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/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/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":80,"00186201e":4,"00m":63,"01852v1":8,"03m":63,"0424m":63,"0473v3":9,"055ee37d":69,"05d":77,"0630u":63,"06u":63,"0810u":63,"08823112e":4,"0957m":63,"0ab":8,"0rc1":45,"0rc2":45,"0th":85,"10007_10":84,"10014_7":84,"100gb":63,"100gi":69,"10g":27,"10m":63,"1150u":63,"11\u5b9e\u73b0\u4e86c":34,"11e6":70,"12194102e":4,"124n":63,"13m":70,"1490u":63,"15501715e":4,"1550u":63,"15mb":80,"1636k":85,"16mb":80,"16u":63,"173m":78,"173n":63,"1770u":63,"18ad":69,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":70,"197u":63,"1gb":63,"1st":[75,78,84,85],"202mb":85,"210u":63,"211839e770f7b538e2d8":9,"215n":63,"228u":63,"234m":78,"2520u":63,"252kb":80,"25639710e":4,"25k":80,"2680u":63,"27787406e":4,"279n":63,"27m":63,"285m":63,"2863m":63,"28m":63,"28x28":2,"2977m":63,"2cbf7385":69,"2nd":[8,84,85],"302n":63,"30u":63,"32777140e":4,"328n":63,"32u":63,"32x32":[12,77],"331n":63,"3320u":63,"36540484e":4,"365e":69,"36u":63,"3710m":63,"3768m":63,"387u":63,"38u":63,"3920u":63,"39u":63,"3rd":[82,84,85],"4035m":63,"4090u":63,"4096mb":66,"4279m":63,"43630644e":4,"43u":63,"448a5b355b84":70,"4560u":63,"4563m":63,"45u":63,"4650u":63,"4726m":63,"473m":70,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":66,"4yf":8,"50bd":69,"50gi":69,"51111044e":4,"514u":63,"525n":63,"526u":63,"53018653e":4,"536u":63,"5460u":63,"5470u":63,"54u":63,"55g":85,"5690m":63,"573u":63,"578n":63,"5798m":63,"586u":63,"58s":70,"5969m":63,"5delta":8,"6080u":63,"6082v4":8,"6140u":63,"6305m":63,"639u":63,"655u":63,"6780u":63,"6810u":63,"682u":63,"6970u":63,"6ce9":69,"6node":64,"6th":85,"704u":63,"70634608e":4,"7090u":63,"72296313e":4,"72u":63,"73u":63,"75u":63,"760u":63,"767u":63,"783n":63,"784u":63,"78m":63,"7eamaa":12,"7kb":70,"8250u":63,"8300u":63,"830n":63,"849m":63,"85625684e":4,"861u":63,"864k":85,"8661m":63,"892m":63,"901n":63,"90u":63,"918u":63,"9247m":63,"924n":63,"9261m":63,"93137714e":4,"9330m":63,"94u":63,"9530m":63,"96644767e":4,"983m":63,"988u":63,"997u":63,"99982715e":4,"99m":78,"99u":63,"9f18":70,"\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":45,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":28,"\u4e0a\u4f20\u65b9\u6cd5":45,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":28,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":28,"\u4e0b\u8f7d\u5230\u672c\u5730":28,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":34,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":28,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":33,"\u4e0d\u4f7f\u7528c":33,"\u4e0d\u4f7f\u7528swig":33,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":33,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":33,"\u4e0d\u5728":34,"\u4e0d\u5bb9\u6613\u51fa\u9519":28,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":33,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":33,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":28,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":45,"\u4e0e\u53ef\u80fd\u6709\u7684":45,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":34,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":33,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":33,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":45,"\u4e2a\u6027\u5316\u63a8\u8350":45,"\u4e2d":[33,34],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":33,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":34,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":28,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":34,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":28,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":34,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":34,"\u4e5f\u4e0d\u751f\u6210":34,"\u4e66\u5199":33,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":33,"\u4ece":45,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":20,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":20,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":34,"\u4ed6\u662f\u5c06":34,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":33,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":33,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":21,"\u4ee3\u8868shard\u7684index":21,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":21,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":21,"\u4ee5\u4e0b":21,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":28,"\u4ee5\u53canumpi":21,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":20,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":33,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":33,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":34,"\u4f46\u4e0d\u66b4\u9732":34,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":45,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":45,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":34,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":33,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":33,"\u4f7f\u7528":[34,45],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":33,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":34,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":34,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":20,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":33,"\u4f7f\u7528c":34,"\u4f7f\u7528c99\u505a\u63a5\u53e3":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":33,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":33,"\u4f7f\u7528regress":45,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":33,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":33,"\u4f7f\u7528void":33,"\u4f8b\u5982":[21,33,34,45],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":33,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":33,"\u4f8b\u5982\u5bf9\u4e8epython":33,"\u4f8b\u5982c":33,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":33,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":33,"\u4f8b\u5982python\u7684":33,"\u4f9d\u6b21\u7c7b\u63a8":45,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":33,"\u4fee\u590d\u6240\u6709bug\u540e":45,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":45,"\u4fee\u590dubuntu":45,"\u4fee\u6539\u6210":45,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":45,"\u505a\u63a5\u53e3":33,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":34,"\u5176\u4e2d":[33,45],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":34,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":45,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":34,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":34,"\u5177\u4f53\u8bf7\u53c2\u8003":34,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":33,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":33,"\u518d\u57fa\u4e8e":45,"\u5199\u4ee3\u7801":33,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":34,"\u51fd\u6570\u547d\u540d":33,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":45,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":45,"\u5206\u652f\u4e2d":45,"\u5206\u652f\u4e3a\u5f00\u53d1":45,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":45,"\u5206\u652f\u4e3a\u7a33\u5b9a":45,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":45,"\u5206\u652f\u5408\u5165":45,"\u5206\u652f\u5408\u5165master\u5206\u652f":45,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":45,"\u5206\u652f\u540d\u4e3a":45,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":45,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":45,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":45,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":45,"\u5206\u7247":20,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":20,"\u5219\u5ffd\u7565":20,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":20,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":20,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":20,"\u5230":20,"\u529f\u80fd":28,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":45,"\u52a8\u6001\u5e93":33,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":34,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":45,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":34,"\u5373\u4f7f\u7528":34,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5373\u4f7fc":34,"\u5373\u4f8b\u5982":34,"\u5373\u4fbfpaddl":34,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":34,"\u5373\u66b4\u9732":34,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":33,"\u53c2\u6570":33,"\u53c2\u8003":[28,33],"\u53cc\u5411\u9a8c\u8bc1":28,"\u53d1\u5e03\u5230dockerhub":45,"\u53d1\u5e03\u5230github":45,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":20,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":34,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":33,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":20,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":20,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":33,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":21,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":20,"\u53ef\u4ee5\u7528":28,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":45,"\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":45,"\u540c\u65f6\u63d0\u8d77":45,"\u540d\u5b57\u4fee\u9970":33,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":45,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":33,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,33,34,45],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":21,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":20,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":20,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":33,"\u56fe\u50cf\u5206\u7c7b":45,"\u5728":[34,45],"\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":45,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":34,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":21,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":20,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":34,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":28,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":34,"\u5728\u7528\u6237\u4f7f\u7528c":34,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":45,"\u5728\u8fd9\u4e2a":45,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":45,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":34,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":34,"\u5728c":33,"\u5728c\u7684\u5934\u6587\u4ef6":33,"\u5728paddle\u4e4b\u4e0a\u8fd0\u884c\u7684\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u8f93\u51fa\u7684\u6a21\u578b\u4f1a\u63d0\u4f9b\u7ed9\u5728\u7ebf\u4eba\u8138\u8bc6\u522b\u7684\u5e94\u7528\u4f7f\u7528":21,"\u5728paramet":20,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":34,"\u5747\u662f\u5728":34,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":28,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":33,"\u5982\u56fe\u4e2dtrainer":20,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":20,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":33,"\u5982\u679c\u5931\u8d25":45,"\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":45,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":34,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":34,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":33,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":45,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":33,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":34,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":28,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":33,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":33,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":33,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":33,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":33,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":34,"\u5bf9\u4e8e\u6bcf\u79cdc":34,"\u5bf9\u6bd4":33,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":34,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":45,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":34,"\u5c06":45,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":33,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":45,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":45,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":33,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":34,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":33,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":28,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":28,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":33,"\u5e76\u5220\u9664":45,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":45,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":34,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":33,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":45,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":45,"\u5efa\u8bae":45,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":34,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":45,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":45,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":45,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":45,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":34,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":28,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"\u5f97\u4f7f\u7528":33,"\u5fc5\u8981":34,"\u60c5\u611f\u5206\u6790":45,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":34,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":28,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":28,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[33,34],"\u6216\u8005\u5c06\u8fd9\u53f0\u8282\u70b9\u8fc1\u79fb\u5230\u53e6\u4e00\u4e2a\u8282\u70b9\u5e76\u542f\u52a8\u5373\u53ef\u6062\u590d\u8bad\u7ec3\u4efb\u52a1":20,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":21,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":21,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":20,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":28,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":34,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":34,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":34,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":34,"\u628a":21,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":21,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":20,"\u63a5\u53e3":[33,34],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":34,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":28,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":28,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":28,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":28,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":28,"\u6570\u636e":28,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":33,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":28,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":21,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":21,"\u6587\u4ef6":33,"\u6587\u4ef6\u4f20\u8f93\u7684\u7684\u5173\u952e\u5728\u4e8e\u9700\u8981pfsclient\u7aef\u5bf9\u6bd4source\u548cdestination\u7684\u6587\u4ef6chunks\u7684checksum\u662f\u5426\u4fdd\u6301\u4e00\u81f4":28,"\u6587\u4ef6\u5185\u5bb9\u4e3a":33,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":20,"\u6587\u4ef6\u5bf9\u5e94\u7684data":21,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":28,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":45,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":45,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":28,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":33,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":21,"\u65e0\u8bba\u662f\u4ece":21,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":21,"\u65f6":20,"\u662f":28,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":33,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":34,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":33,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":34,"\u662f\u56e0\u4e3ac99\u652f\u6301":33,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":28,"\u662f\u6307":34,"\u662f\u7528\u6237\u4f7f\u7528c":34,"\u662fc":34,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":34,"\u6700\u540e\u5220\u9664":45,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":33,"\u6709\u6807\u51c6\u7684":33,"\u6709\u7684\u65f6\u5019":33,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":45,"\u672c\u6587\u6863\u63cf\u8ff0paddl":34,"\u673a\u5668\u7ffb\u8bd1":45,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":33,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":33,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":34,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":45,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":20,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":20,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":20,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":33,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":45,"\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":45,"\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":45,"\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":45,"\u7248\u672c\u53f7":45,"\u7248\u672c\u53f7rc":45,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":45,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":33,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":21,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":21,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":33,"\u751f\u6210\u6587\u6863":33,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":33,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":28,"\u7528":28,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":21,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":21,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":34,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":21,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":34,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":28,"\u7528\u6237\u901a\u8fc7c":34,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":20,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":20,"\u7531\u4e8ec":33,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":28,"\u7531\u4e8epypi":45,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":28,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":33,"\u7684\u5934\u6587\u4ef6":33,"\u7684\u63a5\u53e3\u6837\u5f0f":33,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":33,"\u7684\u7f29\u5199":28,"\u7684\u89c4\u8303":33,"\u7684\u89d2\u5ea6":21,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":21,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":20,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":33,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":28,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":33,"\u76ee\u5f55\u4e0b":34,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":33,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":34,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":33,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":33,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":33,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":45,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":45,"\u7b2c\u4e8c\u4e2a\u4e3a":45,"\u7b49":34,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":34,"\u7b49\u6587\u4ef6":34,"\u7c7b\u4f3c":34,"\u7c7b\u540d\u548cc":33,"\u7c7b\u578b":33,"\u7ea2\u697c\u68a6":75,"\u7ed3\u8bba":33,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":33,"\u7f16\u8bd1\u578b\u8bed\u8a00":33,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":45,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":45,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":45,"\u7f16\u8bd1c":34,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":45,"\u7f16\u8bd1ubuntu\u7684deb\u5305":45,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":34,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":33,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":34,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":28,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":33,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":33,"\u800c\u5bf9\u4e8egolang":33,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":33,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":34,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":33,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":34,"\u826f\u597d\u7684\u6587\u6863":33,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":34,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":33,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":33,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":34,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":45,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":45,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":45,"\u8bbe\u7f6e":34,"\u8bc6\u522b\u6570\u5b57":45,"\u8bcd\u5411\u91cf":45,"\u8be6\u7ec6\u8bbe\u8ba1":28,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":45,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":34,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":21,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":20,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":45,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":34,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":34,"\u8fd9\u4e09\u4e2a\u5206\u652f":45,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":34,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":34,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":34,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":33,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":33,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":34,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":34,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":34,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":21,"\u8fd9\u4e9b\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1\u901a\u5e38\u4f1a\u628a\u6570\u636e\u5207\u5272\u6210\u591a\u4e2a\u5206\u7247\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u5728\u591a\u4e2a\u8282\u70b9\u4e4b\u4e0a":21,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":33,"\u8fd9\u662f\u56e0\u4e3a":33,"\u8fd9\u6837":34,"\u8fd9\u6837\u4fdd\u8bc1":45,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":21,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":28,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":33,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":45,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":28,"\u901a\u5e38":34,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":20,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":34,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":28,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":45,"\u90a3\u4e48":34,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":33,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":28,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":20,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":33,"\u91cd\u547d\u540d\u6210":33,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":33,"\u9519\u8bef\u5904\u7406":33,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":33,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":33,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":34,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":45,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":28,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":34,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":45,"\u9700\u8981\u5f15\u7528":34,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":33,"\u9700\u8981\u6ce8\u610f\u7684\u662f":45,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":34,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":45,"\u9ed8\u8ba4256k":28,"\ufb01xed":85,"abstract":[46,59,66],"api\u4e2d\u4f7f\u7528":33,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":34,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":34,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":34,"api\u63a5\u53e3":28,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":34,"api\u65f6":34,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":34,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":34,"api\u66b4\u9732\u7684\u7c7b\u578b":34,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":34,"api\u7684\u5b9e\u4f8b":34,"api\u7684\u5b9e\u73b0\u7ec6\u8282":34,"api\u7684\u63a5\u53e3":34,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":34,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":34,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":34,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":34,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":45,"boolean":[8,29,32,33],"break":[18,80],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":45,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":45,"byte":28,"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":33,"c\u6709\u6807\u51c6\u7684abi":33,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":33,"case":[8,22,32,34,39,40,43,50,52,56,59,60,63,67,69,74,76,80],"char":[24,82],"class":[4,5,6,7,8,9,10,11,12,14,15,17,30,31,33,38,40,43,44,46,47,61,65,77,84],"const":[17,22,24,36,44,46,47,59,60,61],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":34,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":34,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":34,"core\u6982\u5ff5":34,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":45,"deb\u5305\u7f16\u8bd1\u95ee\u9898":45,"default":[2,6,7,8,9,11,12,14,15,17,18,32,35,46,47,49,52,57,60,64,66,68,69,70,74,80,82,84,85],"enum":[22,24,47,49],"export":[51,77],"final":[8,9,16,35,48,50,51,58,59,60,84],"float":[2,6,7,8,10,12,47,50,59,60,61,63,68,75,78],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,31,35,36,37,39,40,41,43,44,46,47,48,50,56,59,60,61,63,64,66,74,76,77,80,83,84,85],"golang\u53ef\u4ee5\u4f7f\u7528":33,"golang\u7684":33,"h\u5e76\u4e0d\u56f0\u96be":33,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,32,35,41,46,49,50,56,60,63,69,75,76,77,78,80,84,85],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":28,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":21,"instance\u5305\u6db5\u4e24\u4e2a\u503c":21,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":21,"int":[2,6,7,8,9,12,17,22,23,24,27,33,34,37,38,39,47,48,59,61,68,80,83],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":33,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":45,"long":[1,8,9,12,52,63,83,84],"model\u505a\u5206\u652f\u7ba1\u7406":45,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,38,39,40,42,43,44,47,48,57,58,62,69,70,74,76,80,83,84],"note\u7684\u4e66\u5199":45,"null":[8,59,66],"org\u76ee\u524d\u9075\u5faa":45,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":33,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":33,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":33,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":33,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":34,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":33,"paddle\u7684c":34,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":34,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":33,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":34,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":33,"paddle_\u7c7b\u578b\u540d":34,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":34,"paddlepaddle\u4f7f\u7528git":45,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":45,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":45,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":45,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":45,"patch\u53f7":45,"patch\u53f7\u52a0\u4e00":45,"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":[12,17,30,44,46,47,59,60,61,64,69,70,84],"py\u4e2d":45,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":45,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":45,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,30,32,35,38,40,42,44,46,47,48,49,50,56,59,60,61,69,76,78,80,81,82,85],"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":[8,9,46,50,60,82,83,84],"static":[14,24,34,46,47,69,74],"super":[38,59],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":33,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":33,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":33,"swig\u76f4\u63a5\u8bfb\u53d6c":33,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":33,"switch":[17,34,42,69,84],"tag\u4e3a":45,"throw":69,"true":[2,6,7,8,9,11,12,14,15,17,22,32,39,47,50,56,59,66,68,69,78,82,83,84,85],"try":[10,18,19,22,23,24,39,46,57,63,76],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":34,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":45,"var":[17,30,31,32,37,38,43,49],"void":[17,22,24,30,33,34,37,47,59,60,61],"wheel\u5305":45,"while":[1,2,6,12,17,26,36,39,46,52,56,60,61,66,76,80,84,85],AGE:[69,70],AND:82,ARE:82,AWS:[21,62,71,72],Age:81,And:[2,7,8,10,12,14,16,22,26,27,39,40,46,56,68,69,70,75,78,82,84,85],But:[2,8,9,12,16,30,46,74],EOS:8,For:[1,2,7,8,10,12,14,15,17,23,24,25,27,30,31,35,36,38,39,40,42,43,47,50,51,52,56,58,59,60,61,63,64,65,66,68,74,75,77,78,80,84,85],Going:84,Has:2,IDE:57,IDs:[12,26,80],IRs:40,Ids:80,Into:69,Its:[2,32,56,60,69,82],K8s:74,NMS:8,NOT:[38,60],Not:[15,19,43,64,74],ONE:2,OPs:[40,41],One:[7,9,14,16,26,42,46,56,59,66,76,80,84,85],Ops:[43,47,60],PFS:28,QoS:70,Such:48,THE:2,TLS:[15,28,69],That:[8,12,39,52,66,68],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,29,34,35,37,38,39,40,41,42,46,47,48,49,50,51,52,53,56,57,58,59,60,61,63,64,66,68,69,70,75,76,77,78,80,81,82,83,84,85],Their:[2,8,19],Then:[4,8,30,49,51,52,56,58,59,63,69,70,75,77,82,83,84],There:[7,8,12,14,15,17,18,19,24,26,27,29,35,36,46,49,50,52,60,63,69,76,77,78,79,80,82,85],These:[7,17,31,37,47,64,68,77,83],USE:82,USING:82,Use:[2,7,12,15,29,39,43,52,59,63,66,67,69,82],Used:[9,43],Useful:2,Using:[19,43,46,57,61,70,84],VMs:57,VPS:69,WITH:58,Will:[12,14],With:[2,8,9,37,48,50,76,83],YES:27,Yes:[52,57],___fc_layer_0__:69,__doc__:47,__file__:27,__gradient_machines__:14,__impl__:47,__init__:[38,49,59],__main__:78,__meta__:82,__metaclass__:60,__name__:78,__param_conf__:14,__rnn_step__:56,__tmp_params__:14,__va_args__:44,_binari:18,_block:49,_create_global_var:38,_error:76,_librari:18,_link:9,_name:49,_op:60,_proj:8,_res2_1_branch1_bn:78,_source_language_embed:[56,75],_target_language_embed:[56,75],_test:18,_var:49,_var_desc:49,a_op:60,aaaaa:21,aaaaaaaaaaaaa:69,abc:8,abl:[8,15,38,40,42,49,74,76,84],about:[4,8,9,17,18,27,29,35,40,46,47,50,60,63,65,66,69,83,84,85],abov:[2,4,7,8,15,17,18,19,23,30,31,35,37,38,40,42,47,48,50,52,57,58,60,61,63,69,70,74,76,78,80,83],abs:[8,9,16,76],abs_numerical_grad:16,absolut:[1,64],academ:81,acceler:[20,68],accept:[2,4,6,8,12,15,39,43,80,83],acceptor:83,access:[1,8,9,15,18,23,26,27,37,38,40,56,85],accessmod:69,accessor:38,accident:81,accomplish:52,accord:[1,2,7,8,16,24,31,40,41,43,49,60,64,65,66,68],accordingli:[4,7,8,59],accordingto:83,account:[43,74],accrodingli:22,accumul:[19,24],accur:[16,26],accuraci:[7,59,80,81,84],achiev:[63,77],ack:66,acl:84,aclimdb:84,across:[8,12,35],act:[8,9,17,40,42,48,50,56,80],act_output:47,act_typ:80,action:[69,81],activ:[4,9,13,18,40,47,50,51,56,59,61,66,80,84],activi:9,actual:[2,22,47,50,61],adadelta:80,adagrad:80,adam:[15,24,80,84,85],adamax:80,adamoptim:[75,80,84,85],adapt:[7,10,14,50,84,85],add:[2,8,9,12,14,16,17,18,22,26,30,32,40,41,43,46,49,50,51,57,58,59,60,61,63,68,80,82],add_depend:18,add_execut:18,add_input:[35,59],add_memori:[17,35],add_output:35,add_test:[18,59],add_to:8,add_two:[17,35],add_unittest_without_exec:59,add_var:49,addattr:[47,60],addbia:59,addcom:[47,60],added:[2,7,14,17,41,58,59,60],adding:78,addinitialoper:49,addinput:[47,60],addit:[8,9,52,60,61,80],addop:[30,61],addoutput:60,addr:19,address:[19,24,40,42,52,63,66,74],addrow:59,addtion:64,addtolay:8,addtyp:47,adject:84,adjust:50,admin:[74,81],administr:[26,57,74],adopt:83,advanc:[16,56,63,66],advantag:[16,84],adventur:81,adverb:84,adversari:39,advic:63,affect:[8,17],afford:23,afi:2,aforement:[18,64],after:[8,9,12,17,18,23,24,26,29,36,40,41,51,52,56,58,59,60,61,64,66,68,69,70,76,77,78,80,82,83,84,85],again:[15,19,63],against:69,age:[12,82],agg_level:8,aggreg:69,ago:18,aid:63,aim:[84,85],aircraft:85,airplan:77,aistat:8,alex:[8,84],alexnet_pass1:68,alexnet_pass2:68,algorithm:[8,10,23,50,56,75,77,84,85],alia:[5,6,8],align:[8,9,12,85],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,29,31,34,35,37,38,40,42,43,47,48,50,52,56,57,58,59,61,63,64,65,66,68,69,70,74,75,76,78,80,81,82,83,84,85],alloc:[6,24,27,59,61,68],allow:[15,24,40,52,58,59,63,66,69,80],allow_only_one_model_on_one_gpu:[65,66,68],almost:[50,57,64,75],along:84,alpha:18,alreadi:[18,19,38,40,41,46,52,63,64,66,69,70,84],alreali:[65,85],also:[1,2,8,9,12,15,17,18,22,25,30,31,36,38,39,43,46,47,51,52,56,57,59,60,63,64,70,74,76,77,78,80,83,84],altern:60,although:50,altogeth:74,alwai:[4,8,9,14,18,39,42,49,50,66,69,85],amaz:77,amazon:[69,70,80,84],amazonaw:69,amazonec2fullaccess:69,amazonelasticfilesystemfullaccess:69,amazonroute53domainsfullaccess:69,amazonroute53fullaccess:69,amazons3fullaccess:69,amazonvpcfullaccess:69,ambigu:[39,83],amd64:[51,69],american:77,among:[69,84],amount:[63,84],analysi:[50,63,79,83],analyz:[80,84],ancessor:38,ancestor:37,andd:69,ani:[1,2,8,9,12,15,18,19,24,26,27,38,39,40,41,42,57,60,61,63,69,80,82,85],anim:81,annot:83,annual:83,anoth:[2,8,14,15,17,27,46,47,52,57,66,69,83,84],ans:69,answer:[50,69,83],anyth:[12,39,58,69,83],api:[12,14,15,18,24,25,27,28,30,35,36,43,45,49,51,59,60,63,69,73,74,76,80,82,84],api_shar:18,api_test:18,api_trainer_config_helpers_data_sourc:82,api_trainer_config_helpers_lay:56,api_trainer_config_helpers_layers_context_project:82,api_trainer_config_helpers_layers_cos_sim:82,api_trainer_config_helpers_layers_data_lay:82,api_trainer_config_helpers_layers_embedding_lay:82,api_trainer_config_helpers_layers_fc_lay:82,api_trainer_config_helpers_layers_pooling_lay:82,apiserv:69,apivers:[69,70],apo:85,appar:85,appear:[31,83],append:[2,14,38,39,56,59,64],append_gradient_machin:14,append_oper:38,appleclang:51,appleyard:63,appli:[8,31,46,56,59,77,80],applic:[31,38,43,52,60,63,69,70,74,84],applyl1:22,appoint:60,appreci:[58,84],approach:[8,36,40,41,74],apt:[51,77],arbitrari:[8,40,61],architectur:[75,83,84,85],architecur:84,archiv:[12,33,34],arg:[2,7,9,47,50,60,65,76,77,78,80,83,84],arg_nam:8,argu:83,argument:[2,4,8,12,17,22,23,36,42,56,59,66,67,75,76,77,78,82,83,84,85],argv:78,arn:69,around:[2,8,26,69,74],arrai:[4,6,8,12,14,24,31,38,39,43,48,50,60,78],arrang:48,art:[50,83],articl:[31,57,58,64,70],artifact:69,artifici:76,artist:81,arxiv:[8,9,76,84],as_row_vector:8,ask:[19,26,57],aspect:84,assign:[7,8,23,37,61,66,69,74],associ:[36,44,61,83,84,85],assum:[7,8,17,40,56,68,75],assur:1,astyp:[39,60,76],asyc:19,async:[19,65],async_count:66,async_lagged_grad_discard_ratio:66,async_lagged_ratio_default:[65,66],async_lagged_ratio_min:[65,66],asynchron:[19,66],atla:51,atlas_root:51,attenion:9,attent:[8,9,52,85],attitud:84,attr1:8,attr2:8,attr:[6,8,9,17,37,38,47,56,60],attr_map:47,attrdesc:37,attribut:[2,8,9,13,17,37,41,43,46,47,59,60,75,83],attributemap:60,attrproto:47,attrtyp:[37,47,60],attrvalu:47,auc:65,aucvalidationlay:66,authent:69,author:[28,69,78],authorized_kei:64,auto:[17,22,33,43,46,48,59,60,61,63,79,82],autom:[69,85],automak:51,automat:[8,15,24,30,40,41,43,47,51,52,56,58,59,60,64,65,66,69,82,83,85],automaticli:8,automobil:77,avail:[19,24,41,42,51,69,74],averag:[7,8,11,23,66,78,80,82,83,84,85],average_test_period:[65,66,83],average_window:84,averagepool:8,avg:[63,80],avgcost:[80,82,84,85],avgpool:[8,80],avoid:[16,17,19,36,63],avx:[51,52,58],await:70,awar:[15,35,38,52,57,69],aws:28,aws_account_id:69,awsaccountid:69,awskeymanagementservicepowerus:69,aync:41,b2t:75,b363:70,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:70,ba5f:69,back:[2,14,19,40,52,60],background:[7,8],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,36,44,56,59,66,68],backward_first:56,backward_op:16,backwardactiv:59,bag:[80,84],baidu:[50,70,75],baik:75,bake:40,balanc:[41,66,69,76],balasubramanyan:84,bank:83,bare:[70,74],barrier:66,barrierstatset:63,base:[7,8,11,12,15,23,37,40,43,44,48,50,56,57,59,60,63,64,66,69,75,76,80,82,84,85],baseactiv:9,baseev:14,basematrix:59,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[52,57,58,69,70],bashrc:51,basic:[2,8,14,37,43,44,48,52,58,59,80,81,84],batch:[2,8,9,10,12,14,15,17,19,21,22,35,48,59,64,66,69,70,76,77,78,80,82,83,84,85],batch_0:78,batch_id:14,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,39],batch_siz:[2,12,50,64,75,76,77,80,82,84,85],batchsiz:[8,59],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bdist_wheel:45,beam:[8,56,66,83,85],beam_gen:[8,56],beam_search:[14,56],beam_siz:[8,56,65,66,68],beamsiz:85,becaus:[4,7,8,12,15,17,18,19,24,36,38,39,40,46,48,49,56,57,59,61,68,69,77,80,83],becom:[41,46,63],been:[2,18,23,51,57,77,80,83,84,85],befor:[4,8,9,19,26,29,31,36,39,52,58,60,64,69,74,77,84,85],begin:[4,7,8,22,24,29,31,59],beginiter:[14,15],beginn:56,beginpass:[14,15],begintrain:15,behavior:63,being:[26,39,43,61,76],belong:[8,40,46,85],below:[2,8,17,19,24,36,39,40,41,49,56,59,63,64,69,76,77,80,82],benefit:[9,26,27],bengio:8,bertolami:84,besid:[1,8,12,40,85],best:[8,18,51,52,57,66,80,82,84,85],best_model_path:83,besteffort:70,beta1:10,beta2:10,beta:78,better:[8,9,18,50,64,69,74,76,82],between:[7,8,10,14,18,19,24,34,36,41,42,44,46,50,60,61,69,76,80,81,84,85],bgr:78,bi_gru:9,bi_lstm:9,bia:[8,9,10,56,59,78],bias:[8,59],bias_attr:[8,9,50,56],bias_param_attr:9,biases_:59,biasparameter_:59,biassiz:59,bidi:70,bidirect:[8,9,56,83,85],bidirectional_lstm_net:84,big:[41,63,74],bigger:19,biggest:84,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:63,bin:[51,52,64,69,70,82],binari:[2,7,8,12,18,27,40,57,63,69,75,80,84],bind:[30,46],bird:77,bison:51,bit:80,bitext:85,bla:51,blank:[8,69],bloack:32,block:[8,20,22,24,32,35,37,40,41,49,50,59,60,61,63,66,78,84],block_i:8,block_x:8,blockdesc:[17,31,37,38,43],blog:84,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,bollen:84,book:[12,43,56],bool:[2,6,7,8,9,11,12,14,17,38,47,49,59,66,68,80,84],boot:[8,56,74],boot_bia:8,boot_bias_active_typ:8,boot_lay:56,boot_stat:48,boot_with_const_id:8,bootstrap:51,bootstrapp:74,borrow:48,bos_id:[8,56],both:[5,6,8,9,15,17,18,19,26,40,41,49,52,56,59,60,61,63,69,76,78,80],bottleneck:[63,78],bottom:[14,84],bound:8,boundari:40,boundri:7,bow:[80,84],box:[8,63],brace:[17,31],brain:26,branch:[8,15,17,18,32,40,45,60],breadth:[66,85],brendan:84,brew:51,brief:[18,24,61],briefli:63,bring:61,broadcast:[19,43,74],broken:58,brought:58,brows:52,browser:[52,69],bryan:84,bsd:57,bucket_nam:69,buf:22,buf_siz:12,buffer:[2,12,22,39,46,66],buffer_s:12,buffered_read:39,bug:[58,69],bui:84,build:[8,12,18,27,31,40,45,47,50,52,54,60,62,66,69,71,72,75,77,78,80,82,84,85],build_dict:12,built:[18,40,47,51,52,57,74,76,83],bunch:[63,80],bunk:84,button:[58,69],c11:33,c703c041:58,c99:34,c99e:69,cach:[40,80,83],cache_pass_in_mem:[2,80,83],cachetyp:[2,80,83],cacul:9,caff:17,caffe2:17,calc_batch_s:[2,83],calcul:[2,7,8,9,10,16,19,24,56,59,63,66,68,76,82],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,31,35,37,38,40,43,44,46,47,48,50,52,56,57,58,59,60,61,63,66,69,77,78,80,84,85],callabl:[2,6,8,12],callback:59,caller:[16,69],caltech:77,can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,30,31,32,35,37,38,39,40,41,42,43,44,47,48,49,50,51,52,56,57,58,59,60,61,63,64,65,66,68,69,70,74,75,76,77,78,80,82,83,84,85],can_over_batch_s:[2,83],cancel:[26,58],candid:8,cannot:[42,43,46,59,60],caoi:85,capabl:[36,43,51,84],capac:69,capi:33,capi_prvi:34,caption:[50,85],captur:[50,64],card:64,care:[9,27,39,65,66,74,81],carefulli:[64,66,78],caret:14,cast_to_op_attr:47,cat:[52,77,78,84],categor:83,categori:[8,12,19,80,84],categorig:12,categoryfil:70,caus:[19,29,60],caution:[69,70],cc_:18,cc_binari:18,cc_test:18,ccb2_pc30:85,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9,84],center:2,cento:74,ceph:[21,70],cephf:[21,27,28],certain:[1,46,65,83],certif:[15,28,69],cffi:33,cfg:70,cgo:33,chagn:44,chain:[12,31,59],challeng:[8,19],chanc:[15,59,80],chang:[8,12,18,23,27,36,37,39,44,46,50,52,56,58,59,60,61,63,66,69,80,84],channel:[8,9,63,64,78],channl:[64,78],chapter:35,chapter_data:35,chapter_out:35,charact:[80,82],character:50,characterist:[68,77],check:[2,12,17,18,43,50,51,52,58,60,66,68,69,81],check_align:12,check_attr:47,check_eq:59,check_fail_continu:2,check_grad:[16,60],check_l:59,check_sparse_distribution_batch:[65,66],check_sparse_distribution_in_pserv:[65,66],check_sparse_distribution_ratio:[65,66],check_sparse_distribution_unbalance_degre:[65,66],checker:43,checkgrad:66,checkgrad_ep:66,checkmark:74,checkout:58,checkpoint:41,checksum:28,child:17,children:81,china:52,chines:79,chmod:[51,69],choic:[18,52,81],choos:[57,66,80,82],chosen:[1,81,85],chunk:[23,28,76,83],chunk_schem:7,chunktyp:7,cifar:[76,77],cifar_vgg_model:77,circl:31,claim:69,claimnam:69,clang:[33,51,52,58],clarifi:7,class1:84,class2:84,class_dim:84,classfic:[78,84],classfiic:77,classic:[8,50],classif:[2,4,8,31,68,78,79,80,84,85],classifc:84,classifi:[8,76,77,78,80,84],classification_cost:[40,77,80],classification_error_evalu:[7,76,80,84,85],classification_evalu:7,claster:69,clean:[4,17,18,36,43,57,58,82],clear:[7,18,36,46],clearer:36,clearli:46,cleric:81,cli:69,click:[58,63,69],client:[22,25,43],clip:[6,9,66,80,84],clock:8,clone:[8,51,52,57],close:[2,39,42,58],closer:50,cloud:[18,19,27,28,29,42,43,74],cloud_read:12,cls:80,cludform:69,cluster:[12,14,15,17,19,24,40,42,65,66,70,80,85],cluster_train:64,cm469:69,cmake3:51,cmake:[34,51,57,59,60,63],cmakelist:[18,59],cmatrix:[33,34],cmd:70,cna:8,cname:69,cnn:[8,70,78,80],coars:30,code:[2,4,8,12,15,18,26,30,31,36,39,40,41,43,44,47,48,49,50,51,52,53,56,59,60,61,62,63,64,69,70,76,80,81],codebas:43,coeff:8,coeffici:8,collabor:19,collect:[8,12,14,50,81],collectbia:59,colleg:81,color:[77,78],colour:12,column:[7,8,31,39,42,59,75,85],column_evalu:7,column_nam:38,colunm:85,com:[8,9,12,18,51,52,57,58,69,70,74,78],combin:[7,8,9,12,14,43,46,76,82,84],come:84,comedi:81,comma:[14,24,66,75],command:[1,4,18,22,27,29,50,51,52,57,58,59,60,62,63,64,69,70,71,72,75,76,77,78,82,83,84],commandlin:[63,84],commenc:80,comment:[10,18,47,58,60,80,84],commit:18,commnun:64,common:[21,56,59,65],common_util:64,commonli:[29,56,63,68],commun:[19,24,25,40,41,59,64,69],compani:84,compar:[16,18,43,57,59,60,76,80],comparison:18,compat:[2,30],compet:84,competit:76,compil:[8,18,37,40,44,47,49,51,52,57,58,59],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,28,31,43,59,60,61,69,70,74,80],complex:[1,2,9,26,39,43,56,63,80],complic:[8,30,40],compon:[40,59],compos:[12,15,30,35,38,43,76,83],composenotalign:12,composit:[30,44],compress:23,compromis:57,comput:[8,9,15,16,19,40,41,42,44,46,49,50,51,52,56,57,59,60,63,68,69,80,82,83,84],computation:[8,56],conat:8,concat:[56,85],concaten:[9,35,48],concentr:43,concept:[2,7,15,30,35,36,42,46,48,49,52,56],concern:15,concis:48,conclud:60,concret:[43,60],concurr:[19,26,41],concurrentremoteparameterupdat:66,cond:[17,32],condit:[8,23,40,56,64,70,85],conduct:63,conf:[4,8,64,75,76,78,85],conf_paddle_gradient_num:69,conf_paddle_n:69,conf_paddle_port:69,conf_paddle_ports_num:69,conf_paddle_ports_num_spars:69,confid:[8,84],confidence_threshold:8,config:[2,6,8,21,29,50,59,64,65,66,69,70,74,75,76,77,78,80,84,85],config_:[22,66],config_arg:[65,66,68,78,80,83,84],config_bas:[7,8,14],config_fil:83,config_gener:[64,82],config_lay:59,config_len:24,config_pars:[4,59],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,41,50,55,57,59,60,61,63,66,74,75,77,78,84,85],confirm:29,conflict:[46,58],confront:85,congest:66,conll05st:83,conll:[12,83],connect:[1,9,27,40,41,50,59,69,70,74,76,77,78,80,82,84],connectionist:[8,84],connor:84,consequ:[8,9],consid:[7,8,10,51,52,57,63,68,74,77],consider:[2,9],consist:[7,8,12,23,39,47,60,77,78,80,83,85],consol:[63,69],consolid:17,const_cast:60,constant:[42,59,60],constraint:[40,46],construct:[2,4,7,15,35,38,43,46,47,49,56],constructbackwardgraph:31,constructoptimizationgraph:31,constructor:[38,43,46,47,59,60],consum:[19,84],contact:26,contain:[2,7,8,9,11,12,14,15,17,23,36,42,43,44,46,47,53,56,57,58,60,64,69,77,78,80,81,84,85],containerport:69,contemporan:84,content:[24,29,70,83,84],content_len:24,context:[8,9,12,46,56,60,61,75,80,82,83,84,85],context_attr:9,context_len:[8,9,80],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,80],contibut:58,contin:69,continu:[2,7,19,66],contrast:[8,85],contribut:[53,57,62,84],contributor:43,control:[6,17,42,52,58,66,69,70,74,85],conv:9,conv_act:9,conv_batchnorm_drop_r:9,conv_bias_attr:9,conv_filter_s:9,conv_layer_attr:9,conv_num_filt:9,conv_op:8,conv_pad:9,conv_param_attr:9,conv_strid:9,conv_with_batchnorm:9,conveni:[15,47,64],convent:[24,60],converg:[64,76,84],convers:40,convert:[2,4,12,21,39,44,75,77,78,80,82],convlay:8,convolut:[8,9,12,76,78,82],convoper:8,convtran:8,convtranslay:8,cool:[2,58],coordin:[19,24],copi:[14,15,23,26,29,31,35,52,58,69,76,82],copy_shared_paramet:76,copytonumpymat:76,core:[2,6,34,36,57,66,85],coreo:[69,74],corespond:83,corner:43,corpora:85,corpu:[12,83],correct:[2,8,16,59,60,69],correctli:[7,12,59,76],correl:[50,77,84],correspoind:15,correspond:[2,4,15,17,18,35,38,42,43,44,47,50,58,59,60,61,77,81,83,84,85],corss_entropi:15,cos:[8,47],cosin:[8,47,82],cosineop:47,cosineopproto:47,cosineopprotomak:47,cost:[4,10,14,15,31,37,40,42,50,66,76,80,82,84,85],cost_id:8,cost_val:40,could:[2,4,8,12,14,15,16,23,35,36,37,38,39,40,41,44,48,52,57,63,64,69,80,82],count:[7,19,27,39,63,66,68,70,75,82,83,84,85],counter:[19,23,31],coupl:50,cours:[7,27,57],cover:61,coverag:51,coveral:51,coveralls_uploadpackag:51,cpickl:78,cpp:[16,22,30,33,34,36,41,43,49,58,59,63,80,82,85],cpu:[1,2,6,8,16,27,36,40,42,43,45,51,57,60,61,63,66,70,76,83,84,85],cpu_per_p:42,cpu_per_train:42,cpuinfo:52,cpuplac:[60,61],cpusparsematrix:34,craftsman:81,crash:[19,63,64,66],crazi:64,creat:[4,6,8,12,14,15,16,17,19,24,28,29,30,31,35,36,38,44,49,50,51,52,57,59,60,64,66,74,75,76,77,85],create_bias_paramet:59,create_block:38,create_cloud_job:42,create_doc_str:47,create_global_var:38,create_ifelseop:[17,32],create_input_paramet:59,create_op:60,create_oper:30,create_paramet:38,create_python_ops_creatation_funct:47,create_rnn:17,create_rnn_op:35,create_var:38,createargu:76,createfromconfigproto:[4,76],creategradientoper:44,createop:47,createoper:17,createstack:69,createvar:49,createvari:17,creation:[30,69],creationd:69,creator:[12,21,43,44],creator_:44,credenti:29,credit:76,crf:83,crime:81,critic:84,crlf:58,crop:78,crop_siz:78,cross:[8,60,80,83],cross_entropi:[8,15,42,76],cross_entropy_with_selfnorm:8,crt:28,csc:59,cslm:85,csr:59,csv:81,ctc:7,ctc_evalu:7,ctest:[52,57,58,60],ctor:38,ctrl:[57,64,82],ctx:[60,61,83],ctx_0:83,ctx_0_slot:83,ctx_n1:83,ctx_n1_slot:83,ctx_n2:83,ctx_n2_slot:83,ctx_p1:83,ctx_p1_slot:83,ctx_p2:83,ctx_p2_slot:83,cub:77,cuda:[18,43,51,52,57,63,64,66],cuda_dir:[65,66],cudaconfigurecal:63,cudadevicegetattribut:63,cudaeventcr:63,cudaeventcreatewithflag:63,cudafre:63,cudagetdevic:63,cudagetdevicecount:63,cudagetdeviceproperti:63,cudagetlasterror:63,cudahostalloc:63,cudalaunch:63,cudamalloc:63,cudamemcpi:63,cudaprofilerstart:63,cudaprofilerstop:63,cudaruntimegetvers:63,cudasetdevic:63,cudasetupargu:63,cudastreamcr:63,cudastreamcreatewithflag:63,cudastreamsynchron:63,cudeviceget:63,cudevicegetattribut:63,cudevicegetcount:63,cudevicegetnam:63,cudevicetotalmem:63,cudnn:[8,11,18,51,66],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[65,66],cudnn_convt:8,cudnn_dir:[65,66],cudrivergetvers:63,cuinit:63,cumul:8,curl:[51,69],curli:[17,31],current:[2,8,17,18,19,22,24,35,36,37,38,41,42,46,49,50,52,56,57,58,59,64,66,69,80,84,85],current_block:[37,38],current_oper:37,current_word:56,currentcost:[80,82,84,85],currentev:[80,82,84,85],curv:[15,77,83],custom:[1,2,15,27,43,59,69,81,84],custom_batch_read:39,cut:[41,48],cutoff:12,cycl:19,cyclic:8,cython:33,d3e0:69,dai:85,daili:84,dalla:2,dan:83,danger:2,dangl:57,darwin:69,dat:[21,64,82],data:[0,1,2,4,7,10,14,15,16,17,21,22,23,28,31,35,36,37,41,42,43,46,47,48,49,51,52,56,59,60,61,63,64,65,66,68,71,78,81],data_batch_gen:76,data_dir:[75,77,84,85],data_fil:50,data_initialz:80,data_lay:[2,22,38,50,76,77,80,83],data_read:[12,39],data_reader_creator_random_imag:39,data_sourc:76,data_typ:[12,49,56],databas:[12,84],datacent:[21,29],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataprovid:[1,50,64,82,83],dataprovider_bow:80,dataprovider_emb:80,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,39,50,56,66,75,77,78,80,83,84],datatyp:49,date:83,db_lstm:83,dcgan:76,dcmake_install_prefix:51,ddim:61,dead:19,deal:[74,76],debian:52,debug:[2,16,29,40],decai:[10,77],decar:12,decayr:22,decent:23,decid:[15,26,39,44],declar:[8,17,35,82],decod:[8,9,56,83,85],decoder_boot:56,decoder_group_nam:56,decoder_input:56,decoder_mem:56,decoder_prev:9,decoder_s:56,decoder_st:[9,56],deconv:8,deconvolut:8,decor:[2,12,59],decreas:50,decrypt:69,deduc:43,deep:[8,26,31,43,50,52,54,63,76,77,78,80,83],deeper:[50,52,78],deer:77,def:[2,8,12,15,16,21,27,30,35,38,39,47,49,50,56,59,60,76,78,80,83],defalut:[8,66,68],default_devic:68,default_valu:[32,68],defect:36,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,30,35,37,38,39,41,43,46,47,50,56,59,61,64,66,75,76,77,83],define_py_data_sources2:[2,50,77,78,80],defini:85,definit:[2,17,19,23,40,47,48,50,52,60,75,80,84],definiton:30,degre:8,delai:[61,66],delar:80,delet:[27,28],deletestack:69,delimit:[7,81,82],deliv:74,delta:[8,16],delv:8,demand:19,demo:[8,12,43,64,70,71,75,76,77,78,79,80,81,82,83,84,85],demograph:81,demolish:70,demonstr:[50,56,61,76,82],denot:[60,68,80,81,83],dens:[2,8,12,24,25,59,69,80,82],dense_arrai:12,dense_vector:[2,4,12,50],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,40,41,49,50,52,57,60,64,68,74,77,81],deploi:[8,64,68,74],deploy:[43,64,69,74],deprec:8,depth:17,dequeu:41,deriv:[5,15],desc:[17,47],desc_:17,descend:48,descent:[8,19],describ:[15,17,18,23,36,37,38,43,47,49,50,58,59,60,61,69,70,76,80,83],describestack:69,describestackev:69,describestackresourc:69,descript:[4,7,17,18,44,49,51,58,60,67,69,77,82],deseri:[14,36,43],desgin:31,design:[2,8,12,22,33,60,74,84],desir:[19,69,70,75],destin:[24,29],destroi:17,destruct:46,destructor:59,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,29,35,38,40,42,46,48,51,56,57,58,59,60,61,63,64,67,68,69,70,74,75,76,78,80,82,84,85],detect:[52,58],detection_evalu:7,detection_output:7,determin:[2,8,12,17,43,59,76],dev:[43,51,52,57,58,74,77,85],dev_ctx:17,devel:51,develop:[18,36,44,45,51,61,65,66,85],deverlop:66,deviat:6,devic:[6,36,40,42,43,60,61,66,85],device_context:60,device_context_:60,devicecontext:[17,60],deviceid:68,devid:[8,66],dez:84,dhcp:74,diagnos:64,diagram:[35,78],dict:[2,7,12,14,38,42,80,82,84,85],dict_dim:84,dict_fil:[7,80,83],dict_siz:[12,22],dictionai:80,dictionari:[2,7,8,12,14,15,16,42,68,78,80,82,83,84,85],dictsiz:85,did:[2,36],diff:58,diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,40,41,42,44,46,50,52,56,58,59,60,61,64,66,69,70,75,77,78,80,84,85],differenti:[30,60],difficult:[7,16,50,57],dig:[52,63,69],digit:[2,8],dilat:8,dilation_i:8,dim0:60,dim1:60,dim:[8,12,22,35,38,43,49,59,60,61,75,78,80,84],dim_:61,dimens:[5,8,11,12,43,48,59,60,61,68,75,80,82,84],dimension:[2,50,56,59,61,76,80],dimenst:75,dimes:8,dir:[64,78,80,82,83,84,85],dirctori:52,direct:[8,9,52,78,83],directli:[1,2,9,18,25,27,36,40,47,50,52,64,70,84],director:60,directori:[1,8,18,21,26,28,29,51,52,57,58,61,63,64,66,70,77,78,80,82,83,84,85],diretcoti:78,dis_conf:76,dis_train:76,dis_training_machin:76,disabl:2,discard:[12,19,23,58,66],discount:8,discov:[19,83],discoveri:69,discrep:63,discrimin:76,discriminator_train:76,discuss:[15,17,23,24,25,40],disk:[57,70],dispatch:[36,40,64,66],displai:[27,29],disput:85,dist:45,dist_train:[15,27],distanc:7,distibut:75,distinguish:[18,64,76,85],distribut:[8,17,23,24,25,26,41,42,43,49,51,62,70,71,72,74,76,80,83],distribute_test:[65,66],distributedli:[40,59],disucss:15,divid:[10,47,49,65,77,85],diy_beam_search_prob_so:[65,66],dmkl_root:51,dns:69,do_forward_backward:39,doc:[4,12,35,51,52,58,60,61,64],dockefil:57,docker:[45,53,58,69,71,72,74],docker_build:15,docker_push:15,dockerfil:[52,57,58],dockerhub:52,doctor:81,document:[2,4,9,16,28,31,35,43,51,57,58,60,61,68,77,80,82,83,84],documentari:[2,81],doe:[2,4,9,19,23,24,26,27,36,39,40,41,43,44,49,50,57,59,60,61,63,80,82,83],doesn:[6,8,12,15,17,39,42,57,58,63,70,85],dog:[77,78],doing:[22,26,31,40,63],domain:69,don:[9,15,18,30,31,39,50,57,60,69,84],done:[7,8,9,18,19,23,24,40,44,58,63,69,76,84],dopenblas_root:51,dot:[60,66,78,85],dot_period:[66,68,76,77,82,84,85],dotmuloper:8,dotmulproject:8,doubl:[2,8,31,40,51,60,66],down:[63,80],download:[12,18,19,22,26,28,52,74,76,77,80,83,84],download_cifar:77,downsampl:77,doxygen:[51,58],dozen:18,drama:81,drive:46,drop:[2,9],drop_rat:6,dropout:[6,9,59,80],dropout_r:8,drwxr:70,dst:24,dtoh:63,dtype:[4,38,50,78],dubai:85,due:[23,26,38,81],dummi:[14,23],duplic:[41,81],durat:[23,63],dure:[1,2,8,9,17,19,23,26,27,43,50,59,60,65,66,69,74,80,82,83,85],durn:2,dwith_c_api:34,dwith_doc:51,dwith_profil:63,dwith_python:34,dwith_swig_pi:34,dwith_test:60,dwith_tim:63,dynam:[1,2,24,34,39,51,63,66],dynamic_cast:59,e2e:74,each:[1,2,4,7,8,9,11,12,14,16,17,18,19,22,23,24,26,27,31,35,36,37,38,39,40,41,43,44,46,47,48,50,52,56,58,59,64,66,68,69,74,75,77,78,80,81,82,83,84,85],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:60,eas:[12,39,60,78],easi:[16,39,43,52,59,64,80],easier:[15,39,41,57,59],easili:[15,39,44,46,50],echo:[52,82,84],edg:42,edit:[7,52,57,69],editor:[52,57],edu:[12,69,70,77],educ:81,eeoi3ezpr86c:69,effect:[2,66,69],effici:[1,2,8,40,56,57,59],effort:40,efg:8,efs:69,efs_dns_nam:69,efsvol:69,eigen:[43,60],eigen_test:61,eigen_use_gpu:60,eigenmatrix:61,eigenscalar:61,eigentensor:61,eigenvector:61,eight:83,either:[8,12,14,15,35,63,80,82],elb:69,elbapis:69,elec:80,electron:[70,80],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,32,39,41,42,43,60,61,80,84,85],element_typ:24,elementari:43,elif:[15,47],elimin:83,els:[15,22,27,40,41,46,47,52,57,59,60,78,80],emac:[52,57],emailweixu:18,emb1:22,emb2:22,emb:[70,80],embed:[15,17,22,41,48,56,79,82,84],embedd:83,embedding_lay:[22,80],embedding_nam:[8,56],embedding_s:[8,56],emphas:63,empir:8,emplace_back:59,emploi:[47,56,81],empti:[7,12,19,50,60],emul:85,enabl:[2,6,8,17,18,23,41,57,63,64,66,69],enable_grad_shar:[65,66],enable_parallel_vector:66,enc_proj:[9,56],enc_seq:9,enc_vec:56,encapsul:[24,42],encod:[9,23,56,85],encoded_proj:[9,56],encoded_sequ:[9,56],encoded_vector:56,encoder_last:8,encoder_s:56,encount:22,encourag:40,encrypt:69,encrypt_decrypt:69,end2end:74,end:[2,7,8,14,17,36,39,46,50,56,57,58,66,75,83,84,85],end_pass:15,end_po:8,enditer:[14,15],endpass:[14,15],endpoint:[12,21,69],endtrain:15,engin:[27,63,81],english:[2,8,85],enjoi:52,enlarg:60,enough:[17,50,57],enqueu:41,ensembl:9,ensur:[2,19,46,57,59],enter:[17,52,81],enterpris:43,entir:[8,9,24,26,60,84],entiti:[7,17,46],entri:[12,23,27,57,59,69,81],entropi:[8,80,83],entry_point:27,enueu:41,enumer:[5,80],env:69,environ:[15,42,51,52,57,58,63,64,65,66,69,70,76,77,82],eol:58,eos_id:[8,56],epel:51,epoch:81,epsilon:10,equal:[8,9,19,60,66],equat:[7,8,9,10,52,60],equilibrium:76,equip:[51,56],equival:[8,15,17,47,74],error:[6,7,8,9,10,15,16,23,29,46,50,59,60,64,66,69,77,78,80,81,82,84,85],error_clipping_threshold:6,especi:[2,9,57,83],essenc:15,essenti:[8,15,51,61,83,85],estat:50,estim:[8,15,41],eta:70,etc:[7,12,17,39,40,46,52,64,65,68,69,74,84,85],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:[64,69],ethternet:64,eval:[7,17,42,43,49,80,82,84,85],eval_bleu:85,evalu:[1,8,13,14,26,40,42,63,64,80,84,85],evaluate_difficult:7,evaluate_pass:84,evalut:[50,85],even:[15,39,57,63,66,84],evenli:[24,69],event:70,event_handl:[14,15],everi:[1,2,7,8,9,12,15,19,23,24,26,31,41,46,47,56,58,59,60,61,66,80,83,84,85],everyth:[40,41,50,58],everywher:57,evid:36,exactli:[2,8,9,52,69,83],exampl:[1,2,7,8,9,10,12,14,17,27,29,30,31,35,36,38,39,41,43,50,51,52,56,57,58,59,60,61,63,64,65,66,68,69,70,77,78,79,80,84,85],exceed:8,except:[2,8,12,26,31,68,75,84],exchang:36,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[52,66],execut:[18,19,23,27,42,44,57,59,63,69,81,83,84],executioncontext:[60,61],exist:[15,17,19,29,38,39,42,47,48,57,59,61,66,69,81,84],exit:[24,29,66,70],expand:[59,83,84,85],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,63,84],expens:85,experi:68,expert:18,expir:19,explain:[2,7,19,30,31,64,76,84],explan:[8,16,27,40,46,51,80,85],explanatori:[50,52],explicit:59,explicitli:[2,15,42,60,61],exploit:77,explor:8,exponenti:5,expos:[25,52,69],express:[15,41,60,69,84],ext:8,extend:[7,41,48],extens:[26,41,60,81,82,85],extent:34,extern:[2,18,33,34,43],external_librari:18,extra:[6,8,9,40,50,74],extra_lay:14,extraattr:[6,68],extraattribut:8,extraattributenon:8,extract:[7,8,36,40,60,69,77,83,84],extract_fea_c:78,extract_fea_pi:78,extract_para:75,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,63],extremli:1,f120da72:70,f7e3:69,fa0wx:70,fabric:64,face:18,facotr:8,fact:[38,44,78],factor:[6,8,10],factori:33,fail:[2,19,23,42,60,66,68,70,77],failur:[19,24,60],fake:76,fake_imag:39,falloc:28,fals:[2,6,7,8,9,10,12,16,17,32,35,39,50,56,59,60,66,68,70,75,80,82,83,84,85],false_block:[17,32],false_label:39,false_read:39,famili:85,familiar:[2,50],fanscin:2,fantasi:81,fantast:80,far:48,farmer:81,fascinatingli:1,fast:[8,23,44,63],faster:[8,9,19,56,63,84],fault:[14,23,43],favorit:57,favourit:52,fbd1f2bb71f4:70,fc1:[42,49,59,68],fc2:[42,49,68],fc3:68,fc4:68,fc8a365:69,fc8a:69,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[38,47,50,59,68,80,82],fc_layer_nam:9,fc_mat:14,fc_op:47,fc_out:17,fc_output:47,fc_param_attr:9,fc_without_b:17,fclayer:59,fcop:30,fdata:83,fea:78,fea_output:78,feat:84,featur:[2,5,8,12,58,66,77,80,84,85],feature_map:82,feed:[9,14,15,31,35,38,40,42,50,84],feed_dict:42,feeder:12,feedforward:77,femal:81,fernan:84,festiv:2,fetch:[12,19,22,40,56,58,59],few:[2,18,19,39,52,57],fewer:8,fg0:8,field1:14,field2:14,field:[8,14,17,44,47,63,69],fifth:31,figur:[15,18,35,41,56,59,63,75,76,77,78,83,84,85],file1:85,file2:85,file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,28,29,34,39,40,43,49,50,51,52,56,57,58,59,60,61,64,66,74,75,77,78,83,84,85],file_list:2,file_nam:[2,50,78,80,83],filenam:[2,21,38,82],fileoffset:28,filer:8,filesystem:[26,27,28,40,52,69],fill:[8,19,23,38,69,80],fill_zero_grad:43,film:81,filter:[8,9,78],filter_s:[8,9],filter_size_i:8,finali:64,find:[8,10,17,19,26,46,52,63,77,84,85],find_var:16,findop:17,findvar:[17,46],fine:[6,23,30,82],fingerprint:69,finish:[2,19,23,26,27,47,52,64,69,70,77],finit:59,first:[2,8,14,15,17,19,23,26,27,29,31,35,37,38,40,43,47,48,50,52,56,57,58,59,60,61,63,66,68,69,74,75,76,77,78,80,82,83,84,85],first_seq:56,firstli:[7,8],firstn:12,firstseen:70,fit:[1,12,43,58],five:[37,63,80],fix:[2,6,33,40,58,85],flag:[12,60,66,76,77,83],flatten:61,flatten_s:49,flexiabl:39,flexibl:[1,8,9,15,24,31,35,40,48,56],flight:85,float32:[4,12,30,38,39,50,60,76,78],floor:8,flow:[17,35,45,58],fly:[50,80],fnt03:69,focu:[2,63],focus:60,folder:[18,21,27,29,51,69,77,84,85],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,30,31,35,37,39,41,43,46,47,48,51,52,56,57,58,59,60,61,63,64,68,69,70,71,72,74,75,76,77,78,80,81,82,83,84,85],fool:76,forbid:15,force_load:33,forecast:84,forest:17,forget:[10,15,84],fork:8,form:[1,2,8,9,10,63,83],format:[1,2,7,12,14,16,23,50,58,59,60,61,66,69,75,77,81,82,84],former:[15,18,85],formula:[8,9,16],formular:8,forward:[5,8,9,16,17,22,24,36,43,44,56,59,68,76,83,84],forward_op:16,forwardactiv:59,forwardtest:4,found:[2,4,8,46,51,56,76,77,80,84],four:[2,7,31,75,78,80,82,83,84],fp16:[43,49],fp32:[43,49],fp64:49,fpga:42,frame:[7,43],framework:[15,17,43,46,47,49,59,60,78,80,84],free:[12,74,85],french:85,frequenc:[12,63,75,80,84],frequent:[23,39,43,64,85],fresh:[26,42],friend:46,frog:77,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,29,30,31,32,35,36,38,39,40,41,42,43,46,48,50,52,56,58,59,60,61,62,63,64,66,68,69,70,74,75,76,77,78,80,81,82,83,84,85],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[39,50,78],fulfil:63,full:[8,19,26,35,52,56,59,74],full_matrix_project:[9,56],fullfil:49,fulli:[40,41,50,58,59,63,74,76,77,78,80,82,84],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:75,fullyconnectedlay:59,func:[12,23,44],funciton:9,functor:30,fundament:[41,43,50],further:[8,47,74],furthermor:42,futur:[8,26,40,43],fvs:47,fwd_op:44,gain:8,game:76,gamma:78,gan:15,gan_train:76,gangliao:18,gap:66,gate:[8,9,84],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,36,59,60],gauss:6,gaussian:76,gcc:[33,43,51,52,57],gcreators_:47,gen:[8,85],gen_conf:[76,85],gen_data:85,gen_result:85,gen_train:76,gen_training_machin:76,gender:[12,81,82],gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,30,32,37,39,40,41,43,44,47,48,50,51,52,58,60,63,64,66,68,69,75,78,79,80,82,84],generated_word_embed:8,generatedinput:[8,56],generator_conf:76,generator_machin:76,generator_train:76,genert:2,genr:[81,82],geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,28,35,42,43,44,46,47,49,50,51,56,59,60,63,64,69,73,77,78,80,82,83,84],get_all_op_proto:47,get_batch_s:83,get_best_pass:84,get_block:38,get_cloud_job:42,get_config_arg:[68,80,84],get_data:[70,80,83],get_default_block:49,get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_imdb:84,get_input_lay:59,get_mnist_data:76,get_model:78,get_movie_title_dict:12,get_nois:76,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_tensor:16,get_training_loss:76,get_vari:17,get_word_dict:12,getbatchs:59,geteigendevic:61,getenv:[15,27],getinput:59,getinputgrad:59,getinputvalu:59,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:59,getoutputvalu:59,getparam:22,getparameterconfig:22,getparameterptr:59,getparameterspars:22,getparametersremot:22,getplac:[60,61],getsiz:59,getslotvalu:76,gettask:23,gettempl:69,gettranspos:59,getw:59,getweight:59,getwgrad:59,gfortran:51,gildea:83,gist:9,git:[45,51,52,57,58],github:[9,18,51,52,57,78],give:[2,19,35,43,50,52,57,59,63,69,80],given:[2,8,12,14,24,26,30,39,41,42,48,59,66,76,80,83,84,85],glide:18,global:[2,6,15,17,18,19,36,38,42,43,46,47,57,63,66,69,84],global_block:38,global_learning_r:6,globalstat:63,globalstatinfo:63,globe:2,glolal_block:38,go1:51,go_librari:18,go_test:18,goal:[31,43,63,83],gob:23,godep:18,godoc:33,goe:[8,9,19,46,50],going:[30,74,80,84],golang:[18,51],good:[8,39,63,74,84,85],goodfellow13:8,googl:[15,43],googleapi:[51,69],gopath:51,goroot:51,got:46,gpg2:69,gpg:69,gprotos_:47,gpu:[1,2,6,8,11,16,27,36,40,42,43,45,51,57,58,60,61,62,64,74,76,77,78,82,83,84,85],gpu_id:[66,68,76],gpu_per_train:[40,42],gpugpu_id:65,gpukernel:43,gpuplac:60,grab:[19,84],grad:[16,24,66,81],grad_op_class:43,grad_op_maker_:44,grad_op_typ:[43,44],grad_op_type_:44,grad_share_block_num:[65,66],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,31,36,43,60,66,80,84],gradient_check:60,gradient_clipping_threshold:[6,80,84],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,34],gradientcheck:60,gradientmachin:[4,14,34,36,76,82,85],gradientmachine_:22,gradopdescmak:44,gradopdescmakerbas:44,gradopmak:44,gradual:[50,63],grai:77,grain:30,gram:[75,84],grandient:14,grant:69,graph:[8,14,17,18,19,35,37,40,42,49,61,75],graphviz:78,grave:84,grayscal:2,great:[41,74],greater:8,greaterthan:47,grep:[52,84],groudtruth:56,ground:[7,8,80,85],group:[9,23,74,84],group_input1:56,group_input2:56,group_input:56,grouplen:[12,81],grpc:74,gru:[8,56,80,85],gru_bias_attr:9,gru_decod:56,gru_decoder_with_attent:56,gru_encoder_decod:[75,85],gru_layer_attr:9,gru_memori:9,gru_siz:80,gru_step:56,gru_step_lay:9,grumemori:[9,56],gserver:[8,59],gsizex:63,guarante:[38,59],guard:22,guess:[50,84],guest:57,gui:63,guid:[28,53,56,58,59,63,69,70,75,77,84,85],guidenc:50,gzip:[23,70],hack:[53,64],had:57,hadoop:15,half:69,hand:[43,61,81,82,84],handi:18,handl:[12,15,27,36,39,40,42,46,64,82,84],handler:[14,17],handwrit:[2,84],happen:[23,47],hard:[40,41,48,57,69,80],hardwar:[52,57,63],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,32,40,41,42,43,47,52,56,57,59,60,63,69,70,74,75,77,80,81,82,83,84,85],has_kei:14,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,30,31,32,35,36,39,40,41,42,43,44,46,50,51,52,56,57,58,59,60,63,64,66,68,69,74,75,77,80,81,82,84,85],haven:57,hdf:[1,21],head:[58,60,75,84],header:[24,34,43,50,59,75,78],health:81,heard:57,heavi:64,height:[8,12,17,33,39,59,60,77],held:19,hello:15,help:[2,4,17,29,43,48,49,57,58,64],helper:[8,40,44,59],henc:46,here:[2,4,6,7,8,9,12,15,18,19,25,29,31,39,47,50,51,56,60,64,65,68,69,70,74,75,77,78,79,80,81,82,83,84,85],heterogen:[40,41],heurist:[8,41,66,85],hidden:[8,9,40,56,69,80,84],hidden_out:17,hidden_s:9,hierarch:[8,43,56],hierarchi:43,high:[6,59,74,76],higher:[1,30,48],highest:[12,17,85],highli:[1,2,12,48,56,68,82,84],him:15,hint:[41,50],his:42,histor:[30,84],hl_get_sync_flag:59,hold:[15,19,23,25,40,42,46,47,61,69],holder_:61,home:[21,29,40,42,51,64,69,70],homemak:81,honor:23,hook:[2,6,83],hookattr:6,hookattribut:6,horizont:[8,78],horror:81,hors:77,horst:84,host:[18,27,51,52,64,69,70],hostnam:[64,69],hostpath:70,hostport:69,hot:82,hour:[57,85],hous:[2,12,50,75],how:[1,2,6,8,15,17,19,23,29,30,36,47,50,56,57,64,66,69,70,73,77,78,80,82],howev:[2,8,9,16,26,36,39,40,44,47,50,56,65,66,69,84,85],hpp:33,html:[12,52,77],htod:63,http:[8,9,12,18,27,51,52,57,58,69,70,74,76,77,78,85],huber:8,huge:[8,58],huina:84,human:[8,85],hyper:[8,59],hyperplan:12,i0601:82,i0706:85,i0719:85,i1117:63,iamfullaccess:69,iamusersshkei:69,ib0:64,ics:12,icwsm:84,id_input:7,idea:[8,18,39],ident:[50,52,60,69,81],identifi:59,identityoffsetproject:8,identityproject:8,ids:[7,8,59,80,82],idx:[23,59],ieee:84,ies:29,ifelseop:[32,37],ifop:32,ight:8,ignor:[2,8,66,75],ijcnlp:84,illustr:[2,7,19,24,30,35,40,42,56,59,63,80],ilsvrc:78,imag:[2,11,12,15,31,37,39,42,49,50,53,57,58,68,69,71,72,74,76,78,79,85],image_a:39,image_b:39,image_classif:77,image_fil:39,image_lay:39,image_list_provid:78,image_nam:15,image_path:39,image_provid:77,image_reader_cr:39,image_s:78,imagenet:[8,21,79],imagepullpolici:69,imageri:8,images_reader_cr:39,imagin:31,imdb:81,imdber:84,img:[2,8,9,40,77],img_conv_lay:9,img_featur:2,img_pool_lay:9,img_siz:77,imgsiz:63,imgsizei:63,imgsizex:63,immedi:69,immutable_paramet:15,imperfect:43,implement:[2,8,9,10,12,17,23,24,25,26,27,30,33,34,36,40,41,46,47,48,56,80,83],implemet:22,impli:18,implicit:42,implicitli:37,imposs:74,improv:[8,41,43,63,69,84,85],inarg:22,inbound:69,includ:[1,2,7,8,9,12,15,17,18,24,27,33,34,35,38,40,43,47,51,52,56,57,58,59,60,63,66,69,70,75,80,81,83,85],inconsist:81,incorpor:8,incorrect:8,increas:[19,23,66,85],increment:[31,66],incupd:59,inde:[12,39,52],independ:[8,16,24,42,46,74,80],index:[2,7,8,11,12,14,16,17,19,23,37,38,64,69,82],indexslot:[8,83],indic:[2,7,8,17,24,35,37,44,48,50,64,69,83],indice_map:48,individu:[19,50,69],industri:[19,74],ineffici:36,infer:[0,15,17,19,33,38,42,43,51],infer_shap:38,inferior:26,infershap:[17,37,38,43,49,60,61],infershapecontext:[60,61],infiniband:64,info:[7,8,12,35,59,64,74],inform:[4,8,12,14,17,27,29,35,38,40,46,59,60,61,63,66,69,81,82,83,84,85],infrastructur:[69,76],ingor:66,inherit:[17,43,60],ininst:15,init:[6,14,17,35,40,49,59,68,69,76,80,83],init_attr:38,init_from_tar:14,init_hook:[80,83],init_model_path:[65,66,68,75,80,83],initi:[2,4,6,8,9,12,14,18,23,31,35,38,40,41,47,48,49,56,59,60,66,75,76,80,83],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:38,initpaddl:[4,76],initrd:74,inlcud:9,inlin:[61,69],inner:59,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:61,input1:[8,9,61],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,30,31,32,35,36,38,39,40,41,42,43,44,46,47,48,49,50,56,59,60,61,68,75,76,77,78,80,82,83,84,85],input_conf:8,input_data:59,input_data_target:59,input_featur:5,input_fil:[50,83],input_hassub_sequence_data:59,input_id:8,input_imag:[9,77],input_index:59,input_label:59,input_lay:59,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seq:8,input_sequence_data:59,input_sequence_label:59,input_sparse_float_value_data:59,input_sparse_non_value_data:59,input_t:59,input_to_check:16,input_typ:[50,80],input_valu:16,input_var:16,inputbuff:22,inputdef:59,inputgradi:44,inputlayers_:59,inputs_to_check:16,inputtyp:[2,12],insert:[43,58],insid:[7,8,19,36,39,41,43,44,52,69],inspect:58,inspir:75,instal:[8,27,45,52,54,57,58,64,70,77,78,82,83,84],instanc:[8,16,17,19,21,25,32,35,38,40,43,44,56,59,61,63,66,83],instance_ip:69,instanti:19,instead:[8,9,11,18,22,27,31,39,40,52,57,64,80,85],instruct:[17,31,52,57,63,80],int16:49,int32:[37,48,49,66],int64:[28,49],integ:[2,7,8,12,23,27,33,37,59,80,84],integer_valu:[2,12,80],integer_value_sequ:[2,12,56,80,83],integr:[7,51,74,83],inter:[8,40,64],interact:[52,69],intercept:8,interchang:[31,43],interest:[63,84],interfac:[0,4,6,8,9,14,17,23,27,29,36,43,44,60,61,64,69,74,77,82,84],interg:80,intergr:8,intermedi:[29,40,57,83],intern:[8,9,14,69],internet:[18,19,74,84],interpret:[2,7,51,63],interv:[8,84],inth:61,intrins:51,introduc:[2,8,17,19,46,47,60,70,82,84],introduct:[3,76],introductori:57,intuit:[26,43],invalid:[39,46],invari:77,invoc:[17,18,30,43],invok:[2,8,14,36,40,41,43,44,47,57,63,69],involv:[60,76],iob:7,ioe:7,ips:69,ipt:[8,47,56],ipx:74,ipython:15,is_discriminator_train:76,is_gener:[75,76,85],is_generator_train:76,is_kei:82,is_loc:14,is_predict:[80,84],is_seq:[8,56],is_sequ:82,is_stat:6,is_tensor:47,is_test:[78,83,84],is_train:2,isn:63,isol:52,isspars:59,issu:[18,42,51,52,57,63],item:[8,12,14,26,39,74],iter:[8,9,10,12,14,15,19,39,40,48,77,83,84],its:[2,8,9,14,15,16,17,19,23,31,35,36,38,43,44,46,47,58,59,60,61,63,66,69,75,76,77,80,84,85],itself:[19,26,46,49],ivs:47,java:[17,33,37,43],jeremi:63,jie:[83,84],jmlr:8,job:[4,12,26,40,42,43,65,66,68,78,80,82,83,84,85],job_dispatch_packag:64,job_id:12,job_mod:75,job_nam:[27,69],job_namespac:69,job_path:69,job_workspac:64,jobpath:69,jobport0:69,jobport1:69,jobport2:69,jobport3:69,jobserv:27,johan:84,join:19,joint:[75,85],jointli:[9,85],journal:[83,84],journei:52,jpeg:77,jpg:78,json:[64,69,70,82],jth:9,judg:85,jupyt:[27,52],just:[2,5,7,8,9,12,18,23,24,35,36,40,43,44,46,50,57,58,64,68,69,75,77,82,83,84],jx4xr:69,jypyt:15,k8s:74,k8s_data:69,k8s_job:15,k8s_token:15,k8s_train:69,k8s_user:15,kafka:21,kaim:8,kaimingh:78,kebilinearinterpbw:63,kebilinearinterpfw:63,keep:[2,8,12,19,31,46,47,74],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,28,43,44,47,57,58,60,63,64,82,84],kept:[8,38],kernel:[8,16,60,61,63,80],key1:66,key2:66,key_pair_nam:69,keyid:69,keymetadata:69,keypair:69,keyserv:69,keystat:69,keyusag:69,keyword:2,kill:[19,69],kind:[1,2,15,16,19,25,31,40,50,69,70,76,80,82],kingsburi:83,kms:69,know:[2,15,23,50,58,59,63,69,82],knowledg:84,known:[17,30,35,76,84,85],kriz:[12,77],ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:69,kubectl:70,kuberent:[19,69],kubernet:[15,19,43,62,64,71,72,74],kubernetes_service_host:15,kwarg:[2,9,10,12,47,80,83],l1_rate:6,l2_rate:6,l2regular:[77,80,84],l93:22,label:[2,4,7,8,10,12,14,31,37,39,40,41,42,50,70,76,77,78,79,80,84],label_dict:83,label_dim:[8,80],label_fil:[39,83],label_lay:39,label_list:83,label_path:39,label_slot:83,labeledbow:84,labl:84,lag:66,lake:2,lambdacost:8,lambdarank:8,languag:[8,12,31,43,46,68,75,83,84,85],larg:[11,12,40,41,58,83,84,85],larger:[2,6,7,8,64],last:[7,8,9,35,49,50,56,64,66,80,84,85],last_time_step_output:8,lastseen:70,late:84,latenc:[8,40,64,69],later:[18,43,51,60,61,69,80],latest:[8,17,18,19,26,52,58,70,84],latter:[48,85],launch:[66,69,84],launcher:15,lawyer:81,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,31,32,37,39,40,41,43,47,48,49,50,56,62,65,66,75,76,77,78,80,82,83,84],layer_0:59,layer_attr:[8,56,68],layer_num:[68,78],layer_s:8,layer_typ:8,layerbas:59,layerconfig:59,layergradutil:59,layermap:59,layeroutout:8,layeroutput:9,lbl:[7,77],ld_library_path:[51,64],lead:63,learn:[6,7,8,9,10,12,15,24,26,31,39,40,41,42,43,50,52,54,56,57,59,60,63,77,78,80,83,84,85],learnabl:14,learning_method:[50,75,77,80,84,85],learning_r:[6,24,40,50,75,77,80,84,85],leas:19,least:[7,8,19,51,81],leav:[2,17,69],lecun:12,left:[8,17,50,61,78],legal:47,leman:85,len:[2,8,24,28,38,59,80,82,83],length:[8,9,12,24,35,43,48,56,66,70,84,85],leq:8,less:[8,15,64,74,85],less_than:15,let02:70,let:[4,7,8,15,17,26,30,31,35,44,50,60,69,82],level:[6,8,30,35,64,66,76,82,84,85],lgtest:18,lgtest_main:18,lib64:[51,64,66],lib:34,libapi:18,libari:34,libcudnn:51,libjpeg:77,libpaddl:[33,34,43],libpaddle_capi:34,libpaddle_gserv:34,libpaddle_math:34,libpython:51,librari:[8,18,25,34,40,51,52,60,64,66,82],licens:83,life:19,lifecycl:74,lifetim:46,lightweight:30,like:[2,7,8,12,17,18,19,22,27,30,31,37,38,39,40,43,46,48,50,51,56,57,63,64,65,68,69,74,75,78,80,82,84,85],limit:[8,12,43,63,66],line:[1,2,4,7,12,18,22,27,29,31,37,43,50,57,58,62,63,64,68,69,75,77,78,82,83,84,85],linear:8,linearactiv:50,linguist:83,link:[8,9,18,28,29,43,46,51,60,69,74,80,84],linux:[28,51,52,57,69,85],linux_x86_64:45,lipeng:75,lipton:84,list:[1,2,7,8,9,12,14,15,17,18,23,27,29,32,36,38,42,44,46,50,52,56,57,59,60,64,66,68,69,77,78,80,82,83,84,85],listen:[19,66],literatur:84,littl:[1,2,24,66,80,84],lium:85,live:[52,60],liwicki:84,load:[1,2,4,8,15,19,38,40,50,60,66,69,78,83,84,85],load_featur:78,load_feature_c:78,load_feature_pi:78,load_missing_parameter_strategi:[65,66,68,75,83],load_uniform_data:76,loadparamet:4,loadsave_parameters_in_pserv:[22,65,66],loc:7,local:[6,14,16,17,19,25,26,31,35,43,51,52,57,64,65,66,70,77,84],local_scop:16,localhost:52,localpath:29,locat:[8,14,18,48,56,59,80,83],lock:[18,19,23,24,41],lod:[35,48],lod_level:[38,49],lod_tensor:[35,49],lodtensor:[43,49],lodtesnordesc:49,log:[2,23,29,40,59,64,66,69,70,77,82,83,84,85],log_barrier_abstract:66,log_barrier_lowest_nod:[65,66],log_barrier_show_log:[65,66],log_clip:[65,66],log_error_clip:[65,66],log_period:[66,68,70,76,77,80,82,83,84,85],log_period_serv:[65,66],logarithm:5,logger:2,logic:[2,26,36,40,41,46,60,64],login:52,longer:[19,40,85],look:[2,7,17,27,31,40,50,64,65,69,70,76,80],lookahead:8,lookup:80,loop:[16,17,39,46],loss:[8,59,76,80,84,85],lot:[40,65,74],low:8,low_rnn:35,lower:[8,35,64],lower_level_rnn:35,lowest:66,lpaddle_capi_shar:34,lpaddle_capi_whol:34,lstm:[8,56,70,80],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:80,lstm_step:9,lstmemori:[9,56],lstmemory_group:8,ltr:8,lucki:50,mac:[34,51,52,57],machin:[8,9,12,14,40,41,50,57,59,65,66,68,69,70,74,80,82,84,85],machine_transl:56,maco:57,macro:[30,44,60],made:[2,19,24,50,56,81],mai:[2,8,9,16,17,39,40,41,42,43,46,52,61,63,69,81],main:[2,4,43,58,69,77,83,84],mainli:[25,60,66],maintain:[8,17,23,38,43,69],majel:18,major:[40,52,76,78,84,85],make:[2,7,8,15,17,18,19,23,24,26,31,35,36,39,40,43,51,52,57,58,59,60,63,64,69,74,77,80,82,84],make_ddim:61,make_function_oper:30,make_vari:47,maker:[43,44],male:81,malloc:59,man:28,manag:[14,19,24,25,29,40,46,49,58,64],manageri:81,mandarin:8,mani:[8,9,18,23,36,43,44,46,47,50,52,57,66,80,81,82,84],manipul:[38,44],mannal:64,manner:8,manual:[40,44,52,74],manufactur:85,manylinux1_x86_64:45,mao:84,map:[2,7,8,12,14,15,17,23,38,44,46,47,48,57,66,74,77,78,82],map_fn:48,map_read:12,mapper:12,mapreduc:15,marcu:84,mark:[2,31,35,41,46,49,56,74,83],mark_slot:83,market:[50,81,84],martha:83,mask:[6,8],master:[15,26,43,45,58,66,84],mastermind:18,mat:[33,34],mat_cache_row:22,mat_norm:22,mat_normal_shar:22,mat_param_attr:9,mat_sparse_row:22,mat_sparse_row_auto_grow:22,mat_sparse_row_id:22,mat_sparse_row_prefetch:22,mat_sparse_row_prefetch_full_s:22,mat_value_shar:22,match:[8,18,63],matchbox:74,math:[9,33,43,59,60,63],matirx:8,matmul:[17,35,60],matplotlib:77,matric:[4,56,59],matrix:[7,8,9,12,14,22,33,34,59,60,65,68,78,83],matrixptr:59,matrixtyp:34,matter:2,mattyp:22,max:[2,6,8,12,16,38,63,66,68,77,80,82],max_diff:16,max_id:[8,14,80],max_job_id:12,max_length:[8,56],max_movie_id:12,max_relative_error:[16,60],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,80],maxid_evalu:7,maxid_lay:80,maxim:[8,85],maximum:[7,8,12,17,24,56,60,63,66,80,83,84],maxinum:11,maxpool:8,mayb:[8,17,77],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,35,39,40,46,50,56,57,60,63,64,66,68,69,74,75,76,77,78,80,82,83,84,85],mean_img_s:77,mean_meta:78,mean_meta_224:78,mean_valu:78,mean_var_nam:8,meant:48,measur:[50,63],mechan:[8,9,25,44,56,69,84],media:84,meet:83,mem:[8,17,27],mem_per_p:42,mem_per_train:42,member:[12,15,31,36,38,46,60],memcpi:[36,63],memor:84,memori:[1,2,9,17,22,23,27,43,56,57,59,61,63,66,68,70,80,83,84,85],memory_boot:9,memory_nam:8,memory_test:57,memory_threshold_on_load_data:66,mention:[18,23,41,57],mere:9,merg:[8,24,26,35,36,58,66,75,85],mergedict:[75,85],messag:[17,31,37,38,43,44,49,50,58,66,70,82,84,85],meta:[64,77,78,80],meta_config:[64,82],meta_gener:[64,82],meta_path:77,metaclass:60,metadata:[28,69,70],metal:74,metaphor:31,metaplotlib:15,method:[2,8,10,14,16,17,26,31,41,43,46,49,52,59,60,61,63,66,68,80,84,85],might:[8,17,18,37,41,44,52,57,59,69],mileag:63,million:[12,68,81],min:[6,8,38,63,68,69,82],min_block:17,min_count:41,min_desc:17,min_pool_s:2,min_word_freq:12,mind:64,mini:[2,8,12,14,17,19,35],mini_batch:39,minibatch:[8,17,31],minim:[2,10,17,41,43,50,66],minimum:8,minimun:66,minst:2,minu:44,minus_grad:44,minusgradop:44,minusop:44,minusopgradmak:44,minusopprotoandcheckermak:44,minut:[19,26,57,69,85],mirror:[18,52],mislead:24,miss:[66,75,83],mit:69,mix:[9,48,56,83],mixed_lay:[9,83],mixed_layer_attr:9,mixedlayertyp:8,mkdir:[29,51,52,69],mkl:[43,51],mkl_path:51,mkl_root:51,ml_data:[64,82],mnist:[2,4,21,31,37,39,40,42,43],mnist_provid:2,mnist_random_image_batch_read:39,mnist_train:[2,39],mnist_train_batch_read:39,mobil:43,mod:83,modal:83,mode:[8,14,58,66,76,77,78,82,84,85],model:[0,1,4,8,9,12,14,17,19,20,31,40,41,42,43,44,48,58,59,62,66,69,82,83,84],model_config:[4,76],model_list:[66,68,83,84],model_output:84,model_path:68,model_zoo:[75,78],modifi:[4,8,40,56,58,59,60,64,69],modul:[1,2,4,9,12,14,30,50,51,60,77,78,80,83],modulo:8,momentum:[6,46,50,80],momentumoptim:[50,77],mon:70,monitor:[80,84],mono:8,month:[18,80,85],mood:84,more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,29,30,31,35,38,39,40,41,43,44,48,50,52,56,57,58,59,60,61,63,64,68,70,74,77,80,83,84,85],morin:8,mose:[84,85],moses_bleu:85,mosesdecod:84,most:[2,4,8,12,15,18,26,31,37,39,40,49,50,56,59,63,65,74,82,83,84,85],mostli:[74,77,81],motiv:43,mount:[27,52,69,70],mountpath:[69,70],move:[8,19,23,29,63,69,74,82,84],movement:[63,84],movi:[2,12,84],movie_categori:12,movie_id:82,movie_info:12,movie_review:12,movieid:81,movieinfo:12,movielen:79,moving_average_fract:8,mpi:64,mse:[31,37],much:[8,19,39,63],mul:[30,42,59,60],mul_grad:60,mul_op:60,mulgradkernel:60,mulit:64,mulkernel:60,mulop:[30,60],mulopgrad:60,mulopmak:60,multi:[8,36,59,65,66,74,78,85],multi_binary_label_cross_entropi:8,multi_crop:78,multigradientmachin:36,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,30,40,41,42,43,49,52,56,59,60,66,68,69,76,80,82,84],multipli:[7,8,59,77],multiprocess:12,multithread:2,music:81,must:[2,5,7,8,9,12,24,32,38,39,43,47,51,52,56,58,59,60,61,64,66,68,69,85],mutabl:61,mutable_data:[60,61],mutuable_data:61,mxnet:17,my_cluster_nam:69,my_external_dns_nam:69,mypaddl:70,mysteri:81,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,30,34,38,42,43,45,47,49,50,52,56,57,58,59,60,63,64,66,68,70,71,72,74,75,76,77,78,80,82,84,85],name_prefix:21,namespac:[17,33,52,59,60,70],nativ:8,natur:[23,26,41,48,68,83,84],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:80,nearli:16,necessari:[2,8,17,24,26,36,38,47,51,59,64,80,84],necessarili:59,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,29,30,36,37,38,40,41,42,43,44,46,47,50,51,52,56,58,59,60,61,64,65,66,68,69,70,74,76,77,78,80,82,83,84,85],neg:[2,7,8,80,83,84],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,negat:83,neighbor:80,ner:7,nerual:40,nest:[2,8,12,17,37],net:[8,9,17,35,46],net_conf:84,net_diagram:78,netop:[17,43],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,35,39,40,41,46,47,49,50,52,59,60,61,63,64,66,74,75,84,85],network_config:68,networkadministr:69,neural:[2,4,8,9,10,12,14,15,17,19,40,46,49,50,61,63,66,75,76,78,84,85],neuralnetwork:36,neuron:[4,59,80,84],never:[12,39,46,69,70],new_block_idx:38,new_stat:35,newblock:38,newest:24,newli:74,newop:17,newopdesc:38,newprogram:38,newremot:40,newtork:84,newvar:[17,46],newvardesc:38,next:[8,12,19,25,56,58,59,60,63,66,69,70,83,84,85],nfs4:69,nfs:69,nfsver:69,nginx:52,ngram:12,nic:[64,65,66],nil:23,nine:[12,83],nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nmt:85,nnz:59,no_cach:2,no_grad_set:[16,60],no_sequ:[2,8,82],noah:84,noavx:52,node:[8,18,26,40,41,42,43,49,57,59,64,66,69,70,74,84,85],node_0:69,node_1:69,node_2:69,nodefil:64,noir:81,nois:[8,19,76],noise_dim:76,non:[8,19,59,60,66,69],none:[1,2,4,6,7,8,9,10,11,14,15,16,35,38,42,47,49,50,56,78,80],nonlinear:59,nor:57,norm:[9,76],norm_by_tim:8,normal:[2,4,8,9,12,56,59,64,66,70,75,76,78],normzal:78,north:77,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,39,43,51,52,60,61,63,66,68,69,75,77,82,84],notebook:[27,52],noth:[5,14,46,57,58,66],notic:[56,59],notingradi:60,notori:16,novel:84,now:[2,8,12,18,19,41,43,44,46,50,52,58,66,69,76,82,83],np_arrai:12,nproc:[51,57],ntst1213:85,ntst14:85,nullptr:[44,46,59],num:[8,9,64,66,80,83,84,85],num_channel:[8,9,77],num_chunk_typ:7,num_class:[8,9,77],num_filt:[8,9],num_flatten_dim:49,num_gradient_serv:[65,66],num_group:8,num_neg_sampl:8,num_p:[40,42],num_parameter_serv:15,num_pass:[14,50,65,66,68,70,80,82,83,84,85],num_repeat:8,num_result:7,num_results_per_sampl:8,num_shard:21,num_train:[40,42],number:[2,7,8,9,12,17,19,21,39,41,43,47,48,50,57,58,59,64,66,69,75,77,78,80,83,84,85],numchunktyp:7,numdevices_:68,numer:60,numeric_grad:16,numerical_grad:16,numlogicaldevices_:68,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,38,39,50,51,60,76,78],numreal:22,numsampl:63,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:57,nv_librari:18,nv_test:18,nvcc:[18,52],nvidia:[51,52,57,63,66],obei:7,obj:[2,50,77,78,80,82],object:[2,4,6,8,9,10,12,14,15,22,33,38,42,43,46,49,61,63,76,77,78,80,83],observ:[8,10,50,59,63,85],obtain:[26,80,83,84],obvious:18,occup:[81,82],occur:[12,14],occurr:17,oct:70,odd:8,off:[34,52,57,58,74],offer:[4,17,42,43,47,83],offici:[8,18,52,69,77],offlin:[19,21,74],offset:[8,22,82],often:[22,37,64,80,85],ograd:59,old:[16,24,26,43,52,66],omit:80,on_init:2,on_travisexclud:51,onc:[2,8,19,23,31,40,41,52,59,69,80],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,30,32,35,36,38,39,40,42,43,44,46,48,50,52,57,58,59,60,64,66,68,69,70,74,75,76,77,78,80,82,83,84,85],one_host_dens:82,one_hot_dens:82,onehotcrossentropyopkernel:60,ones:[30,43,60],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,29,31,32,35,36,40,41,42,43,47,48,50,51,56,57,58,59,60,61,63,65,66,68,69,70,74,75,78,80,81,84,85],onlin:[8,10,19,21,39],only_cpu:16,onto:[40,41,69],op_:60,op_check:60,op_class:[43,47],op_maker_class:[43,47],op_proto:47,op_test_util:60,op_typ:43,opattrcheck:60,opcreat:47,opdesc:[17,31,37,38,43,44,47,49],opdescbind:44,opdescbuild:17,open:[2,8,15,21,39,50,52,69,78,80,83],openbla:51,openblas_path:51,openblas_root:51,oper:[8,9,10,12,16,17,31,32,35,37,40,42,46,48,49,52,56,59,61,63,66,69,75,77,82],operator_grad:16,operatorbas:[17,30,43,44,47,60],operatorwithkernel:60,opinfo:[43,44],opinfomap:44,opinion:84,opkernel:61,opkernelkei:43,opmak:47,opproto:60,opprotoandcheckermak:[44,60],opprotomak:[47,60],opregist:47,opregistri:47,ops:[16,17,18,31,37,38,43,49,60,74],ops_:17,ops_test:18,opt:[15,42,47,51],optestmeta:60,optim:[2,6,13,14,16,36,37,38,40,41,42,43,50,59,63,84],optimize_op_attr:38,option:[2,7,8,15,18,37,47,49,50,57,58,59,64,68,74],optyp:47,order:[2,8,9,12,14,31,39,48,59,66,69,70,74,76,78,80,84,85],ordereddict:14,ordinari:84,oregon:69,org:[7,8,9,12,21,28,51,52,76],organ:[7,8,77,84,85],orient:47,origin:[1,2,8,12,16,46,48,61,76,83,85],other:[2,7,8,9,12,17,19,24,29,35,46,47,51,52,56,57,58,68,69,70,74,75,76,77,78,80,81,83,84,85],otherchunktyp:7,otherwis:[1,8,12,15,19,24,26,32,39,56,58,64,68,82,85],our:[15,18,40,41,44,46,48,49,52,56,57,58,59,69,70,75,77,80,83,84,85],out:[8,14,15,17,18,23,26,32,35,38,49,50,56,60,61,63,66,69,70,77,84],out_dir:69,out_left:8,out_mem:56,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:67,outout_lay:14,outout_layer1:14,outout_layer2:14,outperform:83,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,29,30,31,32,35,38,39,40,41,43,44,46,47,48,49,50,56,57,59,60,61,63,66,68,70,75,76,77,78,80,82,83,84,85],output_:[8,59],output_all_step:35,output_dir:78,output_fil:83,output_id:8,output_lay:[14,78],output_max_index:11,output_mem:[8,56],output_nam:16,output_num:[17,32,35],output_path:21,output_s:49,outputbuff:22,outputgradi:44,outputh:8,outputw:8,outsid:[2,8,9,46],outter_kwarg:2,outv:59,over:[1,8,9,14,15,58,59,63,80,83,84],overal:74,overcom:84,overhead:63,overlap:[7,8,59],overlap_threshold:[7,8],overrid:[17,19,29,42,59,60,61],overview:[23,24,25],overwrit:29,own:[24,26,40,42,47,52,60,64,69],owner:57,pack:52,packag:[2,12,23,27,30,45,52,58,60,69],pad:[9,80],pad_c:8,pad_h:8,pad_w:8,paddelpaddl:37,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,29,30,32,33,34,35,36,40,42,43,47,48,49,50,51,52,53,56,57,58,59,60,62,63,64,66,68,69,74,76,77,80,82,83,84,85],paddle_begin_init_param:24,paddle_dir:60,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:[60,61],paddle_error:[33,34],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_param:24,paddle_job:27,paddle_matrix:[33,34],paddle_matrix_cr:34,paddle_matrix_get_shap:33,paddle_matrix_shap:33,paddle_n:64,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:70,paddle_paramet:24,paddle_port:64,paddle_ports_num:64,paddle_ports_num_for_spars:64,paddle_pserver2:64,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:75,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:75,paddle_train:[34,45,64],paddledev:[69,70],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,28,29,30,31,35,36,37,38,39,42,43,46,49,50,51,56,58,59,60,62,63,64,71,72,74,78,80,82,83,84],paddlepadl:2,paddpepaddl:2,page:[58,69,82],pai:52,pain:42,pair:[7,8,17,31,40,43,83],pakcag:18,palceholder_just_ignore_the_embed:75,palmer:83,paper:[8,75,76,78,83,84,85],para:22,paraconvert:75,paradigm:43,paragraph:[35,84],paragraph_data:35,paragraph_out:35,parallel:[40,41,43,57,63,66,68,69,70,85],parallel_nn:[6,65,66],param:[6,8,9,12,16,17,24,36,61],param_attr:[8,9,22,50,56],param_config_proto:24,paramattr:[6,8,50,56],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,29,31,35,37,39,40,46,47,50,59,61,62,68,76,77,80,82,83,84,85],parameter_attribut:8,parameter_block_s:[65,66],parameter_block_size_for_spars:[65,66],parameter_learning_r:6,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:59,parametermutex_:22,parameters_:59,parameterserver2:22,parameterset:15,parameterupdat:36,parameterupdater_:22,parametris:10,paramt:[69,75],paramutil:82,paraphras:85,paraphrase_data:75,paraphrase_model:75,paraspars:59,parent:[17,37,38,43,59],parent_:[17,46],parent_idx:38,parenthes:43,pars:[4,12,18,57,68,69,76,82,83],parse_config:[4,76],parser:82,part:[2,7,8,17,26,38,50,56,58,59,63,74,76,80,82,83,84,85],parti:[57,63,82],partial:[8,14,76],partial_sum:8,particip:60,participl:75,particular:[31,43,63],partit:[19,21,40,41,43,69],pass:[2,8,14,17,19,36,39,43,46,49,50,58,59,63,64,66,69,70,76,77,80,82,83,84,85],pass_id:14,pass_idx:39,pass_test:76,passtyp:59,password:64,past:[15,52,69],patch:28,path:[1,2,7,12,14,19,23,24,27,39,50,51,64,66,68,69,70,75,77,78,80,83,84,85],pattern:[12,19,33,50,69,84],paul:83,paus:[19,26],pave:85,pdf:[8,9],pem:[15,21,69],pend:[19,23],penn:83,peopl:57,per:[7,8,12,19,24,39,60,66,77,80],perfom:[66,68],perform:[1,8,16,24,36,43,50,56,57,59,60,62,64,65,76,77,80,84,85],period:[1,19,26,42,66,80,82,83,84,85],perl:[84,85],permiss:69,peroid:8,persist:69,persistentvolum:69,persistentvolumeclaim:69,person:[7,15],perspect:[43,63],perturb:[16,59],peter:42,pex:74,pfs:[21,29,42],pfsclient:21,pfspath:29,pgp:69,phase:[50,74],photo:77,physic:74,pick:[2,69],pickl:82,pictur:80,piec:[8,9,50,61],pillow:[27,77],pip:[45,51,58,64,77,82],pipe:81,pipelin:83,pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,40,41,43,59,60,61,63,64,78,85],placehold:[50,61,75],placement:41,plai:[83,84],plain:[1,7,8,27,34],plan:[19,43,59],platform:[17,50,60,61,69],pleas:[2,4,6,8,9,10,15,19,23,24,25,35,38,39,40,42,43,51,52,53,56,57,58,59,60,61,69,75,77,80,82,83],plot:[15,77],plotcurv:77,plu:[8,16],pne:60,png:[77,78],pnpairvalidationlay:66,pnpairvalidationpredict_fil:65,pod:[21,27,69,70],pod_nam:69,point:[17,19,27,42,50,57,60,61,63,74],pointer:[17,24,38,43,46,61],polar:[12,84],polici:69,polit:84,poll:84,pollut:26,poo:77,pool3:59,pool:[2,9,13,77,80,82],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:[9,80],pooling_typ:[8,80],poolingtyp:11,pop:17,popul:24,popular:[18,50,78],port:[18,52,64,65,66,69,70],port_num:65,ports_num:66,ports_num_for_spars:[22,65,66,68],pos:[82,84],pose:19,posit:[2,7,8,9,80,83,84,85],positive_label:7,possibl:[15,17,23,38,41,63,76],post1:51,post:[27,28],potenti:[43,63],power:[61,74,80,85],practic:[8,50,56,59],pre:[2,8,9,12,15,17,24,52,69,70,75,77,83,84,85],pre_dictandmodel:75,pre_stat:35,preambl:38,precis:[7,51],precision_evalu:7,pred:[80,83],predefin:84,predetermin:[8,66,85],predic:[12,83],predicate_dict:83,predicate_dict_fil:83,predicate_slot:83,predict:[2,3,7,8,10,14,40,50,56,64,66,75,80,85],predict_fil:66,predict_lay:14,predict_output_dir:[65,66,80],predict_sampl:4,predicted_label_id:80,prediction1:14,prediction2:14,predictor:82,predin:77,prefer:84,prefetch:[22,59],prefix:[7,19,21,60,69],pregrad:59,preinstal:51,premodel:75,prepand:38,prepand_oper:38,prepar:[4,16,27,36,56,71,80],prepend:38,prepend_oper:38,preprcess:84,preprocess:[12,48,64,70,84],prerequisit:51,present:[15,17,58,78,83,85],preserv:29,pretti:50,prev_batch_st:[65,66],prevent:[1,10,15,19,23,26],preview:43,previou:[8,9,14,19,29,35,41,59,66,69,83,85],previous:[8,70,78],price:[12,43,50],primari:31,primarili:84,primit:48,principl:[15,18],print:[6,14,15,17,40,49,50,66,75,80,82,83,84,85],print_arrai:17,printallstatu:63,printer:7,printstatu:63,priorbox:8,prioriti:43,prite:7,privat:[17,34,46,47,58,61],privileg:[57,69],prob:[7,14,76],probabilist:[8,75],probability_of_label_0:80,probability_of_label_1:80,probabl:[7,8,14,56,78,80,83],problem:[4,8,10,15,16,18,26,31,43,57,58,80,83,84],proc:52,proc_from_raw_data:80,proce:[12,19,39,69],procedur:[17,61,75,83,85],proceed:[8,83],process:[1,2,4,6,8,9,12,15,17,21,22,23,26,40,47,50,52,56,64,66,68,69,70,75,77,78,80,82,83,84,85],process_num:12,process_pr:80,processdata:[77,78],processor:63,prod:[49,52,58],produc:[8,9,12,19,32,39,49,52,78,80],product:[8,27,52,58,59,69,80,84],productgraph:70,profil:[29,51],proflier:63,program:[1,12,15,21,24,26,31,37,39,40,42,43,46,52,58,63,64,66],programdesc:[38,42],programm:[38,40,44,81],progress:[19,23,66],proivid:2,proj:8,project:[8,9,27,34,51,56,59,60,82],promis:[8,9],prompt:29,prone:15,prop:83,propag:[10,60,66,68],properli:[57,80],properti:[2,37,66],propos:[17,41,48,85],proposit:83,protect:[47,59,60],proto:[11,38,43,47,49,60],proto_:47,protobuf:[14,17,27,31,37,38,43,44,47,51],protocol:[7,66,74],prove:80,proven:85,provid:[8,12,15,17,24,27,42,47,48,50,52,61,63,64,69,74,75,76,77,78,81,84],providermemory_threshold_on_load_data:65,provis:[69,74],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,43,64,65,66,69],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,65,66],pserver_spec:14,pserverstart_pserv:65,pseudo:[15,27,44],psize:59,ptr:34,pull:[18,43,45,52,75,85],punctuat:84,purchas:80,purpos:[8,19,40,41,63],push:17,push_back:59,put:[18,19,22,38,41,49,52,59,64,70,80],pvc:69,pwd:[52,57,58],pxe:74,py_paddl:[4,76],pybind:17,pydataprovid:[1,2,80],pydataprovider2:[3,4,50,80,82,84],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,30,31,33,36,37,43,45,50,51,56,57,58,64,75,76,77,83,84,85],pythonpath:77,pzo:84,qualifi:51,qualiti:80,queri:[8,69,85],question:[8,15,41,47,69,83],queue:41,quick:[66,70,79,85],quick_start:[27,69,70,71,80],quick_start_data:70,quickli:[43,50],quickstart:70,quit:63,quot:81,r_t:8,rac:8,rais:12,ramnath:84,ran:[41,63],rand:[63,66,68,76,83],random:[2,6,8,12,21,36,39,50,60,66,76,77,83],random_imag:21,random_uniform:49,randomli:[26,84],randomnumberse:65,rang:[2,8,12,21,39,40,42,47,66,68,77,81,83],rank:[8,15,48,61,69,78,80],rare:2,rate:[6,7,9,10,12,24,59,64,77,80,82,84,85],rather:[4,27,69,84],ratio:[8,66],raw:[8,50,80,84],raw_meta:82,rdma:[51,66],rdma_tcp:[65,66],reach:[19,63,83],read:[1,2,12,14,15,19,21,39,40,41,43,50,56,57,58,64,69,74,78,80,82],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:43,reader:[0,14,21,31,37,38,40,42,85],reader_cr:21,reader_creator_bool:39,reader_creator_random_imag:[12,39],reader_creator_random_image_and_label:[12,39],readi:[19,50,69,70,74,77],readlockguard:22,readm:[34,58,81,82,84],readonesamplefromfil:2,readwritebuffer_:22,readwritemani:69,real:[2,8,22,39,50,76],realist:15,realiz:[17,35],reaon:49,reason:[9,15,16,19,52,70],recal:7,receiv:[19,27,41],recent:85,reciev:66,recogn:77,recognit:[2,8,78,84],recommand:2,recommend:[1,9,15,52,56,59,64,66,82],recommonmark:51,recompil:63,record:[12,23,47,49,58,69,83],recordio:[12,15,21,23,40,42],recov:[19,48,50,76],recover:43,recoveri:23,rectangular:8,rectifi:8,recurr:[46,83,84],recurrent_group:[9,56],recurrent_lay:9,recurrentgradientmachin:[34,48],recurrentgroup:7,recurrentlay:66,recurs:[17,18,29,43],recv:[40,41,69],recvparametertyp:22,reduc:[10,41,43,64,66,68],reduce_by_kei:43,refactor:[31,36,38,40,41,48],refer:[1,4,6,8,9,10,16,17,19,23,24,25,35,38,43,46,56,57,58,59,60,61,64,70,75,77,80,82,85],referenc:[8,23],reflect:23,refrain:60,reg:47,regard:[74,83],regardless:85,regex:82,region:[8,46,63,83],regist:[44,59,63],register_gpu_profil:63,register_lay:59,register_op:[30,43,44,47,60],register_op_cpu_kernel:60,register_op_gpu_kernel:60,register_op_without_gradi:[43,60],register_oper:44,register_tim:22,register_timer_info:63,registerop:47,registr:60,registri:[27,52,70,74],regress:[8,79],regular:[6,59,69,77,80,84],reinforc:42,rel:[1,9,16,26,60,64],relat:[2,19,26,27,37,46,49,52,70,74,84],relationship:[44,50,76],releas:[42,45,51,52,69,81,83],relev:[60,83,85],reli:[16,51,60],reliabl:19,relu:[8,59],remain:80,rememb:8,remot:[6,18,22,43,58,59,64,66,68,69],remote_ess:42,remote_sess:42,remoteparameterupdat:[22,25,66],remov:[12,29,58,64,66,84],renam:[29,85],reorgan:8,repeat:[17,31,37,47,49],repeatedli:31,replac:[18,23,42,44,52,84],replic:40,replicaset:27,repo:18,report:[23,40,63,64],reportdataset:23,repositori:[8,58],repres:[2,4,8,9,17,23,37,38,41,42,43,48,49,56,59,69,77,80,81],represent:[8,24,31,40,80,84],reproduc:[57,85],request:[18,19,22,26,40,43,45,69,70,74,75,85],requir:[1,7,8,15,19,24,26,27,29,35,37,40,41,43,47,49,57,59,60,64,69,70,74,76,77,80,82],res5_3_branch2c_bn:78,res5_3_branch2c_conv:78,res:83,research:[12,40,77,81,84],resembl:84,reserv:[2,29],reserveoutput:59,reset:[8,19],reshap:[16,39,44,61],reshape_s:8,resid:57,residu:78,resiz:[22,60,61],resnet:79,resnet_101:78,resnet_152:78,resnet_50:78,resolv:[18,58,70],resourc:[42,52,69],respect:[2,16,35,50,56,59,66,77,78,83,85],respons:[8,22,36,69,70],rest:[2,8,17,27,28,50,74],restart:[19,24,69,70,74],restartpolici:[69,70],restor:16,restrict:[46,66],resu:39,result:[4,5,7,8,14,16,23,31,36,40,60,61,63,66,69,77,78,80,82,83,84],result_fil:7,resum:26,retain:61,retir:81,retran:69,retriev:[17,46,57,59,70],return_seq:9,reuqest:45,reus:[17,26,39,43,59,60],rev:57,reveal:15,revers:[8,9,56,83,84],review:[12,58,70,80,84],reviews_electronics_5:70,revis:80,rewrit:[18,60,85],rgb:8,rgen:84,rho:10,rich:50,right:[2,8,16,17,18,27,43,78],rkt:[27,57],rmsprop:80,rnn:[8,9,17,38,43,46,48,62,65,80,84],rnn_bias_attr:56,rnn_layer_attr:56,rnn_out:56,rnn_output:48,rnn_step:8,rnn_use_batch:[65,66],rnnlm:12,rnnstep:48,robot:77,robust:8,role:[12,15,23,24,40,69,79,84],rollback:38,roman:84,romanc:81,root:[10,11,64,69,70],root_dir:64,rot:8,roughli:[2,76],routledg:84,row:[4,7,8,12,22,59,78],row_id:8,rpc:23,rpcserver:23,rsize:69,rtk:74,rtype:[8,12],rule:[7,31,40,59,69],run:[15,16,17,18,19,27,30,31,35,37,40,41,42,43,46,49,52,58,59,61,62,63,66,69,71,72,74,75,77,78,80,82,84,85],runinitfunct:63,runnabl:41,running_on_cloud:27,runtim:[1,2,17,35,42,43,49,51,52,64],runtime_table_:17,s_param:76,s_recurrent_group:56,sacrif:1,safe:27,sai:[8,31,50,57,66,68],sake:59,sale:81,same:[2,4,7,8,9,14,15,16,23,24,26,30,35,40,42,43,44,46,56,60,61,64,68,69,75,80,82,83,84,85],samping_id:8,sampl:[2,4,7,12,47,64,66,68,75,76,78,80,82,83,84,85],sample_dim:76,sample_id:7,sample_num:7,santiago:84,satifi:7,satisfi:[18,64,69,80],save:[2,8,12,14,19,21,23,24,27,31,40,49,50,57,66,68,69,70,77,78,80,82,83,84,85],save_dir:[50,66,68,70,76,77,80,82,83,84,85],save_only_on:[65,66],saving_period:[65,66],saving_period_by_batch:[65,66,68,80],saw:2,scalabl:43,scalar:[2,8,17],scale:[5,40,41,47,60,78,81],scaleop:60,scaleopmak:[43,60],scalingproject:8,scan:[23,43],scatter:8,scenario:[50,65],scene:65,schdule:69,schedul:[23,27,41,69,76],scheduler_factor:6,schema:75,scheme:[7,22,60,83],schmidhub:84,schwenk:85,sci:81,scienc:84,scientist:81,scope:[16,38,42],score:[7,8,82,84,85],screen:82,scrip:80,script:[4,12,57,60,64,69,77,78,80,83,84,85],seaplane_s_000978:77,search:[8,19,46,51,56,66,83,85],seat:85,second:[2,8,15,29,35,39,46,47,50,52,60,64,75,78,80,81,84],secret:69,section:[2,38,41,56,59,64,69,80],sed:84,see:[2,4,8,9,15,19,38,40,42,50,52,58,60,61,63,69,75,76,78,80,82,84,85],seed:[63,66],seem:18,seen:60,segment:[7,35,48,61],segmentor:75,sel_fc:8,selcet:8,select:[8,58,69,81,85],selected_indic:8,selectiv:8,selector:70,self:[16,38,49,50,59,60,81,84],selfnorm:8,semant:[12,15,45,79,84],semat:15,sen_len:83,send:[19,24,40,41,43,47,49,66,69],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sensit:8,sent:[15,24,40,43,47,70],sentenc:[2,8,12,35,48,56,80,83,84,85],sentence_input:48,sentiment:[2,50,79,80,83],sentiment_data:84,sentiment_net:84,sentimental_provid:2,separ:[2,7,24,30,44,66,75,80,81,82,83,85],seq:[8,12,82],seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:[75,85],seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,75,85],seqtoseq_net:[8,75,85],sequel:2,sequenc:[2,5,7,8,9,11,12,17,31,48,59,75,80,82,83,84,85],sequence_conv_pool:80,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,56,80,83],seri:[9,84],serial:[2,14,17,23,36,43,49],serv:[40,43,48,52,63,69,76],server:[15,18,22,25,26,40,43,52,59,64,65,74],serverless:19,servic:[52,74,81],sess:42,session:[52,63],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,35,38,43,46,48,50,51,52,56,57,59,60,61,62,63,64,65,66,68,69,70,75,77,78,80,81,82,83,84,85],set_active_typ:59,set_default_parameter_nam:6,set_drop_r:59,set_float_el:16,set_input:[8,17],set_output:[17,32],set_siz:59,set_typ:59,setdefault:60,setp:69,setq:57,settup:59,setup:[2,45,52,59,60,74,80],sever:[2,7,8,16,22,35,36,64,68,69,79,80,82,83,84,85],sexstant:74,sgd:[10,14,15,19,27,36,40,41,42,64,76,84,85],sgdasync_count:65,shall:18,shallow:83,shape:[8,12,14,16,17,35,38,42,43,60,61,78],shard:[19,20,21,22,23,24,26,40,41,69],share:[8,18,34,36,43,48,51,52,57,60,63,66,70,83],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[33,34,46,61],shell:[69,78],shift:78,ship:77,shold:84,shop:84,shorten:8,shorter:78,should:[2,4,6,7,8,12,14,15,16,17,24,27,30,32,35,36,37,39,40,43,44,47,48,50,56,58,60,64,69,77,80,82,83,84,85],should_be_fals:15,should_be_tru:15,should_shuffl:[2,83],show:[4,7,10,17,19,29,35,48,50,57,61,66,69,70,75,78,80,82,83,84,85],show_check_sparse_distribution_log:[65,66],show_layer_stat:[65,66],show_parameter_stats_period:[65,66,68,70,80,83,84,85],shown:[2,8,15,40,56,59,61,63,69,76,77,78,80,82,84,85],shrink:59,shuf:82,shuffl:[2,12,82,84],sid:69,side:[8,14,36,61,78],sig:69,sigint:64,sigmod:47,sigmod_op:47,sigmod_output:47,sigmoid:[8,17,42,47,59],sigmoidactiv:9,sign:[28,69],signal:64,signatur:69,signific:63,similar:[8,39,41,43,48,60,69,74,80,82],similarli:[8,12,60,83],simpl:[1,2,5,7,8,9,12,14,31,41,46,47,51,52,58,63,66,80,82,83,84],simple_attent:56,simple_gru:[56,80],simple_lstm:[8,80],simple_rnn:[8,56],simpler:36,simplest:69,simpli:[1,8,15,24,35,51,52,56,63,75,78,82,84,85],simplifi:[15,38,47,59,70],simultan:69,sinc:[8,19,23,25,26,39,40,42,44,49,50,52,61,63,69,74,76,80,81,85],sincer:[58,84],singl:[2,7,9,12,19,40,41,42,43,46,52,59,64,70,78,80,83,85],sinlg:14,site:[18,69],six:[75,83,85],size:[2,7,8,9,10,12,14,19,21,22,24,38,39,40,42,47,50,56,59,60,61,64,66,76,77,78,80,81,83,84,85],size_a:8,size_b:8,size_t:[22,59],sizeof:[17,75],skill:85,skip:[39,50,58,64,69,78],sliceproject:8,slide:[8,10,12,19],slightli:77,slope:8,slopeinterceptlay:8,slot:[82,83],slow:[2,63],slowli:57,small:[2,12,16,59,64,66,77,85],small_messag:[65,66],small_vgg:77,smaller:[8,16,19],smart:46,smartli:8,smith:84,smooth:8,snap:70,snapshot:[20,26,69],snippet:[30,56,59,63,69,80],social:84,sock:27,sock_recv_buf_s:[65,66],sock_send_buf_s:[65,66],socket:66,softmax:[8,9,15,17,32,40,41,42,56,59,75,80,83,84],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:80,softwar:[52,63,74],solut:[37,74],solv:[15,40,43,83],solver:85,some:[2,6,8,12,14,15,17,18,22,23,24,26,27,30,31,35,37,38,40,41,43,46,48,49,50,51,58,59,60,61,63,65,66,68,69,74,76,80,81,82,83,84,85],some_c_api_funct:34,some_inst:34,some_op:35,some_other_valu:17,some_python_class:33,some_valu:17,somecppclass:33,somedata:14,somegotyp:33,someth:[2,8,22,38,57],sometim:[8,10,39,57,63,84],somewhat:24,somewher:46,soon:19,sophist:[50,59,64],sort:[8,12,48,66,69,82,84,85],sourc:[8,12,16,18,29,34,39,43,50,52,56,58,62,69,70,75,80,82,85],source_dict_dim:56,source_language_word:56,space:[7,8,38,41,52,56,57,63],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,59,61,64,66,69,80],sparse_binary_vector:[2,12,80],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:59,sparseprefetchrowcpumatrix:59,spatial:[8,77],speak:[56,85],spec:[69,70],specfii:66,speci:77,special:[8,24,32,38,40,51,60,75,80,85],specif:[1,14,18,19,29,43,46,57,60,68,77,80,82],specifi:[1,2,7,8,15,16,22,23,24,27,29,38,40,42,46,47,50,51,56,57,59,61,66,69,76,77,78,80,81,82,84,85],speech:8,speed:[9,52,74],spefici:78,sphinx:[33,51,52],sphinx_rtd_them:51,split:[2,8,26,43,48,64,68,69,75,78,80,83],split_count:69,sql:1,sqrt:8,squar:[8,10,11,50],square_error_cost:50,squarerootnpool:8,squash:85,srand:66,src:[18,85],src_backward:56,src_embed:56,src_forward:56,src_root:4,src_word_id:56,srl:[12,83],ssd:8,ssh:[52,64,69,70],sshd:52,ssl:51,sstabl:15,stabil:[16,60],stabl:[45,69],stack:[43,50,69,80,83],stacked_lstm_net:84,stacked_num:84,stackexchang:8,stage:[18,25,49,58,64],stake:85,stale:[19,42],stamp:63,standard:[6,43,57,75,77,83,84,85],stanford:[12,16,70],star:[18,81],start:[8,9,14,18,19,22,23,24,26,27,36,40,50,52,56,57,63,64,66,73,75,79,82,85],start_pass:[65,66],start_po:8,start_pserv:66,startup:[19,27,69],stat:[51,63,66,83,84,85],state:[8,9,19,35,46,48,50,56,66,70,76,83,85],state_act:[8,9],statement:[31,59,69],static_cast:61,staticinput:[8,56],statist:[8,66,80,83,84,85],statset:63,statu:[27,58,63,69,70],status:70,std:[14,18,22,33,34,43,44,46,47,59,60,61,66],stderr:64,stdout:64,step:[4,8,9,11,16,17,19,24,31,36,38,40,41,43,47,48,52,56,58,59,63,64,69,70,74,80,82,83,84,85],step_input:48,step_net:17,step_output:48,step_scop:43,stepnet:[17,35,43,46],still:[23,26,40,44,61,78],stirng:38,stmt1482205552000:69,stmt1482205746000:69,stochast:[10,19,23,26],stock:84,stop:[8,52,57,64,66,70,82],storag:[28,51,69,70,77],store:[7,8,12,14,16,17,18,22,36,40,42,43,44,46,48,59,60,61,64,66,69,70,75,77,78,80,82,83,84,85],str:[14,27,68],strategi:[2,11,19,41,66,83],street:[8,83],strength:76,strict:39,stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,14,17,23,29,38,42,43,44,46,47,49,59,60,66,69,84],strip:[80,83],struct:[23,24,28,34,44,47],structur:[17,23,37,43,64,69,75,77,80,82,83,84,85],sts:69,student:81,stuff:[17,58],stun:2,style:[2,8,43,47,51,58],sub:[7,8,12,15,26,35,36,38,40,56,59,77,80,85],sub_nest_seq:8,sub_sequ:[2,8],subclass:38,subcommand:29,subgradi:10,subgraph:41,submiss:40,submit:[43,58,65,66,69],subnet0:69,subnet:[15,69],subobjectpath:70,subsequ:8,subsequenceinput:8,subset:[59,85],substanti:78,substitut:85,succe:84,succeed:[23,70],success:[8,24,69,70,78,83],successfulcr:70,successfuli:84,successfulli:[60,78,82,84],successor:[66,85],sucessfulli:85,sudo:[51,57,69,77],suffer:16,suffic:[39,50],suffici:66,suffix:[27,85],suggest:[8,18,63],suit:74,suitabl:[58,66,77],sum:[8,10,17,20,56,59],sum_:8,summar:[80,84],sumopgradmak:44,sumpool:8,support:[6,7,8,11,12,16,17,19,26,27,30,36,39,40,41,43,44,51,52,56,57,58,59,60,61,63,66,69,74,83],suppos:[18,30,50,59,80],suppress:[8,29],sure:[43,57,58,59,69,77,84],surpass:8,survei:84,svs:47,swagger:28,swap_channel:78,swig:[4,25,33,34,51],swig_paddl:[4,76],switchop:17,symbol:[8,17,34],symbols_ready_:17,symbolt:[17,43],symlink:58,sync:[19,58,66,76],syncflag:59,synchron:[10,19,23,64,66,69],syntact:83,syntax:[39,82],synthect:50,synthes:76,synthet:50,sys:78,system:[17,18,19,24,26,28,30,40,41,51,52,60,64,70,80,83,84,85],t2b:75,tab:[52,80],tabl:[2,7,8,17,49,78,80,85],tableproject:8,tag:[7,12,52,56],tagtyp:7,take:[2,4,7,8,9,15,17,18,19,26,31,32,37,38,43,44,48,49,56,57,59,60,63,69,70,76,83,85],taken:[2,48,83],talk:24,tanh:[8,9,40,56,59],tanhactiv:9,taobao:84,tar:[14,51,69],tarbal:69,target:[8,12,14,17,18,40,42,43,49,56,58,60,75,80,85],target_dict_dim:56,target_dictionary_dim:8,target_language_embed:8,target_language_word:56,target_link_librari:18,targetinlink:8,task:[2,7,8,40,47,50,56,68,75,78,83,84,85],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tconf:84,tcp:[66,69],teach:80,tear:63,technic:19,technician:81,techniqu:[56,59],technolog:57,tee:[70,77,83,84,85],tell:[19,23,24,47,52,63,82],tellig:84,templat:[30,47,60,61,70,74,83],tempor:[8,80,83],temporari:27,ten:57,tensor:[16,17,18,35,41,42,48,49,60],tensor_desc:49,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorflow:[17,40,41,48,61],term:[8,9,19,83,84],termin:70,terminolog:50,tese:1,tesh:83,tessorarrai:48,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,34,39,42,45,51,52,61,62,63,64,65,75,77,78,80,81,85],test_:60,test_all_data_in_one_period:[70,77,82,83,84],test_check_grad_ingore_i:60,test_check_grad_ingore_x:60,test_check_grad_norm:60,test_data:85,test_fcgrad:59,test_gpuprofil:63,test_layergrad:59,test_list:[2,50,77,80],test_mul_op:60,test_norm:60,test_part_000:84,test_pass:[65,66,68,85],test_period:[65,66,68],test_ratio:82,test_wait:[65,66],testa:15,testb:15,testbilinearfwdbwd:63,testcas:60,testconfig:59,tester:[82,85],testfcgrad:59,testfclay:59,testlayergrad:59,testmodel_list:65,testmulgradop:60,testmulop:60,testq:15,testresult:14,testsave_dir:65,testutil:59,text1:29,text:[1,2,7,9,12,15,35,52,69,75,79,80,82,84],text_conv:80,text_conv_pool:82,text_fil:[12,84],tflop:63,tftp:74,tgz:[12,51],than:[2,4,6,7,8,9,19,27,30,38,43,44,48,51,52,56,57,59,64,69,74,78,83,84,85],thank:[75,85],the_current_program:38,thei:[2,8,15,18,19,24,26,29,31,41,42,43,47,50,52,56,57,59,60,61,63,64,65,69,78,84],them:[1,2,7,8,9,15,16,18,19,22,27,30,39,41,43,44,46,47,49,50,52,57,60,63,65,66,69,77,78,80,82,84,85],themselv:18,theori:63,therefor:51,therein:[8,17],therun:78,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,30,31,35,36,37,38,39,40,41,42,43,47,48,49,50,51,52,56,57,58,59,60,61,63,64,66,68,69,70,74,75,76,77,78,80,81,82,83,84,85],thing:[2,50,58,63,82,83],think:[15,18],third:[8,19,60,63,78,84],third_parti:8,thirt:57,those:[17,18,19,30,31,38,78,83],though:74,thought:[18,63],thread:[59,63,66,68,82,83,84,85],thread_local_rand_use_global_se:[65,66],threadid:68,threadloc:63,three:[2,7,8,16,19,31,36,39,50,66,76,78,84,85],threshold:[6,7,8,19,23,66,84],thriller:81,through:[4,8,18,19,23,25,32,42,56,59,60,63,64,75,76,77,84,85],throughout:80,throughput:63,thrust:43,thu:[2,8,26,50,59,69,85],tier:70,tight:51,time:[2,8,9,11,12,15,16,18,19,23,26,30,35,38,39,40,41,43,44,47,48,49,50,56,57,61,63,66,68,70,74,80,81,83,84,85],timelin:[8,43,63],timeo:69,timeout:[19,23],timeout_sec:12,timer:51,timestamp:[8,20,81],timestep:[2,8,46],titil:82,titl:[12,81,82],tls:28,tmall:84,to_no_sequ:8,to_proto:49,to_sequ:8,todo:[7,10,12,17,19,23,26,47],toend:8,togeth:[2,8,9,12,14,48,56],token:[7,8,15,56,75,84,85],toler:[14,16,60],too:[12,16,40,52],took:74,tool:[52,56,57,58,69,84],toolchain:51,toolkit:51,top:[7,14,35,60,78,83],top_k:7,top_level_rnn:35,toplevel:57,topolog:[15,19,36,40,42],topolopi:14,torch:17,toronto:[12,77],total:[14,19,39,41,63,64,70,74,75,85],total_pass:39,touch:84,tourism:84,tourist:85,toward:50,tra:85,trace:[17,37,49],track:[19,23,38,58],tractabl:8,tradesman:81,tradit:[8,17],traffic:40,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,31,36,37,42,43,49,56,59,62,63,65,71,72,78],train_conf:[75,85],train_config_dir:69,train_data:85,train_id:69,train_list:[2,50,77,78,80],train_part_000:84,trainabl:[8,38],traindot_period:65,trainer:[2,4,15,20,21,22,23,25,36,40,41,43,50,59,64,66,68,76,80,83,84,85],trainer_config:[1,2,50,64,69,70,80,82,84],trainer_config_help:[2,50,59,77,80],trainer_count:[65,66,68,69,70,82,83,84,85],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[66,69],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:[80,82,85],training_machin:76,trainingtest_period:65,trainonebatch:22,trainonedatabatch:76,tran:[59,66],trane:2,transact:[19,23,84],transfer:[1,2],transform:[8,43,56,59,61,76,77,80,83],transform_param_attr:9,translat:[8,9,50,75,82,84,85],transpar:64,transport:66,transpos:[8,59,76],transposedfullmatrixproject:8,travel:2,travers:31,travi:[51,58],treat:[8,24],treatment:24,tree:[8,17,66,85],trg:85,trg_embed:56,triain:1,tricki:33,trigger:[26,36],trim:8,trivial:2,trn:80,truck:77,true_block:[17,32],true_imag:39,true_label:39,true_read:39,truth:[7,8,80,85],tst:80,tune:[6,8,62,80,82,85],tuninglog_barrier_abstract:65,tupl:[2,8,9,12,14,38,39],ture:8,turn:[8,38,39,76],tutori:[52,56,58,59,60,63,64,69,70,71,72,78,80],tweet:84,twelv:85,twice:41,twine:45,twitter:84,two:[1,2,7,8,9,15,17,24,25,26,27,29,31,39,40,42,44,46,47,48,49,50,52,56,60,61,63,64,68,69,75,76,77,78,80,82,83,84,85],txt:[2,18,27,29,59,64,69,80,82,84],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,28,29,33,34,35,37,38,39,43,44,47,49,50,52,56,57,59,61,66,68,69,70,77,78,80,82,83],type_nam:47,typedef:[24,33,34],typeid:47,typenam:[30,47,60,61],typic:[4,7,40,52,63,84],ubuntu:45,ubyt:39,uci:12,ufldl:8,uid:70,uint32:28,uint64:33,uint64_t:33,unawar:24,unbalanc:66,unbound:56,unclear:26,unconstrain:84,under:[18,23,41,50,51,52,61,69,81,84],underli:50,understand:[52,63,74,75,77,84],understand_senti:56,understudi:85,undeterminist:63,unemploi:81,unexist:83,unidirect:8,uniform:[6,8,12,21,39,66,76],uniform_random:38,uniqu:[15,17,19,26,27,46,60,66,69],unique_name_gener:38,unique_ptr:[44,46,59],unit:[8,9,18,50,51,52,56,58,61,62,83],unittest:[34,60],unittestcheckgrad_ep:65,univ:85,unix:64,unk:[49,75,85],unk_idx:[80,83],unknown:8,unlabel:84,unlik:[8,60,83,84,85],unordered_map:46,unrol:35,unseg:8,unsign:24,unsup:84,unsupbow:84,unsupport:60,until:[19,24,41,46,64,69,83],untrack:58,unzip:82,updat:[6,8,10,17,19,23,24,28,35,36,40,46,51,58,59,64,66,68,84],update_equ:14,update_hook:6,updatecallback:59,updatestack:69,upload:[19,27,28,45],upon:[19,83],upper:8,upstream:58,uri:69,url:[12,84],urls_neg:84,urls_po:84,urls_unsup:84,usag:[1,2,7,8,9,14,36,50,60,63,75,76],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,35,36,40,41,42,46,47,49,50,51,52,53,56,57,58,59,60,63,64,66,68,69,70,75,76,77,78,80,81,82,83,84,85],use_etcd:14,use_global_stat:8,use_gpu:[65,66,68,70,76,77,78,80,82,83,84,85],use_jpeg:77,use_old_updat:[22,65,66],use_seq:[50,82],use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,35,36,38,39,40,42,43,46,47,48,49,50,53,56,57,59,60,61,63,64,65,66,68,69,75,77,78,80,82,83,84,85],useful:[1,2,8,9,16,46,56,59,68,80,83,84],usegpu:[59,76],useless:64,user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,29,30,31,38,39,40,41,42,43,44,46,47,50,52,64,65,66,69,74,78,80,83],user_id:82,user_info:12,user_nam:21,usercert:21,userid:81,userinfo:12,userkei:21,usernam:[21,58],uses:[2,19,26,36,40,56,57,58,59,61,66,69,77,78,80,82,85],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,29,30,35,39,40,44,46,47,50,52,56,57,58,59,60,61,63,66,68,69,70,75,76,77,78,80,83,84],usr:[51,64,66,69],usrdict:75,usrmodel:75,usual:[8,14,27,50,51,60,63,66,68,69,84],utf:75,util:[4,51,56,59,60,63,74,77,82,84],uuid:[20,26],v28:8,valid:[8,39,43,46,60,69,78,84],valu:[2,4,6,7,8,10,11,12,14,16,17,19,32,35,36,37,40,42,43,46,47,49,50,56,59,60,66,68,69,76,77,78,83,84],value1:66,value2:66,value_evalu:7,value_rang:12,vanilla:56,vanish:84,var1:49,var2:49,varabl:41,varaibl:17,vardesc:[17,31,37,38,43],vardescbuild:17,vari:[63,69],variabl:[2,8,12,15,16,17,31,32,35,40,41,42,44,47,50,51,59,60,64,69,70,84],variable_nam:43,variablenamemap:60,varianc:[8,78],variant:[8,48,52],varient:48,variou:17,varproto:47,vars_:[17,46],vector:[2,8,9,12,15,17,22,24,32,35,38,43,44,56,59,61,75,80,82,84,85],vectorenable_parallel_vector:65,vendor:18,verb:[12,83],verbos:29,veri:[2,8,11,18,23,30,36,41,46,56,63,77,80,84],verifi:[17,59],versa:51,version:[8,9,18,27,29,45,51,52,57,59,63,64,65,66,69,70,75,77,81,83,84,85],versu:15,vertic:[8,78],vgg:[9,77],vgg_16_cifar:77,via:[19,35,39,51,58,63,64,69,74,80],vice:51,view:8,virtual:[44,52,57],virtualenv:[57,82],visibl:[26,46,52],vision:77,visipedia:77,visit:14,visual:[8,52,63],viterbi:83,vlog:22,voc_dim:80,vocab:84,volum:[52,70],volumemount:[69,70],volumn:69,voluntarili:81,vutbr:12,wai:[2,7,8,9,15,24,26,40,42,50,52,56,57,59,64,68,82,83,85],wait:[10,19,24,58,66],walk:[4,76],wall:83,wangkuiyi:18,want:[2,8,15,27,39,42,46,50,51,52,57,58,59,66,68,75,78,80,82,83,84],war:81,warn:29,warp:[8,63],warpctc:8,watch:19,wbia:[69,78],web:52,websit:[77,80,83,84],wei:[83,84],weight:[7,8,9,10,56,59,66,68,77,78],weight_act:9,weightlist:59,weights_:59,weights_t:59,welcom:[18,82,84],well:[27,30,40,42,52,59,66,69,77,80],were:[7,18],west:69,western:81,wether:8,wget:51,what:[6,8,10,17,18,41,47,50,58,60,64,74,80,82],whatev:57,wheel:51,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,29,36,37,38,40,41,43,49,56,57,58,59,60,61,63,66,68,69,70,74,75,76,77,83,84,85],whenev:[38,82],where:[2,8,9,10,15,17,19,26,31,32,35,37,43,50,56,59,60,63,64,66,68,75,78,83,85],wherea:[17,23,30],whether:[7,8,14,16,17,39,59,60,66,76,77,82,84,85],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,30,35,36,37,38,39,40,41,42,43,44,46,47,48,49,50,56,57,58,59,60,61,63,64,66,68,69,74,76,77,78,80,81,82,83,84,85],whichev:76,while_loop:48,whileop:[17,37],whl:51,who:[30,31,38,75,78,81],whoever:24,whole:[2,7,12,33,34,35,47,69,70,74,80,81,82,85],whose:[2,8,12,16,19,26,32,35,43,47,48,56,82,83],why:[9,16,34,57],wide:[18,83],width:[7,8,12,22,33,39,59,60,77,85],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,52,57,84],wise:[8,41,43,61],with_avx:[52,58],with_avxcompil:51,with_bia:47,with_coveragecompil:51,with_doccompil:51,with_doubl:59,with_doublecompil:51,with_dsocompil:51,with_gpu:[52,57,58],with_gpucompil:51,with_profil:63,with_profilercompil:51,with_pythoncompil:51,with_rdmacompil:51,with_style_check:58,with_style_checkcompil:51,with_swig_pycompil:51,with_test:[52,58,60],with_testingcompil:51,with_tim:63,with_timercompil:51,within:[8,23,50],without:[7,8,19,24,39,41,43,60,64,84],wmt14:[56,85],wmt14_data:85,wmt14_model:85,wmt:85,wmt_shrinked_data:12,woboq:52,won:[63,78],wonder:2,word2vec:27,word:[2,7,8,12,31,35,41,43,47,48,56,68,79,82,83,84,85],word_dict:[80,83],word_dim:80,word_id:2,word_idx:12,word_slot:83,word_vector:80,word_vector_dim:[8,56,75],words_freq_sort:12,work:[2,4,12,15,17,18,19,38,39,51,56,57,58,59,63,64,66,69,70,74,80,82],worker:[41,49,69],workercount:69,workflow:[43,52,58,69],workspac:[52,66,82],worri:50,wors:76,would:[14,17,18,19,26,30,31,36,38,39,41,52,57,64,69,74,76,80,83],wouldn:31,wrap:[30,74,83],wrapper:[9,18,30,40,44,63],writ:82,write:[2,12,15,19,26,30,38,39,40,41,43,44,52,57,58,62,64,69,77,82,83,85],write_lock:20,writelin:50,writer:[15,38,81],written:[17,40,43,60,61,82,84],wrong:[2,39],wrote:41,wsize:69,wsj:83,www:[8,12,77,85],x64:51,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,59],xgbe0:66,xgbe1:66,xiaojun:84,xmap_read:12,xrang:[16,39,49,50,59],xxbow:84,xxx:[15,48,78,85],xxxx:20,xxxxxxxxx:69,xxxxxxxxxx:69,xxxxxxxxxxxxx:69,xxxxxxxxxxxxxxxxxxx:69,xzf:51,y_neg:16,y_po:16,y_predict:50,yaml:[18,69,74,82],yancey1989:27,yann:12,yapf:58,year:81,yeild:[14,77],yet:74,yield:[2,12,15,21,39,50,80,82,83,84],yin:8,you:[1,2,4,6,8,9,14,16,27,46,50,51,52,56,57,58,59,63,64,66,68,69,74,75,76,77,78,80,82,83,84,85],your:[2,8,14,15,18,22,27,29,43,51,52,57,58,59,63,64,68,69,74,80,84],your_access_key_id:69,your_secrete_access_kei:69,your_source_root:34,yourself:8,yum:51,yuyang18:[10,12],zachari:84,zeng:84,zero:[2,6,8,9,10,12,16,19,36,37,59,66,69,80],zhidao:75,zhou:[83,84],zip:[12,81],zone:69,zxvf:69},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design Doc: Computations as a Graph","&lt;no title&gt;","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: ProgramDesc","Design Doc: Python API","Python Data Reader Design Doc","Design Doc: Distributed Training Architecture","Design Doc: Operation Graph Based Parameter Server","Design Doc: 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":33,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":33,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":33,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":33,"\u4ec5\u4ec5\u4f7f\u7528void":33,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":33,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":34,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":34,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":28,"\u5206\u652f\u89c4\u8303":45,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":33,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":33,"\u539f\u56e0\u5217\u8868":33,"\u53c2\u8003\u6587\u6863":28,"\u540d\u8bcd\u89e3\u91ca":28,"\u57fa\u672c\u8981\u6c42":33,"\u5b9e\u73b0":33,"\u5b9e\u73b0\u65b9\u5f0f":34,"\u5bfc\u51fac":33,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":33,"\u63a8\u6d4b\u6267\u884c":20,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":21,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":28,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":21,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":21,"\u6587\u4ef6\u9884\u5904\u7406":21,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":34,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":28,"\u6846\u67b6\u751f\u6210":28,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":28,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":34,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":28,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":28,"\u76ee\u5f55\u7ed3\u6784":34,"\u76ee\u6807":28,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":33,"\u7c7b":33,"\u7f16\u8bd1\u9009\u9879":34,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":33,"\u80cc\u666f":33,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":28,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":21,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":21,"\u8f6c\u6362\u5e93":21,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":33,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[40,41,42,74],"book\u4e2d\u6240\u6709\u7ae0\u8282":45,"case":68,"class":[36,49,59,60],"filemanager\u8bbe\u8ba1\u6587\u6863":28,"function":[18,30,38,75],"new":[59,60],"paddle\u52a8\u6001\u5e93\u4e2d":33,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":33,"paddlepaddle\u53d1\u884c\u89c4\u8303":45,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":45,"return":39,"tensor\u5230eigentensor\u7684\u8f6c\u6362":61,"true":48,AWS:69,Abs:5,DNS:69,EFS:69,For:[18,70],KMS:69,Not:57,The:[17,24,31,36,43,44],USE:43,Use:[17,68,70],Using:[18,24,52,58],With:[27,52],access:69,account:69,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:69,address:69,addto:8,adversari:76,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,35,40,80],all:46,analysi:[40,84],api:[0,3,34,38,47,52],appendix:[74,80],applic:3,approach:63,architectur:[40,56,80],argument:[29,39,65,68,80],arrai:16,asset:69,associ:[46,69],assumpt:74,async:66,attent:56,attribut:6,auc:7,auto:16,avg:11,aws:69,axi:48,backgraound:16,background:[41,42,49,50,60],backward:[31,43,60],base:[27,41],basepool:11,basic:74,batch:39,batch_norm:8,batch_siz:39,beam_search:8,benefit:[41,43],between:[15,43,47],bidirect:84,bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:60,bleu:85,block:[17,31,38,43],block_expand:8,book:52,bootstrap:74,branch:58,brelu:5,bring:74,bucket:69,build:[43,51,53,57,58,70],built:63,cach:2,can:46,capi:34,capi_priv:34,cento:51,challeng:41,check:[8,16,59,64],checker:16,checkpoint:[19,20,26],chines:75,choos:[18,69],chunk:7,cifar:12,classif:[7,77],classification_error:7,classification_error_print:7,client:24,clip:8,clone:58,close:16,cloudform:69,cluster:[25,64,68,69,74],cmake:18,code:[27,57,58],column_sum:7,command:[67,68,80,85],commit:[58,70],common:66,commun:66,compar:74,compil:[17,43,60],compos:39,comput:[17,31,43,61],con:74,concat:[8,48],concept:[38,43,69],conclus:[26,74],config:[3,68,82,83],configur:[13,56,62,64,69,80,82],conll05:12,connect:8,construct:31,contain:[52,70],content:[34,63,69],context_project:8,contribut:58,control:43,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,40,41],convolut:[77,80],core:[16,38,69],cos_sim:8,cost:8,cpu:[52,68],creat:[39,42,43,46,58,69,70],creation:23,creator:39,credenti:69,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:44,custom:39,dat:81,data:[8,12,19,38,39,40,50,69,70,75,76,77,80,82,83,84,85],data_shar:48,datafeed:12,dataprovid:[2,3,66],dataset:[12,19,23,81,82,85],datatyp:12,date:58,decayedadagrad:10,decor:39,deep:17,defin:[60,69,80,84,85],definit:49,delet:[58,69],delv:77,demo:69,dens:26,depend:51,deploi:27,deriv:59,descript:[29,43,66,76,81,83],design:[15,16,17,19,23,24,25,26,30,31,35,36,37,38,39,40,41,42,43,44,46,48],destroi:[46,69],detail:[22,66,77],detect:[7,8],detection_map:7,detection_output:8,develop:[43,52,57,58,62],devic:68,dictionari:[39,75],differ:[43,68],directori:69,discuss:41,dispatch:[19,23],distribut:[15,19,22,27,40,64,66,69],doc:[15,17,19,23,24,25,26,30,31,36,37,38,39,40,41,42,43,44],docker:[27,52,57,70],document:[52,73],dotmul_oper:8,dotmul_project:8,down:69,download:[51,69,70,75,78,82,85],dropout:8,dylib:34,dynam:[19,48],ec2:69,eigen:61,elast:69,elect:26,els:17,embed:[8,75,80],enough:16,entri:39,environ:27,eos:8,equat:59,eval:40,evalu:[7,50,82],evalutaion:85,event:[14,15],exampl:[15,18,34,42,75,76],execut:[17,43],exercis:77,exp:5,expand:8,expandlevel:8,explain:16,extern:69,extract:[75,78,82,85],fault:19,featur:[78,81,82,83],field:82,file:[17,69,70,80,81,82],find:69,first_seq:8,fork:58,format:[17,19,80],forward:[31,60],frame:17,framework:[16,61],from:[15,26,47,51,53,57],full_matrix_project:8,fulli:8,gan:76,gate:56,gated_unit:8,gener:[56,57,74,76,85],get:[54,70],get_output:8,github:58,gotcha:57,gpu:[52,63,66,68],gradient:[16,24,44,59],gradient_print:7,graident:16,graph:[31,41,43],group:[8,69],gru:[9,66],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:63,handler:[15,33],happen:26,have:49,hierarchi:17,high:47,hook:58,how:[16,22,39,43,60,61,62,63],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:69,ident:5,identity_project:8,ifelseop:17,imag:[8,9,27,52,70,77],imagenet:78,imdb:[12,84],img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,35,39,43,44,59,60,61,76],index:48,indices_map:48,infer:[14,80],info:78,ingredi:15,ingress:28,init_hook:2,initi:[24,68,69],input_typ:2,insid:46,inspect:69,instal:[51,53,69,74,80],instanc:69,integr:69,interact:47,interfac:[12,16,19,24,25,39,42,46,78],intermedi:43,interpol:8,introduct:[1,75,78,84,85],isn:39,issu:58,job:[19,27,64,69,70],join:8,keep:58,kei:69,kernel:43,kill:64,kmax_sequence_scor:8,kube:69,kubectl:69,kubernet:[27,69,70],label:83,lambda_cost:8,languag:17,larg:22,last_seq:8,launch:64,layer:[8,15,30,38,59,68],learn:17,learnabl:8,leval:47,level:[47,48],libpaddle_capi_shar:34,libpaddle_capi_whol:34,librari:[24,43],limit:40,line:[67,80],linear:[5,50],linear_comb:8,list:[20,39],local:[40,42,46,58,68,69],lodtensor:[35,48],lodtensordesc:49,log:[5,80],logic:23,logist:80,low:47,lstm:[9,66,83,84],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:43,manag:18,map:[39,43],master:[19,23,27],math:8,mathemat:16,matrix:66,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,memori:[8,35],messag:47,meta:82,method:48,migrat:43,mileston:43,mini:39,minibatch:12,misc:8,mix:[8,68],mnist:[12,76],model:[2,3,13,15,22,24,26,50,52,55,56,64,68,75,76,77,78,79,80,85],modifi:70,modul:[43,61],momentum:10,movi:[81,82],movielen:[12,81,82],multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:39,multiplex:8,name:[46,69],nce:8,necessari:43,need:[39,57,63],nest:35,network:[9,43,56,68,76,77,78,80,82,83],neural:[56,77,80,82,83],neuralnetwork:50,nlp:[9,66],non:2,norm:8,note:16,numer:16,numpi:16,nvprof:63,nvvp:63,object:[19,82],observ:[75,78],onli:[39,46,52],op_mak:43,oper:[30,38,41,43,44,60],opinfomap:43,opkernel:[43,60],opproto:47,optim:[10,19,24,31,62,80],option:[29,51,75],opwithkernel:43,order:29,origin:[43,58],orthogon:46,outlin:65,output:[8,64,69],overview:[26,43,46,80],pack:48,packag:18,pad:8,paddl:[22,39,46,61,70],paddlejob:27,paddlepaddl:[15,17,40,45,52,53,57,69,73,75,85],pair:69,parallel_nn:68,paramet:[6,8,14,15,19,24,25,27,36,38,41,66,67,69,75,78],paraphras:75,parent:46,part:31,partit:24,pass:68,path:[26,29],perform:[63,66],persist:23,pfsclient:[28,29],pfsserver:28,placement:40,pnpair:7,point:69,pool:[8,11],pose:44,power:8,pre:58,precision_recal:7,predict:[4,77,78,82,83,84],prefetch:39,prelu:8,prepar:[50,64,69,75,76,77,82,84,85],preprocess:[75,77,80,82,85],prerequisit:64,pretrain:[75,85],print:7,privat:69,pro:74,problem:[44,50],procedur:74,process:[19,24,27,43,57],profil:63,program:[17,38],programdesc:37,project:18,propos:44,protomak:60,provid:[2,39,80,82,83],pserver:26,pull:58,push:58,pydataprovider2:2,python:[4,16,27,35,38,39,40,47,49,52,59,60,78,80,82],qualiti:43,queue:[19,23],quick:80,randomnumb:66,rank:7,rank_cost:8,rat:82,rate:81,read:48,reader:[12,15,39],realiz:43,recoveri:19,recurr:[8,9,56,80],recurrent_group:8,ref:16,refactor:43,refer:[2,40,41,63,83,84],region:69,regist:[43,47,60],registr:[43,44],registri:43,regress:[50,80,82],regular:24,relat:[43,48],relu:5,remark:60,remot:[25,42],render:69,repeat:8,represent:[17,43],request:58,requir:[18,51,58],reshap:8,resiz:8,resnet:78,result:[64,70,85],retri:23,revis:75,rmsprop:10,rnn:[35,55,56,66],rnnop:[17,35,43],role:83,rotat:8,route53:69,row_conv:8,row_l2_norm:8,run:[57,60,64,70,83],runtim:[27,40],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,35,43,46],script:70,secur:69,select:24,selective_fc:8,semant:83,sentiment:[12,84],separ:43,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:56,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,41,66,69],servic:69,session:[40,42],set:67,setup:[51,69],sextant:74,sgd:66,share:[15,46],should:[46,49],shuffl:39,sigmoid:5,simpl:[50,56],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:39,size:48,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:44,some:57,sort_by_length:48,sourc:[51,53,57],span:51,spars:[24,25,26,68],specifi:[68,75],split:82,spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:[17,48,84],standard:80,stanh:5,start:[15,54,58,69,70,80],startup:70,step:35,store:19,structur:76,sub_nested_seq:8,subcommond:29,submit:27,suffici:39,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:80,support:48,survei:74,synopsi:29,system:69,tabl:34,table_project:8,take:39,tanh:5,task:[19,23],tear:69,tecton:74,templat:69,tensor:[8,43,61],tensorarrai:48,test:[57,58,59,60,66,68,82,83,84],text:85,text_conv_pool:9,theori:16,thi:46,timelin:26,timer:63,tip:63,todo:[20,21],togeth:46,toi:76,toler:19,tool:[18,63,74],train:[14,15,19,22,25,27,39,40,50,52,64,66,68,69,70,75,76,77,80,82,83,84,85],trainer:[14,19,24,26,27,69,82],tran:8,trans_full_matrix_project:8,transfer:80,tune:[63,66],tutori:[75,77,79,83,84,85],two:16,type:60,ubuntu:51,uci_h:12,unit:[57,59,60,66],unpack:48,unstack:48,updat:[15,25,26,69],usag:[35,39,52,61,62],use:[22,39,61],user:[19,75,81,82,84,85],util:7,valu:48,value_print:7,vardesc:49,variabl:[38,43,46,49],vector:66,verifi:69,vgg_16_network:9,visual:78,volum:69,vpc:69,warp_ctc:8,what:[22,26,49,57,63],when:[26,46],why:[39,43,63],wmt14:12,word:[75,80],work:52,workflow:85,workspac:64,wrapper:59,write:[48,59,60,80],yaml:70,zoo:[78,79]}})