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/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/functions_operators_layers","design/gan_api","design/graph","design/graph_survey","design/if_else_op","design/infer_var_type","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/ops/rnn","design/optimizer","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/parameter_server","design/refactor/session","design/refactorization","design/register_grad_op","design/regularization","design/releasing_process","design/scope","design/selected_rows","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/cross_compiling/cross_compiling_for_raspberry_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","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_en","v1_api_tutorials/gan/index_en","v1_api_tutorials/imagenet_model/resnet_model_en","v1_api_tutorials/quick_start/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/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/functions_operators_layers.md","design/gan_api.md","design/graph.md","design/graph_survey.md","design/if_else_op.md","design/infer_var_type.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/ops/rnn.md","design/optimizer.md","design/parameter_average.md","design/parameters_in_cpp.md","design/program.md","design/prune.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/regularization.md","design/releasing_process.md","design/scope.md","design/selected_rows.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/cross_compiling/cross_compiling_for_raspberry_en.md","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","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_en.md","v1_api_tutorials/gan/index_en.md","v1_api_tutorials/imagenet_model/resnet_model_en.md","v1_api_tutorials/quick_start/index_en.md"],objects:{"paddle.trainer.PyDataProvider2":{provider:[2,0,1,""]}},objnames:{"0":["py","function","Python function"]},objtypes:{"0":"py:function"},terms:{"0000x":90,"00186201e":4,"00m":74,"01852v1":8,"03m":74,"0424m":74,"0473v3":9,"055ee37d":80,"0630u":74,"06u":74,"0810u":74,"08823112e":4,"0957m":74,"0ab":8,"0rc":75,"0rc1":54,"0rc2":54,"0x10f256d50":34,"0x7ffe4de00110":34,"100gb":74,"100gi":80,"10g":27,"10m":74,"1150u":74,"11\u5b9e\u73b0\u4e86c":39,"11e6":81,"12194102e":4,"124n":74,"13m":81,"1490u":74,"15501715e":4,"1550u":74,"15mb":90,"16mb":90,"16u":74,"173m":89,"173n":74,"1770u":74,"18ad":80,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":81,"197u":74,"1gb":74,"1st":[87,89],"210u":74,"211839e770f7b538e2d8":9,"215n":74,"228u":74,"234m":89,"2520u":74,"252kb":90,"25639710e":4,"25k":90,"2680u":74,"27787406e":4,"279n":74,"27m":74,"285m":74,"2863m":74,"28m":74,"28x28":2,"2977m":74,"2cbf7385":80,"2nd":8,"302n":74,"30u":74,"32777140e":4,"328n":74,"32u":74,"32x32":12,"331n":74,"3320u":74,"36540484e":4,"365e":80,"36u":74,"3710m":74,"3768m":74,"387u":74,"38u":74,"3920u":74,"39u":74,"4035m":74,"4090u":74,"4096mb":77,"4279m":74,"43630644e":4,"43u":74,"448a5b355b84":81,"4560u":74,"4563m":74,"45u":74,"4650u":74,"4726m":74,"473m":81,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":77,"4yf":8,"50bd":80,"50gi":80,"51111044e":4,"514u":74,"525n":74,"526u":74,"53018653e":4,"536u":74,"5460u":74,"5470u":74,"54u":74,"5690m":74,"573u":74,"578n":74,"5798m":74,"586u":74,"58s":81,"5969m":74,"5delta":8,"6080u":74,"6082v4":8,"6140u":74,"6305m":74,"639u":74,"64m":37,"655u":74,"6780u":74,"6810u":74,"682u":74,"6970u":74,"6ce9":80,"704u":74,"70634608e":4,"7090u":74,"72296313e":4,"72u":74,"73u":74,"75u":74,"760u":74,"767u":74,"783n":74,"784u":74,"78m":74,"7eamaa":12,"7kb":81,"8250u":74,"8300u":74,"830n":74,"849m":74,"85625684e":4,"861u":74,"8661m":74,"892m":74,"901n":74,"90u":74,"918u":74,"9247m":74,"924n":74,"9261m":74,"93137714e":4,"9330m":74,"94u":74,"9530m":74,"96644767e":4,"983m":74,"988u":74,"997u":74,"99982715e":4,"99m":89,"99u":74,"9f18":81,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":29,"\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":29,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":29,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":54,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":29,"\u4e0a\u4f20\u65b9\u6cd5":54,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":29,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":21,"\u4e0b\u8f7d":29,"\u4e0b\u8f7d\u5230\u672c\u5730":29,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":39,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":29,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":38,"\u4e0d\u4f7f\u7528c":38,"\u4e0d\u4f7f\u7528swig":38,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":38,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":38,"\u4e0d\u5728":39,"\u4e0d\u5bb9\u6613\u51fa\u9519":29,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":38,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":38,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":38,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":21,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":29,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":54,"\u4e0e\u53ef\u80fd\u6709\u7684":54,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":38,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":39,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":38,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":38,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":54,"\u4e2a\u6027\u5316\u63a8\u8350":54,"\u4e2d":[38,39],"\u4e2d\u5199\u5165json\u5185\u5bb9":20,"\u4e2d\u5b8c\u5168\u4e00\u81f4":38,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":39,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":21,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":29,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":39,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":29,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":39,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":38,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":39,"\u4e5f\u4e0d\u751f\u6210":39,"\u4e66\u5199":38,"\u4eba\u8138\u8bc6\u522b":21,"\u4ec5\u4ec5\u4f7f\u7528":38,"\u4ece":54,"\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":39,"\u4ed6\u662f\u5c06":39,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":38,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":38,"\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":29,"\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":38,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":38,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":21,"\u4f20\u5165":21,"\u4f46":39,"\u4f46\u4e0d\u66b4\u9732":39,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":54,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":54,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":39,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":38,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":21,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":38,"\u4f7f\u7528":[39,54],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":21,"\u4f7f\u7528\u52a8\u6001\u5e93":38,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":20,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":39,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":39,"\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":38,"\u4f7f\u7528c":39,"\u4f7f\u7528c99\u505a\u63a5\u53e3":38,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":38,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":38,"\u4f7f\u7528regress":54,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":38,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":38,"\u4f7f\u7528void":38,"\u4f8b\u5982":[21,38,39,54],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":38,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":38,"\u4f8b\u5982\u5bf9\u4e8epython":38,"\u4f8b\u5982c":38,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":38,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":38,"\u4f8b\u5982python\u7684":38,"\u4f9d\u6b21\u7c7b\u63a8":54,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":38,"\u4fee\u590d\u6240\u6709bug\u540e":54,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":54,"\u4fee\u590dubuntu":54,"\u4fee\u6539\u6210":54,"\u505a\u53ea\u8bfb\u6302\u8f7d":21,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":54,"\u505a\u63a5\u53e3":38,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":20,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":39,"\u5176\u4e2d":[38,54],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":39,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":54,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":39,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":39,"\u5177\u4f53\u8bf7\u53c2\u8003":39,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":38,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":38,"\u518d\u57fa\u4e8e":54,"\u5199\u4ee3\u7801":38,"\u5199\u5165\u5feb\u7167\u6570\u636e":20,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":21,"\u51fd\u6570\u540d\u4e3a":39,"\u51fd\u6570\u547d\u540d":38,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":20,"\u5206\u652f":54,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":54,"\u5206\u652f\u4e2d":54,"\u5206\u652f\u4e3a\u5f00\u53d1":54,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":54,"\u5206\u652f\u4e3a\u7a33\u5b9a":54,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":54,"\u5206\u652f\u5408\u5165":54,"\u5206\u652f\u5408\u5165master\u5206\u652f":54,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":54,"\u5206\u652f\u540d\u4e3a":54,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":54,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":54,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":54,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":54,"\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":39,"\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":29,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":54,"\u52a8\u6001\u5e93":38,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":39,"\u5305\u62ec":21,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":20,"\u534f\u540c\u5b8c\u6210releas":54,"\u5355\u4e2a\u503c":21,"\u5355\u70b9\u6545\u969c":20,"\u5373":39,"\u5373\u4f7f\u7528":39,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":39,"\u5373\u4f7fc":39,"\u5373\u4f8b\u5982":39,"\u5373\u4fbfpaddl":39,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":39,"\u5373\u66b4\u9732":39,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":38,"\u53c2\u6570":38,"\u53c2\u8003":[29,38],"\u53cc\u5411\u9a8c\u8bc1":29,"\u53d1\u5e03\u5230dockerhub":54,"\u53d1\u5e03\u5230github":54,"\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":39,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":38,"\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":38,"\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":29,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":21,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":54,"\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":54,"\u540c\u65f6\u63d0\u8d77":54,"\u540d\u5b57\u4fee\u9970":38,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":20,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":54,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":38,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":20,"\u548c":[21,38,39,54],"\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":38,"\u56fe\u50cf\u5206\u7c7b":54,"\u5728":[39,54],"\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":54,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":20,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":39,"\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":39,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":20,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":20,"\u5728\u672c\u6587\u6863\u4e2d":29,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":21,"\u5728\u6837\u4f8b\u4e2d":39,"\u5728\u7528\u6237\u4f7f\u7528c":39,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":21,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":54,"\u5728\u8fd9\u4e2a":54,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":38,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":54,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":39,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":39,"\u5728c":38,"\u5728c\u7684\u5934\u6587\u4ef6":38,"\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":39,"\u5747\u662f\u5728":39,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":29,"\u591a\u4e2a\u503c":21,"\u591a\u4e2aparamet":20,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":38,"\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":38,"\u5982\u679c\u5931\u8d25":54,"\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":54,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":39,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":39,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":39,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":20,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":38,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":54,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":38,"\u5982\u679cparamet":20,"\u5b57\u7b26\u4e32":21,"\u5b58\u50a8":21,"\u5b66\u4e60\u6210\u672c\u9ad8":38,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":21,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":39,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":29,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":21,"\u5b9e\u73b0\u7b80\u5355":38,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":38,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":38,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":38,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":38,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":39,"\u5bf9\u4e8e\u6bcf\u79cdc":39,"\u5bf9\u6bd4":38,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":39,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":54,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":39,"\u5c06":54,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":20,"\u5c06\u5927\u91cf\u7684":38,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":54,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":54,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":38,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":20,"\u5e73\u5747\u6545\u969c\u7387":20,"\u5e76\u4e14\u4f7f\u7528":39,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":38,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":29,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":29,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":38,"\u5e76\u5220\u9664":54,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":20,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":20,"\u5e76\u53d1\u5e03\u5230pypi":54,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":21,"\u5e76\u5c06c":39,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":20,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":38,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":21,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":54,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":54,"\u5efa\u8bae":54,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":39,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":54,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":54,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":54,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":20,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":39,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":54,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":39,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":29,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":38,"\u5f97\u4f7f\u7528":38,"\u5fc5\u8981":39,"\u60c5\u611f\u5206\u6790":54,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":39,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":38,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":21,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":29,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":38,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":29,"\u6211\u4eec\u9009\u62e9":21,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":21,"\u6216\u8005":[38,39],"\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":29,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":39,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":39,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":39,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":38,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":39,"\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":[38,39],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":39,"\u63a5\u53e3\u662f":21,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":29,"\u63a7\u5236\u7528\u6237\u6743\u9650":21,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":29,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":29,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":29,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":21,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":29,"\u6570\u636e":29,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":38,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":29,"\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":38,"\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":29,"\u6587\u4ef6\u5185\u5bb9\u4e3a":38,"\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":29,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":54,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":54,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":29,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":38,"\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":29,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":38,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":39,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":38,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":39,"\u662f\u56e0\u4e3ac99\u652f\u6301":38,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":29,"\u662f\u6307":39,"\u662f\u7528\u6237\u4f7f\u7528c":39,"\u662fc":39,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":20,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":39,"\u6700\u540e\u5220\u9664":54,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":38,"\u6709\u6807\u51c6\u7684":38,"\u6709\u7684\u65f6\u5019":38,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":54,"\u672c\u6587\u6863\u63cf\u8ff0paddl":39,"\u673a\u5668\u7ffb\u8bd1":54,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":20,"\u6765\u786e\u4fdd\u628a":38,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":38,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":21,"\u6765\u8fdb\u884c\u8ba8\u8bba":39,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":54,"\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":38,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":20,"\u6bcf\u4e00\u4e2a":54,"\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":54,"\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":54,"\u6d6e\u70b9\u578b\u6570\u636e":21,"\u7136\u540e\u5728etcd\u7684":20,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":29,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":29,"\u7248\u672c\u5206\u652f":54,"\u7248\u672c\u53f7":54,"\u7248\u672c\u53f7rc":54,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":54,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":38,"\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":38,"\u751f\u6210\u6587\u6863":38,"\u751f\u6210\u7684":21,"\u751f\u6210\u7ed9\u5b9a":21,"\u751f\u6210api\u6587\u6863":38,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":29,"\u7528":29,"\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":39,"\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":39,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":21,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":29,"\u7528\u6237\u901a\u8fc7c":39,"\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":38,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":29,"\u7531\u4e8epypi":54,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":29,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":38,"\u7684\u5934\u6587\u4ef6":38,"\u7684\u63a5\u53e3\u6837\u5f0f":38,"\u7684\u6570\u636e\u6d41\u56fe":21,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":38,"\u7684\u7f29\u5199":29,"\u7684\u89c4\u8303":38,"\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":38,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":29,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":38,"\u76ee\u5f55\u4e0b":39,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":38,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":39,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":38,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":38,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":38,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":20,"\u79bb\u7ebf\u6279\u5904\u7406":21,"\u7b2c\u4e00\u4e2atag\u4e3a":54,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":54,"\u7b2c\u4e8c\u4e2a\u4e3a":54,"\u7b49":39,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":39,"\u7b49\u6587\u4ef6":39,"\u7c7b\u4f3c":39,"\u7c7b\u540d\u548cc":38,"\u7c7b\u578b":38,"\u7ea2\u697c\u68a6":87,"\u7ed3\u8bba":38,"\u7edf\u4e00\u7528":21,"\u7f16\u8bd1\u5668\u6ca1\u6709":38,"\u7f16\u8bd1\u578b\u8bed\u8a00":38,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":54,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":54,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":54,"\u7f16\u8bd1c":39,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":54,"\u7f16\u8bd1ubuntu\u7684deb\u5305":54,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":39,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":38,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":39,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":29,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":20,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":38,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":38,"\u800c\u5bf9\u4e8egolang":38,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":38,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":39,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":21,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":38,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":20,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":39,"\u826f\u597d\u7684\u6587\u6863":38,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":20,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":39,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":38,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":38,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":20,"\u8ba9paddle\u6838\u5fc3\u4e2d":39,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":20,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":54,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":54,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":54,"\u8bbe\u7f6e":39,"\u8bc6\u522b\u6570\u5b57":54,"\u8bcd\u5411\u91cf":54,"\u8be6\u7ec6\u8bbe\u8ba1":29,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":54,"\u8bf4\u660e":20,"\u8bf7\u53c2\u8003":39,"\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":54,"\u8fd8\u662f\u4ece":21,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":39,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":39,"\u8fd9\u4e09\u4e2a\u5206\u652f":54,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":39,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":39,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":39,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":38,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":38,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":39,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":39,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":39,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":39,"\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":38,"\u8fd9\u662f\u56e0\u4e3a":38,"\u8fd9\u6837":39,"\u8fd9\u6837\u4fdd\u8bc1":54,"\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":29,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":38,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":20,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":54,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":29,"\u901a\u5e38":39,"\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":39,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":29,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":54,"\u90a3\u4e48":39,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":21,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":38,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":29,"\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":38,"\u91cd\u547d\u540d\u6210":38,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":38,"\u9519\u8bef\u5904\u7406":38,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":38,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":38,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":39,"\u9700\u8981":21,"\u9700\u8981\u4fee\u6539build":54,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":29,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":39,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":54,"\u9700\u8981\u5f15\u7528":39,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":38,"\u9700\u8981\u6ce8\u610f\u7684\u662f":54,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":39,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":54,"\u9ed8\u8ba4256k":29,"abstract":[42,53,55,70,77],"api\u4e2d\u4f7f\u7528":38,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":39,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":39,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":39,"api\u63a5\u53e3":29,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":39,"api\u65f6":39,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":39,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":39,"api\u66b4\u9732\u7684\u7c7b\u578b":39,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":39,"api\u7684\u5b9e\u4f8b":39,"api\u7684\u5b9e\u73b0\u7ec6\u8282":39,"api\u7684\u63a5\u53e3":39,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":39,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":39,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":39,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":39,"block\u6784\u6210\u4e00\u4e2amodel":20,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":54,"boolean":[30,35,38],"break":[18,58,90],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":54,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":54,"byte":[29,37],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":38,"c\u6709\u6807\u51c6\u7684abi":38,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":38,"case":[8,22,39,42,45,47,48,51,60,62,67,70,71,74,78,80,85,88,90],"char":24,"class":[4,5,6,7,8,9,10,11,12,14,15,17,31,33,34,36,38,41,44,48,51,52,53,55,56,57,58,72,76],"const":[17,22,24,36,43,45,52,55,57,58,70,71,72],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":39,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":39,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":39,"core\u6982\u5ff5":39,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":21,"deb\u5305":54,"deb\u5305\u7f16\u8bd1\u95ee\u9898":54,"default":[2,6,7,8,9,11,12,14,15,17,18,32,36,37,40,45,46,55,56,57,59,62,65,68,69,71,75,77,79,80,81,85,90],"enum":[22,24,44,56,57,59],"export":[34,61,75],"final":[8,9,16,34,40,58,60,61,70,71],"float":[2,6,7,8,10,12,36,57,60,70,71,72,74,79,87,89],"function":[2,4,8,9,10,12,15,17,19,23,24,25,27,33,36,40,42,43,44,45,47,48,49,51,52,53,55,57,58,60,67,70,71,72,74,75,77,85,88,90],"golang\u53ef\u4ee5\u4f7f\u7528":38,"golang\u7684":38,"h\u5e76\u4e0d\u56f0\u96be":38,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":21,"import":[2,4,7,8,15,17,18,32,34,35,40,44,49,55,60,65,67,71,74,75,80,87,88,89,90],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":29,"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":[2,6,7,8,9,12,17,22,23,24,27,35,36,38,39,44,46,47,56,57,58,59,70,72,75,79,90],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":38,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":54,"long":[1,8,9,12,62,74],"model\u505a\u5206\u652f\u7ba1\u7406":54,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,42,46,47,48,50,51,53,57,58,68,69,73,80,81,85,88,90],"note\u7684\u4e66\u5199":54,"null":[8,34,70,77],"org\u76ee\u524d\u9075\u5faa":54,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":38,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":38,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":38,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":38,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":39,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":38,"paddle\u7684c":39,"paddle\u8bad\u7ec3\u4efb\u52a1":21,"paddle\u8def\u5f84\u4e0b":39,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":38,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":39,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":38,"paddle_\u7c7b\u578b\u540d":39,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":39,"paddlepaddle\u4f7f\u7528git":54,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":54,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":21,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":54,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":54,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":54,"patch\u53f7":54,"patch\u53f7\u52a0\u4e00":54,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":29,"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":29,"pfsserver\u63d0\u4f9brest":29,"public":[12,17,31,36,52,55,57,58,70,71,72,75,80,81],"py\u4e2d":54,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":54,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":21,"reader\u8f93\u51fa\u7684data":21,"release\u9875\u9762":54,"return":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,31,32,34,36,40,41,44,45,46,48,50,52,55,57,58,60,67,70,71,72,80,88,89,90],"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":[8,9,32,46,55,58,60,71],"static":[14,24,39,55,57,80,85],"super":[46,70],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":38,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":38,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":38,"swig\u76f4\u63a5\u8bfb\u53d6c":38,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":38,"switch":[17,39,50,80],"tag\u4e3a":54,"throw":80,"true":[2,6,7,8,9,11,12,14,15,17,22,35,41,44,45,47,57,58,60,67,70,75,77,79,80,89],"try":[10,18,19,22,23,24,34,47,55,68,74,88],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":39,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":54,"var":[17,31,33,35,41,44,45,46,51,55,58],"void":[17,22,24,31,36,37,38,39,44,45,56,57,70,71,72],"wheel\u5305":54,"while":[1,2,6,12,17,26,34,42,43,47,53,55,62,67,71,72,77,88,90],AGE:[80,81],AWS:[21,73,82,83],And:[2,7,8,10,12,14,16,22,26,27,28,32,34,47,48,55,67,79,80,81,87,89],But:[2,8,9,12,16,31,55,69,75,85],EOS:8,For:[1,2,7,8,9,10,12,14,15,17,23,24,25,27,31,33,36,37,40,42,43,44,45,46,47,48,50,51,52,53,56,57,59,60,61,62,65,67,69,70,71,72,74,76,77,79,85,87,89,90],Has:2,IDE:68,IDs:[12,26,90],IPs:75,IRs:48,Ids:90,Into:80,Its:[2,56,67,71,80],K8s:85,NMS:8,NOT:[46,71],Not:[15,19,85],ONE:2,OPs:[48,49],One:[7,9,14,16,26,37,50,55,67,70,77,88,90],Ops:[51,53,57,71],PFS:29,QoS:81,Such:[36,46,58],THE:2,TLS:[15,29,80],That:[8,12,47,62,77,79],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,28,30,34,37,39,40,42,44,45,46,47,48,49,50,53,55,56,57,58,59,60,61,62,63,67,68,69,70,71,72,74,75,77,79,80,81,86,87,88,89,90],Their:[2,8,19],Then:[4,8,9,31,36,45,61,62,67,70,74,75,80,81,87],There:[7,8,12,14,15,17,18,19,24,26,27,30,34,40,42,43,46,53,55,56,60,62,71,74,80,88,89,90],These:[7,17,33,41,53,56,57,75,79],Use:[2,7,12,15,30,47,51,62,65,70,74,77,78,80],Used:[9,51],Useful:2,Using:[19,42,51,53,55,68,72,81],VMs:68,VPS:80,WITH:65,Will:[12,14],With:[2,8,9,44,58,60,88],YES:27,Yes:[62,68],___fc_layer_0__:80,__doc__:57,__file__:27,__gradient_machines__:14,__impl__:57,__init__:[32,41,46,58,70],__main__:[32,89],__metaclass__:71,__name__:[32,89],__param_conf__:14,__rnn_step__:67,__tmp_params__:14,__va_args__:52,_binari:18,_create_global_var:46,_dtype:34,_error:88,_librari:18,_link:9,_loss:32,_op:[34,71],_proj:8,_res2_1_branch1_bn:89,_source_language_embed:[67,87],_target_language_embed:[67,87],_test:18,_value_index:34,a_op:71,aaaaa:21,aaaaaaaaaaaaa:80,abc:8,abil:32,abl:[8,15,36,41,46,48,50,59,85,88],about:[4,8,9,17,18,27,30,40,48,55,57,60,65,71,74,76,77,80],abov:[2,4,7,8,15,17,18,19,23,31,33,40,41,42,44,46,48,50,57,58,60,62,68,69,71,72,74,80,81,85,88,89,90],abs:[8,9,16,32,88],abs_numerical_grad:16,absolut:[1,65],acceler:[20,42,79],accept:[2,4,6,8,12,15,47,51,90],access:[1,8,9,15,18,23,26,27,46,48,67,75],accessmod:80,accessor:46,accomplish:62,accord:[1,2,7,8,16,24,33,48,49,51,58,71,75,76,77,79],accordingli:[4,7,8,70],account:[51,69,85],accrodingli:22,accumul:[19,24,42],accur:[16,26],accuraci:[7,70,90],achiev:[42,74],ack:77,across:[8,12,40],act1:34,act2:34,act:[8,9,17,34,46,48,50,58,60,67,90],act_output:57,act_typ:[34,90],action:80,activ:[4,9,13,18,34,46,48,53,57,60,61,67,70,72,77,90],activi:9,actual:[2,22,32,34,42,57,60,72],adadelta:90,adagrad:[42,56,90],adagradoptim:41,adam:[15,24,32,90],adamax:90,adamoptim:[87,90],adapt:[7,10,14,60],add:[2,8,9,12,14,16,17,18,22,26,31,35,41,42,45,46,48,49,51,53,55,60,61,65,68,69,70,71,72,74,79,90],add_activ:46,add_bia:46,add_depend:18,add_execut:18,add_input:[40,70],add_memori:40,add_output:40,add_scalar:[17,44],add_sum:46,add_test:[18,70],add_to:8,add_two:[17,40],add_unittest_without_exec:70,addattr:[57,71],addbia:70,addcom:[57,71],added:[2,7,14,17,42,49,53,69,70,71],adding:[53,69,89],addinput:[57,71],addit:[8,9,51,53,58,62,71,72,90],addop:[31,72],addoutput:71,addr:19,address:[19,24,48,50,62,74,75,77,85],addrow:70,addtolay:8,addtyp:57,adjust:60,admin:85,administr:[26,68,85],adopt:32,advanc:[16,67,74,77],advantag:[16,42,75],adversari:[32,47],advic:74,affect:[8,17],afford:23,afi:2,aforement:18,after:[8,9,12,17,18,23,24,26,30,43,46,48,49,61,62,67,69,70,71,72,75,77,79,80,81,88,89,90],again:[15,19,42,74],against:80,age:12,agg_level:8,aggreg:80,ago:18,aid:74,aistat:8,alex:8,alexnet_pass1:79,alexnet_pass2:79,algorithm:[8,10,23,42,53,60,67,87],alia:[5,6,8],align:[8,9,12],all:[2,6,7,8,10,14,15,17,18,19,22,24,26,27,28,30,32,33,34,37,39,40,41,42,44,46,48,50,51,57,60,62,65,67,68,70,72,74,75,76,77,79,80,81,85,87,88,89,90],alloc:[6,24,27,70,72,79],allow:[15,24,42,48,53,62,69,70,74,77,80,90],allow_only_one_model_on_one_gpu:[76,77,79],almost:[60,68,75,87],alpha:[18,53],alreadi:[18,19,46,48,49,55,62,65,74,75,77,80,81],alreali:76,also:[1,2,8,9,12,15,17,18,22,25,31,32,33,34,42,43,44,45,46,47,53,55,57,58,61,62,67,68,70,71,74,75,81,85,88,89,90],altern:71,although:60,altogeth:85,alwai:[4,8,9,14,18,37,47,50,56,60,77,80],amazon:[80,81,90],amazonaw:80,amazonec2fullaccess:80,amazonelasticfilesystemfullaccess:80,amazonroute53domainsfullaccess:80,amazonroute53fullaccess:80,amazons3fullaccess:80,amazonvpcfullaccess:80,ambigu:47,amd64:[61,80],amend:69,among:80,amount:74,analysi:[60,74],analyz:90,ancestor:[44,46],andd:80,android:65,ani:[1,2,8,9,12,15,18,19,24,26,27,36,37,42,46,47,48,49,50,52,53,65,68,71,72,74,75,80,90],annoi:75,anoth:[2,8,14,15,17,27,46,55,57,62,68,77,80],ans:80,answer:[60,69,80],anyth:[12,47,80],anytim:32,api:[12,14,15,18,24,25,27,29,31,32,34,40,43,51,54,58,59,61,65,70,71,74,75,80,84,85,86,88,90],api_shar:18,api_test:18,api_trainer_config_helpers_lay:67,apiserv:80,apivers:[80,81],appear:33,append:[2,14,46,47,67,69,70,75],append_backward_op:41,append_gradient_machin:14,append_op:46,append_oper:46,appleclang:61,appleyard:74,appli:[8,32,33,55,67,70,90],applic:[33,46,51,62,69,71,74,75,80,81,85],applyl1:22,appoint:71,appreci:69,approach:[8,42,43,48,49,53,65,85],approxim:42,apt:61,arbitrari:[8,37,48,72],architectur:[75,87],archiv:[12,38,39],area:32,arg:[2,7,9,34,41,57,60,71,76,88,89,90],arg_nam:8,argu:45,argument:[2,4,8,12,17,22,23,41,43,45,46,50,67,69,70,77,78,87,88,89],argv:89,arm:65,arn:80,around:[2,8,26,46,80,85],arrai:[4,6,8,12,14,24,33,44,46,47,51,58,60,71,89],arrang:58,arrow:32,art:60,articl:[33,65,68,75,81],artifact:80,artifici:88,arxiv:[8,9,32,88],as_row_vector:8,as_step_input:17,asgd:42,ask:[19,26,68],assign:[7,8,23,72,75,77,80,85],associ:[43,52,72],assum:[7,8,17,48,67,79,87],assur:1,astyp:[47,71,88],asyc:19,async:[19,76],async_count:77,async_lagged_grad_discard_ratio:77,async_lagged_ratio_default:[76,77],async_lagged_ratio_min:[76,77],asynchron:[19,75,77],atla:61,atlas_root:61,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,62],attr1:8,attr2:8,attr:[6,8,9,17,34,44,45,46,57,67,71],attr_map:57,attrdesc:44,attribut:[2,8,9,13,17,44,49,51,55,57,58,70,71,87],attributemap:71,attrproto:57,attrtyp:[44,57,71],attrvalu:57,auc:76,aucvalidationlay:77,authent:80,author:[29,80,89],auto:[17,22,38,45,51,55,58,69,70,71,72,74],autom:[75,80],automak:61,automat:[8,15,24,31,41,48,49,51,57,61,62,67,69,70,71,75,76,77,80],automaticli:8,avail:[19,24,49,50,61,80,85],averag:[7,8,11,14,23,77,89,90],average_test_period:[76,77],averagepool:8,avg:[74,90],avgcost:90,avgpool:[8,90],avoid:[16,17,19,42,43,74],avx:[61,62],await:81,awar:[15,40,46,62,68,80],awk:75,aws:29,aws_account_id:80,awsaccountid:80,awskeymanagementservicepowerus:80,aync:49,b2t:87,b363:81,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:81,ba5f:80,back:[2,14,19,32,42,48,62,71],background:[7,8,53,75],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,32,41,42,43,45,52,53,67,70,77,79],backward_first:67,backward_op:16,backwardactiv:70,bag:90,baidu:[60,81,87],baik:87,bake:48,balanc:[49,77,80,88],bare:[81,85],barrier:[75,77],barrierstatset:74,basci:34,base:[7,8,11,12,15,23,36,41,42,48,51,52,53,58,60,67,68,70,71,74,77,80,87,88,90],baseactiv:9,baseev:14,basematrix:70,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[62,68,75,80,81],bashrc:61,basic:[2,8,14,34,44,51,52,58,62,70,90],batch:[2,8,9,10,12,14,15,17,19,21,22,32,35,40,42,58,69,70,77,80,81,88,89,90],batch_0:89,batch_id:[14,32],batch_im:32,batch_label:32,batch_norm:32,batch_norm_lay:9,batch_norm_typ:8,batch_read:[21,47],batch_siz:[2,12,32,60,87,88,90],batch_szi:32,batch_z:32,batchnorm:32,batchsiz:[8,70],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bcm2708:65,bdist_wheel:54,beacus:34,beam:[8,67,77],beam_gen:[8,67],beam_search:[14,67],beam_siz:[8,67,76,77,79],becaus:[4,7,8,12,15,17,18,19,24,43,46,47,48,53,55,56,58,59,67,68,70,72,79,80,90],becom:[49,55,74],been:[2,9,18,23,61,68,69,90],befor:[4,8,9,19,26,30,33,42,43,47,53,62,69,71,80,85],begin:[4,7,8,22,24,30,33,70,75],beginiter:[14,15],beginn:67,beginpass:[14,15],begintrain:15,behavior:74,behind:58,being:[26,45,47,72,88],belong:[8,48,55],below:[2,8,17,19,24,37,43,47,48,49,53,58,59,67,70,74,75,80,88,90],benchmark:37,benefit:[9,26,27],bengio:8,besid:[1,8,12,48],best:[8,18,61,62,68,77,90],besteffort:81,beta1:10,beta2:10,beta:[32,89],better:[8,9,18,60,80,85,88],between:[7,8,10,14,18,19,24,39,43,49,50,52,55,60,71,72,80,88,90],bgr:89,bi_gru:9,bi_lstm:9,bia:[8,9,10,46,67,70,89],bias:[8,70],bias_attr:[8,9,46,60,67],bias_param_attr:9,biases_:70,biasparameter_:70,biassiz:70,bidi:81,bidirect:[8,9,67],big:[49,74,85],bigger:19,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:74,bin:[61,62,75,80,81],binari:[2,7,8,12,18,27,32,37,48,68,74,80,87,90],bind:[31,55],bison:61,bit:90,bla:61,black:32,blank:[8,80],block:[8,20,22,24,28,36,40,41,48,49,60,70,71,72,74,77,89],block_i:8,block_id:28,block_x:8,blockdesc:[17,33,46,51],blockdescbind:36,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[12,51,67,86],bool:[2,6,7,8,9,11,12,14,17,35,45,46,56,57,58,59,70,77,79,90],boot:[8,67,85],boot_bia:8,boot_bias_active_typ:8,boot_lay:67,boot_stat:58,boot_with_const_id:8,bootstrap:61,bootstrapp:85,borrow:[32,58],bos_id:[8,67],both:[5,6,8,9,15,17,18,19,26,32,36,45,48,49,56,62,67,70,71,72,74,75,80,88,89,90],bottleneck:[74,89],bottom:14,bound:8,boundari:48,boundri:7,bow:90,box:[8,32,74],brace:[17,33],brain:26,branch:[8,15,17,18,35,44,48,54,69,71],breadth:77,break_if:58,brew:61,brief:[18,24,72],briefli:74,bring:72,broadcast:[19,51,85],broken:69,brows:62,browser:[62,80],bsd:68,bucket_nam:80,buddy_alloc:69,buf:22,buf_siz:12,buffer:[2,12,22,37,42,47,55,77],buffer_s:12,buffered_read:47,bug:[69,80],build:[8,12,18,27,33,34,42,48,53,54,57,60,62,64,69,71,73,75,77,80,82,83,87,89,90],build_dict:12,build_model:32,builder:69,built:[18,48,57,58,61,62,65,68,85,88],bunch:[37,74,75,90],button:[69,80],c11:38,c703c041:69,c99:39,c99e:80,cach:[48,90],cache_pass_in_mem:[2,90],cachetyp:[2,90],cacul:[9,75],caff:17,caffe2:17,calc_batch_s:2,calcul:[2,7,8,9,10,16,19,24,67,70,74,75,77,79,88],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,32,33,40,41,46,48,51,52,55,57,58,60,62,67,68,70,71,72,74,75,77,80,89,90],callabl:[2,6,8,12],callback:70,caller:[16,80],can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,31,32,33,34,36,40,41,42,44,45,46,47,48,49,50,51,52,53,57,58,60,61,62,65,67,68,69,70,71,72,74,75,76,77,79,80,81,85,87,88,89,90],can_over_batch_s:2,cancel:26,candid:8,cannot:[50,51,55,58,70,71],cantain:34,capabl:[43,51,61],capac:[53,80],capi:38,capi_prvi:39,caption:60,captur:[60,75],card:75,care:[9,27,47,76,77,85],carefulli:[77,89],caret:14,carpedm20:32,cast_to_op_attr:57,cat:[62,75,89],categori:[8,12,19,90],categorig:12,categoryfil:81,caus:[19,30,71],caution:[80,81],cc_:18,cc_binari:18,cc_test:18,cclient:25,cde:8,cdn:12,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],center:2,cento:85,central:53,ceph:[21,81],cephf:[21,27,29],certain:[1,41,55,76],certif:[15,29,80],cffi:38,cfg:81,cgo:38,chain:[12,33,70],challeng:[8,19,35],chanc:[15,70,90],chang:[8,12,18,23,27,43,44,47,52,55,60,62,67,69,70,71,72,74,75,77,80,90],channel:[8,9,74,89],channl:89,chapter:40,chapter_data:40,chapter_out:40,charact:90,character:60,characterist:79,check:[2,12,17,18,45,51,60,61,62,69,71,77,79,80],check_align:12,check_attr:57,check_eq:70,check_fail_continu:2,check_grad:[16,71],check_l:70,check_sparse_distribution_batch:[76,77],check_sparse_distribution_in_pserv:[76,77],check_sparse_distribution_ratio:[76,77],check_sparse_distribution_unbalance_degre:[76,77],check_styl:69,checker:51,checkgrad:77,checkgrad_ep:77,checkmark:85,checkout:69,checkpoint:[45,49],checksum:29,child:17,china:62,chmod:[61,80],choic:[18,62],choos:[28,68,77,90],chosen:[1,32],chunk:[23,29,88],chunk_schem:7,chunktyp:7,cifar:88,circl:33,claim:80,claimnam:80,clang:[38,61,62,69],clarifi:7,classfic:89,classic:[8,60],classif:[2,4,8,33,79,89,90],classifi:[8,32,88,89,90],classification_cost:[48,90],classification_error_evalu:[7,88,90],classification_evalu:7,claster:80,clean:[4,17,18,43,51,68,69],clear:[7,18,43,55,65],clearer:[43,46],clearli:55,cli:80,click:[69,74,80],client:[22,25,51],clip:[6,9,77,90],clock:8,clone:[8,61,62,65,68,69],close:[2,47,50,69],closer:60,cloud:[18,19,27,29,30,50,51,85],cloud_read:12,cls:90,cludform:80,cluster:[12,14,15,17,19,24,48,50,76,77,81,90],cluster_test_fil:75,cluster_train:75,cluster_train_fil:75,cluster_train_v2:75,cm469:80,cmake3:61,cmake:[39,61,68,69,70,71,74],cmake_build_typ:65,cmake_system_nam:65,cmakelist:[18,70],cmatrix:[38,39],cmd:81,cna:8,cname:80,cnn:[8,81,89,90],coars:31,code:[2,4,8,12,15,18,26,28,31,32,33,37,41,42,43,45,47,48,49,51,52,53,57,58,60,61,62,63,67,70,71,72,73,74,75,80,81,88,90],codebas:[51,69],coeff:8,coeffici:8,collabor:19,collect:[8,12,14,60],collectbia:70,color:89,colour:12,column:[7,8,33,47,50,70,87],column_evalu:7,com:[8,9,12,18,32,61,62,65,68,69,80,81,85,89],combin:[7,8,9,12,14,41,51,55,88],come:[44,58],comma:[14,24,77,87],command:[1,4,18,22,27,30,60,61,62,65,68,69,70,71,73,74,80,81,82,83,87,88,89],commandlin:74,commenc:90,comment:[10,18,34,57,69,71,90],commit:[18,69],common:[21,53,67,70,76],commonli:[30,53,65,67,74,79],commun:[19,24,25,48,49,69,70,75,80],compar:[16,18,51,68,70,71,88,90],comparison:18,compat:[2,31],competit:88,compil:[8,18,34,36,48,52,56,57,59,61,62,68,70,75],complaint:18,complet:[4,8,9,10,12,14,17,19,23,24,29,33,37,51,70,71,72,80,81,85,90],complex:[1,2,9,26,47,51,67,74,90],complic:[8,31,48,58],compon:[34,48,58,70],compos:[12,15,31,34,40,46,51,88],composenotalign:12,composit:31,compress:23,compromis:68,comput:[8,9,15,16,19,34,37,41,42,48,49,50,52,55,59,60,61,62,65,67,68,69,70,71,74,75,79,80,90],computation:[8,67],computationgraph:34,conat:8,concat:[32,67],concaten:[9,32,40,58],concentr:51,concept:[2,7,15,31,32,34,40,42,43,44,50,55,58,59,62,67],conceptu:[32,34],concern:15,concis:[32,58],conclud:71,concret:[51,71],concurr:[19,26,49,75],concurrentremoteparameterupdat:77,cond:[17,35,44],condit:[8,23,35,48,67,81],condtion:32,conduct:74,conf:[4,8,75,87,88,89],conf_paddle_gradient_num:80,conf_paddle_n:80,conf_paddle_port:80,conf_paddle_ports_num:80,conf_paddle_ports_num_spars:80,confid:8,confidence_threshold:8,config:[2,6,8,21,30,60,70,76,77,80,81,85,87,88,89,90],config_:[22,77],config_arg:[76,77,79,89,90],config_bas:[7,8,14],config_lay:70,config_len:24,config_pars:[4,70],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,34,46,49,60,65,66,68,69,70,71,72,74,75,77,85,87,89],confirm:30,conflict:[55,69],confus:32,congest:77,conll:12,connect:[1,9,27,48,49,60,70,75,80,81,85,88,89,90],connectionist:8,consequ:[8,9],consid:[7,8,10,45,61,62,68,74,79,85],consider:[2,9],consist:[7,8,12,23,37,44,47,51,52,57,71,89,90],consol:[74,80],consolid:17,const_cast:71,constant:[34,36,50,70,71],constraint:[48,55],construct:[2,4,7,15,34,40,46,51,55,57,59,67],constructbackwardgraph:33,constructoptimizationgraph:33,constructor:[46,51,55,57,70,71],consum:19,contact:26,contain:[2,7,8,9,11,12,14,15,17,23,28,32,34,37,43,46,50,51,52,55,56,57,58,59,63,67,68,71,75,80,89,90],container:75,containerport:80,content:[24,30,37,81],content_len:24,context:[8,9,12,55,56,67,71,72,87,90],context_attr:9,context_len:[8,9,90],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,90],contin:80,continu:[2,7,19,37,75,77],contrast:8,contrib:53,contribut:[53,63,68,73],contributor:51,control:[6,17,50,62,77,80,81,85],conv2d:32,conv:[9,32],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:[15,34,41,57],convent:[24,69,71],converg:[75,88],convers:48,convert:[2,4,12,21,47,52,87,89,90],convlay:8,convolut:[8,9,12,32,46,88,89],convoper:8,convtran:8,convtranslay:8,cool:[2,69],coordin:[19,24],copi:[14,15,23,26,30,33,40,42,58,62,69,75,80,88],copy_shared_paramet:88,copytonumpymat:88,core:[2,6,34,39,42,43,58,68,77],coreo:[80,85],corner:51,corpu:12,correct:[2,8,16,70,71,80],correctli:[7,12,32,70,88],correl:60,correspoind:15,correspond:[2,4,15,17,18,34,35,40,46,50,51,52,53,57,60,70,71,72],corss_entropi:15,cos:[8,57],cosin:[8,57],cosineop:57,cosineopproto:57,cosineopprotomak:57,cost:[4,10,14,15,33,41,44,45,48,50,60,77,88,90],cost_id:8,cost_np:45,cost_val:48,could:[2,4,8,12,14,15,16,23,40,41,42,43,44,46,47,48,49,52,62,68,74,75,80,90],count:[7,19,27,45,47,74,75,77,79,81,87],counter:[19,23,33],coupl:60,cours:[7,27,68],cover:72,coverag:61,coveral:61,coveralls_uploadpackag:61,cpickl:89,cpp:[16,22,31,38,39,43,49,51,59,70,74,90],cpu:[1,2,6,8,16,27,42,43,48,50,51,53,54,61,68,71,72,74,77,81,88],cpu_per_p:50,cpu_per_train:50,cpuinfo:62,cpuplac:[71,72],cpusparsematrix:39,crash:[19,74,75,77],creat:[4,6,8,12,14,15,16,17,19,24,29,30,31,32,33,40,41,42,43,46,52,53,60,61,62,68,69,70,71,75,77,85,87,88],create_backward_pass:41,create_bias_paramet:70,create_block:46,create_cloud_job:50,create_doc_str:57,create_input_paramet:70,create_op:71,create_oper:31,create_optimization_pass:41,create_paramet:46,create_python_ops_creatation_funct:57,create_rnn:17,create_rnn_op:40,create_tmp_var:46,create_tmp_vari:46,create_var:46,create_whileloop:58,createargu:88,createfromconfigproto:[4,88],creategradientoper:52,createop:57,createoper:17,createstack:80,createvari:17,creation:[31,80],creationd:80,creator:[12,21,51,52],creator_:52,credenti:30,credit:88,critic:32,crlf:69,crop:89,crop_siz:89,cross:[8,46,71,90],cross_compil:65,cross_entropi:[8,15,32,50,88],cross_entropy_with_selfnorm:8,crt:29,csc:70,csr:70,ctc:7,ctc_evalu:7,ctest:[62,68,71],ctor:46,ctrl:[68,75],ctx:[71,72],cuda:[18,51,61,62,68,74,75,77],cuda_dir:[76,77],cudaconfigurecal:74,cudadevicegetattribut:74,cudaeventcr:74,cudaeventcreatewithflag:74,cudafre:74,cudagetdevic:74,cudagetdevicecount:74,cudagetdeviceproperti:74,cudagetlasterror:74,cudahostalloc:74,cudalaunch:74,cudamalloc:74,cudamemcpi:74,cudaprofilerstart:74,cudaprofilerstop:74,cudaruntimegetvers:74,cudasetdevic:74,cudasetupargu:74,cudastreamcr:74,cudastreamcreatewithflag:74,cudastreamsynchron:74,cudeviceget:74,cudevicegetattribut:74,cudevicegetcount:74,cudevicegetnam:74,cudevicetotalmem:74,cudnn:[8,11,18,61,77],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[76,77],cudnn_convt:8,cudnn_dir:[76,77],cudrivergetvers:74,cuinit:74,cumul:8,curl:[61,80],curli:[17,33],current:[2,8,17,18,19,22,24,40,42,43,46,49,50,55,58,60,62,67,68,70,75,77,80,86,90],current_block:[44,46],current_oper:44,current_word:67,currentcost:90,currentev:90,curv:15,custom:[1,2,15,27,32,42,51,70,80],custom_batch_read:47,cut:[49,58],cutoff:12,cxx_compil:65,cycl:19,cyclic:8,cython:38,d3e0:80,d_b0:32,d_b1:32,d_b2:32,d_block:32,d_f:32,d_g:32,d_h0:32,d_h0_bn:32,d_h0_relu:32,d_h1:32,d_h1_bn:32,d_h1_relu:32,d_h2:32,d_loss:32,d_loss_fak:32,d_loss_real:32,d_optim:32,d_step:32,d_t:32,d_w0:32,d_w1:32,d_w2:32,daili:69,dalla:2,danger:2,dangl:68,darwin:80,dash:32,dat:21,data:[0,1,2,4,7,10,14,15,16,17,21,22,23,29,32,33,34,36,37,40,41,42,43,44,46,49,50,51,53,55,56,57,58,59,61,62,67,70,71,72,74,75,76,77,79,82,89],data_batch_gen:88,data_dir:87,data_fil:60,data_i:32,data_initialz:90,data_lay:[2,22,60,88,90],data_read:[12,47],data_reader_creator_random_imag:47,data_shar:58,data_sourc:88,data_typ:[12,37,56,59,67],data_x:32,databas:12,datacent:[21,30],datacenter1:21,datacenter2:21,datacenter_1:21,datacenter_2:21,datacenter_nam:21,datadim:8,dataflow:34,dataprovid:[1,60],dataprovider_bow:90,dataprovider_emb:90,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,42,47,60,67,77,87,89,90],datatyp:[56,59],date:75,dcgan:[32,88],dcmake_install_prefix:[61,65],dcmake_system_nam:65,ddim:72,dead:19,deal:[85,88],debian:62,debug:[2,16,30,48,69],debug_str:34,decai:10,decar:12,decayr:22,decent:23,decid:[15,26,32,37,42,47,52,53,56,86],declar:[8,17,32,40],decod:[8,9,67],decoder_boot:67,decoder_group_nam:67,decoder_input:67,decoder_mem:67,decoder_prev:9,decoder_s:67,decoder_st:[9,67],deconv:[8,32],deconvolut:8,decor:[2,12,70],decreas:60,decrypt:80,deduc:51,deep:[8,26,32,33,51,53,60,62,64,74,88,89,90],deeper:[60,62,89],def:[2,8,12,15,16,21,27,31,32,34,40,41,46,47,57,58,60,67,70,71,88,89,90],def_block:32,defalut:[8,77,79],default_block:32,default_devic:79,default_param_attr:46,default_st:58,default_valu:79,defaultinfervartyp:36,defect:43,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,31,32,34,40,44,46,47,49,51,55,57,58,60,67,70,72,75,77,87,88],define_py_data_sources2:[2,60,89,90],definit:[2,17,19,23,28,44,48,52,57,58,60,62,71,87,90],definiton:31,degre:8,delai:[42,72,77],delar:90,delet:[27,29,69,86],deletestack:80,delimit:7,deliv:85,delta:[8,16],delv:8,demand:19,demo:[8,12,51,75,81,82,87,88,89,90],demolish:81,demonstr:[60,67,72,88],denot:[71,79,90],dens:[2,8,12,24,25,56,70,80,90],dense_arrai:12,dense_vector:[2,4,12,60],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,28,34,45,48,49,56,60,62,65,68,71,75,79,85],dependent_var:45,deploi:[8,75,79,85],deploy:[34,37,51,75,80,85],deprec:8,depth:17,dequeu:49,deriv:[5,15,35,41],desc:[17,37,46,57,58],desc_:17,descend:58,descent:[8,19,42,75],descproto:37,describ:[15,17,18,23,37,43,44,46,51,56,57,59,60,70,71,72,80,81,88,90],describestack:80,describestackev:80,describestackresourc:80,descript:[4,7,17,18,36,37,52,56,59,61,69,71,75,78,80],deseri:[14,37,43],deserializ:51,desgin:33,design:[2,8,12,22,38,42,53,71,85],desir:[19,42,80,81,87],destin:[24,30],destroi:17,destruct:55,destructor:70,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,30,32,34,37,40,46,48,50,53,55,58,59,61,65,67,68,70,71,72,74,75,78,79,80,81,85,87,88,89,90],detect:[36,62,69],detection_evalu:7,detection_output:7,determin:[2,8,12,17,51,70,88],dev:[51,61,62,68,85],dev_ctx:17,devel:61,develop:[18,36,43,46,52,54,61,65,69,72,75,76,77],deverlop:77,deviat:6,devic:[6,28,34,43,48,50,51,71,72,77],device_context:71,device_context_:71,devicecontext:[17,71],deviceid:79,devid:[8,77],dhcp:85,diagnos:75,diagram:[40,75,89],diamond:32,dict:[2,7,12,14,46,50,75,90],dict_fil:[7,90],dict_siz:[12,22],dictionai:90,dictionari:[2,7,8,12,14,15,16,46,50,79,89,90],did:[2,43],diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,28,32,34,35,42,45,48,49,50,52,55,58,60,62,67,70,71,72,75,77,80,81,87,89,90],differenti:[31,71],difficult:[7,16,60,68],dig:[62,74,80],digit:[2,8,75],digraph:34,dilat:8,dilation_i:8,dim0:71,dim1:71,dim:[8,12,22,37,40,51,56,59,70,71,72,87,89,90],dim_:72,dimens:[5,8,9,11,12,32,51,56,58,70,71,72,79,87,90],dimension:[2,60,67,70,72,88,90],dimenst:87,dimes:8,dir:[89,90],dirctori:62,direct:[8,9,42,62,89],directli:[1,2,9,18,25,27,43,48,57,58,60,62,75,81],director:71,directori:[1,8,18,21,26,29,30,61,62,65,68,72,74,75,77,81,86,89,90],diretcoti:89,dis_conf:88,dis_train:88,dis_training_machin:88,disabl:2,disadvantag:[42,46],discard:[12,19,23,77],discount:8,discov:19,discoveri:80,discrep:74,discrim:32,discrimin:88,discriminator_train:88,discuss:[15,17,23,24,25,48],disk:[37,68,81],dispatch:[43,48,75,77],displai:[27,30,69],dist:54,dist_train:[15,27],distanc:7,distibut:87,distinguish:[18,75,88],distribut:[8,17,23,24,25,26,49,50,51,59,61,73,81,82,83,85,88,90],distribute_test:[76,77],distributedli:[48,70],disucss:15,divid:[10,28,57,59,76],diy_beam_search_prob_so:[76,77],dmkl_root:61,dns:80,do_forward_backward:47,doc:[4,12,34,40,58,61,62,71,72,75],dockefil:68,docker:[54,63,69,75,80,82,83,85],docker_build:15,docker_clust:75,docker_push:15,dockerfil:[62,65,68],dockerhub:62,document:[2,4,9,16,29,33,40,51,61,68,69,71,72,75,79,90],documentari:2,doe:[2,4,9,19,23,24,26,27,34,43,46,47,48,49,51,52,53,60,68,70,71,72,74,90],doesn:[6,8,12,15,17,47,50,68,69,74,81],dog:89,doing:[22,26,33,48,74],domain:80,don:[9,15,18,31,33,47,60,68,69,71,80],done:[7,8,9,18,19,23,24,36,37,42,48,52,53,69,74,80,88],dopenblas_root:61,dot:[9,71,77,89],dot_period:[77,79,88],dotmuloper:8,dotmulproject:8,doubl:[2,8,33,48,61,71,77],down:[74,90],download:[12,18,19,22,26,29,62,75,85,88,90],doxygen:61,dozen:18,drive:55,driver:75,drop:[2,9],drop_rat:6,dropout:[6,9,70,90],dropout_r:8,drpi_arm_neon:65,drpi_toolchain:65,drwxr:81,dst:24,dtoh:74,dtype:[4,34,46,60,89],due:[23,26,32,46],dummi:[14,23],dump:37,duplic:49,durat:[23,74],dure:[1,2,8,9,17,19,23,26,27,42,51,60,70,71,76,77,80,85,90],durn:2,dwith_c_api:[39,65],dwith_doc:61,dwith_gpu:65,dwith_profil:74,dwith_python:[39,65],dwith_swig_pi:[39,65],dwith_test:71,dwith_tim:74,dynam:[1,2,24,39,47,61,74,77],dynamic_cast:70,dynamic_recurrent_op:58,e2e:85,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,28,33,36,40,43,45,46,47,48,49,51,52,55,56,57,58,60,62,67,70,75,77,79,80,85,87,89,90],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:[69,71],eas:[12,36,47,71,89],easi:[16,42,47,51,53,62,69,70,75,90],easier:[15,47,49,58,68,69,70],easili:[15,32,47,52,55,60],echo:62,edg:50,edit:[7,62,68,80],editor:[46,62,68],edu:[12,80,81],eeoi3ezpr86c:80,effect:[2,14,77,80],effici:[1,2,8,37,48,67,68,70],effort:48,efg:8,efs:80,efs_dns_nam:80,efsvol:80,eigen:[42,51,53,71],eigen_test:72,eigen_use_gpu:71,eigenmatrix:72,eigenscalar:72,eigentensor:72,eigenvector:72,either:[8,9,12,14,15,32,35,36,40,42,53,74,90],elb:80,elbapis:80,elec:90,electron:[81,90],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,34,47,49,50,51,71,72,90],element_typ:24,elementari:51,elif:[15,57],els:[15,22,27,32,35,36,48,49,55,57,62,68,70,71,89,90],emac:[62,68],email:69,emailweixu:18,emb1:22,emb2:22,emb:[81,90],embed:[15,17,22,36,49,56,58,67,75],embedding_lay:[22,90],embedding_nam:[8,67],embedding_s:[8,67],emphas:74,empir:8,emplace_back:70,emploi:[57,67],empti:[7,12,19,60,71],enabl:[2,6,8,17,18,23,34,49,68,69,74,75,77,80],enable_grad_shar:[76,77],enable_parallel_vector:77,enc_proj:[9,67],enc_seq:9,enc_vec:67,encapsul:[24,50],encod:[9,23,67],encoded_proj:[9,67],encoded_sequ:[9,67],encoded_vector:67,encoder_last:8,encoder_s:67,encount:22,encourag:48,encrypt:80,encrypt_decrypt:80,end2end:85,end:[2,7,8,14,17,34,43,47,55,60,67,68,69,77,87],end_pass:15,end_po:8,endforwardbackward:14,endian:37,enditer:[14,15],endpass:[14,15],endpoint:[12,21,80],endtrain:15,engin:[27,74],english:[2,8],enjoi:62,enlarg:71,enough:[17,60,68],enqueu:49,ensembl:9,ensur:[2,19,55,68,70],enter:[17,62],enterpris:51,entir:[8,9,24,26,71],entiti:[7,17,55],entranc:28,entri:[12,23,27,36,68,69,70,80],entropi:[8,46,90],entry_point:27,enueu:49,enumer:[5,90],env:80,environ:[15,50,61,62,68,69,74,75,76,77,80,81,88],environmenterror:75,eos_id:[8,67],epel:61,epoch:32,epsilon:10,equal:[8,9,19,58,71,77],equat:[7,8,9,10,62,71],equilibrium:88,equip:[61,67],equival:[8,15,17,35,57,85],error:[6,7,8,9,10,15,16,23,30,55,60,70,71,75,77,80,89,90],error_clipping_threshold:6,especi:[2,9,68],essenc:15,essenti:[8,15,28,61,72],estat:60,estim:[8,15,42,49],eta:81,etc:[7,12,17,42,47,48,55,62,75,76,79,80,85],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:80,eval:[7,17,32,50,51,90],evalu:[1,8,13,14,26,28,34,45,48,50,74,90],evaluate_difficult:7,evalut:60,even:[15,46,47,68,69,74,77],evenli:[24,80],event:81,event_handl:[14,15],eventu:58,everi:[1,2,7,8,9,12,15,19,23,24,26,33,34,36,46,49,55,57,67,69,70,71,72,75,77,90],everyon:69,everyth:[32,48,49,60],everywher:68,evid:43,exactli:[2,8,9,62,80],exampl:[1,2,7,8,9,10,12,14,17,27,30,31,32,33,34,36,40,43,44,46,47,49,51,52,53,56,58,60,61,62,65,67,68,69,70,71,72,74,75,76,77,79,80,81,89,90],exceed:8,except:[2,8,12,26,33,58,79,87],exchang:43,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[62,77],execut:[18,19,23,27,28,32,34,50,52,68,70,74,80],executioncontext:[71,72],executor:[32,41,44],exist:[15,17,19,30,46,47,50,52,57,58,68,70,72,77,80],exit:[24,30,77,81],expand:70,expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,74],experi:[37,79],experienc:69,expert:18,expir:19,explain:[2,7,19,31,33,69,75,88],explan:[8,16,27,48,55,61,90],explanatori:[60,62],explicit:[58,70],explicitli:[2,15,50,71,72],explor:[8,53],exponenti:5,expos:[25,37,58,62,80],express:[15,34,49,71,80],ext:8,extend:[7,42,49,58],extens:[26,49,71],extent:39,extern:[2,18,38,39,51],external_librari:18,extra:[6,8,9,48,53,60,85],extra_lay:14,extraattr:[6,79],extraattribut:8,extract:[7,8,43,48,71,80],extract_fea_c:89,extract_fea_pi:89,extract_para:87,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,74],extremli:1,f120da72:81,f7e3:80,fa0wx:81,face:[18,53],facotr:8,fact:[44,46,89],factor:[6,8,10],factori:38,fail:[2,19,23,50,71,77,79,81],failur:[19,24,71],fake:[32,88],fake_imag:47,faked_imag:32,fall:45,falloc:29,fals:[2,6,7,8,9,10,12,16,17,35,40,44,45,47,56,59,60,67,70,71,75,77,79,81,87,90],false_block:[17,35,44],false_label:47,false_read:47,familiar:[2,60],fanscin:2,fantast:90,far:58,fascinatingli:1,fast:[8,23,74],faster:[8,9,19,67,74],fastli:69,fault:[14,23,51],favorit:68,favourit:62,fbd1f2bb71f4:81,fc1:[34,50,70,79],fc1_bia:34,fc1_weight:34,fc2:[34,50,79],fc3:[34,79],fc4:79,fc8a365:80,fc8a:80,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[46,57,60,70,79,90],fc_layer_nam:9,fc_mat:14,fc_op:57,fc_out:17,fc_output:57,fc_param_attr:9,fc_without_b:17,fclayer:70,fcop:31,fea:89,fea_output:89,feasibl:42,featur:[2,5,8,12,34,69,77,90],feed:[9,14,15,33,40,48,50,53,60],feed_dict:[32,50],feeder:12,feel:69,festiv:2,fetch:[12,19,22,45,48,67,70],fetch_op:45,few:[2,18,19,42,47,56,62,68],fewer:[8,46],fg0:8,field1:14,field2:14,field:[8,14,17,34,36,37,45,52,56,57,74,80],fifth:33,figur:[15,18,32,40,46,49,67,70,74,87,88,89],file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,29,30,34,37,39,47,48,51,59,60,61,62,65,67,68,69,70,71,72,75,77,85,87,89],file_list:2,file_nam:[2,60,89,90],filenam:[2,21,46],fileoffset:29,filer:8,filesystem:[26,27,29,48,62,80],fill:[8,19,23,46,80,90],fill_zero_grad:51,filter:[8,9,89],filter_s:[8,9],filter_size_i:8,find:[8,10,17,19,26,34,55,62,74,75],find_var:16,findop:17,findvar:[17,55],fine:[6,23,31],fingerprint:80,finish:[2,19,23,26,27,57,62,75,80,81],finit:70,first:[2,8,14,15,17,19,23,26,27,30,32,33,34,40,44,45,46,48,51,56,57,58,60,62,67,68,69,70,71,72,74,77,79,80,85,87,88,89,90],first_seq:67,firstli:[7,8],firstn:12,firstseen:81,fit:[1,12,37,51],five:[44,74,90],fix:[2,6,38,48,69],flag:[12,69,71,77,88],flatten0:34,flatten:[34,44,46,72],flexiabl:47,flexibl:[1,8,9,15,24,33,40,42,48,58,67],flist:75,float32:[4,12,31,32,46,47,60,71,88,89],floor:8,flow:[17,40,54],fly:[60,90],fnt03:80,focu:[2,34,74],focus:71,folder:[18,21,27,30,61,80],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,31,32,33,34,35,36,40,42,44,45,46,47,49,51,52,53,55,56,57,58,61,62,65,67,68,69,70,71,72,74,75,79,80,81,82,83,85,87,88,89,90],fool:88,forbid:15,forc:46,force_load:38,forest:17,forget:[10,15],fork:[8,69],form:[1,2,8,9,10,74],format:[1,2,7,12,14,16,23,58,60,69,70,71,72,75,77,80,87],former:[15,18,42],formula:[8,9,16],formular:8,forth:32,forward:[5,8,9,16,17,22,24,32,37,41,43,44,51,52,53,56,67,70,79,88],forward_op:16,forwardactiv:70,forwardbackward:14,forwardtest:4,found:[2,4,8,44,53,55,61,65,67,75,88,90],four:[2,7,33,87,89,90],foward:45,fp16:[51,59],fp32:[51,59],fp64:59,fpga:50,frame:[7,51,58],framework:[15,17,34,42,44,51,53,55,57,69,70,71,75,89,90],free:[12,69,85],frequenc:[12,74,87,90],frequent:[23,47,51,53,75],fresh:[26,50],friend:55,friendli:32,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,30,31,32,33,34,35,40,41,43,44,46,47,48,49,50,51,52,55,58,60,62,67,69,70,71,72,73,74,75,77,79,80,81,85,87,88,89,90],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[47,60,89],front:34,fulfil:74,full:[8,19,26,40,42,62,67,70,85],full_matrix_project:[9,67],fulli:[48,49,60,70,74,85,88,89,90],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:[34,46,87],fullyconnectedlay:70,func:[12,23,52],funciton:9,functor:[31,34],fundament:[49,51,60],further:[8,57,85],furthermor:50,futur:[8,26,48,51,86],fvs:57,fwd_op:52,g_b0:32,g_b1:32,g_b2:32,g_block:32,g_h0:32,g_h0_bn:32,g_h0_relu:32,g_h1:32,g_h1_bn:32,g_h1_relu:32,g_h2:32,g_im:32,g_loss:32,g_optim:32,g_program:46,g_step:32,g_w0:32,g_w1:32,g_w2:32,gain:8,game:88,gamma:89,gan:15,gan_train:88,gangliao:18,gap:77,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,43,70,71],gauss:6,gaussian:88,gaussian_normal_random:32,gcc:[38,51,61,62,65,68],gcreators_:57,gen:8,gen_conf:88,gen_train:88,gen_training_machin:88,gender:12,gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,31,36,42,44,45,46,47,48,49,51,52,56,57,58,60,61,62,65,69,71,74,75,77,79,80,87,89,90],generated_word_embed:8,generatedinput:[8,67],generator_conf:88,generator_machin:88,generator_train:88,genert:2,geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,29,32,34,40,46,50,51,52,55,57,58,60,61,67,69,70,71,74,75,80,84,89,90],get_all_op_proto:57,get_block:46,get_cloud_job:50,get_config_arg:[79,90],get_data:[81,90],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_input_lay:70,get_mnist_data:88,get_model:89,get_movie_title_dict:12,get_nois:88,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_symbol:34,get_tensor:16,get_training_loss:88,get_vari:17,get_word_dict:12,getbatchs:70,geteigendevic:72,getenv:[15,27,75],getinfervartyp:36,getinput:70,getinputgrad:70,getinputvalu:70,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:70,getoutputvalu:70,getparam:22,getparameterconfig:22,getparameterptr:70,getparameterspars:22,getparametersremot:22,getplac:[71,72],getsiz:70,getslotvalu:88,gettask:23,gettempl:80,gettranspos:70,getw:70,getweight:70,getwgrad:70,gfortran:61,gist:9,git:[54,61,62,65,68,69],github:[9,18,32,61,62,65,68,69,89],give:[2,19,40,46,51,60,62,68,69,70,74,80,90],given:[2,8,12,14,24,26,31,32,47,49,50,53,58,70,77,88,90],glibc:65,glide:18,global:[2,6,15,17,18,19,34,43,50,51,55,57,68,74,77,80],global_block:46,global_learning_r:6,globalstat:74,globalstatinfo:74,globe:2,glog:69,glog_v:69,glog_vmodul:69,gnueabihf:65,go1:61,go_librari:18,go_test:18,goal:[33,51,74],gob:23,godep:18,godoc:38,goe:[8,9,19,35,55,60],going:[31,42,75,85,90],golang:[18,61],good:[8,32,42,47,53,74,85],goodfellow13:8,googl:[15,51,69,75],googleapi:[61,80],gopath:61,goroot:61,got:55,gpg2:80,gpg:80,gprotos_:57,gpu:[1,2,6,8,11,16,27,42,43,48,50,51,53,54,61,68,71,72,73,75,85,88,89],gpu_id:[77,79,88],gpu_per_train:[48,50],gpugpu_id:76,gpukernel:51,gpuplac:71,grab:19,grad:[16,24,56,77],grad_op_class:51,grad_op_maker_:52,grad_op_typ:[51,52],grad_op_type_:52,grad_share_block_num:[76,77],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,33,36,41,42,43,51,56,71,75,77,90],gradient_check:71,gradient_clipping_threshold:[6,90],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,39],gradientcheck:71,gradientmachin:[4,14,39,43,88],gradientmachine_:22,gradopdescmak:[36,52],gradopdescmakerbas:52,gradopmak:52,gradual:[60,74],grain:31,gram:87,grandient:14,grant:80,graph:[8,14,17,18,19,28,32,40,42,44,48,50,59,72,87],graphviz:89,grayscal:2,great:[49,85],greater:[8,42,75],greaterthan:57,green:32,grep:[62,75],groudtruth:67,ground:[7,8,90],group:[9,23,34,85],group_input1:67,group_input2:67,group_input:67,grouplen:12,grow:69,grpc:85,gru:[8,67,90],gru_bias_attr:9,gru_decod:67,gru_decoder_with_attent:67,gru_encoder_decod:87,gru_layer_attr:9,gru_memori:9,gru_siz:90,gru_step:67,gru_step_lay:9,grumemori:[9,67],gserver:[8,70],gsizex:74,guarante:[46,70],guard:22,guess:60,guest:68,gui:74,guid:[29,51,63,67,69,70,74,80,81,87],guidenc:60,gzip:[23,81],h0_bn:32,h_prev:17,hack:63,had:68,hadoop:15,half:80,hand:[51,72,75],handi:18,handl:[12,15,27,34,43,47,48,50,55,58],handler:[14,17],handwrit:2,happen:[23,57],hard:[48,49,58,68,80,90],hardwar:[62,68,74],has:[2,4,7,8,9,10,12,15,16,17,18,19,23,24,26,32,34,37,44,48,49,50,51,56,57,62,67,68,69,70,71,74,80,81,85,87,90],has_kei:14,hasdependentvar:45,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,31,32,33,37,40,42,43,44,46,47,48,49,50,51,52,55,56,59,60,61,62,65,67,68,70,71,74,75,77,79,80,85,87,90],haven:68,hdf:[1,21],head:[69,71,75,87],header:[24,37,39,51,60,65,70,87,89],headip:75,heard:68,heavi:75,height:[8,12,17,38,47,70,71],height_:56,held:19,hello:15,help:[2,4,17,30,34,51,58,68,69,75],helper:[8,48,52,58,70],henc:[42,46,52,53,55],here:[2,4,6,7,8,9,12,15,18,19,25,30,33,34,47,53,57,60,61,65,67,69,71,75,76,79,80,81,85,87,89,90],heterogen:[48,49],heurist:[8,49,77],hidden:[8,9,41,48,67,80,90],hidden_out:17,hidden_s:9,hierarch:[8,44,46,51,67],hierarchi:51,high:[6,70,75,85,88],higher:[1,31,58,69],highest:[12,17],highli:[1,2,12,58,67,79],him:15,hint:[49,60],his:50,histor:31,hl_get_sync_flag:70,hold:[15,19,23,25,32,34,36,48,50,55,57,72,80],holder_:72,home:[21,30,48,50,61,75,80,81],honor:23,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,89],host:[18,27,61,62,65,80,81],host_c:65,hostfil:75,hostnam:80,hostpath:81,hostport:80,hour:68,hourli:69,hous:[2,12,60,87],how:[1,2,6,8,15,17,19,23,30,31,34,43,53,57,60,65,67,68,75,77,80,81,84,89,90],howev:[2,8,9,16,26,42,43,46,47,48,52,53,56,57,60,67,76,77,80],howto:75,hpp:38,html:[12,62],htod:74,http:[8,9,12,18,27,32,61,62,65,68,69,80,81,85,88,89],huber:8,huge:[8,42],human:8,hyper:[8,32,70],hyperparamet:53,hyperplan:12,i1117:74,iOS:65,iamfullaccess:80,iamusersshkei:80,ics:12,id_input:7,id_rsa:75,idea:[8,18,42,47,53],ident:[8,52,60,62,71,80],identifi:[35,70],identityoffsetproject:8,identityproject:8,ids:[7,8,70,90],idx:[23,32,70],ies:30,ifels:[17,44],ifelseop:44,ight:8,ignor:[2,8,77,87],illustr:[2,7,19,24,31,40,48,50,67,70,74,90],ilsvrc:89,im_siz:32,imag:[2,11,12,15,32,33,41,44,47,50,60,63,68,69,79,80,82,83,85,88,89],image_a:47,image_b:47,image_fil:47,image_lay:47,image_list_provid:89,image_nam:15,image_path:47,image_reader_cr:47,image_s:89,imagenet:[8,21],imagepullpolici:80,imageri:8,images_reader_cr:47,imagin:33,img:[2,8,9,48],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:74,imgsizei:74,imgsizex:74,imikolov:75,immedi:[42,53,80],immutable_paramet:15,imperfect:51,implement:[2,8,9,10,12,17,23,24,25,26,27,31,34,35,36,38,39,43,45,48,49,55,57,58,67,90],implemet:22,impli:18,implicit:50,imposs:85,improv:[8,49,51,74,80],inarg:22,inbound:80,includ:[1,2,7,8,9,12,15,17,18,24,27,32,34,38,39,40,44,46,48,51,57,61,62,65,67,68,70,71,74,75,77,80,81,87,90],incorpor:8,incorrect:8,increas:[19,23,75,77],increment:[33,77],incupd:70,inde:[12,47,62],independ:[8,16,24,50,55,85,90],index:[2,7,8,11,12,14,16,17,19,23,44,46,58,80],indexslot:8,indic:[2,7,8,17,24,32,40,44,52,56,58,60,75,80],indice_map:58,indices_map:58,individu:[19,60,80],industri:[19,37,85],ineffici:43,infer:[0,15,17,19,35,36,38,45,46,50,51,56,61,65],infer_shap:46,infer_var_type_:36,inferfac:36,inferior:26,infernec:65,infershap:[17,46,51,71,72],infershapecontext:[71,72],infervartypefn:36,info:[7,8,12,40,70,75,85],inform:[4,8,12,14,17,27,30,34,37,40,46,48,53,55,56,69,70,71,72,74,77,80],infrastructur:[80,88],ingor:77,inherit:[17,41,51,71],ininst:15,init:[6,14,17,32,40,48,70,75,79,80,88,90],init_attr:46,init_from_tar:14,init_hook:90,init_model_path:[76,77,79,87,90],initi:[2,4,6,8,9,12,14,18,23,33,40,42,46,48,49,53,57,58,67,70,71,77,87,88,90],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:46,initpaddl:[4,88],initrd:85,inlcud:9,inlin:[72,80],inner:70,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:72,input1:[8,9,72],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,31,32,33,34,36,40,42,43,45,46,47,48,49,50,51,52,55,57,58,60,67,69,70,71,72,75,79,87,88,89,90],input_conf:8,input_data:70,input_data_target:70,input_featur:5,input_fil:60,input_hassub_sequence_data:70,input_id:8,input_imag:9,input_index:70,input_label:70,input_lay:70,input_loc:8,input_nam:15,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:58,input_seq:8,input_sequence_data:70,input_sequence_label:70,input_sparse_float_value_data:70,input_sparse_non_value_data:70,input_t:70,input_to_check:16,input_typ:[60,90],input_valu:16,input_var:[16,46],inputbuff:22,inputdef:70,inputgradi:52,inputlayers_:70,inputs_to_check:16,inputtyp:[2,12],insert:[45,51,52,69],insid:[7,8,9,19,43,47,49,51,52,62,80],inspir:87,instal:[8,27,54,62,64,68,69,75,81,89],instanc:[8,16,17,19,21,25,28,35,40,42,46,48,51,52,67,70,72,74,77],instance_ip:80,instanti:[19,28],instead:[8,9,11,18,22,27,33,34,47,48,62,68,69,90],instruct:[17,33,62,68,74,90],int16:59,int32:[44,58,59,77],int64:[29,56,59],integ:[2,7,8,12,23,27,38,70,90],integer_valu:[2,12,90],integer_value_sequ:[2,12,67,90],integr:[7,61,85],intellig:28,inter:[8,48],interact:[62,80],intercept:8,interchang:[33,51],interest:74,interfac:[0,4,6,8,9,14,17,23,27,30,34,43,51,52,71,72,80,85],interg:90,intergr:8,intermedi:[30,32,41,48,65,68],intern:[8,9,14,75,80],internet:[18,19,85],interpret:[2,7,61,74],interv:8,inth:72,intrins:[61,65],introduc:[2,8,17,19,32,37,53,55,57,71,75,81],introduct:[3,88],introductori:68,intuit:[26,51],invalid:[47,55],invoc:[18,31,51],invok:[2,8,14,43,46,48,49,51,52,57,68,69,74,80],involv:[71,88],iob:7,ioe:7,ips:80,ipt:[8,46,57,67],ipx:85,ipython:15,is_discriminator_train:88,is_gener:[87,88],is_generator_train:88,is_loc:14,is_predict:90,is_seq:[8,67],is_stat:6,is_target:45,is_tensor:57,is_test:89,is_traget:45,is_train:2,isn:74,isol:62,isspars:70,issu:[18,32,50,61,62,68,69,74],item:[8,12,14,26,47,85],iter:[8,9,10,12,14,15,19,42,47,48,58],iter_multiple_input_and_param:46,its:[2,8,9,14,15,16,17,19,23,32,33,34,36,37,40,42,43,45,46,51,52,55,56,57,70,71,72,74,75,77,80,87,88,90],itself:[19,26,42,55],ivs:57,java:[17,38,44,51],jeremi:74,jmlr:8,job:[4,12,26,48,50,51,76,77,79,89,90],job_dispatch_packag:75,job_id:12,job_mod:87,job_nam:[27,80],job_namespac:80,job_path:80,job_workspac:75,jobpath:80,jobport0:80,jobport1:80,jobport2:80,jobport3:80,jobserv:27,join:19,joint:87,jointli:9,journei:62,jpg:89,json:[34,80,81],jth:9,juditski:42,jupyt:[27,62],just:[2,5,7,8,9,12,18,23,24,32,36,40,42,43,46,48,51,52,53,55,56,60,68,69,75,79,80,87],jx4xr:80,jypyt:15,k8s:85,k8s_data:80,k8s_job:15,k8s_token:15,k8s_train:80,k8s_user:15,kafka:21,kaim:8,kaimingh:89,kebilinearinterpbw:74,kebilinearinterpfw:74,keep:[2,8,12,19,33,42,46,55,57,69,85],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,29,51,52,57,58,68,69,71,74],kept:[8,46],kera:53,kernel:[8,16,42,53,56,71,72,74,90],key1:77,key2:77,key_pair_nam:80,keyid:80,keymetadata:80,keypair:80,keyserv:80,keystat:80,keyusag:80,keyword:[2,46],kill:[19,80],kind:[1,2,15,16,19,25,33,41,48,59,60,80,81,88,90],kms:80,know:[2,15,23,37,60,69,70,74,75,80],known:[17,31,40,88],kriz:12,kselectedrow:56,ksimonyan:9,kube_cluster_tl:15,kube_ctrl_start_job:15,kube_list_containers_in_job_and_return_current_containers_rank:15,kubeconfig:80,kubectl:[75,81],kuberent:[19,80],kubernet:[15,19,51,73,82,83,85],kubernetes_service_host:15,kwarg:[2,9,10,12,34,46,57,90],l1_rate:6,l1_regularization_op:53,l2_rate:6,l2_regularization_op:53,l2regular:90,l93:22,label:[2,4,7,8,10,12,14,32,33,34,41,44,47,48,49,50,60,81,88,89,90],label_dim:[8,90],label_fil:47,label_lay:47,label_path:47,lag:77,lake:2,lambdacost:8,lambdarank:8,lan:75,languag:[8,12,33,51,55,79,87],larg:[11,12,37,42,48,49,69],larger:[2,6,7,8],larger_than:[17,35,44],last:[7,8,9,40,44,60,67,77,90],last_time_step_output:8,lastseen:81,latenc:[8,48,75,80],later:[18,51,53,61,71,72,80,86,90],latest:[8,17,18,19,26,62,81],latter:[42,58],launch:[77,80],launcher:15,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,32,33,35,41,42,44,47,48,49,51,53,57,58,60,67,73,76,77,87,88,89,90],layer_0:70,layer_attr:[8,67,79],layer_num:[79,89],layer_s:8,layer_typ:8,layerbas:70,layerconfig:70,layergradutil:70,layerhelp:46,layermap:70,layeroutout:8,layeroutput:9,lazi:[42,53],lbl:7,ld_library_path:61,lead:74,leaki:32,learing_r:41,learn:[6,7,8,9,10,12,15,24,26,32,33,42,47,48,49,50,51,53,60,62,64,67,68,70,71,74,86,89,90],learnabl:14,learning_method:[60,87,90],learning_r:[6,24,48,60,87,90],leas:19,least:[7,8,19,61],leav:[2,17,80],lecun:12,left:[8,17,60,72,89],legal:57,len:[2,8,24,29,46,70,90],length:[8,9,12,24,37,40,51,58,67,77,81],leq:8,less:[8,15,85],less_than:15,let02:81,let:[4,7,8,15,17,26,31,33,40,41,52,60,71,80],level:[6,8,31,34,37,40,58,59,69,75,77,88],lgtest:18,lgtest_main:18,lib64:[61,77],lib:[39,65,75],libapi:18,libari:39,libcudnn:61,libpaddl:[38,39,51],libpaddle_capi:39,libpaddle_gserv:39,libpaddle_math:39,libpython:61,librari:[8,18,25,39,48,61,62,65,71,75,77],life:19,lifecycl:85,lifetim:55,lightweight:31,like:[2,7,8,12,17,18,19,22,27,31,32,33,34,36,42,46,47,48,51,52,53,55,56,58,60,61,65,67,68,69,74,75,76,79,80,85,87,89,90],limit:[8,12,37,51,53,74,77],linaro:65,line:[1,2,4,7,12,18,22,27,30,33,42,44,46,51,53,60,68,69,73,74,79,80,87,89],linear:8,linearactiv:60,link:[8,9,18,29,30,55,61,71,80,85,90],linux:[29,61,62,65,68,69,80],linux_x86_64:54,lipeng:87,list:[1,2,7,8,9,12,14,15,17,18,23,27,28,30,32,41,43,46,50,52,55,58,60,62,65,67,68,70,71,75,77,79,80,89,90],listdir:75,listen:[19,75,77],littl:[1,2,24,37,77,90],live:[62,71],load:[1,2,4,8,15,19,32,46,48,60,71,77,80,89],load_featur:89,load_feature_c:89,load_feature_pi:89,load_missing_parameter_strategi:[76,77,79,87],load_mnist:32,load_uniform_data:88,loadparamet:4,loadsave_parameters_in_pserv:[22,76,77],loc:7,local:[6,14,16,17,19,25,26,33,40,44,46,51,61,62,68,69,75,76,77,81],local_scop:16,localhost:62,localpath:30,locat:[8,14,18,58,65,67,70,75,90],lock:[18,19,23,24,49],lod:[37,40,56,58,59],lod_desc:[56,59],lod_level:[46,56,59],lod_tensor:[40,56,59],lodtensor:[36,37,51,59],lodtensordesc:[37,56],log:[2,23,30,32,48,65,70,75,77,80,81],log_barrier_abstract:77,log_barrier_lowest_nod:[76,77],log_barrier_show_log:[76,77],log_clip:[76,77],log_error_clip:[76,77],log_period:[77,79,81,88,90],log_period_serv:[76,77],logarithm:5,logger:2,logic:[2,26,32,36,41,43,48,49,55,58,71],login:[62,75],logit:32,longer:[19,48],look:[2,7,17,27,33,42,46,48,52,53,60,75,76,80,81,88,90],lookahead:8,lookup:[36,90],loop:[16,17,47,55],loop_var:58,loss:[8,32,34,41,42,53,70,88,90],lot:[42,46,48,53,75,76,85],low:[8,41,58],low_rnn:40,lower:[8,40,69,75],lower_level_rnn:40,lowest:77,lpaddle_capi_shar:39,lpaddle_capi_whol:39,lrelu:32,lstm:[8,67,81,90],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:90,lstm_step:9,lstmemori:[9,67],lstmemory_group:8,ltr:8,lucki:60,mac:[39,61,62,68,69],machin:[8,9,12,14,32,42,48,49,53,60,65,68,70,75,76,77,79,80,81,85,90],machine_transl:67,maco:68,macro:[31,52,71],made:[2,19,24,60,67],mai:[2,8,9,16,17,47,48,49,50,51,55,62,65,72,74,75,80],main:[2,4,34,44,51,75,80],mainli:[25,71,77],maintain:[8,17,23,42,46,51,80,86],majel:18,major:[48,62,88,89],make:[2,7,8,15,17,18,19,23,24,26,33,40,42,43,46,47,48,51,53,58,61,62,65,68,69,70,71,74,75,80,85,90],make_ddim:72,make_function_oper:31,make_vari:57,maker:[51,52],malloc:70,man:29,manag:[14,19,24,25,30,48,55],mandarin:8,mani:[8,9,18,23,32,43,46,51,52,55,56,57,58,60,62,68,77,90],manili:34,manipul:[46,52,75],manner:[8,42,53],manual:[41,42,48,52,62,75,85],manylinux1_x86_64:54,map:[2,7,8,12,14,15,17,23,46,52,55,57,58,68,77,85,89],map_fn:58,map_read:12,mapper:12,mapreduc:[15,75],mark:[2,32,33,40,49,55,67,85],market:60,mask:[6,8],master:[15,26,51,54,65,77],mastermind:18,mat:[38,39],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:[8,18,74],matchbox:85,math:[9,38,51,69,70,71,74],mathemat:53,matirx:8,matmul:[17,34,40,58,71],matric:[4,67,70],matrix:[7,8,9,12,14,22,38,39,70,71,76,79,89],matrixptr:70,matrixtyp:39,matter:2,mattyp:22,matur:75,max:[2,6,8,12,16,46,74,77,79,90],max_diff:16,max_id:[8,14,90],max_job_id:12,max_length:[8,67],max_movie_id:12,max_relative_error:[16,71],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,90],maxid_evalu:7,maxid_lay:90,maxim:8,maximum:[7,8,12,17,24,67,71,74,77,90],maxinum:11,maxpool:8,mayb:[8,17],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,28,34,40,45,47,48,55,60,67,68,71,74,77,79,80,85,87,88,89,90],mean_meta:89,mean_meta_224:89,mean_valu:89,mean_var_nam:8,meant:58,measur:[60,74],mechan:[8,9,25,46,52,67,80],mem:[8,17,27],mem_per_p:50,mem_per_train:50,member:[12,15,33,34,43,46,55,71],memcpi:[43,74],memori:[1,2,9,17,22,23,27,37,42,51,67,68,69,70,72,74,77,79,81,90],memory_boot:9,memory_nam:8,memory_test:68,memory_threshold_on_load_data:77,mention:[18,23,42,49,68],mere:9,merg:[8,24,26,40,43,69,77,87],mergedict:87,messag:[17,33,37,44,45,46,51,52,56,59,60,69,77,81],meta:[89,90],metaclass:71,metadata:[29,80,81],metal:85,metaphor:33,metaplotlib:15,method:[2,8,10,14,16,17,26,32,33,34,41,46,49,51,55,56,58,62,70,71,72,74,77,79,90],methodolog:42,might:[8,17,18,44,49,62,68,69,70,80],mileag:74,million:[12,79],min:[6,8,46,74,79,80],min_block:17,min_count:49,min_desc:17,min_pool_s:2,min_word_freq:12,mini:[2,8,12,14,17,19,35,40],mini_batch:47,minibatch:[8,17,33,35,44],minim:[2,10,17,32,41,49,51,60,65,77],minimum:8,minimun:77,minsizerel:65,minst:2,minu:52,minus_grad:52,minusgradop:52,minusop:52,minusopgradmak:52,minusopprotoandcheckermak:52,minut:[19,26,68,80],mirror:[18,62],mislead:24,miss:[32,77,87],mit:80,mix:[9,58,67],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[30,61,62,75,80],mkl:[51,61],mkl_path:61,mkl_root:61,mkldnn:8,mkldnn_batch_norm:8,mlp:34,mnist:[2,4,21,32,33,44,47,48,50,51],mnist_provid:2,mnist_random_image_batch_read:47,mnist_train:[2,47],mnist_train_batch_read:47,mobil:51,mod:75,mode:[8,14,69,77,88,89],model:[0,1,4,8,9,12,14,17,19,20,33,41,42,48,49,50,51,53,58,69,70,73,77,80,86],model_config:[4,88],model_list:[77,79],model_path:79,model_zoo:[87,89],modifi:[4,8,34,48,53,67,70,71,75,80],modul:[1,2,4,9,12,14,31,32,58,60,61,71,89,90],modulo:8,momentum:[6,55,60,90],momentumoptim:60,mon:81,monitor:90,mono:8,month:[18,90],more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,30,31,33,40,41,46,47,48,49,51,53,58,60,62,65,67,68,70,71,72,74,75,79,81,85,90],morin:8,most:[2,4,8,12,14,15,18,26,33,34,42,47,48,53,60,67,70,74,76,85],mostli:85,motiv:51,mount:[27,62,75,80,81],mountpath:[80,81],move:[8,19,23,30,42,74,80,85],movement:74,movi:[2,12],movie_categori:12,movie_info:12,movie_review:12,movieinfo:12,moving_average_fract:8,mpi:75,mpirun:75,mse:[33,41,44],much:[8,19,41,47,53,58,74],mul:[31,46,50,70,71],mul_grad:71,mul_op:71,mul_result:46,mulgradkernel:71,mulkernel:71,mulop:[31,71],mulopgrad:71,mulopmak:71,multi:[8,43,70,75,76,77,85,89],multi_binary_label_cross_entropi:8,multi_crop:89,multigradientmachin:43,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,31,48,49,50,51,59,62,67,70,71,75,77,79,80,88,90],multiple_input:46,multiple_param_attr:46,multipli:[7,8,70],multiprocess:12,multithread:2,must:[2,5,7,8,9,12,24,37,45,46,47,51,57,61,62,65,67,70,71,72,75,77,79,80],mutabl:72,mutable_data:[71,72],mutuable_data:72,mxnet:17,my_cluster_nam:80,my_external_dns_nam:80,my_lib:75,mypaddl:81,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,31,34,37,39,44,46,50,51,54,56,57,58,59,60,62,67,68,70,71,74,75,77,79,81,82,83,85,87,88,89,90],name_prefix:21,namespac:[17,35,38,46,62,70,71,81],nativ:[8,69],natur:[23,26,49,58,79],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,nearest:90,nearli:16,necess:58,necessari:[2,8,17,24,26,37,43,46,57,58,61,70,75,90],necessarili:70,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,30,31,32,41,42,43,45,46,48,49,50,51,52,53,55,56,57,58,60,61,62,65,67,70,71,72,75,76,77,79,80,81,85,88,89,90],neg:[2,7,8,90],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:90,neon:65,ner:7,nerual:48,nest:[2,8,12,17,44],net:[8,9,17,32,40,55],net_diagram:89,netop:[17,51],network:[1,2,4,6,7,8,10,12,13,14,15,16,17,19,22,32,34,40,41,42,47,48,49,53,55,57,59,60,62,70,71,72,74,75,77,85,87],network_config:79,networkadministr:80,neural:[2,4,8,9,10,12,14,15,17,19,34,42,48,53,55,59,60,72,74,75,77,87,88,89],neuralnetwork:43,neuron:[4,70,90],never:[12,47,55,80,81],new_block_idx:46,new_stat:40,newblock:46,newest:24,newli:85,newop:17,newopdesc:46,newprogram:46,newremot:48,newvardesc:46,next:[8,12,19,25,58,67,70,71,74,77,80,81],nfs4:80,nfs:80,nfsver:80,nginx:62,ngram:12,nic:[76,77],nil:23,nine:12,nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nnz:70,no_cach:2,no_grad_set:[16,71],no_sequ:[2,8],noavx:62,node1ip:75,node2ip:75,node3ip:75,node:[8,18,26,34,48,49,50,51,59,68,70,75,77,80,81,85],node_0:80,node_1:80,node_2:80,node_id:75,nodeattr:34,nodeentri:34,nodefil:75,nodesep:34,nohup:75,nois:[8,19,32,75,88],noise_dim:88,noisi:32,non:[8,19,56,70,71,77,80],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,32,34,35,40,41,44,46,50,57,58,60,67,89,90],nonlinear:70,nor:68,norm:[9,32,88],norm_by_tim:8,normal:[2,4,8,9,12,42,67,70,75,77,81,87,88,89],normzal:89,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,37,47,51,61,62,71,72,74,75,77,79,80,87],notebook:[27,62],noth:[5,14,46,55,68,77],notic:[52,67,69,70],notif:69,notingradi:71,notion:58,notori:16,now:[2,8,12,18,19,32,37,42,49,51,52,53,55,60,62,77,80,88],np_arrai:12,nproc:[61,68],nullptr:[52,55,70],num:[8,9,75,77,90],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,34],num_filt:[8,9],num_gradient_serv:[75,76,77],num_group:8,num_hidden:34,num_input:69,num_neg_sampl:8,num_p:[48,50],num_parameter_serv:15,num_pass:[14,60,76,77,79,81,90],num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:56,num_shard:21,num_step:58,num_train:[48,50],number:[2,7,8,9,12,17,19,21,42,47,49,51,57,58,60,68,70,75,77,80,87,89,90],numchunktyp:7,numdevices_:79,numer:71,numeric_grad:16,numerical_grad:16,numlogicaldevices_:79,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,32,46,47,60,61,71,88,89],numreal:22,numsampl:74,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:68,nv_librari:18,nv_test:18,nvcc:[18,62],nvidia:[61,62,68,74,77],obei:7,obj:[2,60,89,90],object:[2,4,6,8,9,10,12,14,15,22,32,34,38,41,46,50,51,53,55,72,74,88,89,90],observ:[8,10,60,70,74],obtain:[26,42,90],obvious:18,occur:[12,14],occurr:17,oct:81,odd:8,off:[39,62,65,68,75,85],offer:[4,17,50,51,57],offici:[8,18,62,69,80],offlin:[19,21,85],offset:[8,22],often:[22,34,69,75,90],ograd:70,old:[16,24,26,51,62,77],omega:53,omit:90,ompi_comm_world_rank:75,on_init:2,on_travisexclud:61,onc:[2,8,19,23,33,42,48,49,62,69,70,80,90],one:[2,5,7,8,9,10,11,12,14,15,16,17,19,22,23,24,26,27,28,31,32,34,36,37,40,41,42,43,44,45,46,47,48,50,51,52,55,56,58,60,62,68,69,70,71,75,77,79,80,81,85,87,88,89,90],onehotcrossentropyopkernel:71,ones:[31,32,51,69,71],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,30,32,33,40,41,43,46,48,49,50,51,56,57,58,60,61,67,68,70,71,72,74,76,77,79,80,81,85,87,89,90],onlin:[8,10,19,21,47],only_cpu:16,onto:[48,49,75,80],op_:71,op_check:71,op_class:[51,57],op_desc:[36,45],op_maker_class:[51,57],op_proto:57,op_test_util:71,op_typ:51,opattrcheck:71,opcreat:57,opdesc:[17,33,44,45,46,51,52,57,59],opdescbind:[36,52],opdescbuild:17,open:[2,8,15,21,32,47,60,62,69,75,80,89,90],openbla:61,openblas_path:61,openblas_root:61,oper:[8,9,10,12,16,17,28,32,33,34,36,40,41,45,48,50,53,55,59,62,67,69,70,72,74,77,80,87],operator_grad:16,operatorbas:[17,31,51,52,57,71],operatorwithkernel:71,opinfo:[36,51,52],opinfomak:36,opinfomap:52,opkernel:72,opkernelkei:51,opmak:57,opproto:71,opprotoandcheckermak:[52,71],opprotomak:[57,71],opregist:57,opregistri:57,ops:[16,17,18,33,34,42,44,45,46,51,71,85],ops_:17,ops_test:18,opt:[15,41,45,50,57,61],opt_op_list:41,optestmeta:71,optim:[2,6,13,14,16,28,32,42,43,44,48,49,50,51,53,56,60,65,70,74,75],optimis:41,optimize_op_attr:46,option:[2,7,8,15,18,32,37,44,45,46,51,56,57,59,60,68,70,75,79,85],optmization_op_list:41,opts_np:45,optyp:[36,57],opwithkernel:56,order:[2,8,9,12,14,28,33,37,47,53,58,70,75,77,80,81,85,88,89,90],ordereddict:14,oregon:80,org:[7,8,9,12,21,29,32,61,62,88],organ:[7,8],orient:57,origin:[1,2,8,9,12,16,32,55,58,69,72,88],other:[2,7,8,9,12,17,19,24,30,36,40,42,45,53,55,57,61,62,65,67,68,69,75,79,80,81,85,87,88,89,90],otherchunktyp:7,otherwis:[1,8,12,14,15,19,24,26,32,36,47,67,69,75,79],our:[15,18,32,36,42,48,49,55,58,62,67,68,69,70,80,81,87,90],out:[8,14,15,17,18,23,26,34,40,46,60,67,71,72,74,75,77,80,81],out_dir:80,out_left:8,out_mem:67,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:78,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,30,31,32,33,34,35,36,37,40,42,44,45,46,47,48,49,51,52,55,56,57,58,60,67,68,69,70,71,72,74,77,79,81,87,88,89,90],output_:[8,70],output_all_step:40,output_dir:89,output_id:8,output_lay:[14,89],output_max_index:11,output_mem:[8,67],output_nam:16,output_num:40,output_path:21,output_seg:58,outputbuff:22,outputgradi:52,outputh:8,outputw:8,outsid:[2,8,9,55],outter_kwarg:2,outupt:58,outv:70,over:[1,8,9,14,15,42,58,69,70,74,90],overal:[32,42,69,85],overfit:53,overhead:74,overlap:[7,8,70],overlap_threshold:[7,8],overrid:[17,19,30,50,70,71,72],overview:[23,24,25],overwhelm:69,overwrit:[30,75],own:[24,26,34,36,41,42,48,50,53,57,62,71,75,80],owner:[68,69],pack:[58,62],packag:[2,12,23,27,31,54,62,69,71,80],pad:[9,90],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,30,31,32,35,37,38,39,40,43,44,48,50,51,53,57,58,60,61,62,63,67,68,69,70,71,73,74,75,77,79,80,85,88,90],paddle_begin_init_param:24,paddle_dir:71,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:[71,72],paddle_error:[38,39],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_num_gradient_serv:75,paddle_init_param:24,paddle_init_port:75,paddle_init_ports_num:75,paddle_init_ports_num_for_spars:75,paddle_init_pserv:75,paddle_init_trainer_count:75,paddle_init_trainer_id:75,paddle_init_use_gpu:75,paddle_job:27,paddle_matrix:[38,39],paddle_matrix_cr:39,paddle_matrix_get_shap:38,paddle_matrix_shap:38,paddle_new_etcd_pserver_cli:24,paddle_new_pserver_cli:24,paddle_on_cloud:27,paddle_output:81,paddle_paramet:24,paddle_pserver2:75,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:87,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:87,paddle_train:[39,54,75],paddledev:[80,81],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,29,30,31,32,33,35,37,40,41,43,46,47,50,51,55,58,59,60,61,67,69,70,71,73,74,82,83,85,86,89,90],paddlepadl:2,paddpepaddl:2,page:[69,80],pai:62,pain:50,pair:[7,8,17,33,41,48,51],pakcag:18,palceholder_just_ignore_the_embed:87,paper:[8,32,87,88,89],para:22,paraconvert:87,paradigm:51,paragraph:40,paragraph_data:40,paragraph_out:40,parallel:[48,49,51,68,74,75,77,79,80,81],parallel_nn:[6,76,77],param:[6,8,9,12,16,17,24,43,46,72,75],param_attr:[8,9,22,46,60,67],param_config_proto:24,paramattr:[6,8,60,67],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,28,30,32,33,34,36,37,40,41,44,47,48,55,57,58,60,69,70,72,73,79,88,90],parameter_attribut:8,parameter_block_s:[76,77],parameter_block_size_for_spars:[76,77],parameter_learning_r:6,parameter_list:41,parameter_nam:[14,15],parameter_serv:15,parameter_valu:22,parameterattribut:[6,8,9,22],parameterclient_:22,parametermap:70,parametermutex_:22,parameters_:70,parameters_and_grad:41,parameterserver2:22,parameterset:15,parameterupdat:43,parameterupdater_:22,parametris:10,params_grad:41,paramt:[80,87],paraphrase_data:87,paraphrase_model:87,paraspars:70,parent:[17,44,46,51,70],parent_:[17,55],parent_idx:46,parenthes:51,pars:[4,12,18,28,34,68,79,80,88],parse_config:[4,88],part:[2,7,8,17,26,37,44,46,60,67,70,74,75,85,88,90],parti:[65,68,74],partial:[8,14,88],partial_sum:8,particip:71,participl:87,particular:[33,37,51,74],partit:[19,21,28,48,49,51,75,80],pass:[2,8,14,17,19,32,37,41,42,43,45,46,47,51,53,55,58,60,69,70,74,75,77,80,81,88,90],pass_id:14,pass_idx:47,pass_test:88,passtyp:70,password:75,past:[15,62,80],patch:29,path:[1,2,7,12,14,19,23,24,27,47,60,61,65,75,77,79,80,81,87,89,90],pattern:[12,19,38,42,53,60,80],paus:[19,26],pdf:[8,9],pem:[15,21,80],pend:[19,23],peopl:68,pep8:69,per:[7,8,12,19,24,42,47,53,71,77,90],perfom:[77,79],perform:[1,8,9,16,24,32,43,51,53,60,65,67,68,70,71,73,75,76,88,90],period:[1,19,26,50,77,90],permiss:80,peroid:8,persist:[28,56,59,80],persistentvolum:80,persistentvolumeclaim:80,person:[7,15],perspect:[51,74],perturb:[16,70],peter:50,pex:85,pfs:[21,30,50],pfsclient:21,pfspath:30,pgp:80,phase:[42,52,60,85],philosophi:[42,53],photo:32,physic:85,pick:[2,80],pickl:75,pictur:90,piec:[8,9,28,60,72],pil:75,pillow:27,ping:69,pip:[54,61,69],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,48,49,51,70,71,72,74,89],placehold:[32,60,72,87],placement:49,plain:[1,7,8,27,37,39],plan:[19,51,70],platform:[17,60,65,69,71,72,80],pleas:[2,4,6,8,9,10,15,19,23,24,25,34,40,46,47,48,50,51,59,61,62,63,65,67,68,69,70,71,72,75,80,86,87,90],plot:15,plu:[8,16],plug:42,pne:71,png:89,pnpairvalidationlay:77,pnpairvalidationpredict_fil:76,pod:[21,27,80,81],pod_nam:80,point:[17,19,27,50,60,68,69,71,72,74,85],pointer:[17,24,34,46,51,55,72],polar:12,polici:80,pollut:26,polyak:42,ponit:34,pool3:70,pool:[2,9,13,90],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:[9,90],pooling_typ:[8,90],poolingtyp:11,pop:17,popul:24,popular:[18,32,34,60,89],port:[18,62,75,76,77,80,81],port_num:76,portabl:34,ports_num:[75,77],ports_num_for_spars:[22,75,76,77,79],pose:19,posit:[2,7,8,9,90],positive_label:7,possibl:[15,17,23,46,49,53,74,88],post1:61,post:[27,29],postpon:53,potenti:74,power:[72,85,90],practic:[8,60,67,70],pre:[2,8,9,12,15,24,62,65,69,80,81,87],pre_activ:46,pre_bia:46,pre_dictandmodel:87,pre_stat:[40,58],preambl:46,precis:[7,42,61],precision_evalu:7,pred:[34,90],predetermin:[8,77],predic:12,predict:[2,3,7,8,10,14,48,53,60,67,77,87,90],predict_fil:77,predict_lay:14,predict_output_dir:[76,77,90],predict_sampl:4,predicted_label_id:90,prediction1:14,prediction2:14,prefetch:[22,70],prefix:[7,9,19,21,71,80],pregrad:70,preinstal:61,premodel:87,prepand:46,prepar:[4,16,27,43,67,82,90],prepend:46,prepend_oper:46,preprocess:[12,58,81],prerequisit:61,present:[15,17,58,89],preserv:30,pretti:60,prev_batch_st:[76,77],prevent:[1,10,15,19,23,26,53],preview:51,previou:[8,9,14,19,30,40,49,70,77,80],previous:[8,81,89],previous_memori:17,price:[12,51,60],primari:33,primarili:[42,53],primer:69,primit:58,principl:[15,18],print:[6,14,15,34,48,60,75,77,87,90],print_graphviz:34,printallstatu:74,printer:7,printstatu:74,priorbox:8,prioriti:51,prite:7,privat:[17,39,46,55,56,57,58,69,72],privileg:[68,80],prob:[7,14,88],probabilist:[8,87],probability_of_label_0:90,probability_of_label_1:90,probabl:[7,8,14,67,69,89,90],problem:[4,8,10,15,16,18,26,32,33,42,51,53,68,90],proc:62,proc_from_raw_data:90,proce:[12,19,47,80],procedur:[17,37,72,87],proceed:8,process:[1,2,4,6,8,9,12,15,17,21,22,23,26,34,37,48,53,57,60,62,67,69,75,77,79,80,81,87,89,90],process_num:12,process_pr:90,processdata:89,processor:74,prod:62,produc:[8,9,12,19,34,47,62,89,90],product:[8,9,27,62,70,80,90],productgraph:81,profil:[30,61],proflier:74,program:[1,12,15,21,24,26,33,35,41,47,48,50,51,55,62,74,77],programdesc:[28,37,45,46,50,52],programm:[46,48],progress:[19,23,77],proivid:2,proj:8,project:[8,9,27,39,61,67,70,71],promis:[8,9],prompt:30,prone:15,propag:[10,42,71,77,79],proper:75,properli:[68,90],properti:[2,34,53,77],propos:[17,41,42,49,58],protect:[57,70,71],proto:[11,37,44,51,57,59,71],proto_:57,protobuf:[14,17,27,28,33,34,37,44,46,51,52,57,61],protoc:65,protocol:[7,77,85],prove:90,provi:75,provid:[8,12,15,17,24,27,32,34,36,42,46,50,53,57,58,60,62,72,74,75,80,85,87,88,89],providermemory_threshold_on_load_data:76,provis:[80,85],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,51,75,76,77,80],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,76,77],pserver_spec:14,pserverstart_pserv:76,pseudo:[15,27,52,58],pseudocod:58,psize:70,ptr:39,pub:75,pull:[18,51,54,62,69,87],purchas:90,purpos:[8,19,48,49,74],push:[17,69],push_back:70,put:[18,19,22,46,49,62,70,81,90],pvc:80,pwd:[62,68],pxe:85,py_paddl:[4,88],pybind:17,pydataprovid:[1,2,90],pydataprovider2:[3,4,60,90],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,31,32,33,34,38,43,51,54,58,60,61,67,68,69,75,87,88],qualifi:61,qualiti:90,queri:[8,80],question:[8,15,49,57,80],queue:49,quick:[34,77,81],quick_start:[27,80,81,82,90],quick_start_data:81,quickli:[46,51,60],quickstart:81,quit:74,r_t:8,rac:8,rais:[12,34,75],rajathkmp:32,ran:[49,74],rand:[32,74,77,79,88],random:[2,6,8,12,21,32,43,46,47,60,71,75,77,88],random_imag:21,randomli:26,randomnumberse:76,rang:[2,8,12,21,32,47,48,50,57,69,77,79],rank:[8,15,58,72,80,89,90],rankdir:34,rapid:52,rare:2,raspberry_pi:65,raspberrypi:65,raspbian:65,rate:[6,7,9,10,12,24,70,90],rather:[4,27,32,58,80],ratio:[8,77],raw:[8,37,60,90],rdma:[61,77],rdma_tcp:[76,77],reach:[19,74],read:[1,2,12,14,15,19,21,47,48,49,51,58,60,67,68,75,80,85,89,90],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:51,reader:[0,14,21,32,33,44,48,50,75],reader_cr:21,reader_creator_bool:47,reader_creator_random_imag:[12,47],reader_creator_random_image_and_label:[12,47],readi:[19,60,80,81,85],readlockguard:22,readm:39,readonesamplefromfil:2,readwritebuffer_:22,readwritemani:80,real:[2,8,22,32,47,60,75,88],realist:15,realiz:[17,40],realli:53,reason:[9,15,16,19,62,69,81],recal:7,receiv:[19,27,49],recent:42,reciev:77,recognit:[2,8,89],recommand:2,recommend:[1,9,15,62,67,69,70,75,77],recommonmark:61,recompil:74,record:[12,23,57,80],recordio:[12,15,21,23,48,50],recov:[19,58,60,88],recover:51,recoveri:23,rectangular:8,rectifi:8,recurr:55,recurrent_group:[9,67],recurrent_lay:9,recurrent_op:58,recurrentgradientmachin:[39,58],recurrentgroup:7,recurrentlay:77,recurs:[17,18,30,51],recv:[48,49,80],recvparametertyp:22,red:32,reduc:[10,49,51,69,75,77,79],reduce_by_kei:51,reduce_mean:32,refactor:[33,42,43,46,48,49,53,58],refer:[1,4,6,8,9,10,16,17,19,23,24,25,34,40,44,46,51,53,55,58,59,67,68,70,71,72,81,87,90],referenc:[8,23],reflect:23,reformat:69,refrain:71,reg:57,regard:85,region:[8,55,74],regist:[52,70,74],register_gpu_profil:74,register_lay:70,register_op:[31,51,52,57,71],register_op_cpu_kernel:71,register_op_gpu_kernel:71,register_op_without_gradi:[51,71],register_oper:[36,52],register_tim:22,register_timer_info:74,registerop:57,registr:71,registri:[27,36,62,81,85],regress:8,regular:[6,70,80,90],reinforc:50,rel:[1,9,16,26,53,71],relat:[2,19,26,27,55,62,65,69,81,85],relationship:[52,60,88],releas:[50,54,61,62,65,80],relev:71,reli:[16,41,42,53,61,71],reliabl:[19,53],relu1:34,relu2:34,relu:[8,32,34,70],remain:[58,90],rememb:[8,69],remot:[6,18,22,51,69,70,77,79,80],remote_ess:50,remote_sess:50,remoteparameterupdat:[22,25,77],remov:[12,30,69,77],renam:30,reorgan:8,repeat:[17,33,44,45,56,57,59],repeatedli:33,replac:[18,23,36,42,50,52,62],repli:69,replic:48,replicaset:27,repo:[18,65,69],report:[23,48,74],reportdataset:23,repositori:8,repres:[2,4,8,9,17,23,34,37,42,46,49,50,51,53,56,58,59,67,70,80,90],represent:[8,24,32,33,48,56,90],reproduc:68,request:[18,19,22,26,48,51,54,69,80,81,85,87],requir:[1,7,8,15,19,24,26,27,30,34,40,42,44,45,48,49,51,53,56,57,59,65,68,69,70,71,75,80,81,85,88,90],res5_3_branch2c_bn:89,res5_3_branch2c_conv:89,research:[12,48],reserv:[2,30],reserveoutput:70,reset:[8,19],reshap:[16,47,72],reshape_s:8,resid:68,residu:89,resiz:[22,71,72],resnet_101:89,resnet_152:89,resnet_50:89,resolv:[18,69,81],resourc:[50,62,80],respect:[2,16,32,40,60,67,70,77,89],respons:[8,22,32,42,43,53,80,81],rest:[2,8,17,27,29,60,85],restart:[19,24,80,81,85],restartpolici:[80,81],restor:[16,42],restrict:[53,55,77],resu:47,result:[4,5,7,8,14,16,23,32,33,34,37,41,43,48,71,72,74,77,80,89,90],result_fil:7,resum:26,retain:72,retran:80,retriev:[17,55,68,70,81],retriv:75,return_seq:9,reuqest:54,reus:[17,26,47,51,70,71],rev:68,reveal:15,revers:[8,9,67],review:[12,81,90],reviews_electronics_5:81,revis:90,rewrit:[18,71],rgb:8,rho:10,rich:60,right:[2,8,16,17,18,27,51,53,69,89],rkt:[27,68],rmsprop:[42,90],rmspropoptim:42,rnn:[8,9,17,32,46,51,55,73,76,90],rnn_bias_attr:67,rnn_layer_attr:67,rnn_out:67,rnn_output:58,rnn_step:8,rnn_use_batch:[76,77],rnnlm:12,rnnstep:58,roadmap:58,robust:8,role:[12,15,23,24,48,80],rollback:46,root:[10,11,80,81],rot:8,roughli:[2,88],row:[4,7,8,12,22,70,89],row_id:8,rows_:56,rpc:23,rpcserver:23,rpi:65,rpi_arm_neon:65,rpi_toolchain:65,rsize:80,rtk:85,rtype:[8,12],rule:[7,33,48,70,80],run:[15,16,17,18,19,27,28,31,32,33,34,40,41,42,44,45,48,49,50,51,55,56,62,65,69,70,72,73,74,75,77,80,82,83,85,87,89,90],runinitfunct:74,runnabl:49,running_on_cloud:27,runtim:[1,2,17,28,36,40,50,51,59,61,62,75],runtime_table_:17,s_param:88,s_recurrent_group:67,sacrif:1,safe:27,sai:[8,33,35,60,68,77,79],sake:70,same:[2,4,7,8,9,14,15,16,23,24,26,31,32,34,40,46,48,50,51,52,55,58,67,71,72,75,79,80,87,90],samping_id:8,sampl:[2,4,7,12,32,57,75,77,79,87,88,89,90],sample_dim:88,sample_id:7,sample_num:7,sampler:32,satifi:7,satisfi:[18,56,80,90],save:[2,8,12,14,19,21,23,24,27,33,34,37,42,48,56,59,60,68,75,77,79,80,81,89,90],save_dir:[60,77,79,81,88,90],save_only_on:[76,77],save_parameter_to_tar:14,saving_period:[76,77],saving_period_by_batch:[76,77,79,90],saw:2,scalabl:51,scalar:[2,8,17,35,58],scale:[5,42,48,49,52,57,71,75,89],scaleop:71,scaleopmak:[51,71],scalingproject:8,scan:[23,51],scatter:8,scenario:[60,76],scene:76,schdule:80,schedul:[23,27,49,80,88],scheduler_factor:6,schema:87,scheme:[7,22,53,71],scope:[16,28,50],score:[7,8],scp:75,scrip:90,script:[4,12,68,71,75,80,89,90],search:[8,19,55,61,67,77],second:[2,8,15,30,32,34,40,44,45,47,55,57,60,62,71,75,87,89,90],secret:80,section:[2,46,49,67,69,70,80,90],see:[2,4,8,9,15,19,46,48,50,60,62,69,71,72,74,80,87,88,89,90],seed:[74,77],seem:18,seen:[53,71],segment:[7,40,58,72],segmentor:87,sel_fc:8,selcet:8,select:[8,80],selected_id:8,selected_indic:8,selected_row:[56,59],selected_rows_desc:[56,59],selectedrow:[36,59],selectiv:8,selector:81,self:[16,32,34,37,41,46,58,60,70,71],selfnorm:8,semant:[12,15,54],semat:15,send:[19,24,48,49,51,57,59,69,75,77,80],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sens:[42,53,69],sensit:8,sent:[15,24,48,51,57,81],sentenc:[2,8,12,40,58,67,90],sentence_input:58,sentiment:[2,60,90],sentimental_provid:2,separ:[2,7,24,31,42,52,53,75,77,87,90],seper:58,seq:[8,12],seq_len:58,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:87,seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,87],seqtoseq_net:[8,87],sequel:2,sequenc:[2,5,7,8,9,11,12,17,28,33,41,44,58,69,70,87,90],sequence_conv_pool:90,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,67,90],seri:9,serial:[2,14,17,23,37,43,51,59],serializ:51,serv:[48,51,58,62,74,75,80,88],server:[15,18,22,25,26,48,51,62,70,76,85],serverless:19,servic:[62,75,85],sess:[32,34,41,50],session:[34,41,45,62,74],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,36,40,45,46,51,52,55,58,60,61,62,65,67,68,69,70,71,72,73,74,75,76,77,79,80,81,87,89,90],set_active_typ:70,set_default_parameter_nam:6,set_drop_r:70,set_float_el:16,set_input:8,set_siz:70,set_typ:70,setdatatyp:56,setdefault:71,setp:80,setq:68,settup:70,setup:[2,42,54,62,70,71,85,90],sever:[2,7,8,16,22,28,32,40,43,46,56,58,75,79,80,90],sexstant:85,sgd:[10,14,15,19,27,42,43,48,49,50,56,75,88],sgdasync_count:76,shall:18,shape:[8,12,14,16,17,32,35,40,44,46,50,51,56,71,72,89],shard:[19,20,21,22,23,24,26,48,49,75,80],share:[8,18,32,39,43,46,51,53,58,61,62,68,71,74,77,81],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[38,39,55,72],shell:[80,89],shift:89,shorten:8,shorter:89,should:[2,4,6,7,8,12,14,15,16,17,24,27,28,31,32,36,40,41,42,43,44,47,48,51,52,53,56,57,58,59,60,67,71,75,80,90],should_be_fals:15,should_be_tru:15,should_shuffl:2,show:[4,7,10,17,19,30,35,37,40,42,44,58,60,68,72,75,77,80,81,87,89,90],show_check_sparse_distribution_log:[76,77],show_layer_stat:[76,77],show_parameter_stats_period:[76,77,79,81,90],shown:[2,8,15,48,67,70,72,74,80,88,89,90],shrink:70,shuffl:[2,12],sid:80,side:[8,14,43,72,75,89],sig:80,sigint:75,sigmod:57,sigmod_op:57,sigmod_output:57,sigmoid:[8,17,50,57,58,70],sigmoidactiv:9,sign:[29,37,80],signal:75,signatur:80,signific:74,similar:[8,17,42,47,49,51,53,58,71,80,85,90],similarli:[8,12,71],simpl:[1,2,5,7,8,9,12,14,33,34,42,44,49,53,55,57,58,61,62,74,77,90],simple_attent:67,simple_gru:[67,90],simple_lstm:[8,90],simple_rnn:[8,67],simpler:43,simplest:80,simpli:[1,8,15,24,40,61,62,67,74,87,89],simplifi:[15,46,57,70,81],simultan:80,sinc:[8,9,19,23,25,26,36,42,47,48,50,52,53,58,60,62,72,74,80,85,88,90],sincer:69,singl:[2,7,9,12,19,48,49,50,51,55,62,70,75,81,89,90],sinlg:14,site:[18,80],situat:45,six:87,size:[2,7,8,9,10,12,14,19,21,22,24,32,37,42,46,47,48,50,56,57,58,60,65,67,70,71,72,77,88,89,90],size_a:8,size_b:8,size_t:[22,58,70],sizeof:[17,87],skip:[47,60,69,75,80,89],sliceproject:8,slide:[8,10,12,19],slightli:32,slope:8,slopeinterceptlay:8,slow:[2,74],slowli:68,small:[2,12,16,28,32,69,70,77],small_messag:[76,77],smaller:[8,16,19,69],smart:55,smartli:8,smooth:8,snap:81,snapshot:[20,26,80],snippet:[31,41,67,70,74,80,90],sock:27,sock_recv_buf_s:[76,77],sock_send_buf_s:[76,77],socket:77,softmax:[8,9,15,17,34,35,44,48,49,50,67,70,87,90],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:90,softmaxoutput:34,softwar:[62,74,85],solid:32,solut:85,solv:[15,48,51],some:[2,6,8,12,14,15,17,18,22,23,24,26,27,31,32,33,40,41,44,45,46,48,49,51,52,55,58,60,61,65,69,70,71,72,74,75,76,77,79,80,85,88,90],some_c_api_funct:39,some_inst:39,some_op:[36,40,58],some_python_class:38,somecppclass:38,somedata:14,somegotyp:38,someth:[2,8,22,46,68,69],sometim:[8,10,47,68,74],somewhat:24,somewher:55,soon:19,sophist:[60,70],sort:[8,12,58,77,80],sort_by_length:58,sourc:[8,12,16,18,30,32,37,39,47,51,60,62,67,73,75,80,81,87,90],source_dict_dim:67,source_language_word:67,space:[7,8,46,49,53,62,67,68,74],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,70,72,75,77,80,90],sparse_binary_vector:[2,12,90],sparse_binary_vector_sequ:12,sparse_float_vector:[2,12],sparse_float_vector_sequ:12,sparse_non_value_slot:12,sparse_remot:22,sparse_upd:[6,22],sparse_value_slot:12,sparseparam:70,sparseprefetchrowcpumatrix:70,spatial:8,speak:67,spec:[80,81],specfii:77,special:[8,24,36,41,48,61,71,87,90],specialvartypeinfer:36,specif:[1,14,18,19,30,51,55,68,71,79,90],specifi:[1,2,7,8,15,16,22,23,24,27,28,30,32,37,46,48,50,55,57,58,60,61,67,68,69,70,72,77,80,88,89,90],speech:8,speed:[9,37,42,62,85],spefici:89,sphinx:[38,61,62],sphinx_rtd_them:61,split:[2,8,26,35,51,58,75,79,80,87,89,90],split_count:[75,80],sql:1,sqrt:8,squar:[8,10,11,34,60],square_error_cost:60,squarerootnpool:8,srand:77,src:[18,75],src_backward:67,src_embed:67,src_forward:67,src_root:4,src_word_id:67,srl:12,ssd:8,ssh:[62,65,75,80,81],ssh_server:75,sshd:62,ssl:61,sstabl:15,stabil:[16,71],stabl:[54,80],stack:[51,58,60,80,90],stackexchang:8,stage:[18,25,32,59,75],stale:[19,50],stamp:74,standard:[6,51,53,68,87],stanford:[12,16,81],star:18,start:[8,9,14,18,19,22,23,24,26,27,43,48,60,62,67,68,74,77,84,87],start_mpi_train:75,start_pass:[76,77],start_po:8,start_pserv:77,startup:[19,27,80],stat:[61,74,77],state:[8,9,17,19,40,55,58,60,67,77,81,88],state_act:[8,9],statement:[33,70,80],static_cast:72,staticinput:[8,67],statist:[8,77,90],statset:74,statu:[27,74,80,81],status:81,std:[14,18,22,34,36,38,39,45,51,52,55,57,70,71,72,77],stdbuf:75,stderr:75,stdout:75,step:[4,8,9,11,16,17,19,24,32,33,42,43,46,48,49,51,57,58,62,65,67,69,70,74,75,80,81,85,90],step_id:58,step_input:58,step_net:17,step_output:58,step_scop:51,stepnet:[17,40,51,55],still:[23,26,48,52,72,89],stirng:46,stmt1482205552000:80,stmt1482205746000:80,stochast:[10,19,23,26,42,75],stop:[8,62,68,75,77,81],storag:[29,61,75,80,81],store:[7,8,12,14,16,17,18,22,34,36,37,43,44,46,48,50,51,52,53,55,58,65,70,71,72,75,77,80,81,87,89,90],str:[14,27,58,79],straight:[44,56],strategi:[2,11,19,46,49,77],street:8,strength:88,strict:[47,75],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,12,14,17,23,30,34,37,44,45,46,50,51,52,55,56,57,59,70,71,77,80],strip:90,strongli:75,struct:[23,24,29,36,39,52,57],structur:[17,23,32,37,44,46,51,56,75,80,87,90],sts:80,stuff:69,stun:2,style:[2,8,51,57,61],sub:[7,8,12,15,26,32,40,43,46,48,67,70,90],sub_nest_seq:8,sub_sequ:[2,8],subclass:46,subcommand:30,subgradi:10,subgraph:[32,49],submiss:48,submit:[51,75,76,77,80],subnet0:80,subnet:[15,80],subobjectpath:81,subsequ:8,subsequenceinput:8,subset:70,substanti:89,succeed:[23,81],success:[8,24,80,81,89],successfulcr:81,successfulli:[71,89],successor:77,sudo:[61,68,80],suffer:16,suffic:[47,60],suffici:77,suffix:[27,75],suggest:[8,18,69,74],suit:85,suitabl:[56,77],sum:[8,10,17,20,36,46,67,70],sum_:8,summar:[32,90],sumopgradmak:52,sumpool:8,suppli:56,support:[6,7,8,11,12,16,17,19,26,27,31,32,37,42,43,45,47,48,49,51,52,53,56,61,62,65,67,68,70,71,72,74,75,77,80,85],suppos:[9,18,31,56,60,70,90],suppress:[8,30],sure:[68,70,80],surpass:8,svs:57,swagger:29,swap_channel:89,swig:[4,25,38,39,61],swig_paddl:[4,88],switchop:17,symbol:[8,17,34,39],symbols_ready_:17,symbolt:[17,51],symlink:69,sync:[19,42,53,77,88],syncflag:70,synchron:[10,19,23,75,77,80],syntax:47,synthect:60,synthes:88,synthet:60,sys:89,system:[17,18,19,24,26,29,31,32,48,49,61,62,71,75,81,90],t2b:87,tab:[62,90],tabl:[2,7,8,17,36,37,56,59,89,90],tablelookup:56,tablelookupgrad:56,tablelookupop:56,tableproject:8,tag:[7,12,62,67,75],tagtyp:7,take:[2,4,7,8,9,14,15,17,18,19,26,28,32,33,35,36,42,44,45,46,51,52,58,67,68,69,70,71,74,75,80,81,88],taken:[2,34,58],talk:[24,65],tanh:[8,9,32,48,67,70],tanhactiv:9,tar:[14,61,80],tarbal:80,target:[8,12,14,17,18,32,34,41,45,48,50,51,65,67,71,87,90],target_dict_dim:67,target_dictionary_dim:8,target_language_embed:8,target_language_word:67,target_link_librari:18,targetinlink:8,task:[2,7,8,37,48,57,60,67,79,87,89],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tcp:[77,80],teach:90,tear:74,technic:19,techniqu:[67,70],technolog:68,tee:81,tell:[19,23,24,57,62,74],templat:[31,57,71,72,81,85],tempor:[8,90],temporari:[27,42,46,86],ten:68,tensor:[16,18,32,34,36,37,40,49,50,56,58,59,71],tensor_array_read:58,tensor_array_s:58,tensor_array_stack:58,tensor_array_unstack:58,tensor_array_writ:58,tensor_data:37,tensor_s:16,tensor_test:18,tensor_to_check:16,tensorarraydesc:58,tensordesc:[37,56],tensorflow:[17,32,35,48,49,53,58,72],term:[8,9,19,52,53],termin:81,terminolog:60,tese:1,tessorarrai:58,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,34,39,42,47,50,54,61,62,72,73,74,75,76,87,89,90],test_:71,test_all_data_in_one_period:81,test_check_grad_ingore_i:71,test_check_grad_ingore_x:71,test_check_grad_norm:71,test_data_dir:75,test_fcgrad:70,test_gpuprofil:74,test_layergrad:70,test_list:[2,60,90],test_mul_op:71,test_norm:71,test_pass:[76,77,79],test_period:[76,77,79],test_recurrent_op:69,test_wait:[76,77],testa:15,testb:15,testbilinearfwdbwd:74,testcas:71,testconfig:70,testfcgrad:70,testfclay:70,testlayergrad:70,testmodel_list:76,testmulgradop:71,testmulop:71,testq:15,testresult:14,testsave_dir:76,testutil:70,text1:30,text:[1,2,7,9,12,15,37,40,62,80,87,90],text_conv:90,text_fil:12,tflop:74,tftp:85,tgz:[12,61],than:[2,4,6,7,8,9,19,27,31,32,46,51,53,58,61,62,67,68,70,75,80,85,89],thank:87,thei:[2,8,15,18,19,24,26,28,30,32,33,41,46,49,50,51,57,58,59,60,62,67,68,69,70,71,72,74,75,76,80,89],them:[1,2,7,8,9,15,16,18,19,22,27,28,31,36,47,49,51,52,55,56,57,58,59,60,62,68,69,71,74,76,77,80,89,90],themselv:18,theori:74,therefor:[42,61],therein:[8,17],therun:89,theta:32,theta_d:32,theta_g:32,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,31,32,33,34,40,41,42,43,44,46,47,48,49,50,51,52,53,56,57,58,60,61,62,65,67,68,69,70,71,72,74,75,77,79,80,81,85,87,88,89,90],thin:36,thing:[2,32,51,60,74],think:[15,18],third:[8,19,34,65,71,74,89],third_parti:[8,65],thirt:68,those:[17,18,19,31,33,34,35,44,89],though:[58,85],thought:[18,74],thread:[70,74,77,79],thread_local_rand_use_global_se:[76,77],threadid:79,threadloc:74,three:[2,7,8,16,19,33,41,43,44,47,60,77,88,89],threshold:[6,7,8,19,23,69,77],through:[4,8,18,19,23,25,41,42,50,67,70,71,74,75,87,88],throughout:[28,90],throughput:[74,75],thrust:51,thu:[2,8,26,34,60,70,80,86],tier:81,tight:61,time:[2,8,9,11,12,14,15,16,18,19,23,26,31,36,40,46,47,48,49,51,52,56,57,58,59,60,67,68,72,74,77,79,81,85,90],timelin:[8,51,74],timeo:80,timeout:[19,23],timeout_sec:12,timer:61,timestamp:[8,20],timestep:[2,8,55],titl:12,tls:29,tmp:46,to_no_sequ:8,to_sequ:8,to_tar:14,todo:[7,10,12,17,19,23,26,57],toend:8,togeth:[2,8,9,12,14,58,67],token:[7,8,15,67,87],toler:[14,16,71],too:[12,16,48,58,62],took:85,tool:[62,65,67,68,80],toolchain:61,toolkit:61,top:[7,14,40,71,89],top_k:7,top_level_rnn:40,toplevel:68,topolog:[15,19,34,37,43,48,50],topoloi:34,topolopi:14,torch:17,toronto:12,total:[14,19,47,49,74,75,81,85,87],total_pass:47,toward:60,trace:[17,32],track:[19,23,34,46],tractabl:8,tradit:[8,17],traffic:48,trail:12,train100:12,train10:12,train:[0,1,2,4,6,7,8,10,12,17,21,23,24,26,32,33,37,42,43,44,45,50,51,53,56,59,67,70,73,74,76,82,83,89],train_conf:87,train_config_dir:80,train_data:75,train_data_dir:75,train_id:80,train_list:[2,60,75,89,90],trainabl:[8,37,46],traindot_period:76,trainer:[2,4,15,20,21,22,23,25,42,43,48,49,51,60,70,77,79,88,90],trainer_config:[1,2,60,80,81,90],trainer_config_help:[2,60,70,90],trainer_count:[75,76,77,79,80,81],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[75,77,80],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:90,training_machin:88,trainingtest_period:76,trainonebatch:22,trainonedatabatch:88,tran:[70,77],trane:2,transact:[19,23],transfer:[1,2],transform:[8,9,51,67,70,72,88,90],transform_param_attr:9,transformed_st:9,translat:[8,9,60,87],transpar:75,transport:77,transpos:[8,70,88],transposedfullmatrixproject:8,travel:2,travers:33,travi:[61,69],treat:[8,17,24],treatment:24,tree:[8,17,46,65,77],trg_embed:67,triain:1,tricki:38,trigger:[26,43],trim:8,trivial:[2,58],trn:90,true_block:[17,35,44],true_imag:47,true_label:47,true_read:47,truth:[7,8,90],tst:90,tune:[6,8,73,90],tuninglog_barrier_abstract:76,tupl:[2,8,9,12,14,46,47],ture:8,turn:[8,46,47,88],tutori:[62,67,70,71,74,75,80,81,82,83,86,89,90],twice:[32,49],twine:54,two:[1,2,7,8,9,15,24,25,26,27,30,32,33,36,37,42,44,47,48,50,51,52,53,55,56,57,58,59,60,62,65,67,71,72,74,75,79,80,87,88,89,90],txt:[2,18,27,30,70,75,80,90],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,29,30,36,37,38,39,40,44,45,46,47,51,52,53,56,57,59,60,62,67,68,70,72,75,77,79,80,81,89,90],type_nam:57,typedef:[24,38,39],typeid:57,typenam:[31,57,71,72],typic:[4,7,48,62,74],ubuntu:54,ubyt:47,uci:12,ufldl:8,uid:81,uint32:[29,37],uint64:[37,38],uint64_t:38,unawar:24,unbalanc:77,unbound:67,unclear:26,under:[18,23,49,60,61,62,72,75,80],underli:60,understand:[46,62,74,85,87],understand_senti:67,undeterminist:74,unidirect:8,unifi:[34,56,69],uniform:[6,8,12,21,32,46,47,77,88],uniform_random:46,uniqu:[15,17,19,26,27,46,55,71,75,77,80],unique_nam:46,unique_name_gener:46,unique_ptr:[52,55,70],unit:[8,9,18,42,53,60,61,62,67,72,73],unittest:[39,69,71],unittestcheckgrad_ep:76,unk:[56,59,87],unk_idx:90,unknown:8,unlik:[8,71],unnecessari:69,unordered_map:55,unpack:58,unrol:40,unseen:53,unseg:8,unsign:24,unstack:58,unstack_from:58,unsupervis:32,unsupport:71,until:[19,24,49,55,80],updat:[6,8,10,19,23,24,29,32,40,41,42,43,48,55,58,61,70,75,77,79],update_equ:14,update_hook:6,update_memori:17,update_op:41,updatecallback:70,updatestack:80,upgrad:86,upload:[19,27,29,54,75],upon:19,upper:8,upstream:69,uri:80,url:[12,69],usag:[1,2,7,8,9,14,35,43,60,71,74,75,87,88],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,28,32,34,36,40,41,43,46,48,49,50,55,56,57,58,59,60,61,62,63,65,67,68,69,70,71,74,75,77,79,80,81,87,88,89,90],use_etcd:14,use_global_stat:8,use_gpu:[75,76,77,79,81,88,89,90],use_mkldnn:8,use_old_updat:[22,76,77],use_seq:60,use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,32,34,40,42,43,46,47,48,50,51,53,55,57,58,60,63,65,67,68,70,71,72,74,76,77,79,80,87,89,90],useful:[1,2,8,9,16,55,67,70,79,90],usegpu:[70,88],user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,30,31,32,33,34,36,41,42,46,47,48,49,50,51,52,53,55,57,58,60,62,69,75,76,77,80,85,89,90],user_info:12,user_nam:21,usercert:21,userinfo:12,userkei:21,usernam:21,uses:[2,19,26,43,48,67,68,69,70,72,75,77,80,89,90],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,30,31,32,34,36,40,41,42,44,47,48,52,53,55,57,60,62,65,67,68,69,70,71,72,74,75,77,79,80,81,86,87,88,89,90],usr:[61,75,77,80],usrdict:87,usrmodel:87,usual:[8,14,27,44,53,60,61,69,71,74,77,79,80],utf:87,util:[4,61,67,70,71,74,85],uuid:[20,26],v28:8,valid:[8,47,51,55,71,80,89],valu:[2,4,6,7,8,10,11,12,14,16,17,19,34,35,37,40,41,42,43,44,46,48,50,51,55,56,57,58,59,60,67,70,71,77,79,80,88,89],value1:77,value2:77,value_:56,value_evalu:7,value_rang:12,valueerror:34,values_:58,vanilla:67,varabl:49,vardesc:[17,33,44,46,51,56],vardescbuild:17,vari:[74,80],variabl:[2,8,12,15,16,17,28,32,33,34,35,36,40,41,42,44,45,48,49,50,52,53,56,57,58,60,61,70,71,75,80,81],variablenamemap:71,varialbl:32,varianc:[8,89],variant:[8,36,58,62],varibl:34,varienc:58,varient:58,variou:[17,53],varproto:57,vars_:[17,55],vartyp:[56,59],vartypeinfer:36,vector:[2,8,9,12,15,17,22,24,34,35,40,46,51,52,56,58,67,70,72,87,90],vectorenable_parallel_vector:76,vendor:18,verb:12,verbos:[30,69],veri:[2,8,11,18,23,31,32,43,49,53,55,58,67,74,75,90],verifi:[17,70],versa:61,version:[8,9,18,27,30,32,34,35,37,54,61,62,65,68,70,74,75,76,77,80,81,87],versu:15,vertic:[8,89],vgg:9,via:[19,40,47,61,69,74,80,85,90],vice:61,view:[8,37],viriabl:75,virtual:[36,52,62,68],virtualenv:68,visibl:[26,55,62],visit:14,visual:[8,62,74],vlog:[22,69],voc_dim:90,volum:[62,81],volumemount:[80,81],volumn:80,vutbr:12,wai:[2,7,8,9,15,24,26,42,46,48,50,53,58,60,62,67,68,69,70,79],wait:[10,19,24,75,77],walk:[4,88],wangkuiyi:18,want:[2,8,15,27,32,42,45,47,50,53,55,58,60,61,62,65,68,69,70,75,77,79,87,89,90],warn:[14,30],warp:[8,74],warpctc:8,watch:19,wbia:[80,89],web:62,websit:90,weight:[7,8,9,10,37,53,67,70,77,79,89],weight_act:9,weightlist:70,weights_:70,weights_t:70,welcom:18,well:[27,31,32,48,50,53,56,62,70,77,80,90],were:[7,18],west:80,wether:8,wget:61,what:[6,8,10,18,32,46,49,57,60,71,85,90],whatev:[68,75],wheel:61,when:[1,2,6,7,8,12,14,16,17,18,19,22,23,24,27,30,34,42,43,44,46,48,49,51,58,67,68,69,70,71,72,74,75,77,79,80,81,85,87,88],whenev:[46,69],where:[2,8,9,10,15,17,19,26,33,40,42,44,51,53,58,60,67,70,71,74,77,79,87,89],wherea:[17,23,31,35],whether:[7,8,14,16,17,47,56,58,70,71,77,88],which:[1,2,4,6,7,8,9,10,12,14,15,16,17,18,19,21,23,24,26,27,28,31,32,34,36,37,40,41,43,44,45,46,47,48,49,50,51,52,55,56,57,58,60,67,68,69,70,71,72,74,75,77,79,80,85,88,89,90],whichev:88,while_loop:58,whileloop:58,whileop:17,whl:61,who:[31,33,46,69,87,89],whoever:24,whole:[2,7,12,32,35,38,39,40,45,57,69,75,80,81,85,90],whose:[2,8,12,16,19,26,40,51,52,57,58,67],why:[9,16,39,68],wide:[18,32,75],width:[7,8,12,22,38,47,70,71],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,42,62,68],wirt:34,wise:[8,49,51,72],wish:75,with_avx:[62,75],with_avxcompil:61,with_bia:57,with_c_api:65,with_coveragecompil:61,with_doccompil:61,with_doubl:[70,75],with_doublecompil:61,with_dsocompil:61,with_gpu:[62,68,75],with_gpucompil:61,with_profil:74,with_profilercompil:61,with_python:75,with_pythoncompil:61,with_rdma:75,with_rdmacompil:61,with_style_check:69,with_style_checkcompil:61,with_swig_pycompil:61,with_test:[62,71],with_testingcompil:61,with_tim:[74,75],with_timercompil:61,within:[8,23,60],without:[7,8,19,24,46,47,49,51,71,75],wloop:58,wmt14:67,wmt_shrinked_data:12,woboq:62,won:[74,75,89],wonder:2,word2vec:[27,75],word:[2,7,8,12,33,36,40,49,51,57,58,67,75,79],word_dict:[75,90],word_dim:90,word_id:2,word_idx:12,word_vector:90,word_vector_dim:[8,67,87],words_freq_sort:12,work:[2,4,12,15,17,18,19,41,42,46,47,61,67,68,69,70,74,75,77,80,81,85,90],worker:[49,59,80],workercount:80,workflow:[51,62,80],workspac:[62,69,75,77],world:75,worri:60,wors:88,would:[14,17,18,19,26,31,32,33,41,42,43,46,47,49,56,58,62,68,69,80,85,88,90],wouldn:33,wrap:[31,32,85],wrapper:[9,18,31,42,48,52,58,74],write:[2,12,15,19,26,31,34,36,41,42,46,47,48,49,51,52,58,62,68,73,75,80],write_lock:20,writelin:60,writer:[15,46],written:[17,32,37,42,48,51,52,56,71,72,75],wrong:[2,47],wrote:[34,49],wsize:80,www:[8,12],x64:[61,65],x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,70,75],xgbe0:77,xgbe1:77,xmap_read:12,xrang:[16,32,47,60,70],xxx:[15,58,89],xxxx:20,xxxxxxxxx:80,xxxxxxxxxx:80,xxxxxxxxxxxxx:80,xxxxxxxxxxxxxxxxxxx:80,xzf:61,y_dim:32,y_neg:16,y_po:16,y_predict:60,yaml:[18,75,80,85],yancey1989:27,yann:12,yapf:69,yeild:14,yet:85,yield:[2,12,15,21,47,60,90],yin:8,you:[1,2,4,6,8,9,14,16,27,55,60,61,62,65,67,68,69,70,74,75,77,79,80,85,87,88,89,90],your:[2,8,14,15,18,22,27,30,51,61,62,65,68,69,70,74,75,79,80,85,90],your_access_key_id:80,your_secrete_access_kei:80,your_source_root:39,yourself:8,yum:61,yuyang18:[10,12],z_dim:32,z_size:32,zero:[2,6,8,9,10,12,16,19,32,43,46,56,70,77,80,90],zhidao:87,zip:[12,46],zone:80,zxvf:80},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","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: Functions, Operators, and Layers","Design for GAN","Design Doc: Computations as a Graph","Survey on Graph","The <code class=\"docutils literal\"><span class=\"pre\">IfElse</span></code> Operator","Design Doc: InferVarType","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","RNNOp design","Optimizer Design","Averaging Parameter in PaddlePaddle","Design Doc: The C++ Class <code class=\"docutils literal\"><span class=\"pre\">Parameters</span></code>","Design Doc: PaddlePaddle Programs","Prune","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","Regularization in PaddlePaddle","PaddlePaddle\u53d1\u884c\u89c4\u8303","Design of Scope in Paddle","Design Doc: Selected Rows","Interaction between C++ and Python","Design for TensorArray","Background","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","Build PaddlePaddle for Raspberry Pi","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","PaddlePaddle 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","&lt;no title&gt;","Chinese Word Embedding Model Tutorial","Generative Adversarial Networks (GAN)","Model Zoo - ImageNet","Quick Start"],titleterms:{"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":21,"\u4e0d\u4f7f\u7528":38,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":38,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":38,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":38,"\u4ec5\u4ec5\u4f7f\u7528void":38,"\u4ece\u5feb\u7167\u6062\u590d":20,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":38,"\u4f7f\u7528\u8f6c\u6362\u5e93":21,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":39,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":39,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":29,"\u5206\u652f\u89c4\u8303":54,"\u52a0\u901f\u6267\u884c":20,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":38,"\u52a8\u6001\u6269\u5bb9":20,"\u539f\u56e0":38,"\u539f\u56e0\u5217\u8868":38,"\u53c2\u8003\u6587\u6863":29,"\u540d\u8bcd\u89e3\u91ca":29,"\u57fa\u672c\u8981\u6c42":38,"\u5b9e\u73b0":38,"\u5b9e\u73b0\u65b9\u5f0f":39,"\u5bfc\u51fac":38,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":20,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":38,"\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":29,"\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":39,"\u672f\u8bed":20,"\u67b6\u6784\u56fe":29,"\u6846\u67b6\u751f\u6210":29,"\u6982\u5ff5\u89e3\u91ca":21,"\u6a21\u5757":29,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":20,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":39,"\u6d41\u7a0b\u4ecb\u7ecd":21,"\u751f\u6210sparse\u6587\u4ef6":29,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":29,"\u76ee\u5f55\u7ed3\u6784":39,"\u76ee\u6807":29,"\u793a\u4f8b\u7a0b\u5e8f":21,"\u7b26\u53f7":38,"\u7c7b":38,"\u7f16\u8bd1\u9009\u9879":39,"\u7f29\u5bb9":20,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":38,"\u80cc\u666f":38,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":29,"\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":38,"\u8fdb\u884c\u8bad\u7ec3":21,"abstract":[48,49,50,85],"book\u4e2d\u6240\u6709\u7ae0\u8282":54,"case":79,"class":[32,43,46,70,71],"filemanager\u8bbe\u8ba1\u6587\u6863":29,"function":[18,31,32,46,87],"new":[70,71],"paddle\u52a8\u6001\u5e93\u4e2d":38,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":38,"paddlepaddle\u53d1\u884c\u89c4\u8303":54,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":54,"return":47,"tensor\u5230eigentensor\u7684\u8f6c\u6362":72,AWS:80,Abs:5,DNS:80,EFS:80,For:[18,81],KMS:80,NOT:28,Not:68,The:[17,24,32,33,35,36,41,43,51,52,65],Use:[17,44,75,79,81],Using:[18,24,62,75],With:[27,62],about:32,access:80,account:80,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:80,address:80,addto:8,adversari:88,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,40,45,48,90],all:[55,58],analysi:48,api:[0,3,39,41,42,46,53,57,62],appendix:[85,90],applic:3,approach:74,architectur:[48,67,90],argument:[30,47,65,75,76,79,90],arrai:16,asset:80,associ:[55,80],assumpt:85,async:77,attent:67,attribut:[6,53],auc:7,auto:16,averag:42,avg:11,aws:80,backgraound:16,background:[49,50,58,59,60,71],backward:[33,51,71],base:[27,49],basepool:11,basic:85,batch:47,batch_norm:8,batch_siz:47,beam_search:8,benefit:[49,51],between:[15,46,51,57],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:17,bind:71,block:[17,32,33,44,46,51],block_expand:8,blockdesc:44,book:62,bootstrap:85,brelu:5,bring:85,bucket:80,build:[32,51,61,63,65,68,81],built:74,cach:2,can:55,capi:39,capi_priv:39,cento:61,challeng:[45,49],check:[8,16,70,75],checker:16,checkpoint:[19,20,26],chines:87,choos:[18,80],chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,close:16,cloudform:80,cluster:[25,75,79,80,85],cmake:[18,65],code:[27,46,68,69],column_sum:7,command:[75,78,79,90],commit:81,common:77,commun:77,compar:85,comparis:46,compil:[17,44,51,65,71],compos:47,comput:[17,33,51,53,72],con:85,concat:8,concept:[46,51,80],conclus:[26,34,85],condit:32,config:[3,79],configur:[13,67,73,80,90],conll05:12,connect:8,construct:33,contain:[62,81],content:[39,74,80],context_project:8,contribut:69,control:51,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,48,49],convolut:90,core:[16,46,80],cos_sim:8,cost:8,cpu:[62,79],creat:[47,50,51,55,80,81],creation:[23,42,53],creator:47,credenti:80,crf:8,crf_decod:8,cross:65,cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:52,custom:47,data:[8,12,19,47,48,60,80,81,87,88,90],datafeed:12,dataprovid:[2,3,77],dataset:[12,19,23,75],datatyp:12,decayedadagrad:10,decor:47,deep:17,defin:[71,80,90],definit:59,delet:80,demo:[32,80],dens:26,depend:[32,61],deploi:27,deriv:70,describ:41,descript:[30,51,77,88],design:[15,16,17,19,23,24,25,26,28,31,32,33,36,37,40,41,43,44,46,47,48,49,50,51,52,55,56,58],destroi:[55,80],detail:[22,77],detect:[7,8],detection_map:7,detection_output:8,develop:[51,62,68,73],devic:79,dictionari:[47,87],differ:[51,79],directori:80,discrimin:32,discuss:[32,49],dispatch:[19,23],distribut:[15,19,22,27,48,75,77,80],doc:[15,17,19,23,24,25,26,28,31,33,36,37,43,44,46,47,48,49,50,51,52,56],docker:[27,62,68,81],document:[62,84],doe:28,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:80,download:[61,80,81,87,89],dropout:8,dylib:39,dynam:[19,58],dynet:34,ec2:80,eigen:72,elast:80,elect:26,els:17,embed:[8,87,90],engin:32,enough:16,entri:47,environ:27,eos:8,equat:70,eval:48,evalu:[7,60],event:[14,15],exampl:[15,18,35,39,50,87,88],execut:[17,44,51],executor:28,exp:5,expand:8,expandlevel:8,explain:16,extern:80,extract:[87,89],fabric:75,fault:19,featur:89,file:[17,80,81,90],find:80,first_seq:8,format:[17,19,37,90],forward:[33,71],frame:17,framework:[16,72],from:[15,26,57,61,63,68],full_matrix_project:8,fulli:8,gan:[32,88],gate:67,gated_unit:8,gener:[32,67,68,85,88],get:[64,81],get_output:8,global:[44,46],gotcha:68,gpu:[62,74,77,79],gradient:[16,24,52,70],gradient_print:7,graident:16,graph:[33,34,49,51,53],group:[8,80],gru:[9,77],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:74,handler:[15,38],happen:26,helper:46,hierarchi:17,high:[41,42,53,57],how:[16,22,42,47,51,71,72,73,74],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:80,ident:5,identity_project:8,ifels:35,ifelseop:17,imag:[8,9,27,62,81],imagenet:89,imdb:12,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,28,37,40,42,46,47,51,52,53,70,71,72,88],infer:[14,90],infershap:[44,56],infervartyp:36,info:89,ingredi:15,ingress:29,init_hook:2,initi:[24,32,79,80],input_typ:2,insid:55,inspect:80,instal:[61,63,65,80,85,90],instanc:80,integr:80,interact:57,interfac:[12,16,19,24,25,41,47,50,55,89],intermedi:51,interpol:8,introduc:58,introduct:[1,53,75,87,89],isn:47,job:[19,27,75,80,81],join:8,kei:80,kernel:51,kill:75,kmax_sequence_scor:8,kube:80,kubectl:80,kubernet:[27,75,80,81],lambda_cost:8,languag:17,larg:22,last_seq:8,launch:75,layer:[8,15,31,46,70,79],learn:17,learnabl:8,leval:57,level:[41,42,53,57],libpaddle_capi_shar:39,libpaddle_capi_whol:39,librari:[24,51],limit:48,line:[75,78,90],linear:[5,60],linear_comb:8,linux:75,list:[20,47],local:[48,50,55,79,80],lodtensor:[40,58],lodtensordesc:59,log:[5,69,90],logic:23,logist:90,low:[42,53,57],lstm:[9,77],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:51,main:32,manag:[18,75],map:[47,51],master:[19,23,27],math:8,mathemat:16,matrix:77,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:32,memori:[8,40],messag:57,might:32,migrat:51,mileston:51,mini:47,minibatch:12,misc:8,mix:[8,79],mnist:[12,88],model:[2,3,13,15,22,24,26,32,37,60,62,66,67,75,79,87,88,89,90],modifi:81,modul:[51,72],momentum:10,more:32,motiv:[28,37,45],movielen:12,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:47,multiplex:8,mxnet:34,name:[55,80],nce:8,necess:46,necessari:51,need:[47,68,74],nest:40,network:[9,51,67,79,88,89,90],neural:[67,90],neuralnetwork:60,nlp:[9,77],non:2,norm:[8,53],note:16,numer:16,numpi:16,nvprof:74,nvvp:74,object:19,observ:[87,89],onli:[47,55,62],op_mak:51,openmpi:75,oper:[31,35,42,44,46,49,51,52,56,58,71],opinfomap:51,opkernel:[51,71],opproto:57,ops:53,optim:[10,19,24,33,41,46,73,90],option:[30,61,87],opwithkernel:51,order:30,origin:51,orthogon:55,outlin:76,output:[8,75,80],overview:[26,28,51,55,90],packag:18,pad:8,paddl:[22,47,55,72,81],paddlejob:27,paddlepaddl:[15,17,42,44,48,53,54,62,63,65,68,75,80,84,87],pair:80,parallel_nn:79,paramet:[6,8,14,15,19,24,25,27,42,43,46,49,53,75,77,78,80,87,89],parameteraverageoptim:42,paraphras:87,parent:55,part:33,partit:24,pass:79,path:[26,30],penalti:53,perform:[42,74,77],persist:23,pfsclient:[29,30],pfsserver:29,placement:48,platform:75,pnpair:7,point:80,pool:[8,11],pose:[36,52],power:8,precision_recal:7,predict:[4,89],prefetch:47,prelu:8,prepar:[60,75,80,87,88],preprocess:[87,90],pretrain:87,print:7,privat:80,pro:85,problem:[36,41,52,60],procedur:85,process:[19,24,27,41,51,68],profil:74,program:[17,44,46,75],programdesc:44,project:18,propos:[36,52,53],protobuf:56,protomak:71,provid:[2,47,90],prune:45,pserver:26,pydataprovider2:2,python:[4,16,27,40,41,42,46,47,48,53,57,59,62,70,71,89,90],qualiti:51,queue:[19,23],quick:90,randomnumb:77,rank:7,rank_cost:8,raspberri:65,reader:[12,15,47],realiz:51,recoveri:19,recurr:[8,9,67,90],recurrent_group:8,ref:16,refactor:51,refer:[2,48,49,74],region:80,regist:[36,51,57,71],registr:[51,52],registri:51,regress:[60,90],regular:[24,53],relat:[51,58],relu:5,remark:71,remot:[25,50],render:80,repeat:8,represent:[17,51],requir:[18,32,61],reshap:8,resiz:8,resnet:89,result:[75,81],retri:23,reus:46,review:69,revis:87,rmsprop:10,rnn:[40,58,66,67,77],rnnop:[17,40,51],rotat:8,route53:80,row:56,row_conv:8,row_l2_norm:8,run:[68,71,81],runtim:[27,48],sampl:8,sampling_id:8,save:26,scale:[8,19],scale_shift:8,scaling_project:8,scope:[17,40,51,55],script:81,secur:80,select:[24,56],selectedrow:56,selective_fc:8,sentiment:12,separ:51,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:67,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,49,75,77,80],servic:80,session:[48,50],set:78,setup:[61,80],sextant:85,sgd:77,share:[15,55],should:55,shuffl:47,sigmoid:5,simpl:[60,67],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:47,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[36,45,52],some:68,sourc:[61,63,68],span:61,spars:[24,25,26,56,79],specifi:[79,87],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:17,standard:[69,90],stanh:5,start:[15,64,75,80,81,90],startup:81,step:40,storag:53,store:19,structur:88,style:69,sub_nested_seq:8,subcommond:30,submit:27,suffici:47,suitabl:18,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:15,summari:[37,90],support:58,survei:[34,53,85],synopsi:30,system:80,tabl:39,table_project:8,take:47,tanh:5,task:[19,23],tear:80,tecton:85,templat:80,tensor:[8,51,72],tensorarrai:58,tensordesc:59,tensorflow:34,test:[68,69,70,71,77,79],text_conv_pool:9,theori:16,thi:55,think:32,three:58,timelin:26,timer:74,tip:74,todo:[20,21],togeth:55,toi:88,toler:19,tool:[18,74,75,85],toolchain:65,train:[14,15,19,22,25,27,41,47,48,60,62,75,77,79,80,81,87,88,90],trainer:[14,19,24,26,27,75,80],tran:8,trans_full_matrix_project:8,transfer:90,tune:[74,77],tutori:87,two:16,type:71,ubuntu:61,uci_h:12,uniform:58,unit:[68,69,70,71,77],updat:[15,25,26,80],usag:[40,47,62,72,73],use:[22,47,72],user:[19,87],util:7,value_print:7,vardesc:59,variabl:[46,51,55,59],vector:77,verifi:80,vgg_16_network:9,visual:89,volum:80,vpc:80,warp_ctc:8,what:[22,26,28,68,74],when:[26,55],why:[42,47,51,58,74],wmt14:12,word:[87,90],work:62,workflow:69,wrapper:70,write:[69,70,71,90],yaml:81,zoo:89}})