searchindex.js

Search.setIndex({docnames:["api/index_en","api/v1/data_provider/dataprovider_en","api/v1/data_provider/pydataprovider2_en","api/v1/index_en","api/v1/predict/swig_py_paddle_en","api/v2/config/activation","api/v2/config/attr","api/v2/config/evaluators","api/v2/config/layer","api/v2/config/networks","api/v2/config/optimizer","api/v2/config/pooling","api/v2/data","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/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/gan_api","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/refactor/session","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/gan_api.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/refactor/session.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":81,"00186201e":4,"00m":64,"01852v1":8,"03m":64,"0424m":64,"0473v3":9,"055ee37d":70,"05d":78,"0630u":64,"06u":64,"0810u":64,"08823112e":4,"0957m":64,"0ab":8,"0rc1":46,"0rc2":46,"0th":86,"10007_10":85,"10014_7":85,"100gb":64,"100gi":70,"10g":27,"10m":64,"1150u":64,"11\u5b9e\u73b0\u4e86c":35,"11e6":71,"12194102e":4,"124n":64,"13m":71,"1490u":64,"15501715e":4,"1550u":64,"15mb":81,"1636k":86,"16mb":81,"16u":64,"173m":79,"173n":64,"1770u":64,"18ad":70,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":71,"197u":64,"1gb":64,"1st":[76,79,85,86],"202mb":86,"210u":64,"211839e770f7b538e2d8":9,"215n":64,"228u":64,"234m":79,"2520u":64,"252kb":81,"25639710e":4,"25k":81,"2680u":64,"27787406e":4,"279n":64,"27m":64,"285m":64,"2863m":64,"28m":64,"28x28":2,"2977m":64,"2cbf7385":70,"2nd":[8,85,86],"302n":64,"30u":64,"32777140e":4,"328n":64,"32u":64,"32x32":[12,78],"331n":64,"3320u":64,"36540484e":4,"365e":70,"36u":64,"3710m":64,"3768m":64,"387u":64,"38u":64,"3920u":64,"39u":64,"3rd":[83,85,86],"4035m":64,"4090u":64,"4096mb":67,"4279m":64,"43630644e":4,"43u":64,"448a5b355b84":71,"4560u":64,"4563m":64,"45u":64,"4650u":64,"4726m":64,"473m":71,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":67,"4yf":8,"50bd":70,"50gi":70,"51111044e":4,"514u":64,"525n":64,"526u":64,"53018653e":4,"536u":64,"5460u":64,"5470u":64,"54u":64,"55g":86,"5690m":64,"573u":64,"578n":64,"5798m":64,"586u":64,"58s":71,"5969m":64,"5delta":8,"6080u":64,"6082v4":8,"6140u":64,"6305m":64,"639u":64,"655u":64,"6780u":64,"6810u":64,"682u":64,"6970u":64,"6ce9":70,"6node":65,"6th":86,"704u":64,"70634608e":4,"7090u":64,"72296313e":4,"72u":64,"73u":64,"75u":64,"760u":64,"767u":64,"783n":64,"784u":64,"78m":64,"7eamaa":12,"7kb":71,"8250u":64,"8300u":64,"830n":64,"849m":64,"85625684e":4,"861u":64,"864k":86,"8661m":64,"892m":64,"901n":64,"90u":64,"918u":64,"9247m":64,"924n":64,"9261m":64,"93137714e":4,"9330m":64,"94u":64,"9530m":64,"96644767e":4,"983m":64,"988u":64,"997u":64,"99982715e":4,"99m":79,"99u":64,"9f18":71,"\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":46,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":46,"\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":35,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":34,"\u4e0d\u4f7f\u7528c":34,"\u4e0d\u4f7f\u7528swig":34,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":34,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":34,"\u4e0d\u5728":35,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":34,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":34,"\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":46,"\u4e0e\u53ef\u80fd\u6709\u7684":46,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":35,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":34,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":34,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":46,"\u4e2a\u6027\u5316\u63a8\u8350":46,"\u4e2d":[34,35],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":34,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":35,"\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":35,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":35,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":35,"\u4e5f\u4e0d\u751f\u6210":35,"\u4e66\u5199":34,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":34,"\u4ece":46,"\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":35,"\u4ed6\u662f\u5c06":35,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":34,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":34,"\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":34,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":34,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":35,"\u4f46\u4e0d\u66b4\u9732":35,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":46,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":46,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":35,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":34,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":34,"\u4f7f\u7528":[35,46],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":34,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":35,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":35,"\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":34,"\u4f7f\u7528c":35,"\u4f7f\u7528c99\u505a\u63a5\u53e3":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":34,"\u4f7f\u7528regress":46,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":34,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":34,"\u4f7f\u7528void":34,"\u4f8b\u5982":[21,34,35,46],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":34,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":34,"\u4f8b\u5982\u5bf9\u4e8epython":34,"\u4f8b\u5982c":34,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":34,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":34,"\u4f8b\u5982python\u7684":34,"\u4f9d\u6b21\u7c7b\u63a8":46,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":34,"\u4fee\u590d\u6240\u6709bug\u540e":46,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":46,"\u4fee\u590dubuntu":46,"\u4fee\u6539\u6210":46,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":46,"\u505a\u63a5\u53e3":34,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":35,"\u5176\u4e2d":[34,46],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":35,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":46,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":35,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":35,"\u5177\u4f53\u8bf7\u53c2\u8003":35,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":34,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":34,"\u518d\u57fa\u4e8e":46,"\u5199\u4ee3\u7801":34,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":35,"\u51fd\u6570\u547d\u540d":34,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":46,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":46,"\u5206\u652f\u4e2d":46,"\u5206\u652f\u4e3a\u5f00\u53d1":46,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":46,"\u5206\u652f\u4e3a\u7a33\u5b9a":46,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":46,"\u5206\u652f\u5408\u5165":46,"\u5206\u652f\u5408\u5165master\u5206\u652f":46,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":46,"\u5206\u652f\u540d\u4e3a":46,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":46,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":46,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":46,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":46,"\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":35,"\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":46,"\u52a8\u6001\u5e93":34,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":35,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":46,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":35,"\u5373\u4f7f\u7528":35,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5373\u4f7fc":35,"\u5373\u4f8b\u5982":35,"\u5373\u4fbfpaddl":35,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":35,"\u5373\u66b4\u9732":35,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":34,"\u53c2\u6570":34,"\u53c2\u8003":[28,34],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":46,"\u53d1\u5e03\u5230github":46,"\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":35,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":34,"\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":34,"\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":46,"\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":46,"\u540c\u65f6\u63d0\u8d77":46,"\u540d\u5b57\u4fee\u9970":34,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":46,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":34,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,34,35,46],"\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":34,"\u56fe\u50cf\u5206\u7c7b":46,"\u5728":[35,46],"\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":46,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":35,"\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":35,"\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":35,"\u5728\u7528\u6237\u4f7f\u7528c":35,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":46,"\u5728\u8fd9\u4e2a":46,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":46,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":35,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":35,"\u5728c":34,"\u5728c\u7684\u5934\u6587\u4ef6":34,"\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":35,"\u5747\u662f\u5728":35,"\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":34,"\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":34,"\u5982\u679c\u5931\u8d25":46,"\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":46,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":35,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":35,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":34,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":46,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":34,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":35,"\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":34,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":34,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":34,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":34,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":34,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":35,"\u5bf9\u4e8e\u6bcf\u79cdc":35,"\u5bf9\u6bd4":34,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":35,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":46,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":35,"\u5c06":46,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":34,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":46,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":46,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":34,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":35,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":34,"\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":34,"\u5e76\u5220\u9664":46,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":46,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":35,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":34,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":46,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":46,"\u5efa\u8bae":46,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":35,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":46,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":46,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":46,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":46,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":35,"\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":34,"\u5f97\u4f7f\u7528":34,"\u5fc5\u8981":35,"\u60c5\u611f\u5206\u6790":46,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":35,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\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":34,"\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":[34,35],"\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":35,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":35,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":35,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":35,"\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":[34,35],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":35,"\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":34,"\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":34,"\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":34,"\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":46,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":46,"\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":34,"\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":34,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":35,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":34,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":35,"\u662f\u56e0\u4e3ac99\u652f\u6301":34,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":35,"\u662f\u7528\u6237\u4f7f\u7528c":35,"\u662fc":35,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":35,"\u6700\u540e\u5220\u9664":46,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":34,"\u6709\u6807\u51c6\u7684":34,"\u6709\u7684\u65f6\u5019":34,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":46,"\u672c\u6587\u6863\u63cf\u8ff0paddl":35,"\u673a\u5668\u7ffb\u8bd1":46,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":34,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":34,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":35,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":46,"\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":34,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":46,"\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":46,"\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":46,"\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":46,"\u7248\u672c\u53f7":46,"\u7248\u672c\u53f7rc":46,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":46,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":34,"\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":34,"\u751f\u6210\u6587\u6863":34,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":34,"\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":35,"\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":35,"\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":35,"\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":34,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":46,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":34,"\u7684\u5934\u6587\u4ef6":34,"\u7684\u63a5\u53e3\u6837\u5f0f":34,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":34,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":34,"\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":34,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":34,"\u76ee\u5f55\u4e0b":35,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":34,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":35,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":34,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":34,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":34,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":46,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":46,"\u7b2c\u4e8c\u4e2a\u4e3a":46,"\u7b49":35,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":35,"\u7b49\u6587\u4ef6":35,"\u7c7b\u4f3c":35,"\u7c7b\u540d\u548cc":34,"\u7c7b\u578b":34,"\u7ea2\u697c\u68a6":76,"\u7ed3\u8bba":34,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":34,"\u7f16\u8bd1\u578b\u8bed\u8a00":34,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":46,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":46,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":46,"\u7f16\u8bd1c":35,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":46,"\u7f16\u8bd1ubuntu\u7684deb\u5305":46,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":35,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":34,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":35,"\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":34,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":34,"\u800c\u5bf9\u4e8egolang":34,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":34,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":35,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":34,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":35,"\u826f\u597d\u7684\u6587\u6863":34,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":35,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":34,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":34,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":35,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":46,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":46,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":46,"\u8bbe\u7f6e":35,"\u8bc6\u522b\u6570\u5b57":46,"\u8bcd\u5411\u91cf":46,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":46,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":35,"\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":46,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":35,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":35,"\u8fd9\u4e09\u4e2a\u5206\u652f":46,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":35,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":35,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":35,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":34,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":34,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":35,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":35,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":35,"\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":34,"\u8fd9\u662f\u56e0\u4e3a":34,"\u8fd9\u6837":35,"\u8fd9\u6837\u4fdd\u8bc1":46,"\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":34,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":46,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":35,"\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":35,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":46,"\u90a3\u4e48":35,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":34,"\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":34,"\u91cd\u547d\u540d\u6210":34,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":34,"\u9519\u8bef\u5904\u7406":34,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":34,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":34,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":35,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":46,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":35,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":46,"\u9700\u8981\u5f15\u7528":35,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":34,"\u9700\u8981\u6ce8\u610f\u7684\u662f":46,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":35,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":46,"\u9ed8\u8ba4256k":28,"\ufb01xed":86,"abstract":[47,60,67],"api\u4e2d\u4f7f\u7528":34,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":35,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":35,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":35,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":35,"api\u65f6":35,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":35,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":35,"api\u66b4\u9732\u7684\u7c7b\u578b":35,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":35,"api\u7684\u5b9e\u4f8b":35,"api\u7684\u5b9e\u73b0\u7ec6\u8282":35,"api\u7684\u63a5\u53e3":35,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":35,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":35,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":35,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":35,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":46,"boolean":[8,29,33,34],"break":[18,49,81],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":46,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":46,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":34,"c\u6709\u6807\u51c6\u7684abi":34,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":34,"case":[8,22,35,40,41,44,51,53,57,60,61,64,68,70,75,77,81],"char":[24,83],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,32,34,38,39,41,44,45,47,48,49,62,66,78,85],"const":[17,22,24,37,45,47,48,49,60,61,62],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":35,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":35,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":35,"core\u6982\u5ff5":35,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":46,"deb\u5305\u7f16\u8bd1\u95ee\u9898":46,"default":[2,6,7,8,9,11,12,14,15,17,18,31,36,47,48,50,53,58,61,65,67,69,70,71,75,81,83,85,86],"enum":[22,24,38,48,50],"export":[52,78],"final":[8,9,16,36,49,51,52,59,60,61,85],"float":[2,6,7,8,10,12,48,51,60,61,62,64,69,76,79],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,32,36,37,38,40,41,42,44,45,47,48,49,51,57,60,61,62,64,65,67,75,77,78,81,84,85,86],"golang\u53ef\u4ee5\u4f7f\u7528":34,"golang\u7684":34,"h\u5e76\u4e0d\u56f0\u96be":34,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,31,33,36,38,42,47,50,51,57,61,64,70,76,77,78,79,81,85,86],"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":[2,6,7,8,9,12,17,22,23,24,27,33,34,35,38,39,40,48,49,60,62,69,81,84],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":34,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":46,"long":[1,8,9,12,53,64,84,85],"model\u505a\u5206\u652f\u7ba1\u7406":46,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,39,40,41,43,44,45,48,49,58,59,63,70,71,75,77,81,84,85],"note\u7684\u4e66\u5199":46,"null":[8,60,67],"org\u76ee\u524d\u9075\u5faa":46,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":34,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":34,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":34,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":34,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":35,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":34,"paddle\u7684c":35,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":35,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":34,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":35,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":34,"paddle_\u7c7b\u578b\u540d":35,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":35,"paddlepaddle\u4f7f\u7528git":46,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":46,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":46,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":46,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":46,"patch\u53f7":46,"patch\u53f7\u52a0\u4e00":46,"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":[12,17,30,45,47,48,49,60,61,62,65,70,71,85],"py\u4e2d":46,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":46,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":46,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,31,36,38,39,41,43,45,47,48,49,50,51,57,60,61,62,70,77,79,81,82,83,86],"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":[8,9,31,47,49,51,61,83,84,85],"static":[14,24,35,47,48,70,75],"super":[39,60],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":34,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":34,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":34,"swig\u76f4\u63a5\u8bfb\u53d6c":34,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":34,"switch":[17,35,43,70,85],"tag\u4e3a":46,"throw":70,"true":[2,6,7,8,9,11,12,14,15,17,22,33,38,40,48,49,51,57,60,67,69,70,79,83,84,85,86],"try":[10,18,19,22,23,24,40,47,58,64,77],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":35,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":46,"var":[17,30,32,33,38,39,44,49,50],"void":[17,22,24,30,34,35,38,48,60,61,62],"wheel\u5305":46,"while":[1,2,6,12,17,26,37,40,47,53,57,61,62,67,77,81,85,86],AGE:[70,71],AND:83,ARE:83,AWS:[21,63,72,73],Age:82,And:[2,7,8,10,12,14,16,22,26,27,31,40,41,47,57,69,70,71,76,79,83,85,86],But:[2,8,9,12,16,30,47,75],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,32,36,37,38,39,40,41,43,44,48,51,52,53,57,59,60,61,62,64,65,66,67,69,75,76,78,79,81,85,86],Going:85,Has:2,IDE:58,IDs:[12,26,81],IRs:41,Ids:81,Into:70,Its:[2,57,61,70,83],K8s:75,NMS:8,NOT:[39,61],Not:[15,19,44,65,75],ONE:2,OPs:[41,42],One:[7,9,14,16,26,43,47,57,60,67,77,81,85,86],Ops:[44,48,61],PFS:28,QoS:71,Such:49,THE:2,TLS:[15,28,70],That:[8,12,40,53,67,69],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,35,36,38,39,40,41,42,43,47,48,49,50,51,52,53,54,57,58,59,60,61,62,64,65,67,69,70,71,76,77,78,79,81,82,83,84,85,86],Their:[2,8,19],Then:[4,8,30,50,52,53,57,59,60,64,70,71,76,78,83,84,85],There:[7,8,12,14,15,17,18,19,24,26,27,29,36,37,47,50,51,53,61,64,70,77,78,79,80,81,83,86],These:[7,17,32,48,65,69,78,84],USE:83,USING:83,Use:[2,7,12,15,29,40,44,53,60,64,67,68,70,83],Used:[9,44],Useful:2,Using:[19,44,47,58,62,71,85],VMs:58,VPS:70,WITH:59,Will:[12,14],With:[2,8,9,38,49,51,77,84],YES:27,Yes:[53,58],___fc_layer_0__:70,__doc__:48,__file__:27,__gradient_machines__:14,__impl__:48,__init__:[31,39,49,50,60],__main__:[31,79],__meta__:83,__metaclass__:61,__name__:[31,79],__param_conf__:14,__rnn_step__:57,__tmp_params__:14,__va_args__:45,_binari:18,_block:50,_create_global_var:39,_error:77,_librari:18,_link:9,_loss:31,_name:50,_op:61,_proj:8,_res2_1_branch1_bn:79,_source_language_embed:[57,76],_target_language_embed:[57,76],_test:18,_var:50,_var_desc:50,a_op:61,aaaaa:21,aaaaaaaaaaaaa:70,abc:8,abil:31,abl:[8,15,39,41,43,50,75,77,85],about:[4,8,9,17,18,27,29,36,41,47,48,51,61,64,66,67,70,84,85,86],abov:[2,4,7,8,15,17,18,19,23,30,32,36,38,39,41,43,48,49,51,53,58,59,61,62,64,70,71,75,77,79,81,84],abs:[8,9,16,31,77],abs_numerical_grad:16,absolut:[1,65],academ:82,acceler:[20,69],accept:[2,4,6,8,12,15,40,44,81,84],acceptor:84,access:[1,8,9,15,18,23,26,27,39,41,57,86],accessmod:70,accessor:39,accident:82,accomplish:53,accord:[1,2,7,8,16,24,32,41,42,44,49,50,61,65,66,67,69],accordingli:[4,7,8,60],accordingto:84,account:[44,75],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,60,81,82,85],achiev:[64,78],ack:67,acl:85,aclimdb:85,across:[8,12,36],act:[8,9,17,41,43,49,51,57,81],act_output:48,act_typ:81,action:[70,82],activ:[4,9,13,18,41,48,51,52,57,60,62,67,81,85],activi:9,actual:[2,22,31,48,51,62],adadelta:81,adagrad:81,adam:[15,24,31,81,85,86],adamax:81,adamoptim:[76,81,85,86],adapt:[7,10,14,51,85,86],add:[2,8,9,12,14,16,17,18,22,26,30,33,41,42,44,47,50,51,52,58,59,60,61,62,64,69,81,83],add_depend:18,add_execut:18,add_input:[36,60],add_memori:36,add_output:36,add_scalar:[17,38],add_test:[18,60],add_to:8,add_two:[17,36],add_unittest_without_exec:60,add_var:50,addattr:[48,61],addbia:60,addcom:[48,61],added:[2,7,14,17,42,59,60,61],adding:79,addinitialoper:50,addinput:[48,61],addit:[8,9,49,53,61,62,81],addop:[30,62],addoutput:61,addr:19,address:[19,24,41,43,53,64,67,75],addrow:60,addtion:65,addtolay:8,addtyp:48,adject:85,adjust:51,admin:[75,82],administr:[26,58,75],adopt:[31,84],advanc:[16,57,64,67],advantag:[16,85],adventur:82,adverb:85,adversari:[31,40],advic:64,affect:[8,17],afford:23,afi:2,aforement:[18,65],after:[8,9,12,17,18,23,24,26,29,37,41,42,52,53,57,59,60,61,62,65,67,69,70,71,77,78,79,81,83,84,85,86],again:[15,19,64],against:70,age:[12,83],agg_level:8,aggreg:70,ago:18,aid:64,aim:[85,86],aircraft:86,airplan:78,aistat:8,alex:[8,85],alexnet_pass1:69,alexnet_pass2:69,algorithm:[8,10,23,51,57,76,78,85,86],alia:[5,6,8],align:[8,9,12,86],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,32,35,36,38,39,41,43,44,48,51,53,57,58,59,60,62,64,65,66,67,69,70,71,75,76,77,79,81,82,83,84,85,86],alloc:[6,24,27,60,62,69],allow:[15,24,41,53,59,60,64,67,70,81],allow_only_one_model_on_one_gpu:[66,67,69],almost:[51,58,65,76],along:85,alpha:18,alreadi:[18,19,39,41,42,47,53,64,65,67,70,71,85],alreali:[66,86],also:[1,2,8,9,12,15,17,18,22,25,30,31,32,37,38,39,40,44,47,48,49,52,53,57,58,60,61,64,65,71,75,77,78,79,81,84,85],altern:61,although:51,altogeth:75,alwai:[4,8,9,14,18,40,43,50,51,67,70,86],amaz:78,amazon:[70,71,81,85],amazonaw:70,amazonec2fullaccess:70,amazonelasticfilesystemfullaccess:70,amazonroute53domainsfullaccess:70,amazonroute53fullaccess:70,amazons3fullaccess:70,amazonvpcfullaccess:70,ambigu:[40,84],amd64:[52,70],american:78,among:[70,85],amount:[64,85],analysi:[51,64,80,84],analyz:[81,85],ancestor:[38,39],andd:70,ani:[1,2,8,9,12,15,18,19,24,26,27,39,40,41,42,43,58,61,62,64,70,81,83,86],anim:82,annot:84,annual:84,anoth:[2,8,14,15,17,27,47,48,53,58,67,70,84,85],ans:70,answer:[51,70,84],anyth:[12,40,59,70,84],anytim:31,api:[12,14,15,18,24,25,27,28,30,31,36,37,44,46,49,50,52,60,61,64,70,74,75,77,81,83,85],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:83,api_trainer_config_helpers_lay:57,api_trainer_config_helpers_layers_context_project:83,api_trainer_config_helpers_layers_cos_sim:83,api_trainer_config_helpers_layers_data_lay:83,api_trainer_config_helpers_layers_embedding_lay:83,api_trainer_config_helpers_layers_fc_lay:83,api_trainer_config_helpers_layers_pooling_lay:83,apiserv:70,apivers:[70,71],apo:86,appar:86,appear:[32,84],append:[2,14,39,40,57,60,65],append_gradient_machin:14,append_oper:39,appleclang:52,appleyard:64,appli:[8,31,32,47,57,60,78,81],applic:[32,39,44,53,61,64,70,71,75,85],applyl1:22,appoint:61,appreci:[59,85],approach:[8,37,41,42,75],apt:[52,78],arbitrari:[8,41,62],architectur:[76,84,85,86],architecur:85,archiv:[12,34,35],area:31,arg:[2,7,9,48,51,61,66,77,78,79,81,84,85],arg_nam:8,argu:84,argument:[2,4,8,12,17,22,23,37,43,57,60,67,68,76,77,78,79,83,84,85,86],argv:79,arn:70,around:[2,8,26,70,75],arrai:[4,6,8,12,14,24,32,38,39,40,44,49,51,61,79],arrang:49,arrow:31,art:[51,84],articl:[32,58,59,65,71],artifact:70,artifici:77,artist:82,arxiv:[8,9,31,77,85],as_row_vector:8,as_step_input:17,ask:[19,26,58],aspect:85,assign:[7,8,23,62,67,70,75],associ:[37,45,62,84,85,86],assum:[7,8,17,41,57,69,76],assur:1,astyp:[40,61,77],asyc:19,async:[19,66],async_count:67,async_lagged_grad_discard_ratio:67,async_lagged_ratio_default:[66,67],async_lagged_ratio_min:[66,67],asynchron:[19,67],atla:52,atlas_root:52,attenion:9,attent:[8,9,53,86],attitud:85,attr1:8,attr2:8,attr:[6,8,9,17,38,39,48,57,61],attr_map:48,attrdesc:38,attribut:[2,8,9,13,17,38,42,44,47,48,49,60,61,76,84],attributemap:61,attrproto:48,attrtyp:[38,48,61],attrvalu:48,auc:66,aucvalidationlay:67,authent:70,author:[28,70,79],authorized_kei:65,auto:[17,22,34,44,47,49,60,61,62,64,80,83],autom:[70,86],automak:52,automat:[8,15,24,30,41,42,44,48,52,53,57,59,60,61,65,66,67,70,83,84,86],automaticli:8,automobil:78,avail:[19,24,42,43,52,70,75],averag:[7,8,11,23,67,79,81,83,84,85,86],average_test_period:[66,67,84],average_window:85,averagepool:8,avg:[64,81],avgcost:[81,83,85,86],avgpool:[8,81],avoid:[16,17,19,37,64],avx:[52,53,59],await:71,awar:[15,36,39,53,58,70],aws:28,aws_account_id:70,awsaccountid:70,awskeymanagementservicepowerus:70,aync:42,b2t:76,b363:71,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:71,ba5f:70,back:[2,14,19,31,41,53,61],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,31,37,45,57,60,67,69],backward_first:57,backward_op:16,backwardactiv:60,bag:[81,85],baidu:[51,71,76],baik:76,bake:41,balanc:[42,67,70,77],balasubramanyan:85,bank:84,bare:[71,75],barrier:67,barrierstatset:64,base:[7,8,11,12,15,23,41,44,45,49,51,57,58,60,61,64,65,67,70,76,77,81,83,85,86],baseactiv:9,baseev:14,basematrix:60,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[53,58,59,70,71],bashrc:52,basic:[2,8,14,38,44,45,49,53,59,60,81,82,85],batch:[2,8,9,10,12,14,15,17,19,21,22,31,33,36,49,60,65,67,70,71,77,78,79,81,83,84,85,86],batch_0:79,batch_id:[14,31],batch_im:31,batch_label:31,batch_norm:31,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,40],batch_siz:[2,12,31,51,65,76,77,78,81,83,85,86],batch_szi:31,batch_z:31,batchnorm:31,batchsiz:[8,60],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:46,beam:[8,57,67,84,86],beam_gen:[8,57],beam_search:[14,57],beam_siz:[8,57,66,67,69],beamsiz:86,becaus:[4,7,8,12,15,17,18,19,24,37,39,40,41,47,49,50,57,58,60,62,69,70,78,81,84],becom:[42,47,64],been:[2,18,23,52,58,78,81,84,85,86],befor:[4,8,9,19,26,29,32,37,40,53,59,61,65,70,75,78,85,86],begin:[4,7,8,22,24,29,32,60],beginiter:[14,15],beginn:57,beginpass:[14,15],begintrain:15,behavior:64,behind:49,being:[26,40,44,62,77],belong:[8,41,47,86],below:[2,8,17,19,24,37,40,41,42,49,50,57,60,64,65,70,77,78,81,83],benefit:[9,26,27],bengio:8,bertolami:85,besid:[1,8,12,41,86],best:[8,18,52,53,58,67,81,83,85,86],best_model_path:84,besteffort:71,beta1:10,beta2:10,beta:[31,79],better:[8,9,18,51,65,70,75,77,83],between:[7,8,10,14,18,19,24,35,37,42,43,45,47,51,61,62,70,77,81,82,85,86],bgr:79,bi_gru:9,bi_lstm:9,bia:[8,9,10,57,60,79],bias:[8,60],bias_attr:[8,9,51,57],bias_param_attr:9,biases_:60,biasparameter_:60,biassiz:60,bidi:71,bidirect:[8,9,57,84,86],bidirectional_lstm_net:85,big:[42,64,75],bigger:19,biggest:85,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:64,bin:[52,53,65,70,71,83],binari:[2,7,8,12,18,27,31,41,58,64,70,76,81,85],bind:[30,47],bird:78,bison:52,bit:81,bitext:86,bla:52,black:31,blank:[8,70],block:[8,20,22,24,36,41,42,50,51,60,61,62,64,67,79,85],block_i:8,block_x:8,blockdesc:[17,32,39,44],blog:85,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:85,book:[12,44,57],bool:[2,6,7,8,9,11,12,14,17,33,39,48,49,50,60,67,69,81,85],boot:[8,57,75],boot_bia:8,boot_bias_active_typ:8,boot_lay:57,boot_stat:49,boot_with_const_id:8,bootstrap:52,bootstrapp:75,borrow:[31,49],bos_id:[8,57],both:[5,6,8,9,15,17,18,19,26,31,41,42,50,53,57,60,61,62,64,70,77,79,81],bottleneck:[64,79],bottom:[14,85],bound:8,boundari:41,boundri:7,bow:[81,85],box:[8,31,64],brace:[17,32],brain:26,branch:[8,15,17,18,33,38,41,46,61],breadth:[67,86],break_if:49,brendan:85,brew:52,brief:[18,24,62],briefli:64,bring:62,broadcast:[19,44,75],broken:59,brought:59,brows:53,browser:[53,70],bryan:85,bsd:58,bucket_nam:70,buf:22,buf_siz:12,buffer:[2,12,22,40,47,67],buffer_s:12,buffered_read:40,bug:[59,70],bui:85,build:[8,12,18,27,32,41,46,48,51,53,55,61,63,67,70,72,73,76,78,79,81,83,85,86],build_dict:12,build_model:31,built:[18,41,48,49,52,53,58,75,77,84],bunch:[64,81],bunk:85,button:[59,70],c11:34,c703c041:59,c99:35,c99e:70,cach:[41,81,84],cache_pass_in_mem:[2,81,84],cachetyp:[2,81,84],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,84],calcul:[2,7,8,9,10,16,19,24,57,60,64,67,69,77,83],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,32,36,39,41,44,45,47,48,49,51,53,57,58,59,60,61,62,64,67,70,78,79,81,85,86],callabl:[2,6,8,12],callback:60,caller:[16,70],caltech:78,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,36,38,39,40,41,42,43,44,45,48,49,50,51,52,53,57,58,59,60,61,62,64,65,66,67,69,70,71,75,76,77,78,79,81,83,84,85,86],can_over_batch_s:[2,84],cancel:[26,59],candid:8,cannot:[43,44,47,49,60,61],caoi:86,capabl:[37,44,52,85],capac:70,capi:34,capi_prvi:35,caption:[51,86],captur:[51,65],card:65,care:[9,27,40,66,67,75,82],carefulli:[65,67,79],caret:14,carpedm20:31,cast_to_op_attr:48,cat:[53,78,79,85],categor:84,categori:[8,12,19,81,85],categorig:12,categoryfil:71,caus:[19,29,61],caution:[70,71],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:86,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,85],center:2,cento:75,ceph:[21,71],cephf:[21,27,28],certain:[1,47,66,84],certif:[15,28,70],cffi:34,cfg:71,cgo:34,chagn:45,chain:[12,32,60],challeng:[8,19,33],chanc:[15,60,81],chang:[8,12,18,23,27,37,38,40,45,47,51,53,57,59,60,61,62,64,67,70,81,85],channel:[8,9,64,65,79],channl:[65,79],chapter:36,chapter_data:36,chapter_out:36,charact:[81,83],character:51,characterist:[69,78],check:[2,12,17,18,44,51,52,53,59,61,67,69,70,82],check_align:12,check_attr:48,check_eq:60,check_fail_continu:2,check_grad:[16,61],check_l:60,check_sparse_distribution_batch:[66,67],check_sparse_distribution_in_pserv:[66,67],check_sparse_distribution_ratio:[66,67],check_sparse_distribution_unbalance_degre:[66,67],checker:44,checkgrad:67,checkgrad_ep:67,checkmark:75,checkout:59,checkpoint:42,checksum:28,child:17,children:82,china:53,chines:80,chmod:[52,70],choic:[18,53,82],choos:[58,67,81,83],chosen:[1,31,82,86],chunk:[23,28,77,84],chunk_schem:7,chunktyp:7,cifar:[77,78],cifar_vgg_model:78,circl:32,claim:70,claimnam:70,clang:[34,52,53,59],clarifi:7,class1:85,class2:85,class_dim:85,classfic:[79,85],classfiic:78,classic:[8,51],classif:[2,4,8,32,69,79,80,81,85,86],classifc:85,classifi:[8,31,77,78,79,81,85],classification_cost:[41,78,81],classification_error_evalu:[7,77,81,85,86],classification_evalu:7,claster:70,clean:[4,17,18,37,44,58,59,83],clear:[7,18,37,47],clearer:37,clearli:47,cleric:82,cli:70,click:[59,64,70],client:[22,25,44],clip:[6,9,67,81,85],clock:8,clone:[8,52,53,58],close:[2,40,43,59],closer:51,cloud:[18,19,27,28,29,43,44,75],cloud_read:12,cls:81,cludform:70,cluster:[12,14,15,17,19,24,41,43,66,67,71,81,86],cluster_train:65,cm469:70,cmake3:52,cmake:[35,52,58,60,61,64],cmakelist:[18,60],cmatrix:[34,35],cmd:71,cna:8,cname:70,cnn:[8,71,79,81],coars:30,code:[2,4,8,12,15,18,26,30,31,32,37,40,41,42,44,45,48,49,50,51,52,53,54,57,60,61,62,63,64,65,70,71,77,81,82],codebas:44,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,51,82],collectbia:60,colleg:82,color:[78,79],colour:12,column:[7,8,32,40,43,60,76,86],column_evalu:7,column_nam:39,colunm:86,com:[8,9,12,18,31,52,53,58,59,70,71,75,79],combin:[7,8,9,12,14,44,47,77,83,85],come:[38,49,85],comedi:82,comma:[14,24,67,76],command:[1,4,18,22,27,29,51,52,53,58,59,60,61,63,64,65,70,71,72,73,76,77,78,79,83,84,85],commandlin:[64,85],commenc:81,comment:[10,18,48,59,61,81,85],commit:18,commnun:65,common:[21,57,60,66],common_util:65,commonli:[29,57,64,69],commun:[19,24,25,41,42,60,65,70],compani:85,compar:[16,18,44,58,60,61,77,81],comparison:18,compat:[2,30],compet:85,competit:77,compil:[8,18,41,45,48,50,52,53,58,59,60],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,32,44,60,61,62,70,71,75,81],complex:[1,2,9,26,40,44,57,64,81],complic:[8,30,41,49],compon:[41,49,60],compos:[12,15,30,36,39,44,77,84],composenotalign:12,composit:[30,45],compress:23,compromis:58,comput:[8,9,15,16,19,41,42,43,45,47,50,51,52,53,57,58,60,61,64,69,70,81,83,84,85],computation:[8,57],conat:8,concat:[31,57,86],concaten:[9,31,36,49],concentr:44,concept:[2,7,15,30,31,36,37,38,43,47,49,50,53,57],conceptu:31,concern:15,concis:[31,49],conclud:61,concret:[44,61],concurr:[19,26,42],concurrentremoteparameterupdat:67,cond:[17,33,38],condit:[8,23,33,41,57,65,71,86],condtion:31,conduct:64,conf:[4,8,65,76,77,79,86],conf_paddle_gradient_num:70,conf_paddle_n:70,conf_paddle_port:70,conf_paddle_ports_num:70,conf_paddle_ports_num_spars:70,confid:[8,85],confidence_threshold:8,config:[2,6,8,21,29,51,60,65,66,67,70,71,75,76,77,78,79,81,85,86],config_:[22,67],config_arg:[66,67,69,79,81,84,85],config_bas:[7,8,14],config_fil:84,config_gener:[65,83],config_lay:60,config_len:24,config_pars:[4,60],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,42,51,56,58,60,61,62,64,67,75,76,78,79,85,86],confirm:29,conflict:[47,59],confront:86,confus:31,congest:67,conll05st:84,conll:[12,84],connect:[1,9,27,41,42,51,60,70,71,75,77,78,79,81,83,85],connectionist:[8,85],connor:85,consequ:[8,9],consid:[7,8,10,52,53,58,64,69,75,78],consider:[2,9],consist:[7,8,12,23,38,40,48,61,78,79,81,84,86],consol:[64,70],consolid:17,const_cast:61,constant:[43,60,61],constraint:[41,47],construct:[2,4,7,15,36,39,44,47,48,50,57],constructbackwardgraph:32,constructoptimizationgraph:32,constructor:[39,44,47,48,60,61],consum:[19,85],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,31,37,43,44,45,47,48,49,54,57,58,59,61,65,70,78,79,81,82,85,86],containerport:70,contemporan:85,content:[24,29,71,84,85],content_len:24,context:[8,9,12,47,57,61,62,76,81,83,84,85,86],context_attr:9,context_len:[8,9,81],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,81],contibut:59,contin:70,continu:[2,7,19,67],contrast:[8,86],contribut:[54,58,63,85],contributor:44,control:[6,17,43,53,59,67,70,71,75,86],conv2d:31,conv:[9,31],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:[15,48,65],convent:[24,61],converg:[65,77,85],convers:41,convert:[2,4,12,21,40,45,76,78,79,81,83],convlay:8,convolut:[8,9,12,31,77,79,83],convoper:8,convtran:8,convtranslay:8,cool:[2,59],coordin:[19,24],copi:[14,15,23,26,29,32,36,49,53,59,70,77,83],copy_shared_paramet:77,copytonumpymat:77,core:[2,6,35,37,49,58,67,86],coreo:[70,75],corespond:84,corner:44,corpora:86,corpu:[12,84],correct:[2,8,16,60,61,70],correctli:[7,12,31,60,77],correl:[51,78,85],correspoind:15,correspond:[2,4,15,17,18,33,36,39,43,44,45,48,51,59,60,61,62,78,82,84,85,86],corss_entropi:15,cos:[8,48],cosin:[8,48,83],cosineop:48,cosineopproto:48,cosineopprotomak:48,cost:[4,10,14,15,32,38,41,43,51,67,77,81,83,85,86],cost_id:8,cost_val:41,could:[2,4,8,12,14,15,16,23,36,37,38,40,41,42,45,53,58,64,65,70,81,83],count:[7,19,27,40,64,67,69,71,76,83,84,85,86],counter:[19,23,32],coupl:51,cours:[7,27,58],cover:62,coverag:52,coveral:52,coveralls_uploadpackag:52,cpickl:79,cpp:[16,22,30,34,35,37,42,44,50,59,60,64,81,83,86],cpu:[1,2,6,8,16,27,37,41,43,44,46,52,58,61,62,64,67,71,77,84,85,86],cpu_per_p:43,cpu_per_train:43,cpuinfo:53,cpuplac:[61,62],cpusparsematrix:35,craftsman:82,crash:[19,64,65,67],crazi:65,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,32,36,37,39,45,50,51,52,53,58,60,61,65,67,75,76,77,78,86],create_bias_paramet:60,create_block:39,create_cloud_job:43,create_doc_str:48,create_global_var:39,create_input_paramet:60,create_op:61,create_oper:30,create_paramet:39,create_python_ops_creatation_funct:48,create_rnn:17,create_rnn_op:36,create_var:39,create_whileloop:49,createargu:77,createfromconfigproto:[4,77],creategradientoper:45,createop:48,createoper:17,createstack:70,createvar:50,createvari:17,creation:[30,70],creationd:70,creator:[12,21,44,45],creator_:45,credenti:29,credit:77,crf:84,crime:82,critic:[31,85],crlf:59,crop:79,crop_siz:79,cross:[8,61,81,84],cross_entropi:[8,15,31,43,77],cross_entropy_with_selfnorm:8,crt:28,csc:60,cslm:86,csr:60,csv:82,ctc:7,ctc_evalu:7,ctest:[53,58,59,61],ctor:39,ctrl:[58,65,83],ctx:[61,62,84],ctx_0:84,ctx_0_slot:84,ctx_n1:84,ctx_n1_slot:84,ctx_n2:84,ctx_n2_slot:84,ctx_p1:84,ctx_p1_slot:84,ctx_p2:84,ctx_p2_slot:84,cub:78,cuda:[18,44,52,53,58,64,65,67],cuda_dir:[66,67],cudaconfigurecal:64,cudadevicegetattribut:64,cudaeventcr:64,cudaeventcreatewithflag:64,cudafre:64,cudagetdevic:64,cudagetdevicecount:64,cudagetdeviceproperti:64,cudagetlasterror:64,cudahostalloc:64,cudalaunch:64,cudamalloc:64,cudamemcpi:64,cudaprofilerstart:64,cudaprofilerstop:64,cudaruntimegetvers:64,cudasetdevic:64,cudasetupargu:64,cudastreamcr:64,cudastreamcreatewithflag:64,cudastreamsynchron:64,cudeviceget:64,cudevicegetattribut:64,cudevicegetcount:64,cudevicegetnam:64,cudevicetotalmem:64,cudnn:[8,11,18,52,67],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[66,67],cudnn_convt:8,cudnn_dir:[66,67],cudrivergetvers:64,cuinit:64,cumul:8,curl:[52,70],curli:[17,32],current:[2,8,17,18,19,22,24,36,37,39,42,43,47,49,50,51,53,57,58,59,60,65,67,70,81,85,86],current_block:[38,39],current_oper:38,current_word:57,currentcost:[81,83,85,86],currentev:[81,83,85,86],curv:[15,78,84],custom:[1,2,15,27,31,44,60,70,82,85],custom_batch_read:40,cut:[42,49],cutoff:12,cycl:19,cyclic:8,cython:34,d3e0:70,d_b0:31,d_b1:31,d_b2:31,d_block:31,d_f:31,d_g:31,d_h0:31,d_h0_bn:31,d_h0_relu:31,d_h1:31,d_h1_bn:31,d_h1_relu:31,d_h2:31,d_loss:31,d_loss_fak:31,d_loss_real:31,d_optim:31,d_step:31,d_t:31,d_w0:31,d_w1:31,d_w2:31,dai:86,daili:85,dalla:2,dan:84,danger:2,dangl:58,darwin:70,dash:31,dat:[21,65,83],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,32,36,37,38,42,43,44,47,48,49,50,52,53,57,60,61,62,64,65,66,67,69,72,79,82],data_batch_gen:77,data_dir:[76,78,85,86],data_fil:51,data_i:31,data_initialz:81,data_lay:[2,22,39,51,77,78,81,84],data_read:[12,40],data_reader_creator_random_imag:40,data_shar:49,data_sourc:77,data_typ:[12,50,57],data_x:31,databas:[12,85],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,51,65,83,84],dataprovider_bow:81,dataprovider_emb:81,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,40,51,57,67,76,78,79,81,84,85],datatyp:50,date:84,db_lstm:84,dcgan:[31,77],dcmake_install_prefix:52,ddim:62,dead:19,deal:[75,77],debian:53,debug:[2,16,29,41],decai:[10,78],decar:12,decayr:22,decent:23,decid:[15,26,31,40,45],declar:[8,17,31,36,83],decod:[8,9,57,84,86],decoder_boot:57,decoder_group_nam:57,decoder_input:57,decoder_mem:57,decoder_prev:9,decoder_s:57,decoder_st:[9,57],deconv:[8,31],deconvolut:8,decor:[2,12,60],decreas:51,decrypt:70,deduc:44,deep:[8,26,31,32,44,51,53,55,64,77,78,79,81,84],deeper:[51,53,79],deer:78,def:[2,8,12,15,16,21,27,30,31,36,39,40,48,49,50,51,57,60,61,77,79,81,84],def_block:31,defalut:[8,67,69],default_block:31,default_devic:69,default_st:49,default_valu:69,defect:37,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,31,36,38,39,40,42,44,47,48,49,51,57,60,62,65,67,76,77,78,84],define_py_data_sources2:[2,51,78,79,81],defini:86,definit:[2,17,19,23,38,41,48,49,51,53,61,76,81,85],definiton:30,degre:8,delai:[62,67],delar:81,delet:[27,28],deletestack:70,delimit:[7,82,83],deliv:75,delta:[8,16],delv:8,demand:19,demo:[8,12,44,65,71,72,76,77,78,79,80,81,82,83,84,85,86],demograph:82,demolish:71,demonstr:[51,57,62,77,83],denot:[61,69,81,82,84],dens:[2,8,12,24,25,60,70,81,83],dense_arrai:12,dense_vector:[2,4,12,51],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,41,42,50,51,53,58,61,65,69,75,78,82],deploi:[8,65,69,75],deploy:[44,65,70,75],deprec:8,depth:17,dequeu:42,deriv:[5,15,33],desc:[17,39,48,49],desc_:17,descend:49,descent:[8,19],describ:[15,17,18,23,37,38,39,44,48,50,51,59,60,61,62,70,71,77,81,84],describestack:70,describestackev:70,describestackresourc:70,descript:[4,7,17,18,45,50,52,59,61,68,70,78,83],deseri:[14,37,44],desgin:32,design:[2,8,12,22,34,61,75,85],desir:[19,70,71,76],destin:[24,29],destroi:17,destruct:47,destructor:60,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,31,36,39,41,43,47,49,52,57,58,59,60,61,62,64,65,68,69,70,71,75,76,77,79,81,83,85,86],detect:[53,59],detection_evalu:7,detection_output:7,determin:[2,8,12,17,44,60,77],dev:[44,52,53,58,59,75,78,86],dev_ctx:17,devel:52,develop:[18,37,45,46,52,62,66,67,86],deverlop:67,deviat:6,devic:[6,37,41,43,44,61,62,67,86],device_context:61,device_context_:61,devicecontext:[17,61],deviceid:69,devid:[8,67],dez:85,dhcp:75,diagnos:65,diagram:[36,79],diamond:31,dict:[2,7,12,14,39,43,81,83,85,86],dict_dim:85,dict_fil:[7,81,84],dict_siz:[12,22],dictionai:81,dictionari:[2,7,8,12,14,15,16,43,69,79,81,83,84,85,86],dictsiz:86,did:[2,37],diff:59,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,31,33,41,42,43,45,47,49,51,53,57,59,60,61,62,65,67,70,71,76,78,79,81,85,86],differenti:[30,61],difficult:[7,16,51,58],dig:[53,64,70],digit:[2,8],dilat:8,dilation_i:8,dim0:61,dim1:61,dim:[8,12,22,36,39,44,50,60,61,62,76,79,81,85],dim_:62,dimens:[5,8,11,12,31,44,49,60,61,62,69,76,81,83,85],dimension:[2,51,57,60,62,77,81],dimenst:76,dimes:8,dir:[65,79,81,83,84,85,86],dirctori:53,direct:[8,9,53,79,84],directli:[1,2,9,18,25,27,37,41,48,49,51,53,65,71,85],director:61,directori:[1,8,18,21,26,28,29,52,53,58,59,62,64,65,67,71,78,79,81,83,84,85,86],diretcoti:79,dis_conf:77,dis_train:77,dis_training_machin:77,disabl:2,discard:[12,19,23,59,67],discount:8,discov:[19,84],discoveri:70,discrep:64,discrim:31,discrimin:77,discriminator_train:77,discuss:[15,17,23,24,25,41],disk:[58,71],dispatch:[37,41,65,67],displai:[27,29],disput:86,dist:46,dist_train:[15,27],distanc:7,distibut:76,distinguish:[18,65,77,86],distribut:[8,17,23,24,25,26,42,43,44,50,52,63,71,72,73,75,77,81,84],distribute_test:[66,67],distributedli:[41,60],disucss:15,divid:[10,48,50,66,78,86],diy_beam_search_prob_so:[66,67],dmkl_root:52,dns:70,do_forward_backward:40,doc:[4,12,36,49,52,53,59,61,62,65],dockefil:58,docker:[46,54,59,70,72,73,75],docker_build:15,docker_push:15,dockerfil:[53,58,59],dockerhub:53,doctor:82,document:[2,4,9,16,28,32,36,44,52,58,59,61,62,69,78,81,83,84,85],documentari:[2,82],doe:[2,4,9,19,23,24,26,27,37,40,41,42,44,45,50,51,58,60,61,62,64,81,83,84],doesn:[6,8,12,15,17,40,43,58,59,64,71,86],dog:[78,79],doing:[22,26,32,41,64],domain:70,don:[9,15,18,30,32,40,51,58,61,70,85],done:[7,8,9,18,19,23,24,41,45,59,64,70,77,85],dopenblas_root:52,dot:[61,67,79,86],dot_period:[67,69,77,78,83,85,86],dotmuloper:8,dotmulproject:8,doubl:[2,8,32,41,52,61,67],down:[64,81],download:[12,18,19,22,26,28,53,75,77,78,81,84,85],download_cifar:78,downsampl:78,doxygen:[52,59],dozen:18,drama:82,drive:47,drop:[2,9],drop_rat:6,dropout:[6,9,60,81],dropout_r:8,drwxr:71,dst:24,dtoh:64,dtype:[4,39,51,79],dubai:86,due:[23,26,31,39,82],dummi:[14,23],duplic:[42,82],durat:[23,64],dure:[1,2,8,9,17,19,23,26,27,44,51,60,61,66,67,70,75,81,83,84,86],durn:2,dwith_c_api:35,dwith_doc:52,dwith_profil:64,dwith_python:35,dwith_swig_pi:35,dwith_test:61,dwith_tim:64,dynam:[1,2,24,35,40,52,64,67],dynamic_cast:60,dynamic_recurrent_op:49,e2e:75,each:[1,2,4,7,8,9,11,12,14,16,17,18,19,22,23,24,26,27,32,36,37,39,40,41,42,44,45,47,48,49,51,53,57,59,60,65,67,69,70,75,76,78,79,81,82,83,84,85,86],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:61,eas:[12,40,61,79],easi:[16,40,44,53,60,65,81],easier:[15,40,42,49,58,60],easili:[15,31,40,45,47,51],echo:[53,83,85],edg:43,edit:[7,53,58,70],editor:[53,58],edu:[12,70,71,78],educ:82,eeoi3ezpr86c:70,effect:[2,67,70],effici:[1,2,8,41,57,58,60],effort:41,efg:8,efs:70,efs_dns_nam:70,efsvol:70,eigen:[44,61],eigen_test:62,eigen_use_gpu:61,eigenmatrix:62,eigenscalar:62,eigentensor:62,eigenvector:62,eight:84,either:[8,12,14,15,31,33,36,64,81,83],elb:70,elbapis:70,elec:81,electron:[71,81],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,40,42,43,44,61,62,81,85,86],element_typ:24,elementari:44,elif:[15,48],elimin:84,els:[15,22,27,31,33,41,42,47,48,53,58,60,61,79,81],emac:[53,58],emailweixu:18,emb1:22,emb2:22,emb:[71,81],embed:[15,17,22,42,49,57,80,83,85],embedd:84,embedding_lay:[22,81],embedding_nam:[8,57],embedding_s:[8,57],emphas:64,empir:8,emplace_back:60,emploi:[48,57,82],empti:[7,12,19,51,61],emul:86,enabl:[2,6,8,17,18,23,42,58,64,65,67,70],enable_grad_shar:[66,67],enable_parallel_vector:67,enc_proj:[9,57],enc_seq:9,enc_vec:57,encapsul:[24,43],encod:[9,23,57,86],encoded_proj:[9,57],encoded_sequ:[9,57],encoded_vector:57,encoder_last:8,encoder_s:57,encount:22,encourag:41,encrypt:70,encrypt_decrypt:70,end2end:75,end:[2,7,8,14,17,37,40,47,51,57,58,59,67,76,84,85,86],end_pass:15,end_po:8,endforwardbackward:14,enditer:[14,15],endpass:[14,15],endpoint:[12,21,70],endtrain:15,engin:[27,64,82],english:[2,8,86],enjoi:53,enlarg:61,enough:[17,51,58],enqueu:42,ensembl:9,ensur:[2,19,47,58,60],enter:[17,53,82],enterpris:44,entir:[8,9,24,26,61,85],entiti:[7,17,47],entri:[12,23,27,58,60,70,82],entropi:[8,81,84],entry_point:27,enueu:42,enumer:[5,81],env:70,environ:[15,43,52,53,58,59,64,65,66,67,70,71,77,78,83],eol:59,eos_id:[8,57],epel:52,epoch:[31,82],epsilon:10,equal:[8,9,19,49,61,67],equat:[7,8,9,10,53,61],equilibrium:77,equip:[52,57],equival:[8,15,17,33,48,75],error:[6,7,8,9,10,15,16,23,29,47,51,60,61,65,67,70,78,79,81,82,83,85,86],error_clipping_threshold:6,especi:[2,9,58,84],essenc:15,essenti:[8,15,52,62,84,86],estat:51,estim:[8,15,42],eta:71,etc:[7,12,17,40,41,47,53,65,66,69,70,75,85,86],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[65,70],ethternet:65,eval:[7,17,31,43,44,50,81,83,85,86],eval_bleu:86,evalu:[1,8,13,14,26,41,43,64,65,81,85,86],evaluate_difficult:7,evaluate_pass:85,evalut:[51,86],even:[15,40,58,64,67,85],evenli:[24,70],event:71,event_handl:[14,15],eventu:49,everi:[1,2,7,8,9,12,15,19,23,24,26,32,42,47,48,57,59,60,61,62,67,81,84,85,86],everyth:[31,41,42,51,59],everywher:58,evid:37,exactli:[2,8,9,53,70,84],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,32,36,37,38,39,40,42,44,49,51,52,53,57,58,59,60,61,62,64,65,66,67,69,70,71,78,79,80,81,85,86],exceed:8,except:[2,8,12,26,32,49,69,76,85],exchang:37,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[53,67],execut:[18,19,23,27,31,43,45,58,60,64,70,82,84,85],executioncontext:[61,62],executor:[31,38],exist:[15,17,19,29,39,40,43,48,49,58,60,62,67,70,82,85],exit:[24,29,67,71],expand:[60,84,85,86],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,64,85],expens:86,experi:69,expert:18,expir:19,explain:[2,7,19,30,32,65,77,85],explan:[8,16,27,41,47,52,81,86],explanatori:[51,53],explicit:[49,60],explicitli:[2,15,43,61,62],exploit:78,explor:8,exponenti:5,expos:[25,49,53,70],express:[15,42,61,70,85],ext:8,extend:[7,42,49],extens:[26,42,61,82,83,86],extent:35,extern:[2,18,34,35,44],external_librari:18,extra:[6,8,9,41,51,75],extra_lay:14,extraattr:[6,69],extraattribut:8,extraattributenon:8,extract:[7,8,37,41,61,70,78,84,85],extract_fea_c:79,extract_fea_pi:79,extract_para:76,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,64],extremli:1,f120da72:71,f7e3:70,fa0wx:71,fabric:65,face:18,facotr:8,fact:[38,39,45,79],factor:[6,8,10],factori:34,fail:[2,19,23,43,61,67,69,71,78],failur:[19,24,61],fake:[31,77],fake_imag:40,faked_imag:31,falloc:28,fals:[2,6,7,8,9,10,12,16,17,33,36,38,40,51,57,60,61,67,69,71,76,81,83,84,85,86],false_block:[17,33,38],false_label:40,false_read:40,famili:86,familiar:[2,51],fanscin:2,fantasi:82,fantast:81,far:49,farmer:82,fascinatingli:1,fast:[8,23,45,64],faster:[8,9,19,57,64,85],fault:[14,23,44],favorit:58,favourit:53,fbd1f2bb71f4:71,fc1:[43,50,60,69],fc2:[43,50,69],fc3:69,fc4:69,fc8a365:70,fc8a:70,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[39,48,51,60,69,81,83],fc_layer_nam:9,fc_mat:14,fc_op:48,fc_out:17,fc_output:48,fc_param_attr:9,fc_without_b:17,fclayer:60,fcop:30,fdata:84,fea:79,fea_output:79,feat:85,featur:[2,5,8,12,59,67,78,81,85,86],feature_map:83,feed:[9,14,15,32,36,39,41,43,51,85],feed_dict:[31,43],feeder:12,feedforward:78,femal:82,fernan:85,festiv:2,fetch:[12,19,22,41,57,59,60],few:[2,18,19,40,53,58],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,45,48,64,70],fifth:32,figur:[15,18,31,36,42,57,60,64,76,77,78,79,84,85,86],file1:86,file2:86,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,35,40,41,44,50,51,52,53,57,58,59,60,61,62,65,67,75,76,78,79,84,85,86],file_list:2,file_nam:[2,51,79,81,84],filenam:[2,21,39,83],fileoffset:28,filer:8,filesystem:[26,27,28,41,53,70],fill:[8,19,23,39,70,81],fill_zero_grad:44,film:82,filter:[8,9,79],filter_s:[8,9],filter_size_i:8,finali:65,find:[8,10,17,19,26,47,53,64,78,85,86],find_var:16,findop:17,findvar:[17,47],fine:[6,23,30,83],fingerprint:70,finish:[2,19,23,26,27,48,53,65,70,71,78],finit:60,first:[2,8,14,15,17,19,23,26,27,29,31,32,36,38,39,41,44,48,49,51,53,57,58,59,60,61,62,64,67,69,70,75,76,77,78,79,81,83,84,85,86],first_seq:57,firstli:[7,8],firstn:12,firstseen:71,fit:[1,12,44,59],five:[38,64,81],fix:[2,6,34,41,59,86],flag:[12,61,67,77,78,84],flatten:[38,39,62],flatten_s:50,flexiabl:40,flexibl:[1,8,9,15,24,32,36,41,49,57],flight:86,float32:[4,12,30,31,39,40,51,61,77,79],floor:8,flow:[17,36,46,59],fly:[51,81],fnt03:70,focu:[2,64],focus:61,folder:[18,21,27,29,52,70,78,85,86],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,32,33,36,38,40,42,44,47,48,49,52,53,57,58,59,60,61,62,64,65,69,70,71,72,73,75,76,77,78,79,81,82,83,84,85,86],fool:77,forbid:15,force_load:34,forecast:85,forest:17,forget:[10,15,85],fork:8,form:[1,2,8,9,10,64,84],format:[1,2,7,12,14,16,23,49,51,59,60,61,62,67,70,76,78,82,83,85],former:[15,18,86],formula:[8,9,16],formular:8,forth:31,forward:[5,8,9,16,17,22,24,31,37,38,44,45,57,60,69,77,84,85],forward_op:16,forwardactiv:60,forwardbackward:14,forwardtest:4,found:[2,4,8,38,47,52,57,77,78,81,85],four:[2,7,32,76,79,81,83,84,85],fp16:[44,50],fp32:[44,50],fp64:50,fpga:43,frame:[7,44,49],framework:[15,17,38,44,47,48,50,60,61,79,81,85],free:[12,75,86],french:86,frequenc:[12,64,76,81,85],frequent:[23,40,44,65,86],fresh:[26,43],friend:47,friendli:31,frog:78,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,33,36,37,38,39,40,41,42,43,44,47,49,51,53,57,59,60,61,62,63,64,65,67,69,70,71,75,76,77,78,79,81,82,83,84,85,86],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[40,51,79],fulfil:64,full:[8,19,26,36,53,57,60,75],full_matrix_project:[9,57],fullfil:50,fulli:[41,42,51,59,60,64,75,77,78,79,81,83,85],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:76,fullyconnectedlay:60,func:[12,23,45],funciton:9,functor:30,fundament:[42,44,51],further:[8,48,75],furthermor:43,futur:[8,26,41,44],fvs:48,fwd_op:45,g_b0:31,g_b1:31,g_b2:31,g_block:31,g_h0:31,g_h0_bn:31,g_h0_relu:31,g_h1:31,g_h1_bn:31,g_h1_relu:31,g_h2:31,g_im:31,g_loss:31,g_optim:31,g_step:31,g_w0:31,g_w1:31,g_w2:31,gain:8,game:77,gamma:79,gan:15,gan_train:77,gangliao:18,gap:67,gate:[8,9,85],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,37,60,61],gauss:6,gaussian:77,gaussian_normal_random:31,gcc:[34,44,52,53,58],gcreators_:48,gen:[8,86],gen_conf:[77,86],gen_data:86,gen_result:86,gen_train:77,gen_training_machin:77,gender:[12,82,83],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,38,40,41,42,44,45,48,49,51,52,53,59,61,64,65,67,69,70,76,79,80,81,83,85],generated_word_embed:8,generatedinput:[8,57],generator_conf:77,generator_machin:77,generator_train:77,genert:2,genr:[82,83],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,31,36,43,44,45,47,48,49,50,51,52,57,60,61,64,65,70,74,78,79,81,83,84,85],get_all_op_proto:48,get_batch_s:84,get_best_pass:85,get_block:39,get_cloud_job:43,get_config_arg:[69,81,85],get_data:[71,81,84],get_default_block:50,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:85,get_input_lay:60,get_mnist_data:77,get_model:79,get_movie_title_dict:12,get_nois:77,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:77,get_vari:17,get_word_dict:12,getbatchs:60,geteigendevic:62,getenv:[15,27],getinput:60,getinputgrad:60,getinputvalu:60,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:60,getoutputvalu:60,getparam:22,getparameterconfig:22,getparameterptr:60,getparameterspars:22,getparametersremot:22,getplac:[61,62],getsiz:60,getslotvalu:77,gettask:23,gettempl:70,gettranspos:60,getw:60,getweight:60,getwgrad:60,gfortran:52,gildea:84,gist:9,git:[46,52,53,58,59],github:[9,18,31,52,53,58,79],give:[2,19,36,44,51,53,58,60,64,70,81],given:[2,8,12,14,24,26,30,31,40,42,43,49,60,67,77,81,84,85,86],glide:18,global:[2,6,15,17,18,19,37,39,43,44,47,48,58,64,67,70,85],global_block:39,global_learning_r:6,globalstat:64,globalstatinfo:64,globe:2,glolal_block:39,go1:52,go_librari:18,go_test:18,goal:[32,44,64,84],gob:23,godep:18,godoc:34,goe:[8,9,19,33,47,51],going:[30,75,81,85],golang:[18,52],good:[8,31,40,64,75,85,86],goodfellow13:8,googl:[15,44],googleapi:[52,70],gopath:52,goroot:52,got:47,gpg2:70,gpg:70,gprotos_:48,gpu:[1,2,6,8,11,16,27,37,41,43,44,46,52,58,59,61,62,63,65,75,77,78,79,83,84,85,86],gpu_id:[67,69,77],gpu_per_train:[41,43],gpugpu_id:66,gpukernel:44,gpuplac:61,grab:[19,85],grad:[16,24,67,82],grad_op_class:44,grad_op_maker_:45,grad_op_typ:[44,45],grad_op_type_:45,grad_share_block_num:[66,67],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,32,37,44,61,67,81,85],gradient_check:61,gradient_clipping_threshold:[6,81,85],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,35],gradientcheck:61,gradientmachin:[4,14,35,37,77,83,86],gradientmachine_:22,gradopdescmak:45,gradopdescmakerbas:45,gradopmak:45,gradual:[51,64],grai:78,grain:30,gram:[76,85],grandient:14,grant:70,graph:[8,14,17,18,19,31,36,38,41,43,50,62,76],graphviz:79,grave:85,grayscal:2,great:[42,75],greater:8,greaterthan:48,green:31,grep:[53,85],groudtruth:57,ground:[7,8,81,86],group:[9,23,75,85],group_input1:57,group_input2:57,group_input:57,grouplen:[12,82],grpc:75,gru:[8,57,81,86],gru_bias_attr:9,gru_decod:57,gru_decoder_with_attent:57,gru_encoder_decod:[76,86],gru_layer_attr:9,gru_memori:9,gru_siz:81,gru_step:57,gru_step_lay:9,grumemori:[9,57],gserver:[8,60],gsizex:64,guarante:[39,60],guard:22,guess:[51,85],guest:58,gui:64,guid:[28,54,57,59,60,64,70,71,76,78,85,86],guidenc:51,gzip:[23,71],h0_bn:31,hack:[54,65],had:58,hadoop:15,half:70,hand:[44,62,82,83,85],handi:18,handl:[12,15,27,37,40,41,43,47,49,65,83,85],handler:[14,17],handwrit:[2,85],happen:[23,48],hard:[41,42,49,58,70,81],hardwar:[53,58,64],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,31,38,41,42,43,44,48,53,57,58,60,61,64,70,71,75,76,78,81,82,83,84,85,86],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,36,37,38,39,40,41,42,43,44,45,47,51,52,53,57,58,59,60,61,64,65,67,69,70,75,76,78,81,82,83,85,86],haven:58,hdf:[1,21],head:[59,61,76,85],header:[24,35,44,51,60,76,79],health:82,heard:58,heavi:65,height:[8,12,17,34,40,60,61,78],held:19,hello:15,help:[2,4,17,29,44,49,50,58,59,65],helper:[8,41,45,49,60],henc:[39,47],here:[2,4,6,7,8,9,12,15,18,19,25,29,32,40,48,51,52,57,61,65,66,69,70,71,75,76,78,79,80,81,82,83,84,85,86],heterogen:[41,42],heurist:[8,42,67,86],hidden:[8,9,41,57,70,81,85],hidden_out:17,hidden_s:9,hierarch:[8,38,39,44,57],hierarchi:44,high:[6,60,75,77],higher:[1,30,49],highest:[12,17,86],highli:[1,2,12,49,57,69,83,85],him:15,hint:[42,51],his:43,histor:[30,85],hl_get_sync_flag:60,hold:[15,19,23,25,31,41,43,47,48,62,70],holder_:62,home:[21,29,41,43,52,65,70,71],homemak:82,honor:23,hook:[2,6,84],hookattr:6,hookattribut:6,horizont:[8,79],horror:82,hors:78,horst:85,host:[18,27,52,53,65,70,71],hostnam:[65,70],hostpath:71,hostport:70,hot:83,hour:[58,86],hous:[2,12,51,76],how:[1,2,6,8,15,17,19,23,29,30,37,48,51,57,58,65,67,70,71,74,78,79,81,83],howev:[2,8,9,16,26,37,39,40,41,45,48,51,57,66,67,70,85,86],hpp:34,html:[12,53,78],htod:64,http:[8,9,12,18,27,31,52,53,58,59,70,71,75,77,78,79,86],huber:8,huge:[8,59],huina:85,human:[8,86],hyper:[8,31,60],hyperplan:12,i0601:83,i0706:86,i0719:86,i1117:64,iamfullaccess:70,iamusersshkei:70,ib0:65,ics:12,icwsm:85,id_input:7,idea:[8,18,40],ident:[51,53,61,70,82],identifi:[33,60],identityoffsetproject:8,identityproject:8,ids:[7,8,60,81,83],idx:[23,31,60],ieee:85,ies:29,ifels:[17,38],ifelseop:38,ight:8,ignor:[2,8,67,76],ijcnlp:85,illustr:[2,7,19,24,30,36,41,43,57,60,64,81],ilsvrc:79,im_siz:31,imag:[2,11,12,15,31,32,38,40,43,50,51,54,58,59,69,70,72,73,75,77,79,80,86],image_a:40,image_b:40,image_classif:78,image_fil:40,image_lay:40,image_list_provid:79,image_nam:15,image_path:40,image_provid:78,image_reader_cr:40,image_s:79,imagenet:[8,21,80],imagepullpolici:70,imageri:8,images_reader_cr:40,imagin:32,imdb:82,imdber:85,img:[2,8,9,41,78],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:78,imgsiz:64,imgsizei:64,imgsizex:64,immedi:70,immutable_paramet:15,imperfect:44,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,35,37,41,42,47,48,49,57,81,84],implemet:22,impli:18,implicit:43,imposs:75,improv:[8,42,44,64,70,85,86],inarg:22,inbound:70,includ:[1,2,7,8,9,12,15,17,18,24,27,31,34,35,36,38,39,41,44,48,52,53,57,58,59,60,61,64,67,70,71,76,81,82,84,86],inconsist:82,incorpor:8,incorrect:8,increas:[19,23,67,86],increment:[32,67],incupd:60,inde:[12,40,53],independ:[8,16,24,43,47,75,81],index:[2,7,8,11,12,14,16,17,19,23,38,39,49,65,70,83],indexslot:[8,84],indic:[2,7,8,17,24,31,36,38,45,49,51,65,70,84],indice_map:49,indices_map:49,individu:[19,51,70],industri:[19,75],ineffici:37,infer:[0,15,17,19,33,34,39,43,44,52],infer_shap:39,inferior:26,infershap:[17,39,44,50,61,62],infershapecontext:[61,62],infiniband:65,info:[7,8,12,36,60,65,75],inform:[4,8,12,14,17,27,29,36,39,41,47,60,61,62,64,67,70,82,83,84,85,86],infrastructur:[70,77],ingor:67,inherit:[17,44,61],ininst:15,init:[6,14,17,31,36,41,50,60,69,70,77,81,84],init_attr:39,init_from_tar:14,init_hook:[81,84],init_model_path:[66,67,69,76,81,84],initi:[2,4,6,8,9,12,14,18,23,32,36,39,41,42,48,49,50,57,60,61,67,76,77,81,84],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:39,initpaddl:[4,77],initrd:75,inlcud:9,inlin:[62,70],inner:60,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:62,input1:[8,9,62],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,36,37,39,40,41,42,43,44,45,47,48,49,50,51,57,60,61,62,69,76,77,78,79,81,83,84,85,86],input_conf:8,input_data:60,input_data_target:60,input_featur:5,input_fil:[51,84],input_hassub_sequence_data:60,input_id:8,input_imag:[9,78],input_index:60,input_label:60,input_lay:60,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:49,input_seq:8,input_sequence_data:60,input_sequence_label:60,input_sparse_float_value_data:60,input_sparse_non_value_data:60,input_t:60,input_to_check:16,input_typ:[51,81],input_valu:16,input_var:16,inputbuff:22,inputdef:60,inputgradi:45,inputlayers_:60,inputs_to_check:16,inputtyp:[2,12],insert:[44,59],insid:[7,8,19,37,40,42,44,45,53,70],inspect:59,inspir:76,instal:[8,27,46,53,55,58,59,65,71,78,79,83,84,85],instanc:[8,16,17,19,21,25,33,36,39,41,44,45,57,60,62,64,67,84],instance_ip:70,instanti:19,instead:[8,9,11,18,22,27,32,40,41,53,58,65,81,86],instruct:[17,32,53,58,64,81],int16:50,int32:[38,49,50,67],int64:[28,50],integ:[2,7,8,12,23,27,34,60,81,85],integer_valu:[2,12,81],integer_value_sequ:[2,12,57,81,84],integr:[7,52,75,84],inter:[8,41,65],interact:[53,70],intercept:8,interchang:[32,44],interest:[64,85],interfac:[0,4,6,8,9,14,17,23,27,29,37,44,45,61,62,65,70,75,78,83,85],interg:81,intergr:8,intermedi:[29,31,41,58,84],intern:[8,9,14,70],internet:[18,19,75,85],interpret:[2,7,52,64],interv:[8,85],inth:62,intrins:52,introduc:[2,8,17,19,31,47,48,61,71,83,85],introduct:[3,77],introductori:58,intuit:[26,44],invalid:[40,47],invari:78,invoc:[17,18,30,44],invok:[2,8,14,37,41,42,44,45,48,58,64,70],involv:[61,77],iob:7,ioe:7,ips:70,ipt:[8,48,57],ipx:75,ipython:15,is_discriminator_train:77,is_gener:[76,77,86],is_generator_train:77,is_kei:83,is_loc:14,is_predict:[81,85],is_seq:[8,57],is_sequ:83,is_stat:6,is_tensor:48,is_test:[79,84,85],is_train:2,isn:64,isol:53,isspars:60,issu:[18,31,43,52,53,58,64],item:[8,12,14,26,40,75],iter:[8,9,10,12,14,15,19,40,41,49,78,84,85],its:[2,8,9,14,15,16,17,19,23,31,32,36,37,39,44,45,47,48,59,60,61,62,64,67,70,76,77,78,81,85,86],itself:[19,26,47,50],ivs:48,java:[17,34,38,44],jeremi:64,jie:[84,85],jmlr:8,job:[4,12,26,41,43,44,66,67,69,79,81,83,84,85,86],job_dispatch_packag:65,job_id:12,job_mod:76,job_nam:[27,70],job_namespac:70,job_path:70,job_workspac:65,jobpath:70,jobport0:70,jobport1:70,jobport2:70,jobport3:70,jobserv:27,johan:85,join:19,joint:[76,86],jointli:[9,86],journal:[84,85],journei:53,jpeg:78,jpg:79,json:[65,70,71,83],jth:9,judg:86,jupyt:[27,53],just:[2,5,7,8,9,12,18,23,24,31,36,37,41,44,45,47,51,58,59,65,69,70,76,78,83,84,85],jx4xr:70,jypyt:15,k8s:75,k8s_data:70,k8s_job:15,k8s_token:15,k8s_train:70,k8s_user:15,kafka:21,kaim:8,kaimingh:79,kebilinearinterpbw:64,kebilinearinterpfw:64,keep:[2,8,12,19,32,47,48,75],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,44,45,48,49,58,59,61,64,65,83,85],kept:[8,39],kernel:[8,16,61,62,64,81],key1:67,key2:67,key_pair_nam:70,keyid:70,keymetadata:70,keypair:70,keyserv:70,keystat:70,keyusag:70,keyword:2,kill:[19,70],kind:[1,2,15,16,19,25,32,41,51,70,71,77,81,83],kingsburi:84,kms:70,know:[2,15,23,51,59,60,64,70,83],knowledg:85,known:[17,30,36,77,85,86],kriz:[12,78],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:70,kubectl:71,kuberent:[19,70],kubernet:[15,19,44,63,65,72,73,75],kubernetes_service_host:15,kwarg:[2,9,10,12,48,81,84],l1_rate:6,l2_rate:6,l2regular:[78,81,85],l93:22,label:[2,4,7,8,10,12,14,31,32,38,40,41,42,43,51,71,77,78,79,80,81,85],label_dict:84,label_dim:[8,81],label_fil:[40,84],label_lay:40,label_list:84,label_path:40,label_slot:84,labeledbow:85,labl:85,lag:67,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,32,44,47,69,76,84,85,86],larg:[11,12,41,42,59,84,85,86],larger:[2,6,7,8,65],larger_than:[17,33,38],last:[7,8,9,36,38,50,51,57,65,67,81,85,86],last_time_step_output:8,lastseen:71,late:85,latenc:[8,41,65,70],later:[18,44,52,61,62,70,81],latest:[8,17,18,19,26,53,59,71,85],latter:[49,86],launch:[67,70,85],launcher:15,lawyer:82,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,33,38,40,41,42,44,48,49,50,51,57,63,66,67,76,77,78,79,81,83,84,85],layer_0:60,layer_attr:[8,57,69],layer_num:[69,79],layer_s:8,layer_typ:8,layerbas:60,layerconfig:60,layergradutil:60,layermap:60,layeroutout:8,layeroutput:9,lbl:[7,78],ld_library_path:[52,65],lead:64,leaki:31,learn:[6,7,8,9,10,12,15,24,26,31,32,40,41,42,43,44,51,53,55,57,58,60,61,64,78,79,81,84,85,86],learnabl:14,learning_method:[51,76,78,81,85,86],learning_r:[6,24,41,51,76,78,81,85,86],leas:19,least:[7,8,19,52,82],leav:[2,17,70],lecun:12,left:[8,17,51,62,79],legal:48,leman:86,len:[2,8,24,28,39,60,81,83,84],length:[8,9,12,24,36,44,49,57,67,71,85,86],leq:8,less:[8,15,65,75,86],less_than:15,let02:71,let:[4,7,8,15,17,26,30,32,36,45,51,61,70,83],level:[6,8,30,36,49,65,67,77,83,85,86],lgtest:18,lgtest_main:18,lib64:[52,65,67],lib:35,libapi:18,libari:35,libcudnn:52,libjpeg:78,libpaddl:[34,35,44],libpaddle_capi:35,libpaddle_gserv:35,libpaddle_math:35,libpython:52,librari:[8,18,25,35,41,52,53,61,65,67,83],licens:84,life:19,lifecycl:75,lifetim:47,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,32,39,40,41,44,47,49,51,52,57,58,64,65,66,69,70,75,76,79,81,83,85,86],limit:[8,12,44,64,67],line:[1,2,4,7,12,18,22,27,29,32,38,44,51,58,59,63,64,65,69,70,76,78,79,83,84,85,86],linear:8,linearactiv:51,linguist:84,link:[8,9,18,28,29,44,47,52,61,70,75,81,85],linux:[28,52,53,58,70,86],linux_x86_64:46,lipeng:76,lipton:85,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,31,37,39,43,45,47,49,51,53,57,58,60,61,65,67,69,70,78,79,81,83,84,85,86],listen:[19,67],literatur:85,littl:[1,2,24,67,81,85],lium:86,live:[53,61],liwicki:85,load:[1,2,4,8,15,19,31,39,41,51,61,67,70,79,84,85,86],load_featur:79,load_feature_c:79,load_feature_pi:79,load_missing_parameter_strategi:[66,67,69,76,84],load_mnist:31,load_uniform_data:77,loadparamet:4,loadsave_parameters_in_pserv:[22,66,67],loc:7,local:[6,14,16,17,19,25,26,32,36,38,44,52,53,58,65,66,67,71,78,85],local_scop:16,localhost:53,localpath:29,locat:[8,14,18,49,57,60,81,84],lock:[18,19,23,24,42],lod:[36,49],lod_level:[39,50],lod_tensor:[36,50],lodtensor:[44,50],lodtesnordesc:50,log:[2,23,29,31,41,60,65,67,70,71,78,83,84,85,86],log_barrier_abstract:67,log_barrier_lowest_nod:[66,67],log_barrier_show_log:[66,67],log_clip:[66,67],log_error_clip:[66,67],log_period:[67,69,71,77,78,81,83,84,85,86],log_period_serv:[66,67],logarithm:5,logger:2,logic:[2,26,31,37,41,42,47,49,61,65],login:53,logit:31,longer:[19,41,86],look:[2,7,17,27,32,41,51,65,66,70,71,77,81],lookahead:8,lookup:81,loop:[16,17,40,47],loop_var:49,loss:[8,31,60,77,81,85,86],lot:[41,66,75],low:[8,49],low_rnn:36,lower:[8,36,65],lower_level_rnn:36,lowest:67,lpaddle_capi_shar:35,lpaddle_capi_whol:35,lrelu:31,lstm:[8,57,71,81],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:81,lstm_step:9,lstmemori:[9,57],lstmemory_group:8,ltr:8,lucki:51,mac:[35,52,53,58],machin:[8,9,12,14,31,41,42,51,58,60,66,67,69,70,71,75,81,83,85,86],machine_transl:57,maco:58,macro:[30,45,61],made:[2,19,24,51,57,82],mai:[2,8,9,16,17,40,41,42,43,44,47,53,62,64,70,82],main:[2,4,38,44,59,70,78,84,85],mainli:[25,61,67],maintain:[8,17,23,39,44,70],majel:18,major:[41,53,77,79,85,86],make:[2,7,8,15,17,18,19,23,24,26,32,36,37,40,41,44,49,52,53,58,59,60,61,64,65,70,75,78,81,83,85],make_ddim:62,make_function_oper:30,make_vari:48,maker:[44,45],male:82,malloc:60,man:28,manag:[14,19,24,25,29,41,47,50,59,65],manageri:82,mandarin:8,mani:[8,9,18,23,31,37,44,45,47,48,49,51,53,58,67,81,82,83,85],manipul:[39,45],mannal:65,manner:8,manual:[41,45,53,75],manufactur:86,manylinux1_x86_64:46,mao:85,map:[2,7,8,12,14,15,17,23,39,45,47,48,49,58,67,75,78,79,83],map_fn:49,map_read:12,mapper:12,mapreduc:15,marcu:85,mark:[2,31,32,36,42,47,50,57,75,84],mark_slot:84,market:[51,82,85],martha:84,mask:[6,8],master:[15,26,44,46,59,67,85],mastermind:18,mat:[34,35],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:[8,18,64],matchbox:75,math:[9,34,44,60,61,64],matirx:8,matmul:[17,36,49,61],matplotlib:78,matric:[4,57,60],matrix:[7,8,9,12,14,22,34,35,60,61,66,69,79,84],matrixptr:60,matrixtyp:35,matter:2,mattyp:22,max:[2,6,8,12,16,39,64,67,69,78,81,83],max_diff:16,max_id:[8,14,81],max_job_id:12,max_length:[8,57],max_movie_id:12,max_relative_error:[16,61],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,81],maxid_evalu:7,maxid_lay:81,maxim:[8,86],maximum:[7,8,12,17,24,57,61,64,67,81,84,85],maxinum:11,maxpool:8,mayb:[8,17,78],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,36,40,41,47,51,57,58,61,64,65,67,69,70,75,76,77,78,79,81,83,84,85,86],mean_img_s:78,mean_meta:79,mean_meta_224:79,mean_valu:79,mean_var_nam:8,meant:49,measur:[51,64],mechan:[8,9,25,45,57,70,85],media:85,meet:84,mem:[8,17,27],mem_per_p:43,mem_per_train:43,member:[12,15,32,37,39,47,61],memcpi:[37,64],memor:85,memori:[1,2,9,17,22,23,27,44,57,58,60,62,64,67,69,71,81,84,85,86],memory_boot:9,memory_nam:8,memory_test:58,memory_threshold_on_load_data:67,mention:[18,23,42,58],mere:9,merg:[8,24,26,36,37,59,67,76,86],mergedict:[76,86],messag:[17,32,38,39,44,45,50,51,59,67,71,83,85,86],meta:[65,78,79,81],meta_config:[65,83],meta_gener:[65,83],meta_path:78,metaclass:61,metadata:[28,70,71],metal:75,metaphor:32,metaplotlib:15,method:[2,8,10,14,16,17,26,31,32,42,44,47,49,50,53,60,61,62,64,67,69,81,85,86],might:[8,17,18,38,42,45,53,58,60,70],mileag:64,million:[12,69,82],min:[6,8,39,64,69,70,83],min_block:17,min_count:42,min_desc:17,min_pool_s:2,min_word_freq:12,mind:65,mini:[2,8,12,14,17,19,33,36],mini_batch:40,minibatch:[8,17,32,33,38],minim:[2,10,17,31,42,44,51,67],minimum:8,minimun:67,minst:2,minu:45,minus_grad:45,minusgradop:45,minusop:45,minusopgradmak:45,minusopprotoandcheckermak:45,minut:[19,26,58,70,86],mirror:[18,53],mislead:24,miss:[31,67,76,84],mit:70,mix:[9,49,57,84],mixed_lay:[9,84],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,52,53,70],mkl:[44,52],mkl_path:52,mkl_root:52,ml_data:[65,83],mnist:[2,4,21,31,32,38,40,41,43,44],mnist_provid:2,mnist_random_image_batch_read:40,mnist_train:[2,40],mnist_train_batch_read:40,mobil:44,mod:84,modal:84,mode:[8,14,59,67,77,78,79,83,85,86],model:[0,1,4,8,9,12,14,17,19,20,32,41,42,43,44,45,49,59,60,63,67,70,83,84,85],model_config:[4,77],model_list:[67,69,84,85],model_output:85,model_path:69,model_zoo:[76,79],modifi:[4,8,41,57,59,60,61,65,70],modul:[1,2,4,9,12,14,30,31,49,51,52,61,78,79,81,84],modulo:8,momentum:[6,47,51,81],momentumoptim:[51,78],mon:71,monitor:[81,85],mono:8,month:[18,81,86],mood:85,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,32,36,39,40,41,42,44,45,49,51,53,57,58,59,60,61,62,64,65,69,71,75,78,81,84,85,86],morin:8,mose:[85,86],moses_bleu:86,mosesdecod:85,most:[2,4,8,12,15,18,26,32,40,41,50,51,57,60,64,66,75,83,84,85,86],mostli:[75,78,82],motiv:44,mount:[27,53,70,71],mountpath:[70,71],move:[8,19,23,29,64,70,75,83,85],movement:[64,85],movi:[2,12,85],movie_categori:12,movie_id:83,movie_info:12,movie_review:12,movieid:82,movieinfo:12,movielen:80,moving_average_fract:8,mpi:65,mse:[32,38],much:[8,19,40,49,64],mul:[30,43,60,61],mul_grad:61,mul_op:61,mulgradkernel:61,mulit:65,mulkernel:61,mulop:[30,61],mulopgrad:61,mulopmak:61,multi:[8,37,60,66,67,75,79,86],multi_binary_label_cross_entropi:8,multi_crop:79,multigradientmachin:37,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,41,42,43,44,50,53,57,60,61,67,69,70,77,81,83,85],multipli:[7,8,60,78],multiprocess:12,multithread:2,music:82,must:[2,5,7,8,9,12,24,39,40,44,48,52,53,57,59,60,61,62,65,67,69,70,86],mutabl:62,mutable_data:[61,62],mutuable_data:62,mxnet:17,my_cluster_nam:70,my_external_dns_nam:70,mypaddl:71,mysteri:82,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,35,38,39,43,44,46,48,49,50,51,53,57,58,59,60,61,64,65,67,69,71,72,73,75,76,77,78,79,81,83,85,86],name_prefix:21,namespac:[17,33,34,53,60,61,71],nativ:8,natur:[23,26,42,49,69,84,85],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:81,nearli:16,necess:49,necessari:[2,8,17,24,26,37,39,48,49,52,60,65,81,85],necessarili:60,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,31,37,39,41,42,43,44,45,47,48,49,51,52,53,57,59,60,61,62,65,66,67,69,70,71,75,77,78,79,81,83,84,85,86],neg:[2,7,8,81,84,85],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:84,neighbor:81,ner:7,nerual:41,nest:[2,8,12,17,38],net:[8,9,17,31,36,47],net_conf:85,net_diagram:79,netop:[17,44],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,31,36,40,41,42,47,48,50,51,53,60,61,62,64,65,67,75,76,85,86],network_config:69,networkadministr:70,neural:[2,4,8,9,10,12,14,15,17,19,41,47,50,51,62,64,67,76,77,79,85,86],neuralnetwork:37,neuron:[4,60,81,85],never:[12,40,47,70,71],new_block_idx:39,new_stat:36,newblock:39,newest:24,newli:75,newop:17,newopdesc:39,newprogram:39,newremot:41,newtork:85,newvar:[17,47,49],newvardesc:39,next:[8,12,19,25,49,57,59,60,61,64,67,70,71,84,85,86],nfs4:70,nfs:70,nfsver:70,nginx:53,ngram:12,nic:[65,66,67],nil:23,nine:[12,84],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:86,nnz:60,no_cach:2,no_grad_set:[16,61],no_sequ:[2,8,83],noah:85,noavx:53,node:[8,18,26,41,42,43,44,50,58,60,65,67,70,71,75,85,86],node_0:70,node_1:70,node_2:70,nodefil:65,noir:82,nois:[8,19,31,77],noise_dim:77,noisi:31,non:[8,19,60,61,67,70],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,31,33,36,38,39,43,48,49,50,51,57,79,81],nonlinear:60,nor:58,norm:[9,31,77],norm_by_tim:8,normal:[2,4,8,9,12,57,60,65,67,71,76,77,79],normzal:79,north:78,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,40,44,52,53,61,62,64,67,69,70,76,78,83,85],notebook:[27,53],noth:[5,14,47,58,59,67],notic:[57,60],notingradi:61,notion:49,notori:16,novel:85,now:[2,8,12,18,19,31,42,44,45,47,51,53,59,67,70,77,83,84],np_arrai:12,nproc:[52,58],ntst1213:86,ntst14:86,nullptr:[45,47,60],num:[8,9,65,67,81,84,85,86],num_channel:[8,9,78],num_chunk_typ:7,num_class:[8,9,78],num_filt:[8,9],num_flatten_dim:50,num_gradient_serv:[66,67],num_group:8,num_neg_sampl:8,num_p:[41,43],num_parameter_serv:15,num_pass:[14,51,66,67,69,71,81,83,84,85,86],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_step:49,num_train:[41,43],number:[2,7,8,9,12,17,19,21,40,42,44,48,49,51,58,59,60,65,67,70,76,78,79,81,84,85,86],numchunktyp:7,numdevices_:69,numer:61,numeric_grad:16,numerical_grad:16,numlogicaldevices_:69,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,31,39,40,51,52,61,77,79],numreal:22,numsampl:64,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:58,nv_librari:18,nv_test:18,nvcc:[18,53],nvidia:[52,53,58,64,67],obei:7,obj:[2,51,78,79,81,83],object:[2,4,6,8,9,10,12,14,15,22,31,34,39,43,44,47,50,62,64,77,78,79,81,84],observ:[8,10,51,60,64,86],obtain:[26,81,84,85],obvious:18,occup:[82,83],occur:[12,14],occurr:17,oct:71,odd:8,off:[35,53,58,59,75],offer:[4,17,43,44,48,84],offici:[8,18,53,70,78],offlin:[19,21,75],offset:[8,22,83],often:[22,65,81,86],ograd:60,old:[16,24,26,44,53,67],omit:81,on_init:2,on_travisexclud:52,onc:[2,8,19,23,32,41,42,53,60,70,81],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,31,36,37,38,39,40,41,43,44,45,47,49,51,53,58,59,60,61,65,67,69,70,71,75,76,77,78,79,81,83,84,85,86],one_host_dens:83,one_hot_dens:83,onehotcrossentropyopkernel:61,ones:[30,31,44,61],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,36,37,39,41,42,43,44,48,49,51,52,57,58,59,60,61,62,64,66,67,69,70,71,75,76,79,81,82,85,86],onlin:[8,10,19,21,40],only_cpu:16,onto:[41,42,70],op_:61,op_check:61,op_class:[44,48],op_maker_class:[44,48],op_proto:48,op_test_util:61,op_typ:44,opattrcheck:61,opcreat:48,opdesc:[17,32,38,39,44,45,48,50],opdescbind:45,opdescbuild:17,open:[2,8,15,21,31,40,51,53,70,79,81,84],openbla:52,openblas_path:52,openblas_root:52,oper:[8,9,10,12,16,17,31,32,36,41,43,47,50,53,57,60,62,64,67,70,76,78,83],operator_grad:16,operatorbas:[17,30,44,45,48,61],operatorwithkernel:61,opinfo:[44,45],opinfomap:45,opinion:85,opkernel:62,opkernelkei:44,opmak:48,opproto:61,opprotoandcheckermak:[45,61],opprotomak:[48,61],opregist:48,opregistri:48,ops:[16,17,18,32,38,39,44,50,61,75],ops_:17,ops_test:18,opt:[15,43,48,52],optestmeta:61,optim:[2,6,13,14,16,31,37,38,39,41,42,43,44,51,60,64,85],optimize_op_attr:39,option:[2,7,8,15,18,31,38,48,50,51,58,59,60,65,69,75],optyp:48,order:[2,8,9,12,14,32,40,49,60,67,70,71,75,77,79,81,85,86],ordereddict:14,ordinari:85,oregon:70,org:[7,8,9,12,21,28,31,52,53,77],organ:[7,8,78,85,86],orient:48,origin:[1,2,8,12,16,31,47,49,62,77,84,86],other:[2,7,8,9,12,17,19,24,29,36,47,48,52,53,57,58,59,69,70,71,75,76,77,78,79,81,82,84,85,86],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,31,40,57,59,65,69,83,86],our:[15,18,31,41,42,45,47,49,50,53,57,58,59,60,70,71,76,78,81,84,85,86],out:[8,14,15,17,18,23,26,36,39,50,51,57,61,62,64,67,70,71,78,85],out_dir:70,out_left:8,out_mem:57,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:68,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:84,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,33,36,38,39,40,41,42,44,45,47,48,49,50,51,57,58,60,61,62,64,67,69,71,76,77,78,79,81,83,84,85,86],output_:[8,60],output_all_step:36,output_dir:79,output_fil:84,output_id:8,output_lay:[14,79],output_max_index:11,output_mem:[8,57],output_nam:16,output_num:36,output_path:21,output_s:50,output_seg:49,outputbuff:22,outputgradi:45,outputh:8,outputw:8,outsid:[2,8,9,47],outter_kwarg:2,outupt:49,outv:60,over:[1,8,9,14,15,49,59,60,64,81,84,85],overal:[31,75],overcom:85,overhead:64,overlap:[7,8,60],overlap_threshold:[7,8],overrid:[17,19,29,43,60,61,62],overview:[23,24,25],overwrit:29,own:[24,26,41,43,48,53,61,65,70],owner:58,pack:[49,53],packag:[2,12,23,27,30,46,53,59,61,70],pad:[9,81],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,31,33,34,35,36,37,38,41,43,44,48,49,50,51,52,53,54,57,58,59,60,61,63,64,65,67,69,70,75,77,78,81,83,84,85,86],paddle_begin_init_param:24,paddle_dir:61,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:[61,62],paddle_error:[34,35],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[34,35],paddle_matrix_cr:35,paddle_matrix_get_shap:34,paddle_matrix_shap:34,paddle_n:65,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:71,paddle_paramet:24,paddle_port:65,paddle_ports_num:65,paddle_ports_num_for_spars:65,paddle_pserver2:65,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:76,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:76,paddle_train:[35,46,65],paddledev:[70,71],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,32,33,36,37,39,40,43,44,47,49,50,51,52,57,59,60,61,63,64,65,72,73,75,79,81,83,84,85],paddlepadl:2,paddpepaddl:2,page:[59,70,83],pai:53,pain:43,pair:[7,8,17,32,41,44,84],pakcag:18,palceholder_just_ignore_the_embed:76,palmer:84,paper:[8,31,76,77,79,84,85,86],para:22,paraconvert:76,paradigm:44,paragraph:[36,85],paragraph_data:36,paragraph_out:36,parallel:[41,42,44,58,64,67,69,70,71,86],parallel_nn:[6,66,67],param:[6,8,9,12,16,17,24,37,62],param_attr:[8,9,22,51,57],param_config_proto:24,paramattr:[6,8,51,57],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,32,36,38,40,41,47,48,49,51,60,62,63,69,77,78,81,83,84,85,86],parameter_attribut:8,parameter_block_s:[66,67],parameter_block_size_for_spars:[66,67],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:60,parametermutex_:22,parameters_:60,parameterserver2:22,parameterset:15,parameterupdat:37,parameterupdater_:22,parametris:10,paramt:[70,76],paramutil:83,paraphras:86,paraphrase_data:76,paraphrase_model:76,paraspars:60,parent:[17,38,39,44,60],parent_:[17,47],parent_idx:39,parenthes:44,pars:[4,12,18,58,69,70,77,83,84],parse_config:[4,77],parser:83,part:[2,7,8,17,26,38,39,51,57,59,60,64,75,77,81,83,84,85,86],parti:[58,64,83],partial:[8,14,77],partial_sum:8,particip:61,participl:76,particular:[32,44,64],partit:[19,21,41,42,44,70],pass:[2,8,14,17,19,31,37,40,44,47,49,50,51,59,60,64,65,67,70,71,77,78,81,83,84,85,86],pass_id:14,pass_idx:40,pass_test:77,passtyp:60,password:65,past:[15,53,70],patch:28,path:[1,2,7,12,14,19,23,24,27,40,51,52,65,67,69,70,71,76,78,79,81,84,85,86],pattern:[12,19,34,51,70,85],paul:84,paus:[19,26],pave:86,pdf:[8,9],pem:[15,21,70],pend:[19,23],penn:84,peopl:58,per:[7,8,12,19,24,40,61,67,78,81],perfom:[67,69],perform:[1,8,16,24,31,37,44,51,57,58,60,61,63,65,66,77,78,81,85,86],period:[1,19,26,43,67,81,83,84,85,86],perl:[85,86],permiss:70,peroid:8,persist:70,persistentvolum:70,persistentvolumeclaim:70,person:[7,15],perspect:[44,64],perturb:[16,60],peter:43,pex:75,pfs:[21,29,43],pfsclient:21,pfspath:29,pgp:70,phase:[51,75],photo:[31,78],physic:75,pick:[2,70],pickl:83,pictur:81,piec:[8,9,51,62],pillow:[27,78],pip:[46,52,59,65,78,83],pipe:82,pipelin:84,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,41,42,44,60,61,62,64,65,79,86],placehold:[31,51,62,76],placement:42,plai:[84,85],plain:[1,7,8,27,35],plan:[19,44,60],platform:[17,51,61,62,70],pleas:[2,4,6,8,9,10,15,19,23,24,25,36,39,40,41,43,44,52,53,54,57,58,59,60,61,62,70,76,78,81,83,84],plot:[15,78],plotcurv:78,plu:[8,16],pne:61,png:[78,79],pnpairvalidationlay:67,pnpairvalidationpredict_fil:66,pod:[21,27,70,71],pod_nam:70,point:[17,19,27,43,51,58,61,62,64,75],pointer:[17,24,39,44,47,62],polar:[12,85],polici:70,polit:85,poll:85,pollut:26,poo:78,pool3:60,pool:[2,9,13,78,81,83],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:[9,81],pooling_typ:[8,81],poolingtyp:11,pop:17,popul:24,popular:[18,31,51,79],port:[18,53,65,66,67,70,71],port_num:66,ports_num:67,ports_num_for_spars:[22,66,67,69],pos:[83,85],pose:19,posit:[2,7,8,9,81,84,85,86],positive_label:7,possibl:[15,17,23,39,42,64,77],post1:52,post:[27,28],potenti:[44,64],power:[62,75,81,86],practic:[8,51,57,60],pre:[2,8,9,12,15,24,53,70,71,76,78,84,85,86],pre_dictandmodel:76,pre_stat:[36,49],preambl:39,precis:[7,52],precision_evalu:7,pred:[81,84],predefin:85,predetermin:[8,67,86],predic:[12,84],predicate_dict:84,predicate_dict_fil:84,predicate_slot:84,predict:[2,3,7,8,10,14,41,51,57,65,67,76,81,86],predict_fil:67,predict_lay:14,predict_output_dir:[66,67,81],predict_sampl:4,predicted_label_id:81,prediction1:14,prediction2:14,predictor:83,predin:78,prefer:85,prefetch:[22,60],prefix:[7,19,21,61,70],pregrad:60,preinstal:52,premodel:76,prepand:39,prepar:[4,16,27,37,57,72,81],prepend:39,prepend_oper:39,preprcess:85,preprocess:[12,49,65,71,85],prerequisit:52,present:[15,17,49,59,79,84,86],preserv:29,pretti:51,prev_batch_st:[66,67],prevent:[1,10,15,19,23,26],preview:44,previou:[8,9,14,19,29,36,42,60,67,70,84,86],previous:[8,71,79],previous_memori:17,price:[12,44,51],primari:32,primarili:85,primit:49,principl:[15,18],print:[6,14,15,41,50,51,67,76,81,83,84,85,86],printallstatu:64,printer:7,printstatu:64,priorbox:8,prioriti:44,prite:7,privat:[17,35,47,48,49,59,62],privileg:[58,70],prob:[7,14,77],probabilist:[8,76],probability_of_label_0:81,probability_of_label_1:81,probabl:[7,8,14,57,79,81,84],problem:[4,8,10,15,16,18,26,31,32,44,58,59,81,84,85],proc:53,proc_from_raw_data:81,proce:[12,19,40,70],procedur:[17,62,76,84,86],proceed:[8,84],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,41,48,51,53,57,65,67,69,70,71,76,78,79,81,83,84,85,86],process_num:12,process_pr:81,processdata:[78,79],processor:64,prod:[50,53,59],produc:[8,9,12,19,40,50,53,79,81],product:[8,27,53,59,60,70,81,85],productgraph:71,profil:[29,52],proflier:64,program:[1,12,15,21,24,26,32,33,40,41,43,44,47,53,59,64,65,67],programdesc:[39,43],programm:[39,41,45,82],progress:[19,23,67],proivid:2,proj:8,project:[8,9,27,35,52,57,60,61,83],promis:[8,9],prompt:29,prone:15,prop:84,propag:[10,61,67,69],properli:[58,81],properti:[2,67],propos:[17,42,49,86],proposit:84,protect:[48,60,61],proto:[11,38,44,48,50,61],proto_:48,protobuf:[14,17,27,32,38,39,44,45,48,52],protocol:[7,67,75],prove:81,proven:86,provid:[8,12,15,17,24,27,31,43,48,49,51,53,62,64,65,70,75,76,77,78,79,82,85],providermemory_threshold_on_load_data:66,provis:[70,75],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,44,65,66,67,70],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,66,67],pserver_spec:14,pserverstart_pserv:66,pseudo:[15,27,45,49],pseudocod:49,psize:60,ptr:35,pull:[18,44,46,53,76,86],punctuat:85,purchas:81,purpos:[8,19,41,42,64],push:17,push_back:60,put:[18,19,22,39,42,50,53,60,65,71,81],pvc:70,pwd:[53,58,59],pxe:75,py_paddl:[4,77],pybind:17,pydataprovid:[1,2,81],pydataprovider2:[3,4,51,81,83,85],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,32,34,37,44,46,49,51,52,57,58,59,65,76,77,78,84,85,86],pythonpath:78,pzo:85,qualifi:52,qualiti:81,queri:[8,70,86],question:[8,15,42,48,70,84],queue:42,quick:[67,71,80,86],quick_start:[27,70,71,72,81],quick_start_data:71,quickli:[44,51],quickstart:71,quit:64,quot:82,r_t:8,rac:8,rais:12,rajathkmp:31,ramnath:85,ran:[42,64],rand:[31,64,67,69,77,84],random:[2,6,8,12,21,31,37,40,51,61,67,77,78,84],random_imag:21,random_uniform:50,randomli:[26,85],randomnumberse:66,rang:[2,8,12,21,31,40,41,43,48,67,69,78,82,84],rank:[8,15,49,62,70,79,81],rare:2,rate:[6,7,9,10,12,24,60,65,78,81,83,85,86],rather:[4,27,31,49,70,85],ratio:[8,67],raw:[8,51,81,85],raw_meta:83,rdma:[52,67],rdma_tcp:[66,67],reach:[19,64,84],read:[1,2,12,14,15,19,21,40,41,42,44,49,51,57,58,59,65,70,75,79,81,83],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:44,reader:[0,14,21,31,32,38,39,41,43,86],reader_cr:21,reader_creator_bool:40,reader_creator_random_imag:[12,40],reader_creator_random_image_and_label:[12,40],readi:[19,51,70,71,75,78],readlockguard:22,readm:[35,59,82,83,85],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:70,real:[2,8,22,31,40,51,77],realist:15,realiz:[17,36],reaon:50,reason:[9,15,16,19,53,71],recal:7,receiv:[19,27,42],recent:86,reciev:67,recogn:78,recognit:[2,8,79,85],recommand:2,recommend:[1,9,15,53,57,60,65,67,83],recommonmark:52,recompil:64,record:[12,23,48,50,59,70,84],recordio:[12,15,21,23,41,43],recov:[19,49,51,77],recover:44,recoveri:23,rectangular:8,rectifi:8,recurr:[47,84,85],recurrent_group:[9,57],recurrent_lay:9,recurrent_op:49,recurrentgradientmachin:[35,49],recurrentgroup:7,recurrentlay:67,recurs:[17,18,29,44],recv:[41,42,70],recvparametertyp:22,red:31,reduc:[10,42,44,65,67,69],reduce_by_kei:44,reduce_mean:31,refactor:[32,37,39,41,42,49],refer:[1,4,6,8,9,10,16,17,19,23,24,25,36,38,39,44,47,49,57,58,59,60,61,62,65,71,76,78,81,83,86],referenc:[8,23],reflect:23,refrain:61,reg:48,regard:[75,84],regardless:86,regex:83,region:[8,47,64,84],regist:[45,60,64],register_gpu_profil:64,register_lay:60,register_op:[30,44,45,48,61],register_op_cpu_kernel:61,register_op_gpu_kernel:61,register_op_without_gradi:[44,61],register_oper:45,register_tim:22,register_timer_info:64,registerop:48,registr:61,registri:[27,53,71,75],regress:[8,80],regular:[6,60,70,78,81,85],reinforc:43,rel:[1,9,16,26,61,65],relat:[2,19,26,27,47,50,53,71,75,85],relationship:[45,51,77],releas:[43,46,52,53,70,82,84],relev:[61,84,86],reli:[16,52,61],reliabl:19,relu:[8,31,60],remain:[49,81],rememb:8,remot:[6,18,22,44,59,60,65,67,69,70],remote_ess:43,remote_sess:43,remoteparameterupdat:[22,25,67],remov:[12,29,59,65,67,85],renam:[29,86],reorgan:8,repeat:[17,32,38,48,50],repeatedli:32,replac:[18,23,43,45,53,85],replic:41,replicaset:27,repo:18,report:[23,41,64,65],reportdataset:23,repositori:[8,59],repres:[2,4,8,9,17,23,39,42,43,44,49,50,57,60,70,78,81,82],represent:[8,24,31,32,41,81,85],reproduc:[58,86],request:[18,19,22,26,41,44,46,70,71,75,76,86],requir:[1,7,8,15,19,24,26,27,29,36,38,41,42,44,48,50,58,60,61,65,70,71,75,77,78,81,83],res5_3_branch2c_bn:79,res5_3_branch2c_conv:79,res:84,research:[12,41,78,82,85],resembl:85,reserv:[2,29],reserveoutput:60,reset:[8,19],reshap:[16,40,45,62],reshape_s:8,resid:58,residu:79,resiz:[22,61,62],resnet:80,resnet_101:79,resnet_152:79,resnet_50:79,resolv:[18,59,71],resourc:[43,53,70],respect:[2,16,31,36,51,57,60,67,78,79,84,86],respons:[8,22,31,37,70,71],rest:[2,8,17,27,28,51,75],restart:[19,24,70,71,75],restartpolici:[70,71],restor:16,restrict:[47,67],resu:40,result:[4,5,7,8,14,16,23,31,32,37,41,61,62,64,67,70,78,79,81,83,84,85],result_fil:7,resum:26,retain:62,retir:82,retran:70,retriev:[17,47,58,60,71],return_seq:9,reuqest:46,reus:[17,26,40,44,60,61],rev:58,reveal:15,revers:[8,9,57,84,85],review:[12,59,71,81,85],reviews_electronics_5:71,revis:81,rewrit:[18,61,86],rgb:8,rgen:85,rho:10,rich:51,right:[2,8,16,17,18,27,44,79],rkt:[27,58],rmsprop:81,rnn:[8,9,17,31,39,44,47,63,66,81,85],rnn_bias_attr:57,rnn_layer_attr:57,rnn_out:57,rnn_output:49,rnn_step:8,rnn_use_batch:[66,67],rnnlm:12,rnnstep:49,roadmap:49,robot:78,robust:8,role:[12,15,23,24,41,70,80,85],rollback:39,roman:85,romanc:82,root:[10,11,65,70,71],root_dir:65,rot:8,roughli:[2,77],routledg:85,row:[4,7,8,12,22,60,79],row_id:8,rpc:23,rpcserver:23,rsize:70,rtk:75,rtype:[8,12],rule:[7,32,41,60,70],run:[15,16,17,18,19,27,30,31,32,36,38,41,42,43,44,47,50,53,59,60,62,63,64,67,70,72,73,75,76,78,79,81,83,85,86],runinitfunct:64,runnabl:42,running_on_cloud:27,runtim:[1,2,17,36,43,44,50,52,53,65],runtime_table_:17,s_param:77,s_recurrent_group:57,sacrif:1,safe:27,sai:[8,32,33,51,58,67,69],sake:60,sale:82,same:[2,4,7,8,9,14,15,16,23,24,26,30,31,36,41,43,44,45,47,49,57,61,62,65,69,70,76,81,83,84,85,86],samping_id:8,sampl:[2,4,7,12,31,48,65,67,69,76,77,79,81,83,84,85,86],sample_dim:77,sample_id:7,sample_num:7,sampler:31,santiago:85,satifi:7,satisfi:[18,65,70,81],save:[2,8,12,14,19,21,23,24,27,32,41,50,51,58,67,69,70,71,78,79,81,83,84,85,86],save_dir:[51,67,69,71,77,78,81,83,84,85,86],save_only_on:[66,67],saving_period:[66,67],saving_period_by_batch:[66,67,69,81],saw:2,scalabl:44,scalar:[2,8,17,33,49],scale:[5,41,42,48,61,79,82],scaleop:61,scaleopmak:[44,61],scalingproject:8,scan:[23,44],scatter:8,scenario:[51,66],scene:66,schdule:70,schedul:[23,27,42,70,77],scheduler_factor:6,schema:76,scheme:[7,22,61,84],schmidhub:85,schwenk:86,sci:82,scienc:85,scientist:82,scope:[16,39,43],score:[7,8,83,85,86],screen:83,scrip:81,script:[4,12,58,61,65,70,78,79,81,84,85,86],seaplane_s_000978:78,search:[8,19,47,52,57,67,84,86],seat:86,second:[2,8,15,29,31,36,38,40,47,48,51,53,61,65,76,79,81,82,85],secret:70,section:[2,39,42,57,60,65,70,81],sed:85,see:[2,4,8,9,15,19,39,41,43,51,53,59,61,62,64,70,76,77,79,81,83,85,86],seed:[64,67],seem:18,seen:61,segment:[7,36,49,62],segmentor:76,sel_fc:8,selcet:8,select:[8,59,70,82,86],selected_indic:8,selectiv:8,selector:71,self:[16,31,39,49,50,51,60,61,82,85],selfnorm:8,semant:[12,15,46,80,85],semat:15,sen_len:84,send:[19,24,41,42,44,48,50,67,70],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,41,44,48,71],sentenc:[2,8,12,36,49,57,81,84,85,86],sentence_input:49,sentiment:[2,51,80,81,84],sentiment_data:85,sentiment_net:85,sentimental_provid:2,separ:[2,7,24,30,45,67,76,81,82,83,84,86],seper:49,seq:[8,12,83],seq_len:49,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[76,86],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,76,86],seqtoseq_net:[8,76,86],sequel:2,sequenc:[2,5,7,8,9,11,12,17,32,38,49,60,76,81,83,84,85,86],sequence_conv_pool:81,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,57,81,84],seri:[9,85],serial:[2,14,17,23,37,44,50],serv:[41,44,49,53,64,70,77],server:[15,18,22,25,26,41,44,53,60,65,66,75],serverless:19,servic:[53,75,82],sess:[31,43],session:[53,64],set:[1,2,4,6,7,8,9,12,14,15,19,27,31,36,39,44,47,49,51,52,53,57,58,60,61,62,63,64,65,66,67,69,70,71,76,78,79,81,82,83,84,85,86],set_active_typ:60,set_default_parameter_nam:6,set_drop_r:60,set_float_el:16,set_input:8,set_siz:60,set_typ:60,setdefault:61,setp:70,setq:58,settup:60,setup:[2,46,53,60,61,75,81],sever:[2,7,8,16,22,31,36,37,49,65,69,70,80,81,83,84,85,86],sexstant:75,sgd:[10,14,15,19,27,37,41,42,43,65,77,85,86],sgdasync_count:66,shall:18,shallow:84,shape:[8,12,14,16,17,31,33,36,38,39,43,44,61,62,79],shard:[19,20,21,22,23,24,26,41,42,70],share:[8,18,31,35,37,44,49,52,53,58,61,64,67,71,84],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[34,35,47,62],shell:[70,79],shift:79,ship:78,shold:85,shop:85,shorten:8,shorter:79,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,31,36,37,38,40,41,44,45,48,49,51,57,59,61,65,70,78,81,83,84,85,86],should_be_fals:15,should_be_tru:15,should_shuffl:[2,84],show:[4,7,10,17,19,29,33,36,38,49,51,58,62,67,70,71,76,79,81,83,84,85,86],show_check_sparse_distribution_log:[66,67],show_layer_stat:[66,67],show_parameter_stats_period:[66,67,69,71,81,84,85,86],shown:[2,8,15,41,57,60,62,64,70,77,78,79,81,83,85,86],shrink:60,shuf:83,shuffl:[2,12,83,85],sid:70,side:[8,14,37,62,79],sig:70,sigint:65,sigmod:48,sigmod_op:48,sigmod_output:48,sigmoid:[8,17,43,48,49,60],sigmoidactiv:9,sign:[28,70],signal:65,signatur:70,signific:64,similar:[8,40,42,44,49,61,70,75,81,83],similarli:[8,12,61,84],simpl:[1,2,5,7,8,9,12,14,32,38,42,47,48,49,52,53,59,64,67,81,83,84,85],simple_attent:57,simple_gru:[57,81],simple_lstm:[8,81],simple_rnn:[8,57],simpler:37,simplest:70,simpli:[1,8,15,24,36,52,53,57,64,76,79,83,85,86],simplifi:[15,39,48,60,71],simultan:70,sinc:[8,19,23,25,26,40,41,43,45,49,50,51,53,62,64,70,75,77,81,82,86],sincer:[59,85],singl:[2,7,9,12,19,41,42,43,44,47,53,60,65,71,79,81,84,86],sinlg:14,site:[18,70],six:[76,84,86],size:[2,7,8,9,10,12,14,19,21,22,24,31,39,40,41,43,48,49,51,57,60,61,62,65,67,77,78,79,81,82,84,85,86],size_a:8,size_b:8,size_t:[22,49,60],sizeof:[17,76],skill:86,skip:[40,51,59,65,70,79],sliceproject:8,slide:[8,10,12,19],slightli:[31,78],slope:8,slopeinterceptlay:8,slot:[83,84],slow:[2,64],slowli:58,small:[2,12,16,31,60,65,67,78,86],small_messag:[66,67],small_vgg:78,smaller:[8,16,19],smart:47,smartli:8,smith:85,smooth:8,snap:71,snapshot:[20,26,70],snippet:[30,57,60,64,70,81],social:85,sock:27,sock_recv_buf_s:[66,67],sock_send_buf_s:[66,67],socket:67,softmax:[8,9,15,17,33,38,41,42,43,57,60,76,81,84,85],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:81,softwar:[53,64,75],solid:31,solut:75,solv:[15,41,44,84],solver:86,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,32,36,38,39,41,42,44,47,49,50,51,52,59,60,61,62,64,66,67,69,70,75,77,81,82,83,84,85,86],some_c_api_funct:35,some_inst:35,some_op:[36,49],some_python_class:34,somecppclass:34,somedata:14,somegotyp:34,someth:[2,8,22,39,58],sometim:[8,10,40,58,64,85],somewhat:24,somewher:47,soon:19,sophist:[51,60,65],sort:[8,12,49,67,70,83,85,86],sort_by_length:49,sourc:[8,12,16,18,29,31,35,40,44,51,53,57,59,63,70,71,76,81,83,86],source_dict_dim:57,source_language_word:57,space:[7,8,39,42,53,57,58,64],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,60,62,65,67,70,81],sparse_binary_vector:[2,12,81],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:60,sparseprefetchrowcpumatrix:60,spatial:[8,78],speak:[57,86],spec:[70,71],specfii:67,speci:78,special:[8,24,39,41,52,61,76,81,86],specif:[1,14,18,19,29,44,47,58,61,69,78,81,83],specifi:[1,2,7,8,15,16,22,23,24,27,29,31,39,41,43,47,48,49,51,52,57,58,60,62,67,70,77,78,79,81,82,83,85,86],speech:8,speed:[9,53,75],spefici:79,sphinx:[34,52,53],sphinx_rtd_them:52,split:[2,8,26,33,44,49,65,69,70,76,79,81,84],split_count:70,sql:1,sqrt:8,squar:[8,10,11,51],square_error_cost:51,squarerootnpool:8,squash:86,srand:67,src:[18,86],src_backward:57,src_embed:57,src_forward:57,src_root:4,src_word_id:57,srl:[12,84],ssd:8,ssh:[53,65,70,71],sshd:53,ssl:52,sstabl:15,stabil:[16,61],stabl:[46,70],stack:[44,49,51,70,81,84],stacked_lstm_net:85,stacked_num:85,stackexchang:8,stage:[18,25,31,50,59,65],stake:86,stale:[19,43],stamp:64,standard:[6,44,58,76,78,84,85,86],stanford:[12,16,71],star:[18,82],start:[8,9,14,18,19,22,23,24,26,27,37,41,51,53,57,58,64,65,67,74,76,80,83,86],start_pass:[66,67],start_po:8,start_pserv:67,startup:[19,27,70],stat:[52,64,67,84,85,86],state:[8,9,19,36,47,49,51,57,67,71,77,84,86],state_act:[8,9],statement:[32,60,70],static_cast:62,staticinput:[8,57],statist:[8,67,81,84,85,86],statset:64,statu:[27,59,64,70,71],status:71,std:[14,18,22,34,35,44,45,47,48,60,61,62,67],stderr:65,stdout:65,step:[4,8,9,11,16,17,19,24,31,32,37,39,41,42,44,48,49,53,57,59,60,64,65,70,71,75,81,83,84,85,86],step_id:49,step_input:49,step_net:17,step_output:49,step_scop:44,stepnet:[17,36,44,47],still:[23,26,41,45,62,79],stirng:39,stmt1482205552000:70,stmt1482205746000:70,stochast:[10,19,23,26],stock:85,stop:[8,53,58,65,67,71,83],storag:[28,52,70,71,78],store:[7,8,12,14,16,17,18,22,37,38,39,41,43,44,45,47,49,60,61,62,65,67,70,71,76,78,79,81,83,84,85,86],str:[14,27,49,69],straight:38,strategi:[2,11,19,42,67,84],street:[8,84],strength:77,strict:40,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,38,39,43,44,45,47,48,50,60,61,67,70,85],strip:[81,84],struct:[23,24,28,35,45,48],structur:[17,23,31,38,39,44,65,70,76,78,81,83,84,85,86],sts:70,student:82,stuff:[17,59],stun:2,style:[2,8,44,48,52,59],sub:[7,8,12,15,26,31,36,37,39,41,57,60,78,81,86],sub_nest_seq:8,sub_sequ:[2,8],subclass:39,subcommand:29,subgradi:10,subgraph:[31,42],submiss:41,submit:[44,59,66,67,70],subnet0:70,subnet:[15,70],subobjectpath:71,subsequ:8,subsequenceinput:8,subset:[60,86],substanti:79,substitut:86,succe:85,succeed:[23,71],success:[8,24,70,71,79,84],successfulcr:71,successfuli:85,successfulli:[61,79,83,85],successor:[67,86],sucessfulli:86,sudo:[52,58,70,78],suffer:16,suffic:[40,51],suffici:67,suffix:[27,86],suggest:[8,18,64],suit:75,suitabl:[59,67,78],sum:[8,10,17,20,57,60],sum_:8,summar:[31,81,85],sumopgradmak:45,sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,31,37,40,41,42,44,45,52,53,57,58,59,60,61,62,64,67,70,75,84],suppos:[18,30,51,60,81],suppress:[8,29],sure:[44,58,59,60,70,78,85],surpass:8,survei:85,svs:48,swagger:28,swap_channel:79,swig:[4,25,34,35,52],swig_paddl:[4,77],switchop:17,symbol:[8,17,35],symbols_ready_:17,symbolt:[17,44],symlink:59,sync:[19,59,67,77],syncflag:60,synchron:[10,19,23,65,67,70],syntact:84,syntax:[40,83],synthect:51,synthes:77,synthet:51,sys:79,system:[17,18,19,24,26,28,30,31,41,42,52,53,61,65,71,81,84,85,86],t2b:76,tab:[53,81],tabl:[2,7,8,17,50,79,81,86],tableproject:8,tag:[7,12,53,57],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,33,38,39,44,45,49,50,57,58,60,61,64,70,71,77,84,86],taken:[2,49,84],talk:24,tanh:[8,9,31,41,57,60],tanhactiv:9,taobao:85,tar:[14,52,70],tarbal:70,target:[8,12,14,17,18,31,41,43,44,50,57,59,61,76,81,86],target_dict_dim:57,target_dictionary_dim:8,target_language_embed:8,target_language_word:57,target_link_librari:18,targetinlink:8,task:[2,7,8,41,48,51,57,69,76,79,84,85,86],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:85,tcp:[67,70],teach:81,tear:64,technic:19,technician:82,techniqu:[57,60],technolog:58,tee:[71,78,84,85,86],tell:[19,23,24,48,53,64,83],tellig:85,templat:[30,48,61,62,71,75,84],tempor:[8,81,84],temporari:27,ten:58,tensor:[16,18,31,36,42,43,49,50,61],tensor_array_read:49,tensor_array_s:49,tensor_array_stack:49,tensor_array_unstack:49,tensor_array_writ:49,tensor_desc:50,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:49,tensorflow:[17,31,33,41,42,49,62],term:[8,9,19,84,85],termin:71,terminolog:51,tese:1,tesh:84,tessorarrai:49,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,35,40,43,46,52,53,62,63,64,65,66,76,78,79,81,82,86],test_:61,test_all_data_in_one_period:[71,78,83,84,85],test_check_grad_ingore_i:61,test_check_grad_ingore_x:61,test_check_grad_norm:61,test_data:86,test_fcgrad:60,test_gpuprofil:64,test_layergrad:60,test_list:[2,51,78,81],test_mul_op:61,test_norm:61,test_part_000:85,test_pass:[66,67,69,86],test_period:[66,67,69],test_ratio:83,test_wait:[66,67],testa:15,testb:15,testbilinearfwdbwd:64,testcas:61,testconfig:60,tester:[83,86],testfcgrad:60,testfclay:60,testlayergrad:60,testmodel_list:66,testmulgradop:61,testmulop:61,testq:15,testresult:14,testsave_dir:66,testutil:60,text1:29,text:[1,2,7,9,12,15,36,53,70,76,80,81,83,85],text_conv:81,text_conv_pool:83,text_fil:[12,85],tflop:64,tftp:75,tgz:[12,52],than:[2,4,6,7,8,9,19,27,30,31,39,44,45,49,52,53,57,58,60,65,70,75,79,84,85,86],thank:[76,86],the_current_program:39,thei:[2,8,15,18,19,24,26,29,31,32,39,42,43,44,48,49,51,53,57,58,60,61,62,64,65,66,70,79,85],them:[1,2,7,8,9,15,16,18,19,22,27,30,40,42,44,45,47,48,49,50,51,53,58,61,64,66,67,70,78,79,81,83,85,86],themselv:18,theori:64,therefor:52,therein:[8,17],therun:79,theta:31,theta_d:31,theta_g:31,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,32,36,37,38,39,40,41,42,43,44,48,49,50,51,52,53,57,58,59,60,61,62,64,65,67,69,70,71,75,76,77,78,79,81,82,83,84,85,86],thing:[2,31,51,59,64,83,84],think:[15,18],third:[8,19,61,64,79,85],third_parti:8,thirt:58,those:[17,18,19,30,32,33,38,79,84],though:[49,75],thought:[18,64],thread:[60,64,67,69,83,84,85,86],thread_local_rand_use_global_se:[66,67],threadid:69,threadloc:64,three:[2,7,8,16,19,32,37,38,40,51,67,77,79,85,86],threshold:[6,7,8,19,23,67,85],thriller:82,through:[4,8,18,19,23,25,43,57,60,61,64,65,76,77,78,85,86],throughout:81,throughput:64,thrust:44,thu:[2,8,26,51,60,70,86],tier:71,tight:52,time:[2,8,9,11,12,15,16,18,19,23,26,30,36,39,40,41,42,44,45,48,49,50,51,57,58,62,64,67,69,71,75,81,82,84,85,86],timelin:[8,44,64],timeo:70,timeout:[19,23],timeout_sec:12,timer:52,timestamp:[8,20,82],timestep:[2,8,47],titil:83,titl:[12,82,83],tls:28,tmall:85,to_no_sequ:8,to_proto:50,to_sequ:8,todo:[7,10,12,17,19,23,26,48],toend:8,togeth:[2,8,9,12,14,49,57],token:[7,8,15,57,76,85,86],toler:[14,16,61],too:[12,16,41,49,53],took:75,tool:[53,57,58,59,70,85],toolchain:52,toolkit:52,top:[7,14,36,61,79,84],top_k:7,top_level_rnn:36,toplevel:58,topolog:[15,19,37,41,43],topolopi:14,torch:17,toronto:[12,78],total:[14,19,40,42,64,65,71,75,76,86],total_pass:40,touch:85,tourism:85,tourist:86,toward:51,tra:86,trace:[17,31,50],track:[19,23,39,59],tractabl:8,tradesman:82,tradit:[8,17],traffic:41,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,32,37,38,43,44,50,57,60,63,64,66,72,73,79],train_conf:[76,86],train_config_dir:70,train_data:86,train_id:70,train_list:[2,51,78,79,81],train_part_000:85,trainabl:[8,39],traindot_period:66,trainer:[2,4,15,20,21,22,23,25,37,41,42,44,51,60,65,67,69,77,81,84,85,86],trainer_config:[1,2,51,65,70,71,81,83,85],trainer_config_help:[2,51,60,78,81],trainer_count:[66,67,69,70,71,83,84,85,86],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[67,70],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[81,83,86],training_machin:77,trainingtest_period:66,trainonebatch:22,trainonedatabatch:77,tran:[60,67],trane:2,transact:[19,23,85],transfer:[1,2],transform:[8,44,57,60,62,77,78,81,84],transform_param_attr:9,translat:[8,9,51,76,83,85,86],transpar:65,transport:67,transpos:[8,60,77],transposedfullmatrixproject:8,travel:2,travers:32,travi:[52,59],treat:[8,24],treatment:24,tree:[8,17,39,67,86],trg:86,trg_embed:57,triain:1,tricki:34,trigger:[26,37],trim:8,trivial:[2,49],trn:81,truck:78,true_block:[17,33,38],true_imag:40,true_label:40,true_read:40,truth:[7,8,81,86],tst:81,tune:[6,8,63,81,83,86],tuninglog_barrier_abstract:66,tupl:[2,8,9,12,14,39,40],ture:8,turn:[8,39,40,77],tutori:[53,57,59,60,61,64,65,70,71,72,73,79,81],tweet:85,twelv:86,twice:[31,42],twine:46,twitter:85,two:[1,2,7,8,9,15,24,25,26,27,29,31,32,38,40,41,43,45,47,48,49,50,51,53,57,61,62,64,65,69,70,76,77,78,79,81,83,84,85,86],txt:[2,18,27,29,60,65,70,81,83,85],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,34,35,36,38,39,40,44,45,48,50,51,53,57,58,60,62,67,69,70,71,78,79,81,83,84],type_nam:48,typedef:[24,34,35],typeid:48,typenam:[30,48,61,62],typic:[4,7,41,53,64,85],ubuntu:46,ubyt:40,uci:12,ufldl:8,uid:71,uint32:28,uint64:34,uint64_t:34,unawar:24,unbalanc:67,unbound:57,unclear:26,unconstrain:85,under:[18,23,42,51,52,53,62,70,82,85],underli:51,understand:[53,64,75,76,78,85],understand_senti:57,understudi:86,undeterminist:64,unemploi:82,unexist:84,unidirect:8,uniform:[6,8,12,21,31,40,67,77],uniform_random:39,uniqu:[15,17,19,26,27,47,61,67,70],unique_name_gener:39,unique_ptr:[45,47,60],unit:[8,9,18,51,52,53,57,59,62,63,84],unittest:[35,61],unittestcheckgrad_ep:66,univ:86,unix:65,unk:[50,76,86],unk_idx:[81,84],unknown:8,unlabel:85,unlik:[8,61,84,85,86],unordered_map:47,unpack:49,unrol:36,unseg:8,unsign:24,unstack:49,unstack_from:49,unsup:85,unsupbow:85,unsupervis:31,unsupport:61,until:[19,24,42,47,65,70,84],untrack:59,unzip:83,updat:[6,8,10,19,23,24,28,31,36,37,41,47,49,52,59,60,65,67,69,85],update_equ:14,update_hook:6,update_memori:17,updatecallback:60,updatestack:70,upload:[19,27,28,46],upon:[19,84],upper:8,upstream:59,uri:70,url:[12,85],urls_neg:85,urls_po:85,urls_unsup:85,usag:[1,2,7,8,9,14,33,37,51,61,64,76,77],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,31,36,37,41,42,43,47,48,49,50,51,52,53,54,57,58,59,60,61,64,65,67,69,70,71,76,77,78,79,81,82,83,84,85,86],use_etcd:14,use_global_stat:8,use_gpu:[66,67,69,71,77,78,79,81,83,84,85,86],use_jpeg:78,use_old_updat:[22,66,67],use_seq:[51,83],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,31,36,37,39,40,41,43,44,47,48,49,50,51,54,57,58,60,61,62,64,65,66,67,69,70,76,78,79,81,83,84,85,86],useful:[1,2,8,9,16,47,57,60,69,81,84,85],usegpu:[60,77],useless:65,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,32,39,40,41,42,43,44,45,47,48,49,51,53,65,66,67,70,75,79,81,84],user_id:83,user_info:12,user_nam:21,usercert:21,userid:82,userinfo:12,userkei:21,usernam:[21,59],uses:[2,19,26,37,41,57,58,59,60,62,67,70,78,79,81,83,86],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,31,36,38,40,41,45,47,48,51,53,57,58,59,60,61,62,64,67,69,70,71,76,77,78,79,81,84,85],usr:[52,65,67,70],usrdict:76,usrmodel:76,usual:[8,14,27,38,51,52,61,64,67,69,70,85],utf:76,util:[4,52,57,60,61,64,75,78,83,85],uuid:[20,26],v28:8,valid:[8,40,44,47,61,70,79,85],valu:[2,4,6,7,8,10,11,12,14,16,17,19,33,36,37,38,41,43,44,47,48,49,50,51,57,60,61,67,69,70,77,78,79,84,85],value1:67,value2:67,value_evalu:7,value_rang:12,values_:49,vanilla:57,vanish:85,var1:50,var2:50,varabl:42,varaibl:17,vardesc:[17,32,38,39,44],vardescbuild:17,vari:[64,70],variabl:[2,8,12,15,16,17,31,32,33,36,38,41,42,43,45,48,49,51,52,60,61,65,70,71,85],variable_nam:44,variablenamemap:61,varialbl:31,varianc:[8,79],variant:[8,49,53],varienc:49,varient:49,variou:17,varproto:48,vars_:[17,47],vector:[2,8,9,12,15,17,22,24,33,36,39,44,45,49,57,60,62,76,81,83,85,86],vectorenable_parallel_vector:66,vendor:18,verb:[12,84],verbos:29,veri:[2,8,11,18,23,30,31,37,42,47,49,57,64,78,81,85],verifi:[17,60],versa:52,version:[8,9,18,27,29,31,33,46,52,53,58,60,64,65,66,67,70,71,76,78,82,84,85,86],versu:15,vertic:[8,79],vgg:[9,78],vgg_16_cifar:78,via:[19,36,40,52,59,64,65,70,75,81],vice:52,view:8,virtual:[45,53,58],virtualenv:[58,83],visibl:[26,47,53],vision:78,visipedia:78,visit:14,visual:[8,53,64],viterbi:84,vlog:22,voc_dim:81,vocab:85,volum:[53,71],volumemount:[70,71],volumn:70,voluntarili:82,vutbr:12,wai:[2,7,8,9,15,24,26,41,43,49,51,53,57,58,60,65,69,83,84,86],wait:[10,19,24,59,67],walk:[4,77],wall:84,wangkuiyi:18,want:[2,8,15,27,31,40,43,47,49,51,52,53,58,59,60,67,69,76,79,81,83,84,85],war:82,warn:29,warp:[8,64],warpctc:8,watch:19,wbia:[70,79],web:53,websit:[78,81,84,85],wei:[84,85],weight:[7,8,9,10,57,60,67,69,78,79],weight_act:9,weightlist:60,weights_:60,weights_t:60,welcom:[18,83,85],well:[27,30,31,41,43,53,60,67,70,78,81],were:[7,18],west:70,western:82,wether:8,wget:52,what:[6,8,10,17,18,31,42,48,51,59,61,65,75,81,83],whatev:58,wheel:52,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,37,38,39,41,42,44,49,50,57,58,59,60,61,62,64,67,69,70,71,75,76,77,78,84,85,86],whenev:[39,83],where:[2,8,9,10,15,17,19,26,32,36,38,44,49,51,57,60,61,64,65,67,69,76,79,84,86],wherea:[17,23,30,33],whether:[7,8,14,16,17,40,49,60,61,67,77,78,83,85,86],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,31,36,37,38,39,40,41,42,43,44,45,47,48,49,50,51,57,58,59,60,61,62,64,65,67,69,70,75,77,78,79,81,82,83,84,85,86],whichev:77,while_loop:49,whileloop:49,whileop:17,whl:52,who:[30,32,39,76,79,82],whoever:24,whole:[2,7,12,31,33,34,35,36,48,70,71,75,81,82,83,86],whose:[2,8,12,16,19,26,36,44,48,49,57,83,84],why:[9,16,35,58],wide:[18,31,84],width:[7,8,12,22,34,40,60,61,78,86],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,53,58,85],wise:[8,42,44,62],with_avx:[53,59],with_avxcompil:52,with_bia:48,with_coveragecompil:52,with_doccompil:52,with_doubl:60,with_doublecompil:52,with_dsocompil:52,with_gpu:[53,58,59],with_gpucompil:52,with_profil:64,with_profilercompil:52,with_pythoncompil:52,with_rdmacompil:52,with_style_check:59,with_style_checkcompil:52,with_swig_pycompil:52,with_test:[53,59,61],with_testingcompil:52,with_tim:64,with_timercompil:52,within:[8,23,51],without:[7,8,19,24,40,42,44,61,65,85],wloop:49,wmt14:[57,86],wmt14_data:86,wmt14_model:86,wmt:86,wmt_shrinked_data:12,woboq:53,won:[64,79],wonder:2,word2vec:27,word:[2,7,8,12,32,36,42,44,48,49,57,69,80,83,84,85,86],word_dict:[81,84],word_dim:81,word_id:2,word_idx:12,word_slot:84,word_vector:81,word_vector_dim:[8,57,76],words_freq_sort:12,work:[2,4,12,15,17,18,19,39,40,52,57,58,59,60,64,65,67,70,71,75,81,83],worker:[42,50,70],workercount:70,workflow:[44,53,59,70],workspac:[53,67,83],worri:51,wors:77,would:[14,17,18,19,26,30,31,32,37,39,40,42,49,53,58,65,70,75,77,81,84],wouldn:32,wrap:[30,31,75,84],wrapper:[9,18,30,41,45,49,64],writ:83,write:[2,12,15,19,26,30,39,40,41,42,44,45,49,53,58,59,63,65,70,78,83,84,86],write_lock:20,writelin:51,writer:[15,39,82],written:[17,31,41,44,61,62,83,85],wrong:[2,40],wrote:42,wsize:70,wsj:84,www:[8,12,78,86],x64:52,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,60],xgbe0:67,xgbe1:67,xiaojun:85,xmap_read:12,xrang:[16,31,40,50,51,60],xxbow:85,xxx:[15,49,79,86],xxxx:20,xxxxxxxxx:70,xxxxxxxxxx:70,xxxxxxxxxxxxx:70,xxxxxxxxxxxxxxxxxxx:70,xzf:52,y_dim:31,y_neg:16,y_po:16,y_predict:51,yaml:[18,70,75,83],yancey1989:27,yann:12,yapf:59,year:82,yeild:[14,78],yet:75,yield:[2,12,15,21,40,51,81,83,84,85],yin:8,you:[1,2,4,6,8,9,14,16,27,47,51,52,53,57,58,59,60,64,65,67,69,70,75,76,77,78,79,81,83,84,85,86],your:[2,8,14,15,18,22,27,29,44,52,53,58,59,60,64,65,69,70,75,81,85],your_access_key_id:70,your_secrete_access_kei:70,your_source_root:35,yourself:8,yum:52,yuyang18:[10,12],z_dim:31,z_size:31,zachari:85,zeng:85,zero:[2,6,8,9,10,12,16,19,31,37,60,67,70,81],zhidao:76,zhou:[84,85],zip:[12,82],zone:70,zxvf:70},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 for GAN","Design Doc: Computations as a Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","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: PaddlePaddle Programs","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: Session","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":34,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":34,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":34,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":34,"\u4ec5\u4ec5\u4f7f\u7528void":34,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":34,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":35,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":46,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":34,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":34,"\u539f\u56e0\u5217\u8868":34,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":34,"\u5b9e\u73b0":34,"\u5b9e\u73b0\u65b9\u5f0f":35,"\u5bfc\u51fac":34,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":34,"\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":35,"\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":35,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":35,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":34,"\u7c7b":34,"\u7f16\u8bd1\u9009\u9879":35,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":34,"\u80cc\u666f":34,"\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":34,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[41,42,43,75],"book\u4e2d\u6240\u6709\u7ae0\u8282":46,"case":69,"class":[31,37,50,60,61],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,31,39,76],"new":[60,61],"paddle\u52a8\u6001\u5e93\u4e2d":34,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":34,"paddlepaddle\u53d1\u884c\u89c4\u8303":46,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":46,"return":40,"tensor\u5230eigentensor\u7684\u8f6c\u6362":62,AWS:70,Abs:5,DNS:70,EFS:70,For:[18,71],KMS:70,Not:58,The:[17,24,31,32,33,37,44,45],USE:44,Use:[17,38,69,71],Using:[18,24,53,59],With:[27,53],about:31,access:70,account:70,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:70,address:70,addto:8,adversari:77,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,36,41,81],all:[47,49],analysi:[41,85],api:[0,3,35,39,48,53],appendix:[75,81],applic:3,approach:64,architectur:[41,57,81],argument:[29,40,66,69,81],arrai:16,asset:70,associ:[47,70],assumpt:75,async:67,attent:57,attribut:6,auc:7,auto:16,avg:11,aws:70,backgraound:16,background:[42,43,49,50,51,61],backward:[32,44,61],base:[27,42],basepool:11,basic:75,batch:40,batch_norm:8,batch_siz:40,beam_search:8,benefit:[42,44],between:[15,44,48],bidirect:85,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:61,bleu:86,block:[17,31,32,38,39,44],block_expand:8,blockdesc:38,book:53,bootstrap:75,branch:59,brelu:5,bring:75,bucket:70,build:[31,44,52,54,58,59,71],built:64,cach:2,can:47,capi:35,capi_priv:35,cento:52,challeng:42,check:[8,16,60,65],checker:16,checkpoint:[19,20,26],chines:76,choos:[18,70],chunk:7,cifar:12,classif:[7,78],classification_error:7,classification_error_print:7,client:24,clip:8,clone:59,close:16,cloudform:70,cluster:[25,65,69,70,75],cmake:18,code:[27,58,59],column_sum:7,command:[68,69,81,86],commit:[59,71],common:67,commun:67,compar:75,compil:[17,38,44,61],compos:40,comput:[17,32,44,62],con:75,concat:8,concept:[39,44,70],conclus:[26,75],condit:31,config:[3,69,83,84],configur:[13,57,63,65,70,81,83],conll05:12,connect:8,construct:32,contain:[53,71],content:[35,64,70],context_project:8,contribut:59,control:44,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,41,42],convolut:[78,81],core:[16,39,70],cos_sim:8,cost:8,cpu:[53,69],creat:[40,43,44,47,59,70,71],creation:23,creator:40,credenti:70,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:45,custom:40,dat:82,data:[8,12,19,39,40,41,51,70,71,76,77,78,81,83,84,85,86],datafeed:12,dataprovid:[2,3,67],dataset:[12,19,23,82,83,86],datatyp:12,date:59,decayedadagrad:10,decor:40,deep:17,defin:[61,70,81,85,86],definit:50,delet:[59,70],delv:78,demo:[31,70],dens:26,depend:[31,52],deploi:27,deriv:60,descript:[29,44,67,77,82,84],design:[15,16,17,19,23,24,25,26,30,31,32,36,37,38,39,40,41,42,43,44,45,47,49],destroi:[47,70],detail:[22,67,78],detect:[7,8],detection_map:7,detection_output:8,develop:[44,53,58,59,63],devic:69,dictionari:[40,76],differ:[44,69],directori:70,discrimin:31,discuss:[31,42],dispatch:[19,23],distribut:[15,19,22,27,41,65,67,70],doc:[15,17,19,23,24,25,26,30,32,37,38,39,40,41,42,43,44,45],docker:[27,53,58,71],document:[53,74],dotmul_oper:8,dotmul_project:8,down:70,download:[52,70,71,76,79,83,86],dropout:8,dylib:35,dynam:[19,49],ec2:70,eigen:62,elast:70,elect:26,els:17,embed:[8,76,81],engin:31,enough:16,entri:40,environ:27,eos:8,equat:60,eval:41,evalu:[7,51,83],evalutaion:86,event:[14,15],exampl:[15,18,33,35,43,76,77],execut:[17,38,44],exercis:78,exp:5,expand:8,expandlevel:8,explain:16,extern:70,extract:[76,79,83,86],fault:19,featur:[79,82,83,84],field:83,file:[17,70,71,81,82,83],find:70,first_seq:8,fork:59,format:[17,19,81],forward:[32,61],frame:17,framework:[16,62],from:[15,26,48,52,54,58],full_matrix_project:8,fulli:8,gan:[31,77],gate:57,gated_unit:8,gener:[31,57,58,75,77,86],get:[55,71],get_output:8,github:59,global:38,gotcha:58,gpu:[53,64,67,69],gradient:[16,24,45,60],gradient_print:7,graident:16,graph:[32,42,44],group:[8,70],gru:[9,67],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:64,handler:[15,34],happen:26,have:50,hierarchi:17,high:48,hook:59,how:[16,22,40,44,61,62,63,64],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:70,ident:5,identity_project:8,ifels:33,ifelseop:17,imag:[8,9,27,53,71,78],imagenet:79,imdb:[12,85],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,36,40,44,45,60,61,62,77],infer:[14,81],infershap:38,info:79,ingredi:15,ingress:28,init_hook:2,initi:[24,31,69,70],input_typ:2,insid:47,inspect:70,instal:[52,54,70,75,81],instanc:70,integr:70,interact:48,interfac:[12,16,19,24,25,40,43,47,79],intermedi:44,interpol:8,introduc:49,introduct:[1,76,79,85,86],isn:40,issu:59,job:[19,27,65,70,71],join:8,keep:59,kei:70,kernel:44,kill:65,kmax_sequence_scor:8,kube:70,kubectl:70,kubernet:[27,70,71],label:84,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:65,layer:[8,15,30,39,60,69],learn:17,learnabl:8,leval:48,level:48,libpaddle_capi_shar:35,libpaddle_capi_whol:35,librari:[24,44],limit:41,line:[68,81],linear:[5,51],linear_comb:8,list:[20,40],local:[41,43,47,59,69,70],lodtensor:[36,49],lodtensordesc:50,log:[5,81],logic:23,logist:81,low:48,lstm:[9,67,84,85],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:44,main:31,manag:18,map:[40,44],master:[19,23,27],math:8,mathemat:16,matrix:67,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:31,memori:[8,36],messag:48,meta:83,might:31,migrat:44,mileston:44,mini:40,minibatch:12,misc:8,mix:[8,69],mnist:[12,77],model:[2,3,13,15,22,24,26,31,51,53,56,57,65,69,76,77,78,79,80,81,86],modifi:71,modul:[44,62],momentum:10,more:31,movi:[82,83],movielen:[12,82,83],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:40,multiplex:8,name:[47,70],nce:8,necessari:44,need:[40,58,64],nest:36,network:[9,44,57,69,77,78,79,81,83,84],neural:[57,78,81,83,84],neuralnetwork:51,nlp:[9,67],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:64,nvvp:64,object:[19,83],observ:[76,79],onli:[40,47,53],op_mak:44,oper:[30,33,38,39,42,44,45,49,61],opinfomap:44,opkernel:[44,61],opproto:48,optim:[10,19,24,32,63,81],option:[29,52,76],opwithkernel:44,order:29,origin:[44,59],orthogon:47,outlin:66,output:[8,65,70],overview:[26,44,47,81],packag:18,pad:8,paddl:[22,40,47,62,71],paddlejob:27,paddlepaddl:[15,17,38,41,46,53,54,58,70,74,76,86],pair:70,parallel_nn:69,paramet:[6,8,14,15,19,24,25,27,37,39,42,67,68,70,76,79],paraphras:76,parent:47,part:32,partit:24,pass:69,path:[26,29],perform:[64,67],persist:23,pfsclient:[28,29],pfsserver:28,placement:41,pnpair:7,point:70,pool:[8,11],pose:45,power:8,pre:59,precision_recal:7,predict:[4,78,79,83,84,85],prefetch:40,prelu:8,prepar:[51,65,70,76,77,78,83,85,86],preprocess:[76,78,81,83,86],prerequisit:65,pretrain:[76,86],print:7,privat:70,pro:75,problem:[45,51],procedur:75,process:[19,24,27,44,58],profil:64,program:[17,38,39],programdesc:38,project:18,propos:45,protomak:61,provid:[2,40,81,83,84],pserver:26,pull:59,push:59,pydataprovider2:2,python:[4,16,27,36,39,40,41,48,50,53,60,61,79,81,83],qualiti:44,queue:[19,23],quick:81,randomnumb:67,rank:7,rank_cost:8,rat:83,rate:82,reader:[12,15,40],realiz:44,recoveri:19,recurr:[8,9,57,81],recurrent_group:8,ref:16,refactor:44,refer:[2,41,42,64,84,85],region:70,regist:[44,48,61],registr:[44,45],registri:44,regress:[51,81,83],regular:24,relat:[44,49],relu:5,remark:61,remot:[25,43],render:70,repeat:8,represent:[17,44],request:59,requir:[18,31,52,59],reshap:8,resiz:8,resnet:79,result:[65,71,86],retri:23,revis:76,rmsprop:10,rnn:[36,49,56,57,67],rnnop:[17,36,44],role:84,rotat:8,route53:70,row_conv:8,row_l2_norm:8,run:[58,61,65,71,84],runtim:[27,41],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,36,44,47],script:71,secur:70,select:24,selective_fc:8,semant:84,sentiment:[12,85],separ:44,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:57,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,42,67,70],servic:70,session:[41,43],set:68,setup:[52,70],sextant:75,sgd:67,share:[15,47],should:[47,50],shuffl:40,sigmoid:5,simpl:[51,57],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:40,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:45,some:58,sourc:[52,54,58],span:52,spars:[24,25,26,69],specifi:[69,76],split:83,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,85],standard:81,stanh:5,start:[15,55,59,70,71,81],startup:71,step:36,store:19,structur:77,sub_nested_seq:8,subcommond:29,submit:27,suffici:40,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:81,support:49,survei:75,synopsi:29,system:70,tabl:35,table_project:8,take:40,tanh:5,task:[19,23],tear:70,tecton:75,templat:70,tensor:[8,44,62],tensorarrai:49,test:[58,59,60,61,67,69,83,84,85],text:86,text_conv_pool:9,theori:16,thi:47,think:31,three:49,timelin:26,timer:64,tip:64,todo:[20,21],togeth:47,toi:77,toler:19,tool:[18,64,75],train:[14,15,19,22,25,27,40,41,51,53,65,67,69,70,71,76,77,78,81,83,84,85,86],trainer:[14,19,24,26,27,70,83],tran:8,trans_full_matrix_project:8,transfer:81,tune:[64,67],tutori:[76,78,80,84,85,86],two:16,type:61,ubuntu:52,uci_h:12,uniform:49,unit:[58,60,61,67],updat:[15,25,26,70],usag:[36,40,53,62,63],use:[22,40,62],user:[19,76,82,83,85,86],util:7,value_print:7,vardesc:50,variabl:[39,44,47,50],vector:67,verifi:70,vgg_16_network:9,visual:79,volum:70,vpc:70,warp_ctc:8,what:[22,26,50,58,64],when:[26,47],why:[40,44,49,64],wmt14:12,word:[76,81],work:53,workflow:86,workspac:65,wrapper:60,write:[60,61,81],yaml:71,zoo:[79,80]}})