[19,62,63,65],crazi:63,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,35,36,38,43,48,49,50,51,56,58,59,63,65,73,74,75,76,84],create_bias_paramet:58,create_block:38,create_doc_str:46,create_global_var:38,create_ifelseop:[17,32],create_input_paramet:58,create_op:59,create_oper:30,create_paramet:38,create_python_ops_creatation_funct:46,create_rnn:17,create_rnn_op:35,create_var:38,createargu:75,createfromconfigproto:[4,75],creategradientoper:43,createop:46,createoper:17,createstack:68,createvar:48,createvari:17,creation:[30,68],creationd:68,creator:[12,21,42,43],creator_:43,credenti:29,credit:75,crf:82,crime:80,critic:83,crlf:57,crop:77,crop_siz:77,cross:[8,59,79,82],cross_entropi:[8,15,75],cross_entropy_with_selfnorm:8,crt:28,csc:58,cslm:84,csr:58,csv:80,ctc:7,ctc_evalu:7,ctest:[51,56,57,59],ctor:38,ctrl:[56,63,81],ctx:[59,60,82],ctx_0:82,ctx_0_slot:82,ctx_n1:82,ctx_n1_slot:82,ctx_n2:82,ctx_n2_slot:82,ctx_p1:82,ctx_p1_slot:82,ctx_p2:82,ctx_p2_slot:82,cub:76,cuda:[18,42,50,51,56,62,63,65],cuda_dir:[64,65],cudaconfigurecal:62,cudadevicegetattribut:62,cudaeventcr:62,cudaeventcreatewithflag:62,cudafre:62,cudagetdevic:62,cudagetdevicecount:62,cudagetdeviceproperti:62,cudagetlasterror:62,cudahostalloc:62,cudalaunch:62,cudamalloc:62,cudamemcpi:62,cudaprofilerstart:62,cudaprofilerstop:62,cudaruntimegetvers:62,cudasetdevic:62,cudasetupargu:62,cudastreamcr:62,cudastreamcreatewithflag:62,cudastreamsynchron:62,cudeviceget:62,cudevicegetattribut:62,cudevicegetcount:62,cudevicegetnam:62,cudevicetotalmem:62,cudnn:[8,11,18,50,65],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[64,65],cudnn_convt:8,cudnn_dir:[64,65],cudrivergetvers:62,cuinit:62,cumul:8,curl:[50,68],curli:[17,31],current:[2,8,17,18,19,22,24,35,36,37,38,41,45,48,49,51,55,56,57,58,63,65,68,79,83,84],current_block:[37,38],current_oper:37,current_word:55,currentcost:[79,81,83,84],currentev:[79,81,83,84],curv:[15,76,82],custom:[1,2,15,27,42,58,68,80,83],custom_batch_read:39,cut:[41,47],cutoff:12,cycl:19,cyclic:8,cython:33,d3e0:68,dai:84,daili:83,dalla:2,dan:82,danger:2,dangl:56,darwin:68,dat:[21,63,81],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,35,36,37,41,42,45,46,47,48,50,51,55,58,59,60,62,63,64,65,67,70,77,80],data_batch_gen:75,data_dir:[74,76,83,84],data_fil:49,data_initialz:79,data_lay:[2,22,38,49,75,76,79,82],data_read:[12,39],data_reader_creator_random_imag:39,data_sourc:75,data_typ:[12,48,55],databas:[12,83],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,49,63,81,82],dataprovider_bow:79,dataprovider_emb:79,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,39,49,55,65,74,76,77,79,82,83],datatyp:48,date:82,db_lstm:82,dcgan:75,dcmake_install_prefix:50,ddim:60,dead:19,deal:[73,75],debian:51,debug:[2,16,29,40],decai:[10,76],decar:12,decayr:22,decent:23,decid:[15,26,39,43],declar:[8,17,35,81],decod:[8,9,55,82,84],decoder_boot:55,decoder_group_nam:55,decoder_input:55,decoder_mem:55,decoder_prev:9,decoder_s:55,decoder_st:[9,55],deconv:8,deconvolut:8,decor:[2,12,58],decreas:49,decrypt:68,deduc:42,deep:[8,26,31,42,49,51,53,62,75,76,77,79,82],deeper:[49,51,77],deer:76,def:[2,8,12,15,16,21,27,30,35,38,39,46,48,49,55,58,59,75,77,79,82],defalut:[8,65,67],default_devic:67,default_valu:[32,67],defect:36,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,35,37,38,39,41,42,45,46,49,55,58,60,63,65,74,75,76,82],define_py_data_sources2:[2,49,76,77,79],defini:84,definit:[2,17,19,23,40,46,47,49,51,59,74,79,83],definiton:30,degre:8,delai:[60,65],delar:79,delet:[27,28],deletestack:68,delimit:[7,80,81],deliv:73,delta:[8,16],delv:8,demand:19,demo:[8,12,42,63,69,70,74,75,76,77,78,79,80,81,82,83,84],demograph:80,demolish:69,demonstr:[49,55,60,75,81],denot:[59,67,79,80,82],dens:[2,8,12,24,25,58,68,79,81],dense_arrai:12,dense_vector:[2,4,12,49],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,40,41,48,49,51,56,59,63,67,73,76,80],deploi:[8,63,67,73],deploy:[42,63,68,73],deprec:8,depth:17,dequeu:41,deriv:[5,15],desc:[17,46],desc_:17,descend:47,descent:[8,19],describ:[15,17,18,23,36,37,38,42,46,48,49,57,58,59,60,68,69,75,79,82],describestack:68,describestackev:68,describestackresourc:68,descript:[4,7,17,18,43,48,50,57,59,66,68,76,81],deseri:[14,36,42],desgin:31,design:[2,8,12,22,33,59,73,83],desir:[19,68,69,74],destin:[24,29],destroi:17,destruct:45,destructor:58,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,35,38,40,45,47,50,55,56,57,58,59,60,62,63,66,67,68,69,73,74,75,77,79,81,83,84],detect:[51,57],detection_evalu:7,detection_output:7,determin:[2,8,12,17,42,58,75],dev:[42,50,51,56,57,73,76,84],dev_ctx:17,devel:50,develop:[18,36,43,44,50,60,64,65,84],deverlop:65,deviat:6,devic:[6,36,40,42,59,60,65,84],device_context:59,device_context_:59,devicecontext:[17,59],deviceid:67,devid:[8,65],dez:83,dhcp:73,diagnos:63,diagram:[35,77],dict:[2,7,12,14,38,79,81,83,84],dict_dim:83,dict_fil:[7,79,82],dict_siz:[12,22],dictionai:79,dictionari:[2,7,8,12,14,15,16,67,77,79,81,82,83,84],dictsiz:84,did:[2,36],diff:57,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,40,41,43,45,49,51,55,57,58,59,60,63,65,68,69,74,76,77,79,83,84],differenti:[30,59],difficult:[7,16,49,56],dig:[51,62,68],digit:[2,8],dilat:8,dilation_i:8,dim0:59,dim1:59,dim:[8,12,22,35,38,42,48,58,59,60,74,77,79,83],dim_:60,dimens:[5,8,11,12,42,47,58,59,60,67,74,79,81,83],dimension:[2,49,55,58,60,75,79],dimenst:74,dimes:8,dir:[63,77,79,81,82,83,84],dirctori:51,direct:[8,9,51,77,82],directli:[1,2,9,18,25,27,36,40,46,49,51,63,69,83],director:59,directori:[1,8,18,21,26,28,29,50,51,56,57,60,62,63,65,69,76,77,79,81,82,83,84],diretcoti:77,dis_conf:75,dis_train:75,dis_training_machin:75,disabl:2,discard:[12,19,23,57,65],discount:8,discov:[19,82],discoveri:68,discrep:62,discrimin:75,discriminator_train:75,discuss:[15,17,23,24,25,40],disk:[56,69],dispatch:[36,40,63,65],displai:[27,29],disput:84,dist:44,dist_train:[15,27],distanc:7,distibut:74,distinguish:[18,63,75,84],distribut:[8,17,23,24,25,26,41,42,48,50,61,69,70,71,73,75,79,82],distribute_test:[64,65],distributedli:[40,58],disucss:15,divid:[10,46,48,64,76,84],diy_beam_search_prob_so:[64,65],dmkl_root:50,dns:68,do_forward_backward:39,doc:[4,12,35,50,51,57,59,60,63],dockefil:56,docker:[44,52,57,68,70,71,73],docker_build:15,docker_push:15,dockerfil:[51,56,57],dockerhub:51,doctor:80,document:[2,4,9,16,28,31,35,42,50,56,57,59,60,67,76,79,81,82,83],documentari:[2,80],doe:[2,4,9,19,23,24,26,27,36,39,40,41,42,43,48,49,56,58,59,60,62,79,81,82],doesn:[6,8,12,15,17,39,56,57,62,69,84],dog:[76,77],doing:[22,26,31,40,62],domain:68,don:[9,15,18,30,31,39,49,56,59,68,83],done:[7,8,9,18,19,23,24,40,43,57,62,68,75,83],dopenblas_root:50,dot:[59,65,77,84],dot_period:[65,67,75,76,81,83,84],dotmuloper:8,dotmulproject:8,doubl:[2,8,31,40,50,59,65],down:[62,79],download:[12,18,19,22,26,28,51,73,75,76,79,82,83],download_cifar:76,downsampl:76,doxygen:[50,57],dozen:18,drama:80,drive:45,drop:[2,9],drop_rat:6,dropout:[6,9,58,79],dropout_r:8,drwxr:69,dst:24,dtoh:62,dtype:[4,38,49,77],dubai:84,due:[23,26,38,80],dummi:[14,23],duplic:[41,80],durat:[23,62],dure:[1,2,8,9,17,19,23,26,27,42,49,58,59,64,65,68,73,79,81,82,84],durn:2,dwith_c_api:34,dwith_doc:50,dwith_profil:62,dwith_python:34,dwith_swig_pi:34,dwith_test:59,dwith_tim:62,dynam:[1,2,24,34,39,50,62,65],dynamic_cast:58,e2e:73,each:[1,2,4,7,8,9,11,12,14,16,17,18,19,22,23,24,26,27,31,35,36,37,38,39,40,41,42,43,45,46,47,49,51,55,57,58,63,65,67,68,73,74,76,77,79,80,81,82,83,84],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:59,eas:[12,39,59,77],easi:[16,39,42,51,58,63,79],easier:[15,39,41,56,58],easili:[15,39,45,49],echo:[51,81,83],edit:[7,51,56,68],editor:[51,56],edu:[12,68,69,76],educ:80,eeoi3ezpr86c:68,effect:[2,65,68],effici:[1,2,8,40,55,56,58],effort:40,efg:8,efs:68,efs_dns_nam:68,efsvol:68,eigen:[42,59],eigen_test:60,eigen_use_gpu:59,eigenmatrix:60,eigenscalar:60,eigentensor:60,eigenvector:60,eight:82,either:[8,12,14,15,35,62,79,81],elb:68,elbapis:68,elec:79,electron:[69,79],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,32,39,41,42,59,60,79,83,84],element_typ:24,elementari:42,elif:[15,46],elimin:82,els:[15,22,27,40,41,45,46,51,56,58,59,77,79],emac:[51,56],emailweixu:18,emb1:22,emb2:22,emb:[69,79],embed:[15,17,22,41,47,55,78,81,83],embedd:82,embedding_lay:[22,79],embedding_nam:[8,55],embedding_s:[8,55],emphas:62,empir:8,emplace_back:58,emploi:[46,55,80],empti:[7,12,19,49,59],emul:84,enabl:[2,6,8,17,18,23,41,56,62,63,65,68],enable_grad_shar:[64,65],enable_parallel_vector:65,enc_proj:[9,55],enc_seq:9,enc_vec:55,encapsul:24,encod:[9,23,55,84],encoded_proj:[9,55],encoded_sequ:[9,55],encoded_vector:55,encoder_last:8,encoder_s:55,encount:22,encourag:40,encrypt:68,encrypt_decrypt:68,end2end:73,end:[2,7,8,14,17,36,39,45,49,55,56,57,65,74,82,83,84],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,21,68],endtrain:15,engin:[27,62,80],english:[2,8,84],enjoi:51,enlarg:59,enough:[17,49,56],enqueu:41,ensembl:9,ensur:[2,19,45,56,58],enter:[17,51,80],enterpris:42,entir:[8,9,24,26,59,83],entiti:[7,17,45],entri:[12,23,27,56,58,68,80],entropi:[8,79,82],entry_point:27,enueu:41,enumer:[5,79],env:68,environ:[15,50,51,56,57,62,63,64,65,68,69,75,76,81],eol:57,eos_id:[8,55],epel:50,epoch:80,epsilon:10,equal:[8,9,19,59,65],equat:[7,8,9,10,51,59],equilibrium:75,equip:[50,55],equival:[8,15,17,46,73],error:[6,7,8,9,10,15,16,23,29,45,49,58,59,63,65,68,76,77,79,80,81,83,84],error_clipping_threshold:6,especi:[2,9,56,82],essenc:15,essenti:[8,15,50,60,82,84],estat:49,estim:[8,15,41],eta:69,etc:[7,12,17,39,40,45,51,63,64,67,68,73,83,84],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[63,68],ethternet:63,eval:[7,17,42,48,79,81,83,84],eval_bleu:84,evalu:[1,8,13,14,26,40,62,63,79,83,84],evaluate_difficult:7,evaluate_pass:83,evalut:[49,84],even:[15,39,56,62,65,83],evenli:[24,68],event:69,event_handl:[14,15],everi:[1,2,7,8,9,12,15,19,23,24,26,31,41,45,46,55,57,58,59,60,65,79,82,83,84],everyth:[40,41,49,57],everywher:56,evid:36,exactli:[2,8,9,51,68,82],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,35,36,38,39,41,42,49,50,51,55,56,57,58,59,60,62,63,64,65,67,68,69,76,77,78,79,83,84],exceed:8,except:[2,8,12,26,31,67,74,83],exchang:36,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[51,65],execut:[18,19,23,27,43,56,58,62,68,80,82,83],executioncontext:[59,60],exist:[15,17,19,29,38,39,46,47,56,58,60,65,68,80,83],exit:[24,29,65,69],expand:[58,82,83,84],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,62,83],expens:84,experi:67,expert:18,expir:19,explain:[2,7,19,30,31,63,75,83],explan:[8,16,27,40,45,50,79,84],explanatori:[49,51],explicit:58,explicitli:[2,15,59,60],exploit:76,explor:8,exponenti:5,expos:[25,51,68],express:[15,41,59,68,83],ext:8,extend:[7,41,47],extens:[26,41,59,80,81,84],extent:34,extern:[2,18,33,34,42],external_librari:18,extra:[6,8,9,40,49,73],extra_lay:14,extraattr:[6,67],extraattribut:8,extraattributenon:8,extract:[7,8,36,40,59,68,76,82,83],extract_fea_c:77,extract_fea_pi:77,extract_para:74,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,62],extremli:1,f120da72:69,f7e3:68,fa0wx:69,fabric:63,face:18,facotr:8,fact:[38,43,77],factor:[6,8,10],factori:33,fail:[2,19,23,59,65,67,69,76],failur:[19,24,59],fake:75,fake_imag:39,falloc:28,fals:[2,6,7,8,9,10,12,16,17,32,35,39,49,55,58,59,65,67,69,74,79,81,82,83,84],false_block:[17,32],false_label:39,false_read:39,famili:84,familiar:[2,49],fanscin:2,fantasi:80,fantast:79,far:47,farmer:80,fascinatingli:1,fast:[8,23,62],faster:[8,9,19,55,62,83],fault:[14,23,42],favorit:56,favourit:51,fbd1f2bb71f4:69,fc1:[48,58,67],fc2:[48,67],fc3:67,fc4:67,fc8a365:68,fc8a:68,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,46,49,58,67,79,81],fc_layer_nam:9,fc_mat:14,fc_op:46,fc_out:17,fc_output:46,fc_param_attr:9,fc_without_b:17,fclayer:58,fcop:30,fdata:82,fea:77,fea_output:77,feat:83,featur:[2,5,8,12,57,65,76,79,83,84],feature_map:81,feed:[9,14,15,31,35,38,40,49,83],feeder:12,feedforward:76,femal:80,fernan:83,festiv:2,fetch:[12,19,22,40,55,57,58],few:[2,18,19,39,51,56],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,43,46,62,68],fifth:31,figur:[15,18,35,41,55,58,62,74,75,76,77,82,83,84],file1:84,file2:84,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,34,39,40,42,48,49,50,51,55,56,57,58,59,60,63,65,73,74,76,77,82,83,84],file_list:2,file_nam:[2,49,77,79,82],filenam:[2,21,38,81],fileoffset:28,filer:8,filesystem:[26,27,28,40,51,68],fill:[8,19,23,38,68,79],fill_zero_grad:42,film:80,filter:[8,9,77],filter_s:[8,9],filter_size_i:8,finali:63,find:[8,10,17,19,26,45,51,62,76,83,84],find_var:16,findop:17,findvar:[17,45],fine:[6,23,30,81],fingerprint:68,finish:[2,19,23,26,27,46,51,63,68,69,76],finit:58,first:[2,8,14,15,17,19,23,26,27,29,31,35,37,38,40,42,46,47,49,51,55,56,57,58,59,60,62,65,67,68,73,74,75,76,77,79,81,82,83,84],first_seq:55,firstli:[7,8],firstn:12,firstseen:69,fit:[1,12,42,57],five:[37,62,79],fix:[2,6,33,40,57,84],flag:[12,59,65,75,76,82],flatten:60,flatten_s:48,flexiabl:39,flexibl:[1,8,9,15,24,31,35,40,47,55],flight:84,float32:[4,12,30,38,39,49,59,75,77],floor:8,flow:[17,35,44,57],fly:[49,79],fnt03:68,focu:[2,62],focus:59,folder:[18,21,27,29,50,68,76,83,84],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,35,37,39,41,42,45,46,47,50,51,55,56,57,58,59,60,62,63,67,68,69,70,71,73,74,75,76,77,79,80,81,82,83,84],fool:75,forbid:15,force_load:33,forecast:83,forest:17,forget:[10,15,83],fork:8,form:[1,2,8,9,10,62,82],format:[1,2,7,12,14,16,23,49,57,58,59,60,65,68,74,76,80,81,83],former:[15,18,84],formula:[8,9,16],formular:8,forward:[5,8,9,16,17,22,24,36,42,43,55,58,67,75,82,83],forward_op:16,forwardactiv:58,forwardtest:4,found:[2,4,8,45,50,55,75,76,79,83],four:[2,7,31,74,77,79,81,82,83],fp16:[42,48],fp32:[42,48],fp64:48,frame:[7,42],framework:[15,17,42,45,46,48,58,59,77,79,83],free:[12,73,84],french:84,frequenc:[12,62,74,79,83],frequent:[23,39,42,63,84],fresh:26,friend:45,frog:76,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,35,36,38,39,40,41,42,45,47,49,51,55,57,58,59,60,61,62,63,65,67,68,69,73,74,75,76,77,79,80,81,82,83,84],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[39,49,77],fulfil:62,full:[8,19,26,35,51,55,58,73],full_matrix_project:[9,55],fullfil:48,fulli:[40,41,49,57,58,62,73,75,76,77,79,81,83],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:74,fullyconnectedlay:58,func:[12,23],funciton:9,functor:30,fundament:[41,42,49],further:[8,46,73],futur:[8,26,40,42],fvs:46,gain:8,game:75,gamma:77,gan:15,gan_train:75,gangliao:18,gap:65,gate:[8,9,83],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,36,58,59],gauss:6,gaussian:75,gcc:[33,42,50,51,56],gcreators_:46,gen:[8,84],gen_conf:[75,84],gen_data:84,gen_result:84,gen_train:75,gen_training_machin:75,gender:[12,80,81],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,32,37,39,40,41,42,43,46,47,49,50,51,57,59,62,63,65,67,68,74,77,78,79,81,83],generated_word_embed:8,generatedinput:[8,55],generator_conf:75,generator_machin:75,generator_train:75,genert:2,genr:[80,81],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,35,42,45,46,48,49,50,55,58,59,62,63,68,72,76,77,79,81,82,83],get_all_op_proto:46,get_batch_s:82,get_best_pass:83,get_block:38,get_config_arg:[67,79,83],get_data:[69,79,82],get_default_block:48,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:83,get_input_lay:58,get_mnist_data:75,get_model:77,get_movie_title_dict:12,get_nois:75,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:75,get_vari:17,get_word_dict:12,getbatchs:58,geteigendevic:60,getenv:[15,27],getinput:58,getinputgrad:58,getinputvalu:58,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:58,getoutputvalu:58,getparam:22,getparameterconfig:22,getparameterptr:58,getparameterspars:22,getparametersremot:22,getplac:[59,60],getsiz:58,getslotvalu:75,gettask:23,gettempl:68,gettranspos:58,getw:58,getweight:58,getwgrad:58,gfortran:50,gildea:82,gist:9,git:[44,50,51,56,57],github:[9,18,50,51,56,77],give:[2,19,35,42,49,51,56,58,62,68,79],given:[2,8,12,14,24,26,30,39,41,47,58,65,75,79,82,83,84],glide:18,global:[2,6,15,17,18,19,36,38,42,45,46,56,62,65,68,83],global_block:38,global_learning_r:6,globalstat:62,globalstatinfo:62,globe:2,glolal_block:38,go1:50,go_librari:18,go_test:18,goal:[31,42,62,82],gob:23,godep:18,godoc:33,goe:[8,9,19,45,49],going:[30,73,79,83],golang:[18,50],good:[8,39,62,73,83,84],goodfellow13:8,googl:[15,42],googleapi:[50,68],gopath:50,goroot:50,got:45,gpg2:68,gpg:68,gprotos_:46,gpu:[1,2,6,8,11,16,27,36,40,42,44,50,56,57,59,60,61,63,73,75,76,77,81,82,83,84],gpu_id:[65,67,75],gpu_per_train:40,gpugpu_id:64,gpukernel:42,gpuplac:59,grab:[19,83],grad:[16,24,65,80],grad_op_class:42,grad_op_maker_:43,grad_op_typ:[42,43],grad_op_type_:43,grad_share_block_num:[64,65],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,31,36,42,59,65,79,83],gradient_check:59,gradient_clipping_threshold:[6,79,83],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,34],gradientcheck:59,gradientmachin:[4,14,34,36,75,81,84],gradientmachine_:22,gradopdescmak:43,gradual:[49,62],grai:76,grain:30,gram:[74,83],grandient:14,grant:68,graph:[8,14,17,18,19,35,37,40,48,60,74],graphviz:77,grave:83,grayscal:2,great:[41,73],greater:8,greaterthan:46,grep:[51,83],groudtruth:55,ground:[7,8,79,84],group:[9,23,73,83],group_input1:55,group_input2:55,group_input:55,grouplen:[12,80],grpc:73,gru:[8,55,79,84],gru_bias_attr:9,gru_decod:55,gru_decoder_with_attent:55,gru_encoder_decod:[74,84],gru_layer_attr:9,gru_memori:9,gru_siz:79,gru_step:55,gru_step_lay:9,grumemori:[9,55],gserver:[8,58],gsizex:62,guarante:[38,58],guard:22,guess:[49,83],guest:56,gui:62,guid:[28,52,55,57,58,62,68,69,74,76,83,84],guidenc:49,gzip:[23,69],hack:[52,63],had:56,hadoop:15,half:68,hand:[42,60,80,81,83],handi:18,handl:[12,15,27,36,39,40,45,63,81,83],handler:[14,17],handwrit:[2,83],happen:[23,46],hard:[40,41,47,56,68,79],hardwar:[51,56,62],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,32,40,41,42,46,51,55,56,58,59,62,68,69,73,74,76,79,80,81,82,83,84],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,35,36,39,40,41,42,43,45,49,50,51,55,56,57,58,59,62,63,65,67,68,73,74,76,79,80,81,83,84],haven:56,hdf:[1,21],head:[57,59,74,83],header:[24,34,42,49,58,74,77],health:80,heard:56,heavi:63,height:[8,12,17,33,39,58,59,76],held:19,hello:15,help:[2,4,17,29,42,47,48,56,57,63],helper:[8,40,58],henc:45,here:[2,4,6,7,8,9,12,15,18,19,25,29,31,39,46,49,50,55,59,63,64,67,68,69,73,74,76,77,78,79,80,81,82,83,84],heterogen:[40,41],heurist:[8,41,65,84],hidden:[8,9,40,55,68,79,83],hidden_out:17,hidden_s:9,hierarch:[8,42,55],hierarchi:42,high:[6,58,73,75],higher:[1,30,47],highest:[12,17,84],highli:[1,2,12,47,55,67,81,83],him:15,hint:[41,49],histor:[30,83],hl_get_sync_flag:58,hold:[15,19,23,25,40,45,46,60,68],holder_:60,home:[21,29,40,50,63,68,69],homemak:80,honor:23,hook:[2,6,82],hookattr:6,hookattribut:6,horizont:[8,77],horror:80,hors:76,horst:83,host:[18,27,50,51,63,68,69],hostnam:[63,68],hostpath:69,hostport:68,hot:81,hour:[56,84],hous:[2,12,49,74],how:[1,2,6,8,15,17,19,23,29,30,36,46,49,55,56,63,65,68,69,72,76,77,79,81],howev:[2,8,9,16,26,36,39,40,43,46,49,55,64,65,68,83,84],hpp:33,html:[12,51,76],htod:62,http:[8,9,12,18,27,50,51,56,57,68,69,73,75,76,77,84],huber:8,huge:[8,57],huina:83,human:[8,84],hyper:[8,58],hyperplan:12,i0601:81,i0706:84,i0719:84,i1117:62,iamfullaccess:68,iamusersshkei:68,ib0:63,ics:12,icwsm:83,id_input:7,idea:[8,18,39],ident:[49,51,59,68,80],identifi:58,identityoffsetproject:8,identityproject:8,ids:[7,8,58,79,81],idx:[23,58],ieee:83,ies:29,ifelseop:[32,37],ifop:32,ight:8,ignor:[2,8,65,74],ijcnlp:83,illustr:[2,7,19,24,30,35,40,55,58,62,79],ilsvrc:77,imag:[2,11,12,15,31,37,39,48,49,52,56,57,67,68,70,71,73,75,77,78,84],image_a:39,image_b:39,image_classif:76,image_fil:39,image_lay:39,image_list_provid:77,image_nam:15,image_path:39,image_provid:76,image_reader_cr:39,image_s:77,imagenet:[8,21,78],imagepullpolici:68,imageri:8,images_reader_cr:39,imagin:31,imdb:80,imdber:83,img:[2,8,9,40,76],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:76,imgsiz:62,imgsizei:62,imgsizex:62,immedi:68,immutable_paramet:15,imperfect:42,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,36,40,41,45,46,47,55,79,82],implemet:22,impli:18,implicitli:37,imposs:73,improv:[8,41,42,62,68,83,84],inarg:22,inbound:68,includ:[1,2,7,8,9,12,15,17,18,24,27,33,34,35,38,40,42,46,50,51,55,56,57,58,59,62,65,68,69,74,79,80,82,84],inconsist:80,incorpor:8,incorrect:8,increas:[19,23,65,84],increment:[31,65],incupd:58,inde:[12,39,51],independ:[8,16,24,45,73,79],index:[2,7,8,11,12,14,16,17,19,23,37,38,63,68,81],indexslot:[8,82],indic:[2,7,8,17,24,35,37,43,47,49,63,68,82],indice_map:47,individu:[19,49,68],industri:[19,73],ineffici:36,infer:[0,15,17,19,33,38,42,50],infer_shap:38,inferior:26,infershap:[17,37,38,42,48,59,60],infershapecontext:[59,60],infiniband:63,info:[7,8,12,35,58,63,73],inform:[4,8,12,14,17,27,29,35,38,40,45,58,59,60,62,65,68,80,81,82,83,84],infrastructur:[68,75],ingor:65,inherit:[17,42,59],ininst:15,init:[6,14,17,35,40,48,58,67,68,75,79,82],init_attr:38,init_from_tar:14,init_hook:[79,82],init_model_path:[64,65,67,74,79,82],initi:[2,4,6,8,9,12,14,18,23,31,35,38,40,41,46,47,48,55,58,59,65,74,75,79,82],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:38,initpaddl:[4,75],initrd:73,inlcud:9,inlin:[60,68],inner:58,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:60,input1:[8,9,60],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,35,36,38,39,40,41,42,45,46,47,48,49,55,58,59,60,67,74,75,76,77,79,81,82,83,84],input_conf:8,input_data:58,input_data_target:58,input_featur:5,input_fil:[49,82],input_hassub_sequence_data:58,input_id:8,input_imag:[9,76],input_index:58,input_label:58,input_lay:58,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:58,input_sequence_label:58,input_sparse_float_value_data:58,input_sparse_non_value_data:58,input_t:58,input_to_check:16,input_typ:[49,79],input_valu:16,input_var:16,inputbuff:22,inputdef:58,inputlayers_:58,inputs_to_check:16,inputtyp:[2,12],insert:[42,57],insid:[7,8,19,36,39,41,42,43,51,68],inspect:57,inspir:74,instal:[8,27,44,51,53,56,57,63,69,76,77,81,82,83],instanc:[8,16,17,19,21,25,32,35,38,40,42,43,55,58,60,62,65,82],instance_ip:68,instanti:19,instead:[8,9,11,18,22,27,31,39,40,51,56,63,79,84],instruct:[17,31,51,56,62,79],int16:48,int32:[37,47,48,65],int64:[28,48],integ:[2,7,8,12,23,27,33,37,58,79,83],integer_valu:[2,12,79],integer_value_sequ:[2,12,55,79,82],integr:[7,50,73,82],inter:[8,40,63],interact:[51,68],intercept:8,interchang:[31,42],interest:[62,83],interfac:[0,4,6,8,9,14,17,23,27,29,36,42,43,59,60,63,68,73,76,81,83],interg:79,intergr:8,intermedi:[29,40,56,82],intern:[8,9,14,68],internet:[18,19,73,83],interpret:[2,7,50,62],interv:[8,83],inth:60,intrins:50,introduc:[2,8,17,19,45,46,59,69,81,83],introduct:[3,75],introductori:56,intuit:[26,42],invalid:[39,45],invari:76,invoc:[17,18,30,42],invok:[2,8,14,36,40,41,42,43,46,56,62,68],involv:[59,75],iob:7,ioe:7,ips:68,ipt:[8,46,55],ipx:73,ipython:15,is_discriminator_train:75,is_gener:[74,75,84],is_generator_train:75,is_kei:81,is_loc:14,is_predict:[79,83],is_seq:[8,55],is_sequ:81,is_stat:6,is_tensor:46,is_test:[77,82,83],is_train:2,isn:62,isol:51,isspars:58,issu:[18,50,51,56,62],item:[8,12,14,26,39,73],iter:[8,9,10,12,14,15,19,39,40,47,76,82,83],its:[2,8,9,14,15,16,17,19,23,31,35,36,38,42,43,45,46,57,58,59,60,62,65,68,74,75,76,79,83,84],itself:[19,26,45,48],ivs:46,java:[17,33,37,42],jeremi:62,jie:[82,83],jmlr:8,job:[4,12,26,40,42,64,65,67,77,79,81,82,83,84],job_dispatch_packag:63,job_id:12,job_mod:74,job_nam:[27,68],job_namespac:68,job_path:68,job_workspac:63,jobpath:68,jobport0:68,jobport1:68,jobport2:68,jobport3:68,jobserv:27,johan:83,join:19,joint:[74,84],jointli:[9,84],journal:[82,83],journei:51,jpeg:76,jpg:77,json:[63,68,69,81],jth:9,judg:84,jupyt:[27,51],just:[2,5,7,8,9,12,18,23,24,35,36,40,42,43,45,49,56,57,63,67,68,74,76,81,82,83],jx4xr:68,jypyt:15,k8s:73,k8s_data:68,k8s_job:15,k8s_token:15,k8s_train:68,k8s_user:15,kafka:21,kaim:8,kaimingh:77,kebilinearinterpbw:62,kebilinearinterpfw:62,keep:[2,8,12,19,31,45,46,73],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,42,43,46,56,57,59,62,63,81,83],kept:[8,38],kernel:[8,16,59,60,62,79],key1:65,key2:65,key_pair_nam:68,keyid:68,keymetadata:68,keypair:68,keyserv:68,keystat:68,keyusag:68,keyword:2,kill:[19,68],kind:[1,2,15,16,19,25,31,40,49,68,69,75,79,81],kingsburi:82,kms:68,know:[2,15,23,49,57,58,62,68,81],knowledg:83,known:[17,30,35,75,83,84],kriz:[12,76],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:68,kubectl:69,kuberent:[19,68],kubernet:[15,19,42,61,63,70,71,73],kubernetes_service_host:15,kwarg:[2,9,10,12,46,79,82],l1_rate:6,l2_rate:6,l2regular:[76,79,83],l93:22,label:[2,4,7,8,10,12,14,31,37,39,40,41,49,69,75,76,77,78,79,83],label_dict:82,label_dim:[8,79],label_fil:[39,82],label_lay:39,label_list:82,label_path:39,label_slot:82,labeledbow:83,labl:83,lag:65,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,31,42,45,67,74,82,83,84],larg:[11,12,40,41,57,82,83,84],larger:[2,6,7,8,63],last:[7,8,9,35,48,49,55,63,65,79,83,84],last_time_step_output:8,lastseen:69,late:83,latenc:[8,40,63,68],later:[18,42,50,59,60,68,79],latest:[8,17,18,19,26,51,57,69,83],latter:[47,84],launch:[65,68,83],launcher:15,lawyer:80,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,37,39,40,41,42,46,47,48,49,55,61,64,65,74,75,76,77,79,81,82,83],layer_0:58,layer_attr:[8,55,67],layer_num:[67,77],layer_s:8,layer_typ:8,layerbas:58,layerconfig:58,layergradutil:58,layermap:58,layeroutout:8,layeroutput:9,lbl:[7,76],ld_library_path:[50,63],lead:62,learn:[6,7,8,9,10,12,15,24,26,31,39,40,41,42,49,51,53,55,56,58,59,62,76,77,79,82,83,84],learnabl:14,learning_method:[49,74,76,79,83,84],learning_r:[6,24,40,49,74,76,79,83,84],leas:19,least:[7,8,19,50,80],leav:[2,17,68],lecun:12,left:[8,17,49,60,77],legal:46,leman:84,len:[2,8,24,28,38,58,79,81,82],length:[8,9,12,24,35,42,47,55,65,69,83,84],leq:8,less:[8,15,63,73,84],less_than:15,let02:69,let:[4,7,8,15,17,26,30,31,35,49,59,68,81],level:[6,8,30,35,63,65,75,81,83,84],lgtest:18,lgtest_main:18,lib64:[50,63,65],lib:34,libapi:18,libari:34,libcudnn:50,libjpeg:76,libpaddl:[33,34,42],libpaddle_capi:34,libpaddle_gserv:34,libpaddle_math:34,libpython:50,librari:[8,18,25,34,40,50,51,59,63,65,81],licens:82,life:19,lifecycl:73,lifetim:45,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,37,38,39,40,42,45,47,49,50,55,56,62,63,64,67,68,73,74,77,79,81,83,84],limit:[8,12,42,62,65],line:[1,2,4,7,12,18,22,27,29,31,37,42,49,56,57,61,62,63,67,68,74,76,77,81,82,83,84],linear:8,linearactiv:49,linguist:82,link:[8,9,18,28,29,42,45,50,59,68,73,79,83],linux:[28,50,51,56,68,84],linux_x86_64:44,lipeng:74,lipton:83,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,32,36,38,43,45,49,51,55,56,58,59,63,65,67,68,76,77,79,81,82,83,84],listen:[19,65],literatur:83,littl:[1,2,24,65,79,83],lium:84,live:[51,59],liwicki:83,load:[1,2,4,8,15,19,38,40,49,59,65,68,77,82,83,84],load_featur:77,load_feature_c:77,load_feature_pi:77,load_missing_parameter_strategi:[64,65,67,74,82],load_uniform_data:75,loadparamet:4,loadsave_parameters_in_pserv:[22,64,65],loc:7,local:[6,14,16,17,19,25,26,31,35,42,50,51,56,63,64,65,69,76,83],local_scop:16,localhost:51,localpath:29,locat:[8,14,18,47,55,58,79,82],lock:[18,19,23,24,41],lod:[35,47],lod_level:[38,48],lod_tensor:[35,48],lodtensor:[42,48],lodtesnordesc:48,log:[2,23,29,40,58,63,65,68,69,76,81,82,83,84],log_barrier_abstract:65,log_barrier_lowest_nod:[64,65],log_barrier_show_log:[64,65],log_clip:[64,65],log_error_clip:[64,65],log_period:[65,67,69,75,76,79,81,82,83,84],log_period_serv:[64,65],logarithm:5,logger:2,logic:[2,26,36,40,41,45,59,63],login:51,longer:[19,40,84],look:[2,7,17,27,31,40,49,63,64,68,69,75,79],lookahead:8,lookup:79,loop:[16,17,39,45],loss:[8,58,75,79,83,84],lot:[40,64,73],low:8,low_rnn:35,lower:[8,35,63],lower_level_rnn:35,lowest:65,lpaddle_capi_shar:34,lpaddle_capi_whol:34,lstm:[8,55,69,79],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:79,lstm_step:9,lstmemori:[9,55],lstmemory_group:8,ltr:8,lucki:49,mac:[34,50,51,56],machin:[8,9,12,14,40,41,49,56,58,64,65,67,68,69,73,79,81,83,84],machine_transl:55,maco:56,macro:[30,43,59],made:[2,19,24,49,55,80],mai:[2,8,9,16,17,39,40,41,42,45,51,60,62,68,80],main:[2,4,42,57,68,76,82,83],mainli:[25,59,65],maintain:[8,17,23,38,42,68],majel:18,major:[40,51,75,77,83,84],make:[2,7,8,15,17,18,19,23,24,26,31,35,36,39,40,42,50,51,56,57,58,59,62,63,68,73,76,79,81,83],make_ddim:60,make_function_oper:30,make_vari:46,maker:42,male:80,malloc:58,man:28,manag:[14,19,24,25,29,40,45,48,57,63],manageri:80,mandarin:8,mani:[8,9,18,23,36,42,43,45,46,49,51,56,65,79,80,81,83],manipul:38,mannal:63,manner:8,manual:[40,43,51,73],manufactur:84,manylinux1_x86_64:44,mao:83,map:[2,7,8,12,14,15,17,23,38,43,45,46,47,56,65,73,76,77,81],map_fn:47,map_read:12,mapper:12,mapreduc:15,marcu:83,mark:[2,31,35,41,45,48,55,73,82],mark_slot:82,market:[49,80,83],martha:82,mask:[6,8],master:[15,26,42,44,57,65,83],mastermind:18,mat:[33,34],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,62],matchbox:73,math:[9,33,42,58,59,62],matirx:8,matmul:[17,35,59],matplotlib:76,matric:[4,55,58],matrix:[7,8,9,12,14,22,33,34,58,59,64,67,77,82],matrixptr:58,matrixtyp:34,matter:2,mattyp:22,max:[2,6,8,12,16,38,62,65,67,76,79,81],max_diff:16,max_id:[8,14,79],max_job_id:12,max_length:[8,55],max_movie_id:12,max_relative_error:[16,59],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,79],maxid_evalu:7,maxid_lay:79,maxim:[8,84],maximum:[7,8,12,17,24,55,59,62,65,79,82,83],maxinum:11,maxpool:8,mayb:[8,17,76],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,35,39,40,45,49,55,56,59,62,63,65,67,68,73,74,75,76,77,79,81,82,83,84],mean_img_s:76,mean_meta:77,mean_meta_224:77,mean_valu:77,mean_var_nam:8,meant:47,measur:[49,62],mechan:[8,9,25,43,55,68,83],media:83,meet:82,mem:[8,17,27],member:[12,15,31,36,38,45,59],memcpi:[36,62],memor:83,memori:[1,2,9,17,22,23,27,42,55,56,58,60,62,65,67,69,79,82,83,84],memory_boot:9,memory_nam:8,memory_test:56,memory_threshold_on_load_data:65,mention:[18,23,41,56],mere:9,merg:[8,24,26,35,36,57,65,74,84],mergedict:[74,84],messag:[17,31,37,38,42,43,48,49,57,65,69,81,83,84],meta:[63,76,77,79],meta_config:[63,81],meta_gener:[63,81],meta_path:76,metaclass:59,metadata:[28,68,69],metal:73,metaphor:31,metaplotlib:15,method:[2,8,10,14,16,17,26,31,41,42,45,48,51,58,59,60,62,65,67,79,83,84],might:[8,17,18,37,41,43,51,56,58,68],mileag:62,million:[12,67,80],min:[6,8,38,62,67,68,81],min_block:17,min_count:41,min_desc:17,min_pool_s:2,min_word_freq:12,mind:63,mini:[2,8,12,14,17,19,35],mini_batch:39,minibatch:[8,17,31],minim:[2,10,17,41,42,49,65],minimum:8,minimun:65,minst:2,minu:43,minus_grad:43,minusgradop:43,minusop:43,minusopgradmak:43,minusopprotoandcheckermak:43,minut:[19,26,56,68,84],mirror:[18,51],mislead:24,miss:[65,74,82],mit:68,mix:[9,47,55,82],mixed_lay:[9,82],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,50,51,68],mkl:[42,50],mkl_path:50,mkl_root:50,ml_data:[63,81],mnist:[2,4,21,31,37,39,40,42],mnist_provid:2,mnist_random_image_batch_read:39,mnist_train:[2,39],mnist_train_batch_read:39,mobil:42,mod:82,modal:82,mode:[8,14,57,65,75,76,77,81,83,84],model:[0,1,4,8,9,12,14,17,19,20,31,40,41,42,43,47,57,58,61,65,68,81,82,83],model_config:[4,75],model_list:[65,67,82,83],model_output:83,model_path:67,model_zoo:[74,77],modifi:[4,8,40,55,57,58,59,63,68],modul:[1,2,4,9,12,14,30,49,50,59,76,77,79,82],modulo:8,momentum:[6,45,49,79],momentumoptim:[49,76],mon:69,monitor:[79,83],mono:8,month:[18,79,84],mood:83,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,31,35,38,39,40,41,42,43,47,49,51,55,56,57,58,59,60,62,63,67,69,73,76,79,82,83,84],morin:8,mose:[83,84],moses_bleu:84,mosesdecod:83,most:[2,4,8,12,15,18,26,31,37,39,40,48,49,55,58,62,64,73,81,82,83,84],mostli:[73,76,80],motiv:42,mount:[27,51,68,69],mountpath:[68,69],move:[8,19,23,29,62,68,73,81,83],movement:[62,83],movi:[2,12,83],movie_categori:12,movie_id:81,movie_info:12,movie_review:12,movieid:80,movieinfo:12,movielen:78,moving_average_fract:8,mpi:63,mse:[31,37],much:[8,19,39,62],mul:[30,58,59],mul_grad:59,mul_op:59,mulgradkernel:59,mulit:63,mulkernel:59,mulop:[30,59],mulopgrad:59,mulopmak:59,multi:[8,36,58,64,65,73,77,84],multi_binary_label_cross_entropi:8,multi_crop:77,multigradientmachin:36,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,40,41,42,48,51,55,58,59,65,67,68,75,79,81,83],multipli:[7,8,58,76],multiprocess:12,multithread:2,music:80,must:[2,5,7,8,9,12,24,32,38,39,42,46,50,51,55,57,58,59,60,63,65,67,68,84],mutabl:60,mutable_data:[59,60],mutuable_data:60,mxnet:17,my_cluster_nam:68,my_external_dns_nam:68,mypaddl:69,mysteri:80,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,34,38,42,44,46,48,49,51,55,56,57,58,59,62,63,65,67,69,70,71,73,74,75,76,77,79,81,83,84],name_prefix:21,namespac:[17,33,51,58,59,69],nativ:8,natur:[23,26,41,47,67,82,83],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:79,nearli:16,necessari:[2,8,17,24,26,36,38,46,50,58,63,79,83],necessarili:58,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,36,37,38,40,41,42,43,45,46,49,50,51,55,57,58,59,60,63,64,65,67,68,69,73,75,76,77,79,81,82,83,84],neg:[2,7,8,79,82,83],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:82,neighbor:79,ner:7,nerual:40,nest:[2,8,12,17,37],net:[8,9,17,35,45],net_conf:83,net_diagram:77,netop:[17,42],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,35,39,40,41,45,46,48,49,51,58,59,60,62,63,65,73,74,83,84],network_config:67,networkadministr:68,neural:[2,4,8,9,10,12,14,15,17,19,40,45,48,49,60,62,65,74,75,77,83,84],neuralnetwork:36,neuron:[4,58,79,83],never:[12,39,45,68,69],new_block_idx:38,new_stat:35,newblock:38,newest:24,newli:73,newop:17,newopdesc:38,newprogram:38,newremot:40,newtork:83,newvar:[17,45],newvardesc:38,next:[8,12,19,25,55,57,58,59,62,65,68,69,82,83,84],nfs4:68,nfs:68,nfsver:68,nginx:51,ngram:12,nic:[63,64,65],nil:23,nine:[12,82],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:84,nnz:58,no_cach:2,no_grad_set:[16,59],no_sequ:[2,8,81],noah:83,noavx:51,node:[8,18,26,40,41,42,48,56,58,63,65,68,69,73,83,84],node_0:68,node_1:68,node_2:68,nodefil:63,noir:80,nois:[8,19,75],noise_dim:75,non:[8,19,58,59,65,68],none:[1,2,4,6,7,8,9,10,11,14,15,16,35,38,46,48,49,55,77,79],nonlinear:58,nor:56,norm:[9,75],norm_by_tim:8,normal:[2,4,8,9,12,55,58,63,65,69,74,75,77],normzal:77,north:76,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,39,42,50,51,59,60,62,65,67,68,74,76,81,83],notebook:[27,51],noth:[5,14,45,56,57,65],notic:[55,58],notingradi:59,notori:16,novel:83,now:[2,8,12,18,19,41,42,45,49,51,57,65,68,75,81,82],np_arrai:12,nproc:[50,56],ntst1213:84,ntst14:84,nullptr:[43,45,58],num:[8,9,63,65,79,82,83,84],num_channel:[8,9,76],num_chunk_typ:7,num_class:[8,9,76],num_filt:[8,9],num_flatten_dim:48,num_gradient_serv:[64,65],num_group:8,num_neg_sampl:8,num_p:40,num_parameter_serv:15,num_pass:[14,49,64,65,67,69,79,81,82,83,84],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_train:40,number:[2,7,8,9,12,17,19,21,39,41,42,46,47,49,56,57,58,63,65,68,74,76,77,79,82,83,84],numchunktyp:7,numdevices_:67,numer:59,numeric_grad:16,numerical_grad:16,numlogicaldevices_:67,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,38,39,49,50,59,75,77],numreal:22,numsampl:62,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:56,nv_librari:18,nv_test:18,nvcc:[18,51],nvidia:[50,51,56,62,65],obei:7,obj:[2,49,76,77,79,81],object:[2,4,6,8,9,10,12,14,15,22,33,38,42,45,48,60,62,75,76,77,79,82],observ:[8,10,49,58,62,84],obtain:[26,79,82,83],obvious:18,occup:[80,81],occur:[12,14],occurr:17,oct:69,odd:8,off:[34,51,56,57,73],offer:[4,17,42,46,82],offici:[8,18,51,68,76],offlin:[19,21,73],offset:[8,22,81],often:[22,37,63,79,84],ograd:58,old:[16,24,26,42,51,65],omit:79,on_init:2,on_travisexclud:50,onc:[2,8,19,23,31,40,41,51,58,68,79],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,32,35,36,38,39,40,42,43,45,47,49,51,56,57,58,59,63,65,67,68,69,73,74,75,76,77,79,81,82,83,84],one_host_dens:81,one_hot_dens:81,onehotcrossentropyopkernel:59,ones:[30,42,59],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,35,36,40,41,42,46,47,49,50,55,56,57,58,59,60,62,64,65,67,68,69,73,74,77,79,80,83,84],onlin:[8,10,19,21,39],only_cpu:16,onto:[40,41,68],op_:59,op_check:59,op_class:[42,46],op_maker_class:[42,46],op_proto:46,op_test_util:59,op_typ:42,opattrcheck:59,opcreat:46,opdesc:[17,31,37,38,42,43,46,48],opdescbuild:17,open:[2,8,15,21,39,49,51,68,77,79,82],openbla:50,openblas_path:50,openblas_root:50,oper:[8,9,10,12,16,17,31,32,35,37,40,45,47,48,51,55,58,60,62,65,68,74,76,81],operator_grad:16,operatorbas:[17,30,42,43,46,59],operatorwithkernel:59,opinfo:[42,43],opinfomap:43,opinion:83,opkernel:60,opkernelkei:42,opmak:46,opproto:59,opprotoandcheckermak:[43,59],opprotomak:[46,59],opregist:46,opregistri:46,ops:[16,17,18,31,37,38,42,48,59,73],ops_:17,ops_test:18,opt:[15,46,50],optestmeta:59,optim:[2,6,13,14,16,36,37,38,40,41,42,49,58,62,83],optimize_op_attr:38,option:[2,7,8,15,18,37,46,48,49,56,57,58,63,67,73],optyp:46,order:[2,8,9,12,14,31,39,47,58,65,68,69,73,75,77,79,83,84],ordereddict:14,ordinari:83,oregon:68,org:[7,8,9,12,21,28,50,51,75],organ:[7,8,76,83,84],orient:46,origin:[1,2,8,12,16,45,47,60,75,82,84],other:[2,7,8,9,12,17,19,24,29,35,45,46,50,51,55,56,57,67,68,69,73,74,75,76,77,79,80,82,83,84],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,32,39,55,57,63,67,81,84],our:[15,18,40,41,43,45,47,48,51,55,56,57,58,68,69,74,76,79,82,83,84],out:[8,14,15,17,18,23,26,32,35,38,48,49,55,59,60,62,65,68,69,76,83],out_dir:68,out_left:8,out_mem:55,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:66,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:82,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,35,38,39,40,41,42,45,46,47,48,49,55,56,58,59,60,62,65,67,69,74,75,76,77,79,81,82,83,84],output_:[8,58],output_all_step:35,output_dir:77,output_fil:82,output_id:8,output_lay:[14,77],output_max_index:11,output_mem:[8,55],output_nam:16,output_num:[17,32,35],output_path:21,output_s:48,outputbuff:22,outputh:8,outputw:8,outsid:[2,8,9,45],outter_kwarg:2,outv:58,over:[1,8,9,14,15,57,58,62,79,82,83],overal:73,overcom:83,overhead:62,overlap:[7,8,58],overlap_threshold:[7,8],overrid:[17,19,29,58,59,60],overview:[23,24,25],overwrit:29,own:[24,26,40,46,51,59,63,68],owner:56,pack:51,packag:[2,12,23,27,30,44,51,57,59,68],pad:[9,79],pad_c:8,pad_h:8,pad_w:8,paddelpaddl:37,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,32,33,34,35,36,40,42,46,47,48,49,50,51,52,55,56,57,58,59,61,62,63,65,67,68,73,75,76,79,81,82,83,84],paddle_begin_init_param:24,paddle_dir:59,paddle_element_typ:24,paddle_element_type_float32:24,paddle_element_type_float64:24,paddle_element_type_int32:24,paddle_element_type_int64:24,paddle_element_type_uint32:24,paddle_element_type_uint64:24,paddle_enforc:17,paddle_enforce_eq:[59,60],paddle_error:[33,34],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[33,34],paddle_matrix_cr:34,paddle_matrix_get_shap:33,paddle_matrix_shap:33,paddle_n:63,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:69,paddle_paramet:24,paddle_port:63,paddle_ports_num:63,paddle_ports_num_for_spars:63,paddle_pserver2:63,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:74,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:74,paddle_train:[34,44,63],paddledev:[68,69],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,35,36,37,38,39,42,45,48,49,50,55,57,58,59,61,62,63,70,71,73,77,79,81,82,83],paddlepadl:2,paddpepaddl:2,page:[57,68,81],pai:51,pair:[7,8,17,31,40,42,82],pakcag:18,palceholder_just_ignore_the_embed:74,palmer:82,paper:[8,74,75,77,82,83,84],para:22,paraconvert:74,paradigm:42,paragraph:[35,83],paragraph_data:35,paragraph_out:35,parallel:[40,41,42,56,62,65,67,68,69,84],parallel_nn:[6,64,65],param:[6,8,9,12,16,17,24,36,60],param_attr:[8,9,22,49,55],param_config_proto:24,paramattr:[6,8,49,55],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,35,37,39,40,45,46,49,58,60,61,67,75,76,79,81,82,83,84],parameter_attribut:8,parameter_block_s:[64,65],parameter_block_size_for_spars:[64,65],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:58,parametermutex_:22,parameters_:58,parameterserver2:22,parameterset:15,parameterupdat:36,parameterupdater_:22,parametris:10,paramt:[68,74],paramutil:81,paraphras:84,paraphrase_data:74,paraphrase_model:74,paraspars:58,parent:[17,37,38,42,58],parent_:[17,45],parent_idx:38,parenthes:42,pars:[4,12,18,56,67,68,75,81,82],parse_config:[4,75],parser:81,part:[2,7,8,17,26,38,49,55,57,58,62,73,75,79,81,82,83,84],parti:[56,62,81],partial:[8,14,75],partial_sum:8,particip:59,participl:74,particular:[31,42,62],partit:[19,21,40,41,42,68],pass:[2,8,14,17,19,36,39,42,45,48,49,57,58,62,63,65,68,69,75,76,79,81,82,83,84],pass_id:14,pass_idx:39,pass_test:75,passtyp:58,password:63,past:[15,51,68],patch:28,path:[1,2,7,12,14,19,23,24,27,39,49,50,63,65,67,68,69,74,76,77,79,82,83,84],pattern:[12,19,33,49,68,83],paul:82,paus:[19,26],pave:84,pdf:[8,9],pem:[15,21,68],pend:[19,23],penn:82,peopl:56,per:[7,8,12,19,24,39,59,65,76,79],perfom:[65,67],perform:[1,8,16,24,36,42,49,55,56,58,59,61,63,64,75,76,79,83,84],period:[1,19,26,65,79,81,82,83,84],perl:[83,84],permiss:68,peroid:8,persist:68,persistentvolum:68,persistentvolumeclaim:68,person:[7,15],perspect:[42,62],perturb:[16,58],pex:73,pfs:[21,29],pfsclient:21,pfspath:29,pgp:68,phase:[49,73],photo:76,physic:73,pick:[2,68],pickl:81,pictur:79,piec:[8,9,49,60],pillow:[27,76],pip:[44,50,57,63,76,81],pipe:80,pipelin:82,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,40,41,42,58,59,60,62,63,77,84],placehold:[49,60,74],placement:41,plai:[82,83],plain:[1,7,8,27,34],plan:[19,42,58],platform:[17,49,59,60,68],pleas:[2,4,6,8,9,10,15,19,23,24,25,35,38,39,40,42,50,51,52,55,56,57,58,59,60,68,74,76,79,81,82],plot:[15,76],plotcurv:76,plu:[8,16],pne:59,png:[76,77],pnpairvalidationlay:65,pnpairvalidationpredict_fil:64,pod:[21,27,68,69],pod_nam:68,point:[17,19,27,49,56,59,60,62,73],pointer:[17,24,38,42,45,60],polar:[12,83],polici:68,polit:83,poll:83,pollut:26,poo:76,pool3:58,pool:[2,9,13,76,79,81],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:[9,79],pooling_typ:[8,79],poolingtyp:11,pop:17,popul:24,popular:[18,49,77],port:[18,51,63,64,65,68,69],port_num:64,ports_num:65,ports_num_for_spars:[22,64,65,67],pos:[81,83],pose:19,posit:[2,7,8,9,79,82,83,84],positive_label:7,possibl:[15,17,23,38,41,62,75],post1:50,post:[27,28],potenti:[42,62],power:[60,73,79,84],practic:[8,49,55,58],pre:[2,8,9,12,15,17,24,51,68,69,74,76,82,83,84],pre_dictandmodel:74,pre_stat:35,preambl:38,precis:[7,50],precision_evalu:7,pred:[79,82],predefin:83,predetermin:[8,65,84],predic:[12,82],predicate_dict:82,predicate_dict_fil:82,predicate_slot:82,predict:[2,3,7,8,10,14,40,49,55,63,65,74,79,84],predict_fil:65,predict_lay:14,predict_output_dir:[64,65,79],predict_sampl:4,predicted_label_id:79,prediction1:14,prediction2:14,predictor:81,predin:76,prefer:83,prefetch:[22,58],prefix:[7,19,21,59,68],pregrad:58,preinstal:50,premodel:74,prepand:38,prepand_oper:38,prepar:[4,16,27,36,55,70,79],prepend:38,prepend_oper:38,preprcess:83,preprocess:[12,47,63,69,83],prerequisit:50,present:[15,17,57,77,82,84],preserv:29,pretti:49,prev_batch_st:[64,65],prevent:[1,10,15,19,23,26],preview:42,previou:[8,9,14,19,29,35,41,58,65,68,82,84],previous:[8,69,77],price:[12,42,49],primari:31,primarili:83,primit:47,principl:[15,18],print:[6,14,15,17,40,48,49,65,74,79,81,82,83,84],print_arrai:17,printallstatu:62,printer:7,printstatu:62,priorbox:8,prioriti:42,prite:7,privat:[17,34,45,46,57,60],privileg:[56,68],prob:[7,14,75],probabilist:[8,74],probability_of_label_0:79,probability_of_label_1:79,probabl:[7,8,14,55,77,79,82],problem:[4,8,10,15,16,18,26,31,42,56,57,79,82,83],proc:51,proc_from_raw_data:79,proce:[12,19,39,68],procedur:[17,60,74,82,84],proceed:[8,82],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,40,46,49,51,55,63,65,67,68,69,74,76,77,79,81,82,83,84],process_num:12,process_pr:79,processdata:[76,77],processor:62,prod:[48,51,57],produc:[8,9,12,19,32,39,48,51,77,79],product:[8,27,51,57,58,68,79,83],productgraph:69,profil:[29,50],proflier:62,program:[1,12,15,21,24,26,31,37,39,40,42,45,51,57,62,63,65],programdesc:38,programm:[38,40,43,80],progress:[19,23,65],proivid:2,proj:8,project:[8,9,27,34,50,55,58,59,81],promis:[8,9],prompt:29,prone:15,prop:82,propag:[10,59,65,67],properli:[56,79],properti:[2,37,65],propos:[17,41,47,84],proposit:82,protect:[46,58,59],proto:[11,38,42,46,48,59],proto_:46,protobuf:[14,17,27,31,37,38,42,43,46,50],protocol:[7,65,73],prove:79,proven:84,provid:[8,12,15,17,24,27,46,47,49,51,60,62,63,68,73,74,75,76,77,80,83],providermemory_threshold_on_load_data:64,provis:[68,73],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,42,63,64,65,68],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,64,65],pserver_spec:14,pserverstart_pserv:64,pseudo:[15,27,43],psize:58,ptr:34,pull:[18,42,44,51,74,84],punctuat:83,purchas:79,purpos:[8,19,40,41,62],push:17,push_back:58,put:[18,19,22,38,41,48,51,58,63,69,79],pvc:68,pwd:[51,56,57],pxe:73,py_paddl:[4,75],pybind:17,pydataprovid:[1,2,79],pydataprovider2:[3,4,49,79,81,83],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,33,36,37,42,44,49,50,55,56,57,63,74,75,76,82,83,84],pythonpath:76,pzo:83,qualifi:50,qualiti:79,queri:[8,68,84],question:[8,15,41,46,68,82],queue:41,quick:[65,69,78,84],quick_start:[27,68,69,70,79],quick_start_data:69,quickli:[42,49],quickstart:69,quit:62,quot:80,r_t:8,rac:8,rais:12,ramnath:83,ran:[41,62],rand:[62,65,67,75,82],random:[2,6,8,12,21,36,39,49,59,65,75,76,82],random_imag:21,random_uniform:48,randomli:[26,83],randomnumberse:64,rang:[2,8,12,21,39,40,46,65,67,76,80,82],rank:[8,15,47,60,68,77,79],rare:2,rate:[6,7,9,10,12,24,58,63,76,79,81,83,84],rather:[4,27,68,83],ratio:[8,65],raw:[8,49,79,83],raw_meta:81,rdma:[50,65],rdma_tcp:[64,65],reach:[19,62,82],read:[1,2,12,14,15,19,21,39,40,41,42,49,55,56,57,63,68,73,77,79,81],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:42,reader:[0,14,21,31,37,38,40,84],reader_cr:21,reader_creator_bool:39,reader_creator_random_imag:[12,39],reader_creator_random_image_and_label:[12,39],readi:[19,49,68,69,73,76],readlockguard:22,readm:[34,57,80,81,83],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:68,real:[2,8,22,39,49,75],realist:15,realiz:[17,35],reaon:48,reason:[9,15,16,19,51,69],recal:7,receiv:[19,27,41],recent:84,reciev:65,recogn:76,recognit:[2,8,77,83],recommand:2,recommend:[1,9,15,51,55,58,63,65,81],recommonmark:50,recompil:62,record:[12,23,46,48,57,68,82],recordio:[12,15,21,23,40],recov:[19,47,49,75],recover:42,recoveri:23,rectangular:8,rectifi:8,recurr:[45,82,83],recurrent_group:[9,55],recurrent_lay:9,recurrentgradientmachin:[34,47],recurrentgroup:7,recurrentlay:65,recurs:[17,18,29,42],recv:[40,41,68],recvparametertyp:22,reduc:[10,41,42,63,65,67],reduce_by_kei:42,refactor:[31,36,38,40,41,47],refer:[1,4,6,8,9,10,16,17,19,23,24,25,35,38,42,45,55,56,57,58,59,60,63,69,74,76,79,81,84],referenc:[8,23],reflect:23,refrain:59,reg:46,regard:[73,82],regardless:84,regex:81,region:[8,45,62,82],regist:[43,58,62],register_gpu_profil:62,register_lay:58,register_op:[30,42,43,46,59],register_op_cpu_kernel:59,register_op_gpu_kernel:59,register_op_without_gradi:[42,59],register_oper:43,register_tim:22,register_timer_info:62,registerop:46,registr:59,registri:[27,51,69,73],regress:[8,78],regular:[6,58,68,76,79,83],rel:[1,9,16,26,59,63],relat:[2,19,26,27,37,45,48,51,69,73,83],relationship:[43,49,75],releas:[44,50,51,68,80,82],relev:[59,82,84],reli:[16,50,59],reliabl:19,relu:[8,58],remain:79,rememb:8,remot:[6,18,22,42,57,58,63,65,67,68],remoteparameterupdat:[22,25,65],remov:[12,29,57,63,65,83],renam:[29,84],reorgan:8,repeat:[17,31,37,46,48],repeatedli:31,replac:[18,23,43,51,83],replic:40,replicaset:27,repo:18,report:[23,40,62,63],reportdataset:23,repositori:[8,57],repres:[2,4,8,9,17,23,37,38,41,42,47,48,55,58,68,76,79,80],represent:[8,24,31,40,79,83],reproduc:[56,84],request:[18,19,22,26,40,42,44,68,69,73,74,84],requir:[1,7,8,15,19,24,26,27,29,35,37,40,41,42,46,48,56,58,59,63,68,69,73,75,76,79,81],res5_3_branch2c_bn:77,res5_3_branch2c_conv:77,res:82,research:[12,40,76,80,83],resembl:83,reserv:[2,29],reserveoutput:58,reset:[8,19],reshap:[16,39,43,60],reshape_s:8,resid:56,residu:77,resiz:[22,59,60],resnet:78,resnet_101:77,resnet_152:77,resnet_50:77,resolv:[18,57,69],resourc:[51,68],respect:[2,16,35,49,55,58,65,76,77,82,84],respons:[8,22,36,68,69],rest:[2,8,17,27,28,49,73],restart:[19,24,68,69,73],restartpolici:[68,69],restor:16,restrict:[45,65],resu:39,result:[4,5,7,8,14,16,23,31,36,40,59,60,62,65,68,76,77,79,81,82,83],result_fil:7,resum:26,retain:60,retir:80,retran:68,retriev:[17,45,56,58,69],return_seq:9,reuqest:44,reus:[17,26,39,42,58,59],rev:56,reveal:15,revers:[8,9,55,82,83],review:[12,57,69,79,83],reviews_electronics_5:69,revis:79,rewrit:[18,59,84],rgb:8,rgen:83,rho:10,rich:49,right:[2,8,16,17,18,27,42,77],rkt:[27,56],rmsprop:79,rnn:[8,9,17,38,42,45,47,61,64,79,83],rnn_bias_attr:55,rnn_layer_attr:55,rnn_out:55,rnn_output:47,rnn_step:8,rnn_use_batch:[64,65],rnnlm:12,rnnstep:47,robot:76,robust:8,role:[12,15,23,24,40,68,78,83],rollback:38,roman:83,romanc:80,root:[10,11,63,68,69],root_dir:63,rot:8,roughli:[2,75],routledg:83,row:[4,7,8,12,22,58,77],row_id:8,rpc:23,rpcserver:23,rsize:68,rtk:73,rtype:[8,12],rule:[7,31,40,58,68],run:[15,16,17,18,19,27,30,31,35,37,40,41,42,45,48,51,57,58,60,61,62,65,68,70,71,73,74,76,77,79,81,83,84],runinitfunct:62,runnabl:41,running_on_cloud:27,runtim:[1,2,17,35,42,48,50,51,63],runtime_table_:17,s_param:75,s_recurrent_group:55,sacrif:1,safe:27,sai:[8,31,49,56,65,67],sake:58,sale:80,same:[2,4,7,8,9,14,15,16,23,24,26,30,35,40,42,43,45,55,59,60,63,67,68,74,79,81,82,83,84],samping_id:8,sampl:[2,4,7,12,46,63,65,67,74,75,77,79,81,82,83,84],sample_dim:75,sample_id:7,sample_num:7,santiago:83,satifi:7,satisfi:[18,63,68,79],save:[2,8,12,14,19,21,23,24,27,31,40,48,49,56,65,67,68,69,76,77,79,81,82,83,84],save_dir:[49,65,67,69,75,76,79,81,82,83,84],save_only_on:[64,65],saving_period:[64,65],saving_period_by_batch:[64,65,67,79],saw:2,scalabl:42,scalar:[2,8,17],scale:[5,40,41,46,59,77,80],scaleop:59,scaleopmak:[42,59],scalingproject:8,scan:[23,42],scatter:8,scenario:[49,64],scene:64,schdule:68,schedul:[23,27,41,68,75],scheduler_factor:6,schema:74,scheme:[7,22,59,82],schmidhub:83,schwenk:84,sci:80,scienc:83,scientist:80,scope:[16,38],score:[7,8,81,83,84],screen:81,scrip:79,script:[4,12,56,59,63,68,76,77,79,82,83,84],seaplane_s_000978:76,search:[8,19,45,50,55,65,82,84],seat:84,second:[2,8,15,29,35,39,45,46,49,51,59,63,74,77,79,80,83],secret:68,section:[2,38,41,55,58,63,68,79],sed:83,see:[2,4,8,9,15,19,38,40,49,51,57,59,60,62,68,74,75,77,79,81,83,84],seed:[62,65],seem:18,seen:59,segment:[7,35,47,60],segmentor:74,sel_fc:8,selcet:8,select:[8,57,68,80,84],selected_indic:8,selectiv:8,selector:69,self:[16,38,48,49,58,59,80,83],selfnorm:8,semant:[12,15,44,78,83],semat:15,sen_len:82,send:[19,24,40,41,42,46,48,65,68],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,40,42,46,69],sentenc:[2,8,12,35,47,55,79,82,83,84],sentence_input:47,sentiment:[2,49,78,79,82],sentiment_data:83,sentiment_net:83,sentimental_provid:2,separ:[2,7,24,30,43,65,74,79,80,81,82,84],seq:[8,12,81],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[74,84],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,74,84],seqtoseq_net:[8,74,84],sequel:2,sequenc:[2,5,7,8,9,11,12,17,31,47,58,74,79,81,82,83,84],sequence_conv_pool:79,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,55,79,82],seri:[9,83],serial:[2,14,17,23,36,42,48],serv:[40,42,47,51,62,68,75],server:[15,18,22,25,26,40,42,51,58,63,64,73],serverless:19,servic:[51,73,80],session:[51,62],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,35,38,42,45,47,49,50,51,55,56,58,59,60,61,62,63,64,65,67,68,69,74,76,77,79,80,81,82,83,84],set_active_typ:58,set_default_parameter_nam:6,set_drop_r:58,set_float_el:16,set_input:[8,17],set_output:[17,32],set_siz:58,set_typ:58,setdefault:59,setp:68,setq:56,settup:58,setup:[2,44,51,58,59,73,79],sever:[2,7,8,16,22,35,36,63,67,68,78,79,81,82,83,84],sexstant:73,sgd:[10,14,15,19,27,36,40,41,63,75,83,84],sgdasync_count:64,shall:18,shallow:82,shape:[8,12,14,16,17,35,38,42,59,60,77],shard:[19,20,21,22,23,24,26,40,41,68],share:[8,18,34,36,42,47,50,51,56,59,62,65,69,82],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[33,34,45,60],shell:[68,77],shift:77,ship:76,shold:83,shop:83,shorten:8,shorter:77,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,32,35,36,37,39,40,42,43,46,47,49,55,57,59,63,68,76,79,81,82,83,84],should_be_fals:15,should_be_tru:15,should_shuffl:[2,82],show:[4,7,10,17,19,29,35,47,49,56,60,65,68,69,74,77,79,81,82,83,84],show_check_sparse_distribution_log:[64,65],show_layer_stat:[64,65],show_parameter_stats_period:[64,65,67,69,79,82,83,84],shown:[2,8,15,40,55,58,60,62,68,75,76,77,79,81,83,84],shrink:58,shuf:81,shuffl:[2,12,81,83],sid:68,side:[8,14,36,60,77],sig:68,sigint:63,sigmod:46,sigmod_op:46,sigmod_output:46,sigmoid:[8,17,46,58],sigmoidactiv:9,sign:[28,68],signal:63,signatur:68,signific:62,similar:[8,39,41,42,47,59,68,73,79,81],similarli:[8,12,59,82],simpl:[1,2,5,7,8,9,12,14,31,41,45,46,50,51,57,62,65,79,81,82,83],simple_attent:55,simple_gru:[55,79],simple_lstm:[8,79],simple_rnn:[8,55],simpler:36,simplest:68,simpli:[1,8,15,24,35,50,51,55,62,74,77,81,83,84],simplifi:[15,38,46,58,69],simultan:68,sinc:[8,19,23,25,26,39,40,48,49,51,60,62,68,73,75,79,80,84],sincer:[57,83],singl:[2,7,9,12,19,40,41,42,45,51,58,63,69,77,79,82,84],sinlg:14,site:[18,68],six:[74,82,84],size:[2,7,8,9,10,12,14,19,21,22,24,38,39,40,46,49,55,58,59,60,63,65,75,76,77,79,80,82,83,84],size_a:8,size_b:8,size_t:[22,58],sizeof:[17,74],skill:84,skip:[39,49,57,63,68,77],sliceproject:8,slide:[8,10,12,19],slightli:76,slope:8,slopeinterceptlay:8,slot:[81,82],slow:[2,62],slowli:56,small:[2,12,16,58,63,65,76,84],small_messag:[64,65],small_vgg:76,smaller:[8,16,19],smart:45,smartli:8,smith:83,smooth:8,snap:69,snapshot:[20,26,68],snippet:[30,55,58,62,68,79],social:83,sock:27,sock_recv_buf_s:[64,65],sock_send_buf_s:[64,65],socket:65,softmax:[8,9,15,17,32,40,41,55,58,74,79,82,83],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:79,softwar:[51,62,73],solut:[37,73],solv:[15,40,42,82],solver:84,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,35,37,38,40,41,42,45,47,48,49,50,57,58,59,60,62,64,65,67,68,73,75,79,80,81,82,83,84],some_c_api_funct:34,some_inst:34,some_op:35,some_other_valu:17,some_python_class:33,some_valu:17,somecppclass:33,somedata:14,somegotyp:33,someth:[2,8,22,38,56],sometim:[8,10,39,56,62,83],somewhat:24,somewher:45,soon:19,sophist:[49,58,63],sort:[8,12,47,65,68,81,83,84],sourc:[8,12,16,18,29,34,39,42,49,51,55,57,61,68,69,74,79,81,84],source_dict_dim:55,source_language_word:55,space:[7,8,38,41,51,55,56,62],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,58,60,63,65,68,79],sparse_binary_vector:[2,12,79],sparse_binary_vector_sequ:12,sparse_float_vector:2,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparse_vector:12,sparse_vector_sequ:12,sparseparam:58,sparseprefetchrowcpumatrix:58,spatial:[8,76],speak:[55,84],spec:[68,69],specfii:65,speci:76,special:[8,24,32,38,40,50,59,74,79,84],specif:[1,14,18,19,29,42,45,56,59,67,76,79,81],specifi:[1,2,7,8,15,16,22,23,24,27,29,38,40,45,46,49,50,55,56,58,60,65,68,75,76,77,79,80,81,83,84],speech:8,speed:[9,51,73],spefici:77,sphinx:[33,50,51],sphinx_rtd_them:50,split:[2,8,26,42,47,63,67,68,74,77,79,82],split_count:68,sql:1,sqrt:8,squar:[8,10,11,49],square_error_cost:49,squarerootnpool:8,squash:84,srand:65,src:[18,84],src_backward:55,src_embed:55,src_forward:55,src_root:4,src_word_id:55,srl:[12,82],ssd:8,ssh:[51,63,68,69],sshd:51,ssl:50,sstabl:15,stabil:[16,59],stabl:[44,68],stack:[42,49,68,79,82],stacked_lstm_net:83,stacked_num:83,stackexchang:8,stage:[18,25,48,57,63],stake:84,stale:19,stamp:62,standard:[6,42,56,74,76,82,83,84],stanford:[12,16,69],star:[18,80],start:[8,9,14,18,19,22,23,24,26,27,36,40,49,51,55,56,62,63,65,72,74,78,81,84],start_pass:[64,65],start_po:8,start_pserv:65,startup:[19,27,68],stat:[50,62,65,82,83,84],state:[8,9,19,35,45,47,49,55,65,69,75,82,84],state_act:[8,9],statement:[31,58,68],static_cast:60,staticinput:[8,55],statist:[8,65,79,82,83,84],statset:62,statu:[27,57,62,68,69],status:69,std:[14,18,22,33,34,42,43,45,46,58,59,60,65],stderr:63,stdout:63,step:[4,8,9,11,16,17,19,24,31,36,38,40,41,42,46,47,51,55,57,58,62,63,68,69,73,79,81,82,83,84],step_input:47,step_net:17,step_output:47,step_scop:42,stepnet:[17,35,42,45],still:[23,26,40,43,60,77],stirng:38,stmt1482205552000:68,stmt1482205746000:68,stochast:[10,19,23,26],stock:83,stop:[8,51,56,63,65,69,81],storag:[28,50,68,69,76],store:[7,8,12,14,16,17,18,22,36,40,42,43,45,47,58,59,60,63,65,68,69,74,76,77,79,81,82,83,84],str:[14,27,67],strategi:[2,11,19,41,65,82],street:[8,82],strength:75,strict:39,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,38,42,43,45,46,48,58,59,65,68,83],strip:[79,82],struct:[23,24,28,34,43,46],structur:[17,23,37,42,63,68,74,76,79,81,82,83,84],sts:68,student:80,stuff:[17,57],stun:2,style:[2,8,42,46,50,57],sub:[7,8,12,15,26,35,36,38,40,55,58,76,79,84],sub_nest_seq:8,sub_sequ:[2,8],subclass:38,subcommand:29,subgradi:10,subgraph:41,submiss:40,submit:[42,57,64,65,68],subnet0:68,subnet:[15,68],subobjectpath:69,subsequ:8,subsequenceinput:8,subset:[58,84],substanti:77,substitut:84,succe:83,succeed:[23,69],success:[8,24,68,69,77,82],successfulcr:69,successfuli:83,successfulli:[59,77,81,83],successor:[65,84],sucessfulli:84,sudo:[50,56,68,76],suffer:16,suffic:[39,49],suffici:65,suffix:[27,84],suggest:[8,18,62],suit:73,suitabl:[57,65,76],sum:[8,10,17,20,55,58],sum_:8,summar:[79,83],sumopgradmak:43,sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,36,39,40,41,42,43,50,51,55,56,57,58,59,60,62,65,68,73,82],suppos:[18,30,49,58,79],suppress:[8,29],sure:[42,56,57,58,68,76,83],surpass:8,survei:83,svs:46,swagger:28,swap_channel:77,swig:[4,25,33,34,50],swig_paddl:[4,75],switchop:17,symbol:[8,17,34],symbols_ready_:17,symbolt:[17,42],symlink:57,sync:[19,57,65,75],syncflag:58,synchron:[10,19,23,63,65,68],syntact:82,syntax:[39,81],synthect:49,synthes:75,synthet:49,sys:77,system:[17,18,19,24,26,28,30,40,41,50,51,59,63,69,79,82,83,84],t2b:74,tab:[51,79],tabl:[2,7,8,17,48,77,79,84],tableproject:8,tag:[7,12,51,55],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,37,38,42,43,47,48,55,56,58,59,62,68,69,75,82,84],taken:[2,47,82],talk:24,tanh:[8,9,40,55,58],tanhactiv:9,taobao:83,tar:[14,50,68],tarbal:68,target:[8,12,14,17,18,40,42,48,55,57,59,74,79,84],target_dict_dim:55,target_dictionary_dim:8,target_language_embed:8,target_language_word:55,target_link_librari:18,targetinlink:8,task:[2,7,8,40,46,49,55,67,74,77,82,83,84],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:83,tcp:[65,68],teach:79,tear:62,technic:19,technician:80,techniqu:[55,58],technolog:56,tee:[69,76,82,83,84],tell:[19,23,24,46,51,62,81],tellig:83,templat:[30,46,59,60,69,73,82],tempor:[8,79,82],temporari:27,ten:56,tensor:[16,17,18,35,41,47,48,59],tensor_desc:48,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorflow:[17,40,41,47,60],term:[8,9,19,82,83],termin:69,terminolog:49,tese:1,tesh:82,tessorarrai:47,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,34,39,44,50,51,60,61,62,63,64,74,76,77,79,80,84],test_:59,test_all_data_in_one_period:[69,76,81,82,83],test_check_grad_ingore_i:59,test_check_grad_ingore_x:59,test_check_grad_norm:59,test_data:84,test_fcgrad:58,test_gpuprofil:62,test_layergrad:58,test_list:[2,49,76,79],test_mul_op:59,test_norm:59,test_part_000:83,test_pass:[64,65,67,84],test_period:[64,65,67],test_ratio:81,test_wait:[64,65],testa:15,testb:15,testbilinearfwdbwd:62,testcas:59,testconfig:58,tester:[81,84],testfcgrad:58,testfclay:58,testlayergrad:58,testmodel_list:64,testmulgradop:59,testmulop:59,testq:15,testresult:14,testsave_dir:64,testutil:58,text1:29,text:[1,2,7,9,12,15,35,51,68,74,78,79,81,83],text_conv:79,text_conv_pool:81,text_fil:[12,83],tflop:62,tftp:73,tgz:[12,50],than:[2,4,6,7,8,9,19,27,30,38,42,43,47,50,51,55,56,58,63,68,73,77,82,83,84],thank:[74,84],the_current_program:38,thei:[2,8,15,18,19,24,26,29,31,41,42,46,49,51,55,56,58,59,60,62,63,64,68,77,83],them:[1,2,7,8,9,15,16,18,19,22,27,30,39,41,42,43,45,46,48,49,51,56,59,62,64,65,68,76,77,79,81,83,84],themselv:18,theori:62,therefor:50,therein:[8,17],therun:77,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,35,36,37,38,39,40,41,42,46,47,48,49,50,51,55,56,57,58,59,60,62,63,65,67,68,69,73,74,75,76,77,79,80,81,82,83,84],thing:[2,49,57,62,81,82],think:[15,18],third:[8,19,59,62,77,83],third_parti:8,thirt:56,those:[17,18,19,30,31,38,77,82],though:73,thought:[18,62],thread:[58,62,65,67,81,82,83,84],thread_local_rand_use_global_se:[64,65],threadid:67,threadloc:62,three:[2,7,8,16,19,31,36,39,49,65,75,77,83,84],threshold:[6,7,8,19,23,65,83],thriller:80,through:[4,8,18,19,23,25,32,55,58,59,62,63,74,75,76,83,84],throughout:79,throughput:62,thrust:42,thu:[2,8,26,49,58,68,84],tier:69,tight:50,time:[2,8,9,11,12,15,16,18,19,23,26,30,35,38,39,40,41,42,43,46,47,48,49,55,56,60,62,65,67,69,73,79,80,82,83,84],timelin:[8,42,62],timeo:68,timeout:[19,23],timeout_sec:12,timer:50,timestamp:[8,20,80],timestep:[2,8,45],titil:81,titl:[12,80,81],tls:28,tmall:83,to_no_sequ:8,to_proto:48,to_sequ:8,todo:[7,10,12,17,19,23,26,46],toend:8,togeth:[2,8,9,12,14,47,55],token:[7,8,15,55,74,83,84],toler:[14,16,59],too:[12,16,40,51],took:73,tool:[51,55,56,57,68,83],toolchain:50,toolkit:50,top:[7,14,35,59,77,82],top_k:7,top_level_rnn:35,toplevel:56,topolog:[15,19,36,40],topolopi:14,torch:17,toronto:[12,76],total:[14,19,39,41,62,63,69,73,74,84],total_pass:39,touch:83,tourism:83,tourist:84,toward:49,tra:84,trace:[17,37,48],track:[19,23,38,57],tractabl:8,tradesman:80,tradit:[8,17],traffic:40,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,36,37,42,48,55,58,61,62,64,70,71,77],train_conf:[74,84],train_config_dir:68,train_data:84,train_id:68,train_list:[2,49,76,77,79],train_part_000:83,trainabl:[8,38],traindot_period:64,trainer:[2,4,15,20,21,22,23,25,36,40,41,42,49,58,63,65,67,75,79,82,83,84],trainer_config:[1,2,49,63,68,69,79,81,83],trainer_config_help:[2,49,58,76,79],trainer_count:[64,65,67,68,69,81,82,83,84],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[65,68],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[79,81,84],training_machin:75,trainingtest_period:64,trainonebatch:22,trainonedatabatch:75,tran:[58,65],trane:2,transact:[19,23,83],transfer:[1,2],transform:[8,42,55,58,60,75,76,79,82],transform_param_attr:9,translat:[8,9,49,74,81,83,84],transpar:63,transport:65,transpos:[8,58,75],transposedfullmatrixproject:8,travel:2,travers:31,travi:[50,57],treat:[8,24],treatment:24,tree:[8,17,65,84],trg:84,trg_embed:55,triain:1,tricki:33,trigger:[26,36],trim:8,trivial:2,trn:79,truck:76,true_block:[17,32],true_imag:39,true_label:39,true_read:39,truth:[7,8,79,84],tst:79,tune:[6,8,61,79,81,84],tuninglog_barrier_abstract:64,tupl:[2,8,9,12,14,38,39],ture:8,turn:[8,38,39,75],tutori:[51,55,57,58,59,62,63,68,69,70,71,77,79],tweet:83,twelv:84,twice:41,twine:44,twitter:83,two:[1,2,7,8,9,15,17,24,25,26,27,29,31,39,40,43,45,46,47,48,49,51,55,59,60,62,63,67,68,74,75,76,77,79,81,82,83,84],txt:[2,18,27,29,58,63,68,79,81,83],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,33,34,35,37,38,39,42,43,46,48,49,51,55,56,58,60,65,67,68,69,76,77,79,81,82],type_nam:46,typedef:[24,33,34],typeid:46,typenam:[30,46,59,60],typic:[4,7,40,51,62,83],ubuntu:44,ubyt:39,uci:12,ufldl:8,uid:69,uint32:28,uint64:33,uint64_t:33,unawar:24,unbalanc:65,unbound:55,unclear:26,unconstrain:83,under:[18,23,41,49,50,51,60,68,80,83],underli:49,understand:[51,62,73,74,76,83],understand_senti:55,understudi:84,undeterminist:62,unemploi:80,unexist:82,unidirect:8,uniform:[6,8,12,21,39,65,75],uniform_random:38,uniqu:[15,17,19,26,27,45,59,65,68],unique_name_gener:38,unique_ptr:[45,58],unit:[8,9,18,49,50,51,55,57,60,61,82],unittest:[34,59],unittestcheckgrad_ep:64,univ:84,unix:63,unk:[48,74,84],unk_idx:[79,82],unknown:8,unlabel:83,unlik:[8,59,82,83,84],unordered_map:45,unrol:35,unseg:8,unsign:24,unsup:83,unsupbow:83,unsupport:59,until:[19,24,41,45,63,68,82],untrack:57,unzip:81,updat:[6,8,10,17,19,23,24,28,35,36,40,45,50,57,58,63,65,67,83],update_equ:14,update_hook:6,updatecallback:58,updatestack:68,upload:[19,27,28,44],upon:[19,82],upper:8,upstream:57,uri:68,url:[12,83],urls_neg:83,urls_po:83,urls_unsup:83,usag:[1,2,7,8,9,14,36,49,59,62,74,75],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,35,36,40,41,45,46,48,49,50,51,52,55,56,57,58,59,62,63,65,67,68,69,74,75,76,77,79,80,81,82,83,84],use_etcd:14,use_global_stat:8,use_gpu:[64,65,67,69,75,76,77,79,81,82,83,84],use_jpeg:76,use_old_updat:[22,64,65],use_seq:[49,81],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,35,36,38,39,40,42,45,46,47,48,49,52,55,56,58,59,60,62,63,64,65,67,68,74,76,77,79,81,82,83,84],useful:[1,2,8,9,16,45,55,58,67,79,82,83],usegpu:[58,75],useless:63,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,38,39,40,41,42,43,45,46,49,51,63,64,65,68,73,77,79,82],user_id:81,user_info:12,user_nam:21,usercert:21,userid:80,userinfo:12,userkei:21,usernam:[21,57],uses:[2,19,26,36,40,55,56,57,58,60,65,68,76,77,79,81,84],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,35,39,40,43,45,46,49,51,55,56,57,58,59,60,62,65,67,68,69,74,75,76,77,79,82,83],usr:[50,63,65,68],usrdict:74,usrmodel:74,usual:[8,14,27,49,50,59,62,65,67,68,83],utf:74,util:[4,50,55,58,59,62,73,76,81,83],uuid:[20,26],v28:8,valid:[8,39,42,45,59,68,77,83],valu:[2,4,6,7,8,10,11,12,14,16,17,19,32,35,36,37,40,42,45,46,48,49,55,58,59,65,67,68,75,76,77,82,83],value1:65,value2:65,value_evalu:7,value_rang:12,vanilla:55,vanish:83,var1:48,var2:48,varabl:41,varaibl:17,vardesc:[17,31,37,38,42],vardescbuild:17,vari:[62,68],variabl:[2,8,12,15,16,17,31,32,35,40,41,46,49,50,58,59,63,68,69,83],variable_nam:42,variablenamemap:59,varianc:[8,77],variant:[8,47,51],varient:47,variou:17,varproto:46,vars_:[17,45],vector:[2,8,9,12,15,17,22,24,32,35,38,42,43,55,58,60,74,79,81,83,84],vectorenable_parallel_vector:64,vendor:18,verb:[12,82],verbos:29,veri:[2,8,11,18,23,30,36,41,45,55,62,76,79,83],verifi:[17,58],versa:50,version:[8,9,18,27,29,44,50,51,56,58,62,63,64,65,68,69,74,76,80,82,83,84],versu:15,vertic:[8,77],vgg:[9,76],vgg_16_cifar:76,via:[19,35,39,50,57,62,63,68,73,79],vice:50,view:8,virtual:[51,56],virtualenv:[56,81],visibl:[26,45,51],vision:76,visipedia:76,visit:14,visual:[8,51,62],viterbi:82,vlog:22,voc_dim:79,vocab:83,volum:[51,69],volumemount:[68,69],volumn:68,voluntarili:80,vutbr:12,wai:[2,7,8,9,15,24,26,40,49,51,55,56,58,63,67,81,82,84],wait:[10,19,24,57,65],walk:[4,75],wall:82,wangkuiyi:18,want:[2,8,15,27,39,45,49,50,51,56,57,58,65,67,74,77,79,81,82,83],war:80,warn:29,warp:[8,62],warpctc:8,watch:19,wbia:[68,77],web:51,websit:[76,79,82,83],wei:[82,83],weight:[7,8,9,10,55,58,65,67,76,77],weight_act:9,weightlist:58,weights_:58,weights_t:58,welcom:[18,81,83],well:[27,30,40,51,58,65,68,76,79],were:[7,18],west:68,western:80,wether:8,wget:50,what:[6,8,10,17,18,41,46,49,57,59,63,73,79,81],whatev:56,wheel:50,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,36,37,38,40,41,42,48,55,56,57,58,59,60,62,65,67,68,69,73,74,75,76,82,83,84],whenev:[38,81],where:[2,8,9,10,15,17,19,26,31,32,35,37,42,49,55,58,59,62,63,65,67,74,77,82,84],wherea:[17,23,30],whether:[7,8,14,16,17,39,58,59,65,75,76,81,83,84],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,35,36,37,38,39,40,41,42,43,45,46,47,48,49,55,56,57,58,59,60,62,63,65,67,68,73,75,76,77,79,80,81,82,83,84],whichev:75,while_loop:47,whileop:[17,37],whl:50,who:[30,31,38,74,77,80],whoever:24,whole:[2,7,12,33,34,35,46,68,69,73,79,80,81,84],whose:[2,8,12,16,19,26,32,35,42,46,47,55,81,82],why:[9,16,34,56],wide:[18,82],width:[7,8,12,22,33,39,58,59,76,84],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,51,56,83],wise:[8,41,42,60],with_avx:[51,57],with_avxcompil:50,with_bia:46,with_coveragecompil:50,with_doccompil:50,with_doubl:58,with_doublecompil:50,with_dsocompil:50,with_gpu:[51,56,57],with_gpucompil:50,with_profil:62,with_profilercompil:50,with_pythoncompil:50,with_rdmacompil:50,with_style_check:57,with_style_checkcompil:50,with_swig_pycompil:50,with_test:[51,57,59],with_testingcompil:50,with_tim:62,with_timercompil:50,within:[8,23,49],without:[7,8,19,24,39,41,42,59,63,83],wmt14:[55,84],wmt14_data:84,wmt14_model:84,wmt:84,wmt_shrinked_data:12,woboq:51,won:[62,77],wonder:2,word2vec:27,word:[2,7,8,12,31,35,41,42,46,47,55,67,78,81,82,83,84],word_dict:[79,82],word_dim:79,word_id:2,word_idx:12,word_slot:82,word_vector:79,word_vector_dim:[8,55,74],words_freq_sort:12,work:[2,4,12,15,17,18,19,38,39,50,55,56,57,58,62,63,65,68,69,73,79,81],worker:[41,48,68],workercount:68,workflow:[42,51,57,68],workspac:[51,65,81],worri:49,wors:75,would:[14,17,18,19,26,30,31,36,38,39,41,51,56,63,68,73,75,79,82],wouldn:31,wrap:[30,73,82],wrapper:[9,18,30,40,62],writ:81,write:[2,12,15,19,26,30,38,39,40,41,42,51,56,57,61,63,68,76,81,82,84],write_lock:20,writelin:49,writer:[15,38,80],written:[17,40,42,59,60,81,83],wrong:[2,39],wrote:41,wsize:68,wsj:82,www:[8,12,76,84],x64:50,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,58],xgbe0:65,xgbe1:65,xiaojun:83,xmap_read:12,xrang:[16,39,48,49,58],xxbow:83,xxx:[15,47,77,84],xxxx:20,xxxxxxxxx:68,xxxxxxxxxx:68,xxxxxxxxxxxxx:68,xxxxxxxxxxxxxxxxxxx:68,xzf:50,y_neg:16,y_po:16,y_predict:49,yaml:[18,68,73,81],yancey1989:27,yann:12,yapf:57,year:80,yeild:[14,76],yet:73,yield:[2,12,15,21,39,49,79,81,82,83],yin:8,you:[1,2,4,6,8,9,14,16,27,45,49,50,51,55,56,57,58,62,63,65,67,68,73,74,75,76,77,79,81,82,83,84],your:[2,8,14,15,18,22,27,29,42,50,51,56,57,58,62,63,67,68,73,79,83],your_access_key_id:68,your_secrete_access_kei:68,your_source_root:34,yourself:8,yum:50,yuyang18:[10,12],zachari:83,zeng:83,zero:[2,6,8,9,10,12,16,19,36,37,58,65,68,79],zhidao:74,zhou:[82,83],zip:[12,80],zone:68,zxvf:68},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","Design Doc: Block and Scope","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","RNNOp design","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: ProgramDesc","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Refactorization Overview","Design Doc: Gradient Operators Registration","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Interaction between C++ and Python","Design for TensorArray","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 write a new operator","How to use Eigen in Paddle","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","Cluster bootstrapping tool survey","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":21,"\u4e0d\u4f7f\u7528":33,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":33,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":33,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4ec5\u4ec5\u4f7f\u7528void":33,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":34,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":44,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":33,"\u539f\u56e0\u5217\u8868":33,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":33,"\u5b9e\u73b0":33,"\u5b9e\u73b0\u65b9\u5f0f":34,"\u5bfc\u51fac":33,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":33,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":34,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":28,"\u6846\u67b6\u751f\u6210":28,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":28,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":34,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":34,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":33,"\u7c7b":33,"\u7f16\u8bd1\u9009\u9879":34,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u80cc\u666f":33,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":33,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[40,41,73],"book\u4e2d\u6240\u6709\u7ae0\u8282":44,"case":67,"class":[36,48,58,59],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,38,74],"new":[58,59],"paddle\u52a8\u6001\u5e93\u4e2d":33,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":33,"paddlepaddle\u53d1\u884c\u89c4\u8303":44,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":44,"return":39,"tensor\u5230eigentensor\u7684\u8f6c\u6362":60,"true":47,AWS:68,Abs:5,DNS:68,EFS:68,For:[18,69],KMS:68,Not:56,The:[17,24,31,36,42,43],USE:42,Use:[17,67,69],Using:[18,24,51,57],With:[27,51],access:68,account:68,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:68,address:68,addto:8,adversari:75,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,35,40,79],all:45,analysi:[40,83],api:[0,3,34,38,46,51],appendix:[73,79],applic:3,approach:62,architectur:[40,55,79],argument:[29,39,64,67,79],arrai:16,asset:68,associ:[45,68],assumpt:73,async:65,attent:55,attribut:6,auc:7,auto:16,avg:11,aws:68,axi:47,backgraound:16,background:[41,48,49,59],backward:[31,42,59],base:[27,41],basepool:11,basic:73,batch:39,batch_norm:8,batch_siz:39,beam_search:8,benefit:[41,42],between:[15,42,46],bidirect:83,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:59,bleu:84,block:[17,31,38,42],block_expand:8,book:51,bootstrap:73,branch:57,brelu:5,bring:73,bucket:68,build:[42,50,52,56,57,69],built:62,cach:2,can:45,capi:34,capi_priv:34,cento:50,challeng:41,check:[8,16,58,63],checker:16,checkpoint:[19,20,26],chines:74,choos:[18,68],chunk:7,cifar:12,classif:[7,76],classification_error:7,classification_error_print:7,client:24,clip:8,clone:57,close:16,cloudform:68,cluster:[25,63,67,68,73],cmake:18,code:[27,56,57],column_sum:7,command:[66,67,79,84],commit:[57,69],common:65,commun:65,compar:73,compil:[17,42,59],compos:39,comput:[17,31,42,60],con:73,concat:[8,47],concept:[38,42,68],conclus:[26,73],config:[3,67,81,82],configur:[13,55,61,63,68,79,81],conll05:12,connect:8,construct:31,contain:[51,69],content:[34,62,68],context_project:8,contribut:57,control:42,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,40,41],convolut:[76,79],core:[16,38,68],cos_sim:8,cost:8,cpu:[51,67],creat:[39,42,45,57,68,69],creation:23,creator:39,credenti:68,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,current:43,custom:39,dat:80,data:[8,12,19,38,39,40,49,68,69,74,75,76,79,81,82,83,84],data_shar:47,datafeed:12,dataprovid:[2,3,65],dataset:[12,19,23,80,81,84],datatyp:12,date:57,decayedadagrad:10,decor:39,deep:17,defin:[59,68,79,83,84],definit:48,delet:[57,68],delv:76,demo:68,dens:26,depend:50,deploi:27,deriv:58,descript:[29,42,65,75,80,82],design:[15,16,17,19,23,24,25,26,30,31,35,36,37,38,39,40,41,42,43,45,47],destroi:[45,68],detail:[22,65,76],detect:[7,8],detection_map:7,detection_output:8,develop:[42,51,56,57,61],devic:67,dictionari:[39,74],differ:[42,67],directori:68,discuss:41,dispatch:[19,23],distribut:[15,19,22,27,40,63,65,68],doc:[15,17,19,23,24,25,26,30,31,36,37,38,39,40,41,42,43],docker:[27,51,56,69],document:[51,72],dotmul_oper:8,dotmul_project:8,down:68,download:[50,68,69,74,77,81,84],dropout:8,dylib:34,dynam:[19,47],ec2:68,eigen:60,elast:68,elect:26,els:17,embed:[8,74,79],enough:16,entri:39,environ:27,eos:8,equat:58,eval:40,evalu:[7,49,81],evalutaion:84,event:[14,15],exampl:[15,18,34,74,75],execut:[17,42],exercis:76,exp:5,expand:8,expandlevel:8,explain:16,extern:68,extract:[74,77,81,84],fault:19,featur:[77,80,81,82],field:81,file:[17,68,69,79,80,81],find:68,first_seq:8,fork:57,format:[17,19,79],forward:[31,59],frame:17,framework:[16,60],from:[15,26,46,50,52,56],full_matrix_project:8,fulli:8,gan:75,gate:55,gated_unit:8,gener:[55,56,73,75,84],get:[53,69],get_output:8,github:57,gotcha:56,gpu:[51,62,65,67],gradient:[16,24,43,58],gradient_print:7,graident:16,graph:[31,41,42],group:[8,68],gru:[9,65],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:62,handler:[15,33],happen:26,have:48,hierarchi:17,high:46,hook:57,how:[16,22,39,42,59,60,61,62],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:68,ident:5,identity_project:8,ifelseop:17,imag:[8,9,27,51,69,76],imagenet:77,imdb:[12,83],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,35,39,42,43,58,59,60,75],index:47,indices_map:47,infer:[14,79],info:77,ingredi:15,ingress:28,init_hook:2,initi:[24,67,68],input_typ:2,insid:45,inspect:68,instal:[50,52,68,73,79],instanc:68,integr:68,interact:46,interfac:[12,16,19,24,25,39,45,77],intermedi:42,interpol:8,introduct:[1,74,77,83,84],isn:39,issu:57,job:[19,27,63,68,69],join:8,keep:57,kei:68,kernel:42,kill:63,kmax_sequence_scor:8,kube:68,kubectl:68,kubernet:[27,68,69],label:82,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:63,layer:[8,15,30,38,58,67],learn:17,learnabl:8,leval:46,level:[46,47],libpaddle_capi_shar:34,libpaddle_capi_whol:34,librari:[24,42],limit:40,line:[66,79],linear:[5,49],linear_comb:8,list:[20,39],local:[40,45,57,67,68],lodtensor:[35,47],lodtensordesc:48,log:[5,79],logic:23,logist:79,low:46,lstm:[9,65,82,83],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:42,manag:18,map:[39,42],master:[19,23,27],math:8,mathemat:16,matrix:65,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,35],messag:46,meta:81,method:47,migrat:42,mileston:42,mini:39,minibatch:12,misc:8,mix:[8,67],mnist:[12,75],model:[2,3,13,15,22,24,26,49,51,54,55,63,67,74,75,76,77,78,79,84],modifi:69,modul:[42,60],momentum:10,movi:[80,81],movielen:[12,80,81],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:39,multiplex:8,name:[45,68],nce:8,necessari:42,need:[39,56,62],nest:35,network:[9,42,55,67,75,76,77,79,81,82],neural:[55,76,79,81,82],neuralnetwork:49,nlp:[9,65],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:62,nvvp:62,object:[19,81],observ:[74,77],onli:[39,45,51],op_mak:42,oper:[30,38,41,42,43,59],opinfomap:42,opkernel:[42,59],opproto:46,optim:[10,19,24,31,61,79],option:[29,50,74],opwithkernel:42,order:29,origin:[42,57],orthogon:45,outlin:64,output:[8,63,68],overview:[26,42,45,79],pack:47,packag:18,pad:8,paddl:[22,39,45,60,69],paddlejob:27,paddlepaddl:[15,17,40,44,51,52,56,68,72,74,84],pair:68,parallel_nn:67,paramet:[6,8,14,15,19,24,25,27,36,38,41,65,66,68,74,77],paraphras:74,parent:45,part:31,partit:24,pass:67,path:[26,29],perform:[62,65],persist:23,pfsclient:[28,29],pfsserver:28,placement:40,pnpair:7,point:68,pool:[8,11],pose:43,power:8,pre:57,precision_recal:7,predict:[4,76,77,81,82,83],prefetch:39,prelu:8,prepar:[49,63,68,74,75,76,81,83,84],preprocess:[74,76,79,81,84],prerequisit:63,pretrain:[74,84],print:7,privat:68,pro:73,problem:[43,49],procedur:73,process:[19,24,27,42,56],profil:62,program:[17,38],programdesc:37,project:18,propos:43,protomak:59,provid:[2,39,79,81,82],pserver:26,pull:57,push:57,pydataprovider2:2,python:[4,16,27,35,38,39,40,46,48,51,58,59,77,79,81],qualiti:42,queue:[19,23],quick:79,randomnumb:65,rank:7,rank_cost:8,rat:81,rate:80,read:47,reader:[12,15,39],realiz:42,recoveri:19,recurr:[8,9,55,79],recurrent_group:8,ref:16,refactor:42,refer:[2,40,41,62,82,83],region:68,regist:[42,46,59],registr:[42,43],registri:42,regress:[49,79,81],regular:24,relat:[42,47],relu:5,remark:59,remot:25,render:68,repeat:8,represent:[17,42],request:57,requir:[18,50,57],reshap:8,resnet:77,result:[63,69,84],retri:23,revis:74,rmsprop:10,rnn:[35,54,55,65],rnnop:[17,35,42],role:82,rotat:8,route53:68,row_conv:8,row_l2_norm:8,run:[56,59,63,69,82],runtim:[27,40],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,35,42,45],script:69,secur:68,select:24,selective_fc:8,semant:82,sentiment:[12,83],separ:42,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:55,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,41,65,68],servic:68,session:40,set:66,setup:[50,68],sextant:73,sgd:65,share:[15,45],should:[45,48],shuffl:39,sigmoid:5,simpl:[49,55],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:39,size:47,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:43,some:56,sort_by_length:47,sourc:[50,52,56],span:50,spars:[24,25,26,67],specifi:[67,74],split:81,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,47,83],standard:79,stanh:5,start:[15,53,57,68,69,79],startup:69,step:35,store:19,structur:75,sub_nested_seq:8,subcommond:29,submit:27,suffici:39,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:79,support:47,survei:73,synopsi:29,system:68,tabl:34,table_project:8,take:39,tanh:5,task:[19,23],tear:68,tecton:73,templat:68,tensor:[8,42,60],tensorarrai:47,test:[56,57,58,59,65,67,81,82,83],text:84,text_conv_pool:9,theori:16,thi:45,timelin:26,timer:62,tip:62,todo:[20,21],togeth:45,toi:75,toler:19,tool:[18,62,73],train:[14,15,19,22,25,27,39,40,49,51,63,65,67,68,69,74,75,76,79,81,82,83,84],trainer:[14,19,24,26,27,68,81],tran:8,trans_full_matrix_project:8,transfer:79,tune:[62,65],tutori:[74,76,78,82,83,84],two:16,type:59,ubuntu:50,uci_h:12,unit:[56,58,59,65],unpack:47,unstack:47,updat:[15,25,26,68],usag:[35,39,51,60,61],use:[22,39,60],user:[19,74,80,81,83,84],util:7,valu:47,value_print:7,vardesc:48,variabl:[38,42,45,48],vector:65,verifi:68,vgg_16_network:9,visual:77,volum:68,vpc:68,warp_ctc:8,what:[22,26,48,56,62],when:[26,45],why:[39,42,62],wmt14:12,word:[74,79],work:51,workflow:84,workspac:63,wrapper:58,write:[47,58,59,79],yaml:69,zoo:[77,78]}})