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_android","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_android.md","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":91,"00186201e":4,"00m":75,"01852v1":8,"03m":75,"0424m":75,"0473v3":9,"055ee37d":81,"0630u":75,"06u":75,"0810u":75,"08823112e":4,"0957m":75,"0ab":8,"0rc":76,"0rc1":54,"0rc2":54,"0x10f256d50":34,"0x7ffe4de00110":34,"100gb":75,"100gi":81,"10g":27,"10m":75,"1150u":75,"11\u5b9e\u73b0\u4e86c":39,"11e6":82,"12194102e":4,"124n":75,"13m":82,"1490u":75,"15501715e":4,"1550u":75,"15mb":91,"16mb":91,"16u":75,"173m":90,"173n":75,"1770u":75,"18ad":81,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":82,"197u":75,"1gb":75,"1st":[88,90],"210u":75,"211839e770f7b538e2d8":9,"215n":75,"228u":75,"234m":90,"2520u":75,"252kb":91,"25639710e":4,"25k":91,"2680u":75,"27787406e":4,"279n":75,"27m":75,"285m":75,"2863m":75,"28m":75,"28x28":2,"2977m":75,"2cbf7385":81,"2nd":8,"302n":75,"30u":75,"32777140e":4,"328n":75,"32u":75,"32x32":12,"331n":75,"3320u":75,"36540484e":4,"365e":81,"36u":75,"3710m":75,"3768m":75,"387u":75,"38u":75,"3920u":75,"39u":75,"4035m":75,"4090u":75,"4096mb":78,"4279m":75,"43630644e":4,"43u":75,"448a5b355b84":82,"4560u":75,"4563m":75,"45u":75,"4650u":75,"4726m":75,"473m":82,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":78,"4yf":8,"50bd":81,"50gi":81,"51111044e":4,"514u":75,"525n":75,"526u":75,"53018653e":4,"536u":75,"5460u":75,"5470u":75,"54u":75,"5690m":75,"573u":75,"578n":75,"5798m":75,"586u":75,"58s":82,"5969m":75,"5delta":8,"6080u":75,"6082v4":8,"6140u":75,"6305m":75,"639u":75,"64m":37,"655u":75,"6780u":75,"6810u":75,"682u":75,"6970u":75,"6ce9":81,"704u":75,"70634608e":4,"7090u":75,"72296313e":4,"72u":75,"73u":75,"75u":75,"760u":75,"767u":75,"783n":75,"784u":75,"78m":75,"7eamaa":12,"7kb":82,"8250u":75,"8300u":75,"830n":75,"849m":75,"85625684e":4,"861u":75,"8661m":75,"892m":75,"901n":75,"90u":75,"918u":75,"9247m":75,"924n":75,"9261m":75,"93137714e":4,"9330m":75,"94u":75,"9530m":75,"96644767e":4,"983m":75,"988u":75,"997u":75,"99982715e":4,"99m":90,"99u":75,"9f18":82,"\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":88,"\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":[42,53,55,71,78],"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":[18,58,91],"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":[8,22,39,42,45,47,48,51,60,62,68,71,72,75,79,81,86,89,91],"char":24,"class":[4,5,6,7,8,9,10,11,12,14,15,17,31,33,34,36,38,41,44,48,51,52,53,55,56,57,58,73,77],"const":[17,22,24,36,43,45,52,55,57,58,71,72,73],"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":[2,6,7,8,9,10,11,12,14,15,17,18,32,36,37,40,45,46,55,56,57,59,62,65,66,69,70,72,76,78,80,81,82,86,91],"enum":[22,24,44,56,57,59],"export":[34,61,76],"final":[8,9,16,34,40,58,60,61,71,72],"float":[2,6,7,8,10,12,36,57,60,71,72,73,75,80,88,90],"function":[2,4,8,9,12,15,17,19,23,24,25,27,33,36,40,42,43,44,45,47,48,49,51,52,53,55,57,58,60,68,71,72,73,75,76,78,86,89,91],"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":[2,4,7,8,15,17,18,32,34,35,40,44,49,55,60,66,68,72,75,76,81,88,89,90,91],"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":[2,6,7,8,9,12,17,22,23,24,27,35,36,38,39,44,46,47,56,57,58,59,71,73,76,80,91],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":38,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":54,"long":[1,8,9,12,62,75],"model\u505a\u5206\u652f\u7ba1\u7406":54,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":21,"new":[2,8,12,16,17,18,19,22,23,24,25,26,42,46,47,48,50,51,53,57,58,69,70,74,81,82,86,89,91],"note\u7684\u4e66\u5199":54,"null":[8,34,71,78],"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":[12,17,31,36,52,55,57,58,71,72,73,76,81,82],"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":[2,6,7,8,9,11,12,14,15,16,17,21,22,24,27,31,32,34,36,40,41,44,45,46,48,50,52,55,57,58,60,68,71,72,73,81,89,90,91],"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":[8,9,32,46,55,58,60,72],"static":[14,24,39,55,57,81,86],"super":[46,71],"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":[17,39,50,81],"tag\u4e3a":54,"throw":81,"true":[2,6,7,8,9,10,11,12,14,15,17,22,35,41,44,45,47,57,58,60,68,71,76,78,80,81,90],"try":[18,19,22,23,24,34,47,55,69,75,89],"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":[17,22,24,31,36,37,38,39,44,45,56,57,71,72,73],"wheel\u5305":54,"while":[1,2,6,12,17,26,34,42,43,47,53,55,62,68,72,73,78,89,91],AGE:[81,82],AWS:[21,74,83,84],And:[2,7,8,10,12,14,16,22,26,27,28,32,34,47,48,55,68,80,81,82,88,90],But:[2,8,9,12,16,31,55,70,76,86],EOS:8,For:[1,2,7,8,9,10,12,14,15,17,23,24,25,27,31,33,36,37,40,42,43,44,45,46,47,48,50,51,52,53,56,57,59,60,61,62,65,66,68,70,71,72,73,75,77,78,80,86,88,90,91],Has:2,IDE:69,IDs:[12,26,91],IPs:76,IRs:48,Ids:91,Into:81,Its:[2,56,68,72,81],K8s:86,NMS:8,NOT:[46,72],Not:[15,19,86],ONE:2,OPs:[48,49],One:[7,9,14,16,26,37,50,55,68,71,78,89,91],Ops:[51,53,57,72],PFS:29,QoS:82,Such:[36,46,58],THE:2,TLS:[15,29,81],That:[8,12,47,62,78,80],The:[1,2,4,5,6,7,8,9,10,12,14,15,16,18,19,23,25,26,27,28,30,34,37,39,40,42,44,45,46,47,48,49,50,53,55,56,57,58,59,60,61,62,63,65,68,69,70,71,72,73,75,76,78,80,81,82,87,88,89,90,91],Their:[2,8,19],Then:[4,8,9,31,36,45,61,62,68,71,75,76,81,82,88],There:[7,8,12,14,15,17,18,19,24,26,27,30,34,40,42,43,46,53,55,56,60,62,65,72,75,81,89,90,91],These:[7,17,33,41,53,56,57,76,80],Use:[2,7,12,15,30,47,51,62,66,71,75,78,79,81],Used:[9,51],Useful:2,Using:[19,42,51,53,55,69,73,82],VMs:69,VPS:81,WITH:66,Will:[12,14],With:[2,8,9,44,58,60,89],YES:27,Yes:[62,69],___fc_layer_0__:81,__doc__:57,__file__:27,__gradient_machines__:14,__impl__:57,__init__:[32,41,46,58,71],__main__:[32,90],__metaclass__:72,__name__:[32,90],__param_conf__:14,__rnn_step__:68,__tmp_params__:14,__va_args__:52,_binari:18,_create_global_var:46,_dtype:34,_error:89,_librari:18,_link:9,_loss:32,_op:[34,72],_proj:8,_res2_1_branch1_bn:90,_source_language_embed:[68,88],_target_language_embed:[68,88],_test:18,_value_index:34,a_op:72,aaaaa:21,aaaaaaaaaaaaa:81,abc:8,abi:65,abil:32,abl:[8,15,36,41,46,48,50,59,86,89],about:[4,8,9,17,18,27,30,40,48,55,57,60,65,66,72,75,77,78,81],abov:[2,4,7,8,15,17,18,19,23,31,33,40,41,42,44,46,48,50,57,58,60,62,65,69,70,72,73,75,81,82,86,89,90,91],abs:[8,9,16,32,89],abs_numerical_grad:16,absolut:[1,65,66],acceler:[20,42,80],accept:[2,4,6,8,12,15,47,51,65,91],access:[1,8,9,15,18,23,26,27,46,48,68,76],accessmod:81,accessor:46,accomplish:62,accord:[1,2,7,8,16,24,33,48,49,51,58,72,76,77,78,80],accordingli:[4,7,8,71],account:[51,70,86],accrodingli:22,accumul:[19,24,42],accur:[16,26],accuraci:[7,71,91],achiev:[42,75],ack:78,across:[8,12,40],act1:34,act2:34,act:[8,9,17,34,46,48,50,58,60,68,91],act_output:57,act_typ:[34,91],action:81,activ:[4,9,13,18,34,46,48,53,57,60,61,68,71,73,78,91],activi:9,actual:[2,22,32,34,42,57,60,73],adadelta:91,adagrad:[42,56,91],adagradoptim:41,adam:[15,24,32,91],adamax:91,adamoptim:[88,91],adapt:[7,10,14,60],add:[2,8,9,12,14,16,17,18,22,26,31,35,41,42,45,46,48,49,51,53,55,60,61,66,69,70,71,72,73,75,80,91],add_activ:46,add_bia:46,add_depend:18,add_execut:18,add_input:[40,71],add_memori:40,add_output:40,add_scalar:[17,44],add_sum:46,add_test:[18,71],add_to:8,add_two:[17,40],add_unittest_without_exec:71,addattr:[57,72],addbia:71,addcom:[57,72],added:[2,7,14,17,42,49,53,70,71,72],adding:[53,70,90],addinput:[57,72],addit:[8,9,51,53,58,62,72,73,91],addop:[31,73],addoutput:72,addr:19,address:[19,24,48,50,62,75,76,78,86],addrow:71,addtolay:8,addtyp:57,adjust:60,admin:86,administr:[26,69,86],adopt:32,advanc:[16,68,75,78],advantag:[16,42,76],adversari:[32,47],advic:75,affect:[8,17],afford:23,afi:2,aforement:18,after:[8,9,12,17,18,23,24,26,30,43,46,48,49,61,62,65,68,70,71,72,73,76,78,80,81,82,89,90,91],again:[15,19,42,75],against:81,age:12,agg_level:8,aggreg:81,ago:18,aid:75,aistat:8,alex:8,alexnet_pass1:80,alexnet_pass2:80,algorithm:[8,10,23,42,53,60,68,88],alia:[5,6,8],align:[8,9,12],all:[2,6,7,8,14,15,17,18,19,22,24,26,27,28,30,32,33,34,37,39,40,41,42,44,46,48,50,51,57,60,62,65,66,68,69,71,73,75,76,77,78,80,81,82,86,88,89,90,91],alloc:[6,24,27,71,73,80],allow:[15,24,42,48,53,62,70,71,75,78,81,91],allow_only_one_model_on_one_gpu:[77,78,80],almost:[60,69,76,88],alpha:[18,53],alreadi:[18,19,46,48,49,55,62,66,75,76,78,81,82],alreali:77,also:[1,2,8,9,12,15,17,18,22,25,31,32,33,34,42,43,44,45,46,47,53,55,57,58,61,62,65,68,69,71,72,75,76,82,86,89,90,91],altern:72,although:60,altogeth:86,alwai:[4,8,9,14,18,37,47,50,56,60,78,81],amazon:[81,82,91],amazonaw:81,amazonec2fullaccess:81,amazonelasticfilesystemfullaccess:81,amazonroute53domainsfullaccess:81,amazonroute53fullaccess:81,amazons3fullaccess:81,amazonvpcfullaccess:81,ambigu:47,amd64:[61,81],amend:70,among:81,amount:75,analysi:[60,75],analyz:91,ancestor:[44,46],andd:81,android:66,android_abi:65,android_api:65,android_arm_neon:65,android_native_api_level:65,android_standalone_toolchain:65,android_toolchain:65,ani:[1,2,8,9,12,15,18,19,24,26,27,36,37,42,46,47,48,49,50,52,53,66,69,72,73,75,76,81,91],annoi:76,anoth:[2,8,14,15,17,27,46,55,57,62,69,78,81],anroid_arm_mod:65,ans:81,answer:[60,70,81],anyth:[12,47,81],anytim:32,anywai:65,api:[12,14,15,18,24,25,27,29,31,32,34,40,43,51,54,58,59,61,65,66,71,72,75,76,81,85,86,87,89,91],api_shar:18,api_test:18,api_trainer_config_helpers_lay:68,apiserv:81,apivers:[81,82],appear:33,append:[2,14,46,47,68,70,71,76],append_backward_op:41,append_gradient_machin:14,append_op:46,append_oper:46,appleclang:61,appleyard:75,appli:[8,32,33,55,68,71,91],applic:[33,46,51,62,70,72,75,76,81,82,86],applyl1:22,appoint:72,appreci:70,approach:[8,42,43,48,49,53,65,66,86],approxim:42,apt:61,arbitrari:[8,37,48,73],arch:65,architectur:[65,76,88],archiv:[12,38,39],area:32,arg:[2,7,9,34,41,57,60,72,77,89,90,91],arg_nam:8,argu:45,argument:[2,4,8,12,17,22,23,41,43,45,46,50,68,70,71,78,79,88,89,90],argv:90,arm64:65,arm64_standalone_toolchain:65,arm:[65,66],arm_standalone_toolchain:65,armeabi:65,arn:81,around:[2,8,26,46,81,86],arrai:[4,6,8,12,14,24,33,44,46,47,51,58,60,72,90],arrang:58,arrow:32,art:60,articl:[33,66,69,76,82],artifact:81,artifici:89,arxiv:[8,9,32,89],as_row_vector:8,as_step_input:17,asgd:42,ask:[19,26,69],assign:[7,8,23,73,76,78,81,86],associ:[43,52,73],assum:[7,8,17,48,68,80,88],assur:1,astyp:[47,72,89],asyc:19,async:[19,77],async_count:78,async_lagged_grad_discard_ratio:78,async_lagged_ratio_default:[77,78],async_lagged_ratio_min:[77,78],asynchron:[19,76,78],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:[6,8,9,17,34,44,45,46,57,68,72],attr_map:57,attrdesc:44,attribut:[2,8,9,13,17,44,49,51,55,57,58,71,72,88],attributemap:72,attrproto:57,attrtyp:[44,57,72],attrvalu:57,auc:77,aucvalidationlay:78,authent:81,author:[29,81,90],auto:[17,22,38,45,51,55,58,70,71,72,73,75],autom:[76,81],automak:61,automat:[8,15,24,31,41,48,49,51,57,61,62,68,70,71,72,76,77,78,81],automaticli:8,avail:[19,24,49,50,61,81,86],averag:[7,8,11,14,23,78,90,91],average_test_period:[77,78],averagepool:8,avg:[75,91],avgcost:91,avgpool:[8,91],avoid:[16,17,19,42,43,75],avx:[61,62],await:82,awar:[15,40,46,62,65,69,81],awk:76,aws:29,aws_account_id:81,awsaccountid:81,awskeymanagementservicepowerus:81,aync:49,b2t:88,b363:82,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:82,ba5f:81,back:[2,14,19,32,42,48,62,72],background:[7,8,53,76],background_id:[7,8],backpropag:16,backward:[5,8,9,16,17,22,24,32,41,42,43,45,52,53,68,71,78,80],backward_first:68,backward_op:16,backwardactiv:71,bag:91,baidu:[60,82,88],baik:88,bake:48,balanc:[49,78,81,89],bare:[82,86],barrier:[76,78],barrierstatset:75,basci:34,base:[7,8,11,12,15,23,36,41,42,48,51,52,53,58,60,65,68,69,71,72,75,78,81,88,89,91],baseactiv:9,baseev:14,basematrix:71,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,14],bash:[62,69,76,81,82],bashrc:61,basic:[2,8,14,34,44,51,52,58,62,71,91],batch:[2,8,9,12,14,15,17,19,21,22,32,35,40,42,58,70,71,78,81,82,89,90,91],batch_0:90,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:[2,12,32,60,88,89,91],batch_szi:32,batch_z:32,batchnorm:32,batchsiz:[8,71],bazel:18,bbbbb:21,bbox:[7,8],bcd:8,bcebo:12,bcm2708:66,bdist_wheel:54,beacus:34,beam:[8,68,78],beam_gen:[8,68],beam_search:[14,68],beam_siz:[8,68,77,78,80],becaus:[4,7,8,12,15,17,18,19,24,43,46,47,48,53,55,56,58,59,65,68,69,71,73,80,81,91],becom:[49,55,75],been:[2,9,18,23,61,69,70,91],befor:[4,8,9,19,26,30,33,42,43,47,53,62,65,70,72,81,86],begin:[4,7,8,22,24,30,33,71,76],beginiter:[14,15],beginn:68,beginpass:[14,15],begintrain:15,behavior:75,behind:58,being:[26,45,47,73,89],belong:[8,48,55],below:[2,8,17,19,24,37,43,47,48,49,53,58,59,65,68,71,75,76,81,89,91],benchmark:37,benefit:[9,26,27],bengio:8,besid:[1,8,12,48],best:[8,18,61,62,69,78,91],besteffort:82,beta1:10,beta2:10,beta:[32,90],better:[8,9,18,60,81,86,89],between:[7,8,14,18,19,24,39,43,49,50,52,55,60,72,73,81,89,91],bgr:90,bi_gru:9,bi_lstm:9,bia:[8,9,46,68,71,90],bias:[8,71],bias_attr:[8,9,46,60,68],bias_param_attr:9,biases_:71,biasparameter_:71,biassiz:71,bidi:82,bidirect:[8,9,68],big:[49,75,86],bigger:19,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:75,bin:[61,62,76,81,82],binari:[2,7,8,12,18,27,32,37,48,69,75,81,88,91],bind:[31,55],bison:61,bit:91,bla:61,black:32,blank:[8,81],block:[8,20,22,24,28,36,40,41,48,49,60,71,72,73,75,78,90],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:[12,51,68,87],bool:[2,6,7,8,9,10,11,12,14,17,35,45,46,56,57,58,59,71,78,80,91],boot:[8,68,86],boot_bia:8,boot_bias_active_typ:8,boot_lay:68,boot_stat:58,boot_with_const_id:8,bootstrap:61,bootstrapp:86,borrow:[32,58],bos_id:[8,68],both:[5,6,8,9,15,17,18,19,26,32,36,45,48,49,56,62,68,71,72,73,75,76,81,89,90,91],bottleneck:[75,90],bottom:14,bound:8,boundari:48,boundri:7,bow:91,box:[8,32,75],brace:[17,33],brain:26,branch:[8,15,17,18,35,44,48,54,70,72],breadth:78,break_if:58,brew:61,brief:[18,24,73],briefli:75,bring:73,broadcast:[19,51,86],broken:70,brows:62,browser:[62,81],bsd:69,bucket_nam:81,buddy_alloc:70,buf:22,buf_siz:12,buffer:[2,12,22,37,42,47,55,78],buffer_s:12,buffered_read:47,bug:[70,81],build:[8,12,18,27,33,34,42,48,53,54,57,60,62,64,70,72,74,76,78,81,83,84,88,90,91],build_android:65,build_dict:12,build_model:32,builder:70,built:[18,48,57,58,61,62,65,66,69,86,89],bunch:[37,75,76,91],button:[70,81],c11:38,c703c041:70,c99:39,c99e:81,cach:[48,91],cache_pass_in_mem:[2,91],cachetyp:[2,91],cacul:[9,76],caff:17,caffe2:17,calc_batch_s:2,calcul:[2,7,8,9,16,19,24,68,71,75,76,78,80,89],call:[2,7,8,9,14,15,16,17,22,23,24,25,27,32,33,40,41,46,48,51,52,55,57,58,60,62,68,69,71,72,73,75,76,78,81,90,91],callabl:[2,6,8,12],callback:71,caller:[16,81],can:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,22,23,26,27,31,32,33,34,36,40,41,42,44,45,46,47,48,49,50,51,52,53,57,58,60,61,62,65,66,68,69,70,71,72,73,75,76,77,78,80,81,82,86,88,89,90,91],can_over_batch_s:2,cancel:26,candid:8,cannot:[50,51,55,58,71,72],cantain:34,capabl:[43,51,61],capac:[53,81],capi:38,capi_prvi:39,caption:60,captur:[60,76],card:76,care:[9,27,47,77,78,86],carefulli:[78,90],caret:14,carpedm20:32,cast_to_op_attr:57,cat:[62,76,90],categori:[8,12,19,91],categorig:12,categoryfil:82,caus:[19,30,72],caution:[81,82],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:86,central:53,ceph:[21,82],cephf:[21,27,29],certain:[1,41,55,77],certif:[15,29,81],cffi:38,cfg:82,cgo:38,chain:[12,33,71],challeng:[8,19,35],chanc:[15,71,91],chang:[8,12,18,23,27,43,44,47,52,55,60,62,65,68,70,71,72,73,75,76,78,81,91],channel:[8,9,75,90],channl:90,chapter:40,chapter_data:40,chapter_out:40,charact:91,character:60,characterist:80,check:[2,12,17,18,45,51,60,61,62,70,72,78,80,81],check_align:12,check_attr:57,check_eq:71,check_fail_continu:2,check_grad:[16,72],check_l:71,check_sparse_distribution_batch:[77,78],check_sparse_distribution_in_pserv:[77,78],check_sparse_distribution_ratio:[77,78],check_sparse_distribution_unbalance_degre:[77,78],check_styl:70,checker:51,checkgrad:78,checkgrad_ep:78,checkmark:86,checkout:70,checkpoint:[45,49],checksum:29,child:17,china:62,chmod:[61,81],choic:[18,62],choos:[28,65,69,78,91],chosen:[1,32],chunk:[23,29,89],chunk_schem:7,chunktyp:7,cifar:89,circl:33,claim:81,claimnam:81,clang:[38,61,62,65,70],clarifi:7,classfic:90,classic:[8,60],classif:[2,4,8,33,80,90,91],classifi:[8,32,89,90,91],classification_cost:[48,91],classification_error_evalu:[7,89,91],classification_evalu:7,claster:81,clean:[4,17,18,43,51,69,70],clear:[7,18,43,55,66],clearer:[43,46],clearli:55,cli:81,click:[70,75,81],client:[22,25,51],clip:[6,9,78,91],clock:8,clone:[8,61,62,65,66,69,70],close:[2,47,50,70],closer:60,cloud:[18,19,27,29,30,50,51,86],cloud_read:12,cls:91,cludform:81,cluster:[12,14,15,17,19,24,48,50,77,78,82,91],cluster_test_fil:76,cluster_train:76,cluster_train_fil:76,cluster_train_v2:76,cm469:81,cmake3:61,cmake:[39,61,65,69,70,71,72,75],cmake_build_typ:[65,66],cmake_install_prefix:65,cmake_system_nam:[65,66],cmakelist:[18,71],cmatrix:[38,39],cmd:82,cna:8,cname:81,cnn:[8,82,90,91],coars:31,code:[2,4,8,12,15,18,26,28,31,32,33,37,41,42,43,45,47,48,49,51,52,53,57,58,60,61,62,63,68,71,72,73,74,75,76,81,82,89,91],codebas:[51,70],coeff:8,coeffici:8,collabor:19,collect:[8,12,14,60],collectbia:71,color:90,colour:12,column:[7,8,33,47,50,71,88],column_evalu:7,com:[8,9,12,18,32,61,62,65,66,69,70,81,82,86,90],combin:[7,8,9,12,14,41,51,55,89],come:[44,58],comma:[14,24,78,88],command:[1,4,18,22,27,30,60,61,62,65,66,69,70,71,72,74,75,81,82,83,84,88,89,90],commandlin:75,commenc:91,comment:[18,34,57,70,72,91],commit:[18,70],common:[21,53,68,71,77],commonli:[30,53,66,68,75,80],commun:[19,24,25,48,49,70,71,76,81],compar:[16,18,51,69,71,72,89,91],comparison:18,compat:[2,31],competit:89,compil:[8,18,34,36,48,52,56,57,59,61,62,69,71,76],complaint:18,complet:[4,8,9,12,14,17,19,23,24,29,33,37,51,71,72,73,81,82,86,91],complex:[1,2,9,26,47,51,68,75,91],complic:[8,31,48,58],compon:[34,48,58,71],compos:[12,15,31,34,40,46,51,89],composenotalign:12,composit:31,compress:23,compromis:69,comput:[8,9,15,16,19,34,37,41,42,48,49,50,52,55,59,60,61,62,65,66,68,69,70,71,72,75,76,80,81,91],computation:[8,68],computationgraph:34,conat:8,concat:[32,68],concaten:[9,32,40,58],concentr:51,concept:[2,7,15,31,32,34,40,42,43,44,50,55,58,59,62,68],conceptu:[32,34],concern:15,concis:[32,58],conclud:72,concret:[51,72],concurr:[19,26,49,76],concurrentremoteparameterupdat:78,cond:[17,35,44],condit:[8,23,35,48,68,82],condtion:32,conduct:75,conf:[4,8,76,88,89,90],conf_paddle_gradient_num:81,conf_paddle_n:81,conf_paddle_port:81,conf_paddle_ports_num:81,conf_paddle_ports_num_spars:81,confid:8,confidence_threshold:8,config:[2,6,8,21,30,60,71,77,78,81,82,86,88,89,90,91],config_:[22,78],config_arg:[77,78,80,90,91],config_bas:[7,8,14],config_lay:71,config_len:24,config_pars:[4,71],config_proto:24,configur:[0,1,2,4,8,14,22,24,26,27,34,46,49,60,65,66,67,69,70,71,72,73,75,76,78,86,88,90],confirm:30,conflict:[55,70],confus:32,congest:78,conll:12,connect:[1,9,27,48,49,60,71,76,81,82,86,89,90,91],connectionist:8,consequ:[8,9],consid:[7,8,45,61,62,69,75,80,86],consider:[2,9],consist:[7,8,12,23,37,44,47,51,52,57,72,90,91],consol:[75,81],consolid:17,const_cast:72,constant:[34,36,50,71,72],constraint:[48,55],construct:[2,4,7,15,34,40,46,51,55,57,59,68],constructbackwardgraph:33,constructoptimizationgraph:33,constructor:[46,51,55,57,71,72],consum:19,contact:26,contain:[2,7,8,9,11,12,14,15,17,23,28,32,34,37,43,46,50,51,52,55,56,57,58,59,63,68,69,72,76,81,90,91],container:76,containerport:81,content:[24,30,37,82],content_len:24,context:[8,9,12,55,56,68,72,73,88,91],context_attr:9,context_len:[8,9,91],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,91],contin:81,continu:[2,7,19,37,65,76,78],contrast:8,contrib:53,contribut:[53,63,69,74],contributor:51,control:[6,17,50,62,78,81,82,86],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:[24,70,72],converg:[76,89],convers:48,convert:[2,4,12,21,47,52,88,90,91],convlay:8,convolut:[8,9,12,32,46,89,90],convoper:8,convtran:8,convtranslay:8,cool:[2,70],coordin:[19,24],copi:[14,15,23,26,30,33,40,42,58,62,70,76,81,89],copy_shared_paramet:89,copytonumpymat:89,core:[2,6,34,39,42,43,58,69,78],coreo:[81,86],corner:51,corpu:12,correct:[2,8,16,71,72,81],correctli:[7,12,32,71,89],correl:60,correspoind:15,correspond:[2,4,15,17,18,34,35,40,46,50,51,52,53,57,60,71,72,73],corss_entropi:15,cos:[8,57],cosin:[8,57],cosineop:57,cosineopproto:57,cosineopprotomak:57,cost:[4,14,15,33,41,44,45,48,50,60,78,89,91],cost_id:8,cost_np:45,cost_val:48,could:[2,4,8,12,14,15,16,23,40,41,42,43,44,46,47,48,49,52,62,65,69,75,76,81,91],count:[7,19,27,45,47,75,76,78,80,82,88],counter:[19,23,33],coupl:60,cours:[7,27,69],cover:73,coverag:61,coveral:61,coveralls_uploadpackag:61,cpickl:90,cpp:[16,22,31,38,39,43,49,51,59,71,75,91],cpu:[1,2,6,8,16,27,42,43,48,50,51,53,54,61,69,72,73,75,78,82,89],cpu_per_p:50,cpu_per_train:50,cpuinfo:62,cpuplac:[72,73],cpusparsematrix:39,crash:[19,75,76,78],creat:[4,6,8,12,14,15,16,17,19,24,29,30,31,32,33,40,41,42,43,46,52,53,60,61,62,65,69,70,71,72,76,78,86,88,89],create_backward_pass:41,create_bias_paramet:71,create_block:46,create_cloud_job:50,create_doc_str:57,create_input_paramet:71,create_op:72,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:89,createfromconfigproto:[4,89],creategradientoper:52,createop:57,createoper:17,createstack:81,createvari:17,creation:[31,81],creationd:81,creator:[12,21,51,52],creator_:52,credenti:30,credit:89,critic:32,crlf:70,crop:90,crop_siz:90,cross:[8,46,72,91],cross_compil:66,cross_entropi:[8,15,32,50,89],cross_entropy_with_selfnorm:8,crt:29,csc:71,csr:71,ctc:7,ctc_evalu:7,ctest:[62,69,72],ctor:46,ctrl:[69,76],ctx:[72,73],cuda:[18,51,61,62,69,75,76,78],cuda_dir:[77,78],cudaconfigurecal:75,cudadevicegetattribut:75,cudaeventcr:75,cudaeventcreatewithflag:75,cudafre:75,cudagetdevic:75,cudagetdevicecount:75,cudagetdeviceproperti:75,cudagetlasterror:75,cudahostalloc:75,cudalaunch:75,cudamalloc:75,cudamemcpi:75,cudaprofilerstart:75,cudaprofilerstop:75,cudaruntimegetvers:75,cudasetdevic:75,cudasetupargu:75,cudastreamcr:75,cudastreamcreatewithflag:75,cudastreamsynchron:75,cudeviceget:75,cudevicegetattribut:75,cudevicegetcount:75,cudevicegetnam:75,cudevicetotalmem:75,cudnn:[8,11,18,61,78],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[77,78],cudnn_convt:8,cudnn_dir:[77,78],cudrivergetvers:75,cuinit:75,cumul:8,curl:[61,81],curli:[17,33],current:[2,8,17,18,19,22,24,40,42,43,46,49,50,55,58,60,62,68,69,71,76,78,81,87,91],current_block:[44,46],current_oper:44,current_word:68,currentcost:91,currentev:91,curv:15,custom:[1,2,15,27,32,42,51,71,81],custom_batch_read:47,cut:[49,58],cutoff:12,cxx_compil:[65,66],cycl:19,cyclic:8,cython:38,d3e0:81,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:70,dalla:2,dandroid_abi:65,dandroid_arm_mod:65,dandroid_arm_neon:65,dandroid_standalone_toolchain:65,danger:2,dangl:69,darwin:81,dash:32,dat:21,data:[0,1,2,4,7,14,15,16,17,21,22,23,29,32,33,34,36,37,40,41,42,43,44,46,49,50,51,53,55,56,57,58,59,61,62,68,71,72,73,75,76,77,78,80,83,90],data_batch_gen:89,data_dir:88,data_fil:60,data_i:32,data_initialz:91,data_lay:[2,22,60,89,91],data_read:[12,47],data_reader_creator_random_imag:47,data_shar:58,data_sourc:89,data_typ:[12,37,56,59,68],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:91,dataprovider_emb:91,dataproviderconvert:4,datasci:8,dataset:[0,2,21,27,42,47,60,68,78,88,90,91],datatyp:[56,59],date:76,dcgan:[32,89],dcmake_install_prefix:[61,65,66],dcmake_system_nam:[65,66],ddim:73,dead:19,deal:[86,89],debian:62,debug:[2,16,30,48,70],debug_str:34,decai:10,decar:12,decayr:22,decent:23,decid:[15,26,32,37,42,47,52,53,56,87],declar:[8,17,32,40],decod:[8,9,68],decoder_boot:68,decoder_group_nam:68,decoder_input:68,decoder_mem:68,decoder_prev:9,decoder_s:68,decoder_st:[9,68],deconv:[8,32],deconvolut:8,decor:[2,12,71],decreas:60,decrypt:81,deduc:51,deep:[8,26,32,33,51,53,60,62,64,75,89,90,91],deeper:[60,62,90],def:[2,8,12,15,16,21,27,31,32,34,40,41,46,47,57,58,60,68,71,72,89,90,91],def_block:32,defalut:[8,78,80],default_block:32,default_devic:80,default_param_attr:46,default_st:58,default_valu:80,defaultinfervartyp:36,defect:43,defer:26,defferenct:2,defin:[1,2,8,9,12,14,15,17,18,19,26,31,32,34,40,44,46,47,49,51,55,57,58,60,68,71,73,76,78,88,89],define_py_data_sources2:[2,60,90,91],definit:[2,17,19,23,28,44,48,52,57,58,60,62,72,88,91],definiton:31,degre:8,delai:[42,73,78],delar:91,delet:[27,29,70,87],deletestack:81,delimit:7,deliv:86,delta:[8,16],delv:8,demand:19,demo:[8,12,51,76,82,83,88,89,90,91],demolish:82,demonstr:[60,68,73,89],denot:[72,80,91],dens:[2,8,12,24,25,56,71,81,91],dense_arrai:12,dense_vector:[2,4,12,60],dense_vector_sequ:12,dep:18,depend:[17,18,19,27,28,34,45,48,49,56,60,62,65,66,69,72,76,80,86],dependent_var:45,deploi:[8,76,80,86],deploy:[34,37,51,76,81,86],deprec:8,depth:17,dequeu:49,deriv:[5,15,35,41,65],desc:[17,37,46,57,58],desc_:17,descend:58,descent:[8,19,42,76],descproto:37,describ:[15,17,18,23,37,43,44,46,51,56,57,59,60,71,72,73,81,82,89,91],describestack:81,describestackev:81,describestackresourc:81,descript:[4,7,17,18,36,37,52,56,59,61,70,72,76,79,81],deseri:[14,37,43],deserializ:51,desgin:33,design:[2,8,12,22,38,42,53,72,86],desir:[19,42,81,82,88],destin:[24,30],destroi:17,destruct:55,destructor:71,det_output:7,detail:[2,4,6,7,8,9,10,16,23,27,30,32,34,37,40,46,48,50,53,55,58,59,61,66,68,69,71,72,73,75,76,79,80,81,82,86,88,89,90,91],detect:[36,62,65,70],detection_evalu:7,detection_output:7,determin:[2,8,12,17,51,71,89],dev:[51,61,62,65,69,86],dev_ctx:17,devel:61,develop:[18,36,43,46,52,54,61,66,70,73,76,77,78],deverlop:78,deviat:6,devic:[6,28,34,43,48,50,51,72,73,78],device_context:72,device_context_:72,devicecontext:[17,72],deviceid:80,devid:[8,78],dhcp:86,diagnos:76,diagram:[40,76,90],diamond:32,dict:[2,7,12,14,46,50,76,91],dict_fil:[7,91],dict_siz:[12,22],dictionai:91,dictionari:[2,7,8,12,14,15,16,46,50,80,90,91],did:[2,43],diff_mat:16,differ:[2,7,8,14,17,18,19,24,26,28,32,34,35,42,45,48,49,50,52,55,58,60,62,68,71,72,73,76,78,81,82,88,90,91],differenti:[31,72],difficult:[7,16,60,69],dig:[62,75,81],digit:[2,8,76],digraph:34,dilat:8,dilation_i:8,dim0:72,dim1:72,dim:[8,12,22,37,40,51,56,59,71,72,73,88,90,91],dim_:73,dimens:[5,8,9,11,12,32,51,56,58,71,72,73,80,88,91],dimension:[2,60,68,71,73,89,91],dimenst:88,dimes:8,dir:[65,90,91],dirctori:62,direct:[8,9,42,62,90],directli:[1,2,9,18,25,27,43,48,57,58,60,62,76,82],director:72,directori:[1,8,18,21,26,29,30,61,62,65,66,69,73,75,76,78,82,87,90,91],diretcoti:90,dis_conf:89,dis_train:89,dis_training_machin:89,disabl:2,disadvantag:[42,46],discard:[12,19,23,78],discount:8,discov:19,discoveri:81,discrep:75,discrim:32,discrimin:89,discriminator_train:89,discuss:[15,17,23,24,25,48],disk:[37,69,82],dispatch:[43,48,76,78],displai:[27,30,70],dist:54,dist_train:[15,27],distanc:7,distibut:88,distinguish:[18,76,89],distribut:[8,17,23,24,25,26,49,50,51,59,61,74,82,83,84,86,89,91],distribute_test:[77,78],distributedli:[48,71],disucss:15,divid:[10,28,57,59,77],diy_beam_search_prob_so:[77,78],dmkl_root:61,dns:81,do_forward_backward:47,doc:[4,12,34,40,58,61,62,72,73,76],dockefil:69,docker:[54,63,70,76,81,83,84,86],docker_build:15,docker_clust:76,docker_push:15,dockerfil:[62,65,66,69],dockerhub:62,document:[2,4,9,16,29,33,40,51,61,69,70,72,73,76,80,91],documentari:2,doe:[2,4,9,19,23,24,26,27,34,43,46,47,48,49,51,52,53,60,69,71,72,73,75,91],doesn:[6,8,12,15,17,47,50,65,69,70,75,82],dog:90,doing:[22,26,33,48,75],domain:81,don:[9,15,18,31,33,47,60,69,70,72,81],done:[7,8,9,18,19,23,24,36,37,42,48,52,53,70,75,81,89],dopenblas_root:61,dot:[9,72,78,90],dot_period:[78,80,89],dotmuloper:8,dotmulproject:8,doubl:[2,8,33,48,61,72,78],down:[75,91],download:[12,18,19,22,26,29,62,76,86,89,91],doxygen:61,dozen:18,drive:55,driver:76,drop:[2,9],drop_rat:6,dropout:[6,9,71,91],dropout_r:8,drpi_arm_neon:66,drpi_toolchain:66,drwxr:82,dst:24,dtoh:75,dtype:[4,34,46,60,90],due:[23,26,32,46],dummi:[14,23],dump:37,duplic:49,durat:[23,75],dure:[1,2,8,9,17,19,23,26,27,42,51,60,71,72,77,78,81,86,91],durn:2,duse_eigen_for_bla:65,dwith_c_api:[39,65,66],dwith_doc:61,dwith_gpu:66,dwith_profil:75,dwith_python:[39,66],dwith_swig_pi:[39,65,66],dwith_test:72,dwith_tim:75,dynam:[1,2,24,39,47,61,75,78],dynamic_cast:71,dynamic_recurrent_op:58,e2e:86,each:[1,2,4,7,8,9,11,12,14,16,18,19,22,23,24,26,27,28,33,36,40,43,45,46,47,48,49,51,52,55,56,57,58,60,62,68,71,76,78,80,81,86,88,90,91],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:[70,72],eas:[12,36,47,72,90],easi:[16,42,47,51,53,62,70,71,76,91],easier:[15,47,49,58,69,70,71],easili:[15,32,47,52,55,60],echo:62,edg:50,edit:[7,62,69,81],editor:[46,62,69],edu:[12,81,82],eeoi3ezpr86c:81,effect:[2,14,78,81],effici:[1,2,8,37,48,68,69,71],effort:48,efg:8,efs:81,efs_dns_nam:81,efsvol:81,eigen:[42,51,53,65,72],eigen_test:73,eigen_use_gpu:72,eigenmatrix:73,eigenscalar:73,eigentensor:73,eigenvector:73,either:[8,9,12,14,15,32,35,36,40,42,53,75,91],elb:81,elbapis:81,elec:91,electron:[82,91],elem_dim:8,element:[2,4,7,8,9,12,14,16,23,34,47,49,50,51,72,73,91],element_typ:24,elementari:51,elif:[15,57],els:[15,22,27,32,35,36,48,49,55,57,62,69,71,72,90,91],emac:[62,69],email:70,emailweixu:18,emb1:22,emb2:22,emb:[82,91],embed:[15,17,22,36,49,56,58,68,76],embedding_lay:[22,91],embedding_nam:[8,68],embedding_s:[8,68],emphas:75,empir:8,emplace_back:71,emploi:[57,68],empti:[7,12,19,60,72],enabl:[2,6,8,17,18,23,34,49,69,70,75,76,78,81],enable_grad_shar:[77,78],enable_parallel_vector:78,enc_proj:[9,68],enc_seq:9,enc_vec:68,encapsul:[24,50],encod:[9,23,68],encoded_proj:[9,68],encoded_sequ:[9,68],encoded_vector:68,encoder_last:8,encoder_s:68,encount:22,encourag:48,encrypt:81,encrypt_decrypt:81,end2end:86,end:[2,7,8,14,17,34,43,47,55,60,68,69,70,78,88],end_pass:15,end_po:8,endforwardbackward:14,endian:37,enditer:[14,15],endpass:[14,15],endpoint:[12,21,81],endtrain:15,engin:[27,75],english:[2,8],enjoi:62,enlarg:72,enough:[17,60,69],enqueu:49,ensembl:9,ensur:[2,19,55,69,71],enter:[17,62],enterpris:51,entir:[8,9,24,26,72],entiti:[7,17,55],entranc:28,entri:[12,23,27,36,65,69,70,71,81],entropi:[8,46,91],entry_point:27,enueu:49,enumer:[5,91],env:81,environ:[15,50,61,62,69,70,75,76,77,78,81,82,89],environmenterror:76,eos_id:[8,68],epel:61,epoch:32,epsilon:10,equal:[8,9,19,58,72,78],equat:[7,8,9,10,62,72],equilibrium:89,equip:[61,68],equival:[8,15,17,35,57,86],error:[6,7,8,9,15,16,23,30,55,60,71,72,76,78,81,90,91],error_clipping_threshold:6,especi:[2,9,69],essenc:15,essenti:[8,15,28,61,73],estat:60,estim:[8,15,42,49],eta:82,etc:[7,12,17,42,47,48,55,62,76,77,80,81,86],etcd:[12,14,19,23,24,26],etcd_addr:24,etcd_endpoint:12,eth0:81,eval:[7,17,32,50,51,91],evalu:[1,8,13,14,26,28,34,45,48,50,75,91],evaluate_difficult:7,evalut:60,even:[15,46,47,69,70,75,78],evenli:[24,81],event:82,event_handl:[14,15],eventu:58,everi:[1,2,7,8,9,12,15,19,23,24,26,33,34,36,46,49,55,57,68,70,71,72,73,76,78,91],everyon:70,everyth:[32,48,49,60,65],everywher:69,evid:43,exactli:[2,8,9,62,81],exampl:[1,2,7,8,9,12,14,17,27,30,31,32,33,34,36,40,43,44,46,47,49,51,52,53,56,58,60,61,62,66,68,69,70,71,72,73,75,76,77,78,80,81,82,90,91],exceed:8,except:[2,8,12,26,33,58,80,88],exchang:43,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:12,exec:[62,78],execut:[18,19,23,27,28,32,34,50,52,69,71,75,81],executioncontext:[72,73],executor:[32,41,44],exist:[15,17,19,30,46,47,50,52,57,58,69,71,73,78,81],exit:[24,30,78,82],expand:71,expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,75],experi:[37,80],experienc:70,expert:18,expir:19,explain:[2,7,19,31,33,70,76,89],explan:[8,16,27,48,55,61,91],explanatori:[60,62],explicit:[58,71],explicitli:[2,15,50,72,73],explor:[8,53],exponenti:5,expos:[25,37,58,62,81],express:[15,34,49,72,81],ext:8,extend:[7,42,49,58],extens:[26,49,65,72],extent:39,extern:[2,18,38,39,51],external_librari:18,extra:[6,8,9,48,53,60,86],extra_lay:14,extraattr:[6,80],extraattribut:8,extract:[7,8,43,48,72,81],extract_fea_c:90,extract_fea_pi:90,extract_para:88,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,75],extremli:1,f120da72:82,f7e3:81,fa0wx:82,face:[18,53],facotr:8,fact:[44,46,90],factor:[6,8,10],factori:38,fail:[2,19,23,50,72,78,80,82],failur:[19,24,72],fake:[32,89],fake_imag:47,faked_imag:32,fall:45,falloc:29,fals:[2,6,7,8,9,10,12,16,17,35,40,44,45,47,56,59,60,68,71,72,76,78,80,82,88,91],false_block:[17,35,44],false_label:47,false_read:47,familiar:[2,60],fanscin:2,fantast:91,far:58,fascinatingli:1,fast:[8,23,75],faster:[8,9,19,68,75],fastli:70,fault:[14,23,51],favorit:69,favourit:62,fbd1f2bb71f4:82,fc1:[34,50,71,80],fc1_bia:34,fc1_weight:34,fc2:[34,50,80],fc3:[34,80],fc4:80,fc8a365:81,fc8a:81,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[46,57,60,71,80,91],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:71,fcop:31,fea:90,fea_output:90,feasibl:42,featur:[2,5,8,12,34,70,78,91],feed:[9,14,15,33,40,48,50,53,60],feed_dict:[32,50],feeder:12,feel:70,festiv:2,fetch:[12,19,22,45,48,68,71],fetch_op:45,few:[2,18,19,42,47,56,62,69],fewer:[8,46],fg0:8,field1:14,field2:14,field:[8,14,17,34,36,37,45,52,56,57,75,81],fifth:33,figur:[15,18,32,40,46,49,68,71,75,88,89,90],file:[1,2,4,7,8,12,14,15,18,19,21,23,24,26,27,29,30,34,37,39,47,48,51,59,60,61,62,65,66,68,69,70,71,72,73,76,78,86,88,90],file_list:2,file_nam:[2,60,90,91],filenam:[2,21,46],fileoffset:29,filer:8,filesystem:[26,27,29,48,62,81],fill:[8,19,23,46,81,91],fill_zero_grad:51,filter:[8,9,90],filter_s:[8,9],filter_size_i:8,find:[8,17,19,26,34,55,62,65,75,76],find_var:16,findop:17,findvar:[17,55],fine:[6,23,31],fingerprint:81,finish:[2,19,23,26,27,57,62,76,81,82],finit:71,first:[2,8,14,15,17,19,23,26,27,30,32,33,34,40,44,45,46,48,51,56,57,58,60,62,68,69,70,71,72,73,75,78,80,81,86,88,89,90,91],first_seq:68,firstli:[7,8],firstn:12,firstseen:82,fit:[1,12,37,51],five:[44,75,91],fix:[2,6,38,48,70],flag:[12,70,72,78,89],flatten0:34,flatten:[34,44,46,73],flexiabl:47,flexibl:[1,8,9,15,24,33,40,42,48,58,68],flist:76,float32:[4,12,31,32,46,47,60,72,89,90],floor:8,flow:[17,40,54],fly:[60,91],fnt03:81,focu:[2,34,75],focus:72,folder:[18,21,27,30,61,81],follow:[1,2,7,8,9,10,12,14,15,16,17,18,19,23,27,31,32,33,34,35,36,40,42,44,45,46,47,49,51,52,53,55,56,57,58,61,62,65,66,68,69,70,71,72,73,75,76,80,81,82,83,84,86,88,89,90,91],fool:89,forbid:15,forc:46,force_load:38,forest:17,forget:[10,15],fork:[8,70],form:[1,2,8,9,75],format:[1,2,7,12,14,16,23,58,60,70,71,72,73,76,78,81,88],former:[15,18,42],formula:[8,9,10,16],formular:8,forth:32,forward:[5,8,9,16,17,22,24,32,37,41,43,44,51,52,53,56,68,71,80,89],forward_op:16,forwardactiv:71,forwardbackward:14,forwardtest:4,found:[2,4,8,44,53,55,61,66,68,76,89,91],four:[2,7,33,88,90,91],foward:45,fp16:[51,59],fp32:[51,59],fp64:59,fpga:50,frame:[7,51,58],framework:[15,17,34,42,44,51,53,55,57,70,71,72,76,90,91],free:[12,70,86],frequenc:[12,75,88,91],frequent:[23,47,51,53,65,76],fresh:[26,50],friend:55,friendli:32,from:[2,4,7,8,9,12,14,16,17,18,19,21,22,23,24,30,31,32,33,34,35,40,41,43,44,46,47,48,49,50,51,52,55,58,60,62,65,68,70,71,72,73,74,75,76,78,80,81,82,86,88,89,90,91],from_no_sequ:8,from_sequ:8,from_tar:14,fromfil:[47,60,90],front:34,fulfil:75,full:[8,19,26,40,42,62,68,71,86],full_matrix_project:[9,68],fulli:[48,49,60,71,75,86,89,90,91],fullmatrixproject:8,fullsiz:22,fully_matrix_project:9,fullyconnect:[34,46,88],fullyconnectedlay:71,func:[12,23,52],funciton:9,functor:[31,34],fundament:[49,51,60],further:[8,57,86],furthermor:50,futur:[8,26,48,51,65,87],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:89,gamma:90,gan:15,gan_train:89,gangliao:18,gap:78,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,43,71,72],gauss:6,gaussian:89,gaussian_normal_random:32,gcc:[38,51,61,62,65,66,69],gcreators_:57,gen:8,gen_conf:89,gen_train:89,gen_training_machin:89,gender:12,gener:[1,2,4,7,8,9,12,14,15,16,17,18,19,21,23,24,26,31,36,42,44,45,46,47,48,49,51,52,56,57,58,60,61,62,65,66,70,72,75,76,78,80,81,88,90,91],generated_word_embed:8,generatedinput:[8,68],generator_conf:89,generator_machin:89,generator_train:89,genert:2,geq:8,gereat:7,get:[2,7,8,12,14,16,17,18,19,23,24,26,27,29,32,34,40,46,50,51,52,55,57,58,60,61,68,70,71,72,75,76,81,85,90,91],get_all_op_proto:57,get_block:46,get_cloud_job:50,get_config_arg:[80,91],get_data:[82,91],get_dict:12,get_dim:16,get_embed:12,get_float_el:16,get_grad:14,get_input_lay:71,get_mnist_data:89,get_model:90,get_movie_title_dict:12,get_nois:89,get_numeric_gradi:16,get_numerical_gradi:16,get_output:16,get_shap:14,get_symbol:34,get_tensor:16,get_training_loss:89,get_vari:17,get_word_dict:12,getbatchs:71,geteigendevic:73,getenv:[15,27,76],getinfervartyp:36,getinput:71,getinputgrad:71,getinputvalu:71,getlayeroutput:14,getmat:22,getoptconfig:22,getoutputgrad:71,getoutputvalu:71,getparam:22,getparameterconfig:22,getparameterptr:71,getparameterspars:22,getparametersremot:22,getplac:[72,73],getsiz:71,getslotvalu:89,gettask:23,gettempl:81,gettranspos:71,getw:71,getweight:71,getwgrad:71,gfortran:61,gist:9,git:[54,61,62,65,66,69,70],github:[9,18,32,61,62,65,66,69,70,90],give:[2,19,40,46,51,60,62,69,70,71,75,81,91],given:[2,8,12,14,24,26,31,32,47,49,50,53,58,71,78,89,91],glibc:[65,66],glide:18,global:[2,6,15,17,18,19,34,43,50,51,55,57,69,75,78,81],global_block:46,global_learning_r:6,globalstat:75,globalstatinfo:75,globe:2,glog:70,glog_v:70,glog_vmodul:70,gnueabihf:66,go1:61,go_librari:18,go_test:18,goal:[33,51,75],gob:23,godep:18,godoc:38,goe:[8,9,19,35,55,60],going:[31,42,76,86,91],golang:[18,61],good:[8,32,42,47,53,75,86],goodfellow13:8,googl:[15,51,65,70,76],googleapi:[61,81],gopath:61,goroot:61,got:55,gpg2:81,gpg:81,gprotos_:57,gpu:[1,2,6,8,11,16,27,42,43,48,50,51,53,54,61,69,72,73,74,76,86,89,90],gpu_id:[78,80,89],gpu_per_train:[48,50],gpugpu_id:77,gpukernel:51,gpuplac:72,grab:19,grad:[16,24,56,78],grad_op_class:51,grad_op_maker_:52,grad_op_typ:[51,52],grad_op_type_:52,grad_share_block_num:[77,78],grad_var_nam:16,gradient:[6,7,8,10,14,19,23,33,36,41,42,43,51,56,72,76,78,91],gradient_check:72,gradient_clipping_threshold:[6,91],gradient_evalu:7,gradient_flat:16,gradient_machin:[14,39],gradientcheck:72,gradientmachin:[4,14,39,43,89],gradientmachine_:22,gradopdescmak:[36,52],gradopdescmakerbas:52,gradopmak:52,gradual:[60,75],grain:31,gram:88,grandient:14,grant:81,graph:[8,14,17,18,19,28,32,40,42,44,48,50,59,73,88],graphviz:90,grayscal:2,great:[49,86],greater:[8,42,76],greaterthan:57,green:32,grep:[62,76],groudtruth:68,ground:[7,8,91],group:[9,23,34,86],group_input1:68,group_input2:68,group_input:68,grouplen:12,grow:70,grpc:86,gru:[8,68,91],gru_bias_attr:9,gru_decod:68,gru_decoder_with_attent:68,gru_encoder_decod:88,gru_layer_attr:9,gru_memori:9,gru_siz:91,gru_step:68,gru_step_lay:9,grumemori:[9,68],gserver:[8,71],gsizex:75,guarante:[46,71],guard:22,guess:60,guest:69,gui:75,guid:[29,51,63,68,70,71,75,81,82,88],guidenc:60,gzip:[23,82],h0_bn:32,h_prev:17,hack:63,had:69,hadoop:15,half:81,hand:[51,73,76],handi:18,handl:[12,15,27,34,43,47,48,50,55,58],handler:[14,17],handwrit:2,happen:[23,57],hard:[48,49,58,69,81,91],hardwar:[62,69,75],has:[2,4,7,8,9,12,15,16,17,18,19,23,24,26,32,34,37,44,48,49,50,51,56,57,62,68,69,70,71,72,75,81,82,86,88,91],has_kei:14,hasdependentvar:45,have:[1,2,4,8,9,12,15,16,17,18,19,23,24,26,27,31,32,33,37,40,42,43,44,46,47,48,49,50,51,52,55,56,59,60,61,62,66,68,69,71,72,75,76,78,80,81,86,88,91],haven:69,hdf:[1,21],head:[70,72,76,88],header:[24,37,39,51,60,65,66,71,88,90],headip:76,heard:69,heavi:76,height:[8,12,17,38,47,71,72],height_:56,held:19,hello:15,help:[2,4,17,30,34,51,58,69,70,76],helper:[8,48,52,58,71],henc:[42,46,52,53,55],here:[2,4,6,7,8,9,12,15,18,19,25,30,33,34,47,53,57,60,61,66,68,70,72,76,77,80,81,82,86,88,90,91],heterogen:[48,49],heurist:[8,49,78],hidden:[8,9,41,48,68,81,91],hidden_out:17,hidden_s:9,hierarch:[8,44,46,51,68],hierarchi:51,high:[6,71,76,86,89],higher:[1,31,58,70],highest:[12,17],highli:[1,2,12,58,68,80],him:15,hint:[49,60],his:50,histor:31,histori:10,hl_get_sync_flag:71,hold:[15,19,23,25,32,34,36,48,50,55,57,73,81],holder_:73,home:[21,30,48,50,61,76,81,82],honor:23,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,90],host:[18,27,61,62,65,66,81,82],host_c:[65,66],hostfil:76,hostnam:81,hostpath:82,hostport:81,hour:69,hourli:70,hous:[2,12,60,88],how:[1,2,6,8,15,17,19,23,30,31,34,43,53,57,60,66,68,69,76,78,81,82,85,90,91],howev:[2,8,9,16,26,42,43,46,47,48,52,53,56,57,60,68,77,78,81],howto:76,hpp:38,html:[12,62],htod:75,http:[8,9,12,18,27,32,61,62,65,66,69,70,81,82,86,89,90],huber:8,huge:[8,42],human:8,hyper:[8,32,71],hyperparamet:53,hyperplan:12,i1117:75,iOS:66,iamfullaccess:81,iamusersshkei:81,ics:12,id_input:7,id_rsa:76,idea:[8,18,42,47,53],ident:[8,52,60,62,72,81],identifi:[35,71],identityoffsetproject:8,identityproject:8,ids:[7,8,71,91],idx:[23,32,71],ies:30,ifels:[17,44],ifelseop:44,ight:8,ignor:[2,8,78,88],illustr:[2,7,19,24,31,40,48,50,68,71,75,91],ilsvrc:90,im_siz:32,imag:[2,11,12,15,32,33,41,44,47,50,60,63,69,70,80,81,83,84,86,89,90],image_a:47,image_b:47,image_fil:47,image_lay:47,image_list_provid:90,image_nam:15,image_path:47,image_reader_cr:47,image_s:90,imagenet:[8,21],imagepullpolici:81,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:75,imgsizei:75,imgsizex:75,imikolov:76,immedi:[42,53,81],immutable_paramet:15,imperfect:51,implement:[2,8,9,12,17,23,24,25,26,27,31,34,35,36,38,39,43,45,48,49,55,57,58,68,91],implemet:22,impli:18,implicit:50,imposs:86,improv:[8,49,51,75,81],inarg:22,inbound:81,includ:[1,2,7,8,9,12,15,17,18,24,27,32,34,38,39,40,44,46,48,51,57,61,62,65,66,68,69,71,72,75,76,78,81,82,88,91],incorpor:8,incorrect:8,increas:[19,23,76,78],increment:[33,78],incupd:71,inde:[12,47,62],independ:[8,16,24,50,55,86,91],index:[2,7,8,11,12,14,16,17,19,23,44,46,58,81],indexslot:8,indic:[2,7,8,17,24,32,40,44,52,56,58,60,65,76,81],indice_map:58,indices_map:58,individu:[19,60,81],industri:[19,37,86],ineffici:43,infer:[0,15,17,19,35,36,38,45,46,50,51,56,61,66],infer_shap:46,infer_var_type_:36,inferfac:36,inferior:26,infernec:66,infershap:[17,46,51,72,73],infershapecontext:[72,73],infervartypefn:36,info:[7,8,12,40,71,76,86],inform:[4,8,12,14,17,27,30,34,37,40,46,48,53,55,56,65,70,71,72,73,75,78,81],infrastructur:[81,89],ingor:78,inherit:[17,41,51,72],ininst:15,init:[6,14,17,32,40,48,71,76,80,81,89,91],init_attr:46,init_from_tar:14,init_hook:91,init_model_path:[77,78,80,88,91],initi:[2,4,6,8,9,12,14,18,23,33,40,42,46,48,49,53,57,58,68,71,72,78,88,89,91],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:46,initpaddl:[4,89],initrd:86,inlcud:9,inlin:[73,81],inner:71,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:73,input1:[8,9,73],input2:8,input:[2,4,5,7,8,9,11,12,14,16,17,22,26,31,32,33,34,36,40,42,43,45,46,47,48,49,50,51,52,55,57,58,60,68,70,71,72,73,76,80,88,89,90,91],input_conf:8,input_data:71,input_data_target:71,input_featur:5,input_fil:60,input_hassub_sequence_data:71,input_id:8,input_imag:9,input_index:71,input_label:71,input_lay:71,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:71,input_sequence_label:71,input_sparse_float_value_data:71,input_sparse_non_value_data:71,input_t:71,input_to_check:16,input_typ:[60,91],input_valu:16,input_var:[16,46],inputbuff:22,inputdef:71,inputgradi:52,inputlayers_:71,inputs_to_check:16,inputtyp:[2,12],insert:[45,51,52,70],insid:[7,8,9,19,43,47,49,51,52,62,81],inspir:88,instal:[8,27,54,62,64,69,70,76,82,90],install_android:65,instanc:[8,16,17,19,21,25,28,35,40,42,46,48,51,52,68,71,73,75,78],instance_ip:81,instanti:[19,28],instead:[8,9,11,18,22,27,33,34,47,48,62,69,70,91],instruct:[17,33,62,65,69,75,91],int16:59,int32:[44,58,59,78],int64:[29,56,59],integ:[2,7,8,12,23,27,38,71,91],integer_valu:[2,12,91],integer_value_sequ:[2,12,68,91],integr:[7,61,86],intellig:28,inter:[8,48],interact:[62,81],intercept:8,interchang:[33,51],interest:75,interfac:[0,4,6,8,9,14,17,23,27,30,34,43,51,52,72,73,81,86],interg:91,intergr:8,intermedi:[30,32,41,48,65,66,69],intern:[8,9,14,76,81],internet:[18,19,86],interpret:[2,7,61,75],interv:8,inth:73,intrins:[61,66],introduc:[2,8,17,19,32,37,53,55,57,72,76,82],introduct:[3,89],introductori:69,intuit:[26,51],invalid:[47,55],invoc:[18,31,51],invok:[2,8,14,43,46,48,49,51,52,57,69,70,75,81],involv:[72,89],iob:7,ioe:7,ips:81,ipt:[8,46,57,68],ipx:86,ipython:15,is_discriminator_train:89,is_gener:[88,89],is_generator_train:89,is_loc:14,is_predict:91,is_seq:[8,68],is_stat:6,is_target:45,is_tensor:57,is_test:90,is_traget:45,is_train:2,isn:75,isol:62,isspars:71,issu:[18,32,50,61,62,69,70,75],item:[8,12,14,26,47,86],iter:[8,9,10,12,14,15,19,42,47,48,58],iter_multiple_input_and_param:46,its:[2,8,9,14,15,16,17,19,23,32,33,34,36,37,40,42,43,45,46,51,52,55,56,57,71,72,73,75,76,78,81,88,89,91],itself:[19,26,42,55],ivs:57,java:[17,38,44,51],jeremi:75,jmlr:8,job:[4,12,26,48,50,51,77,78,80,90,91],job_dispatch_packag:76,job_id:12,job_mod:88,job_nam:[27,81],job_namespac:81,job_path:81,job_workspac:76,jobpath:81,jobport0:81,jobport1:81,jobport2:81,jobport3:81,jobserv:27,join:19,joint:88,jointli:9,journei:62,jpg:90,json:[34,81,82],jth:9,juditski:42,jupyt:[27,62],just:[2,5,7,8,9,12,18,23,24,32,36,40,42,43,46,48,51,52,53,55,56,60,65,69,70,76,80,81,88],jx4xr:81,jypyt:15,k8s:86,k8s_data:81,k8s_job:15,k8s_token:15,k8s_train:81,k8s_user:15,kafka:21,kaim:8,kaimingh:90,kebilinearinterpbw:75,kebilinearinterpfw:75,keep:[2,8,12,19,33,42,46,55,57,70,86],keep_top_k:8,kei:[2,12,14,16,17,19,21,23,29,51,52,57,58,69,70,72,75],kept:[8,46],kera:53,kernel:[8,16,42,53,56,72,73,75,91],key1:78,key2:78,key_pair_nam:81,keyid:81,keymetadata:81,keypair:81,keyserv:81,keystat:81,keyusag:81,keyword:[2,46],kill:[19,81],kind:[1,2,15,16,19,25,33,41,48,59,60,81,82,89,91],kms:81,know:[2,15,23,37,60,65,70,71,75,76,81],known:[17,31,40,89],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:81,kubectl:[76,82],kuberent:[19,81],kubernet:[15,19,51,74,83,84,86],kubernetes_service_host:15,kwarg:[2,9,10,12,34,46,57,91],l1_rate:6,l1_regularization_op:53,l2_rate:6,l2_regularization_op:53,l2regular:91,l93:22,label:[2,4,7,8,12,14,32,33,34,41,44,47,48,49,50,60,82,89,90,91],label_dim:[8,91],label_fil:47,label_lay:47,label_path:47,lag:78,lake:2,lambdacost:8,lambdarank:8,lan:76,languag:[8,12,33,51,55,80,88],larg:[11,12,37,42,48,49,70],larger:[2,6,7,8],larger_than:[17,35,44],last:[7,8,9,40,44,60,68,78,91],last_time_step_output:8,lastseen:82,latenc:[8,48,76,81],later:[18,51,53,61,72,73,81,87,91],latest:[8,17,18,19,26,62,82],latter:[42,58],launch:[78,81],launcher:15,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,12,13,14,17,22,32,33,35,41,42,44,47,48,49,51,53,57,58,60,68,74,77,78,88,89,90,91],layer_0:71,layer_attr:[8,68,80],layer_num:[80,90],layer_s:8,layer_typ:8,layerbas:71,layerconfig:71,layergradutil:71,layerhelp:46,layermap:71,layeroutout:8,layeroutput:9,lazi:[42,53],lbl:7,ld_library_path:61,lead:75,leaki:32,learing_r:41,learn:[6,7,8,9,10,12,15,24,26,32,33,42,47,48,49,50,51,53,60,62,64,68,69,71,72,75,87,90,91],learnabl:14,learning_method:[60,88,91],learning_r:[6,24,48,60,88,91],leas:19,least:[7,8,19,61,65],leav:[2,17,81],lecun:12,left:[8,17,60,73,90],legal:57,len:[2,8,24,29,46,71,91],length:[8,9,12,24,37,40,51,58,68,78,82],leq:8,less:[8,15,86],less_than:15,let02:82,let:[4,7,8,15,17,26,31,33,40,41,52,60,72,81],level:[6,8,31,34,37,40,58,59,65,70,76,78,89],lgtest:18,lgtest_main:18,lib64:[61,78],lib:[39,65,66,76],libapi:18,libari:39,libcudnn:61,libpaddl:[38,39,51],libpaddle_capi:39,libpaddle_gserv:39,libpaddle_math:39,libpython:61,librari:[8,18,25,39,48,61,62,66,72,76,78],life:19,lifecycl:86,lifetim:55,lightweight:31,like:[2,7,8,12,17,18,19,22,27,31,32,33,34,36,42,46,47,48,51,52,53,55,56,58,60,61,65,66,68,69,70,75,76,77,80,81,86,88,90,91],limit:[8,12,37,51,53,75,78],linaro:66,line:[1,2,4,7,12,18,22,27,30,33,42,44,46,51,53,60,69,70,74,75,80,81,88,90],linear:8,linearactiv:60,link:[8,9,18,29,30,55,61,72,81,86,91],linux:[29,61,62,66,69,70,81],linux_x86_64:54,lipeng:88,list:[1,2,7,8,9,12,14,15,17,18,23,27,28,30,32,41,43,46,50,52,55,58,60,62,66,68,69,71,72,76,78,80,81,90,91],listdir:76,listen:[19,76,78],littl:[1,2,24,37,78,91],live:[62,72],load:[1,2,4,8,15,19,32,46,48,60,72,78,81,90],load_featur:90,load_feature_c:90,load_feature_pi:90,load_missing_parameter_strategi:[77,78,80,88],load_mnist:32,load_uniform_data:89,loadparamet:4,loadsave_parameters_in_pserv:[22,77,78],loc:7,local:[6,14,16,17,19,25,26,33,40,44,46,51,61,62,69,70,76,77,78,82],local_scop:16,localhost:62,localpath:30,locat:[8,14,18,58,66,68,71,76,91],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:[2,23,30,32,48,66,71,76,78,81,82],log_barrier_abstract:78,log_barrier_lowest_nod:[77,78],log_barrier_show_log:[77,78],log_clip:[77,78],log_error_clip:[77,78],log_period:[78,80,82,89,91],log_period_serv:[77,78],logarithm:5,logger:2,logic:[2,26,32,36,41,43,48,49,55,58,72],login:[62,76],logit:32,longer:[19,48],look:[2,7,17,27,33,42,46,48,52,53,60,76,77,81,82,89,91],lookahead:8,lookup:[36,91],loop:[16,17,47,55],loop_var:58,loss:[8,32,34,41,42,53,71,89,91],lot:[42,46,48,53,76,77,86],low:[8,41,58],low_rnn:40,lower:[8,40,70,76],lower_level_rnn:40,lowest:78,lpaddle_capi_shar:39,lpaddle_capi_whol:39,lrelu:32,lstm:[8,68,82,91],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:91,lstm_step:9,lstmemori:[9,68],lstmemory_group:8,ltr:8,lucki:60,mac:[39,61,62,65,69,70],machin:[8,9,12,14,32,42,48,49,53,60,66,69,71,76,77,78,80,81,82,86,91],machine_transl:68,maco:69,macro:[31,52,72],made:[2,19,24,60,68],mai:[2,8,9,16,17,47,48,49,50,51,55,62,66,73,75,76,81],main:[2,4,34,44,51,76,81],mainli:[25,72,78],maintain:[8,17,23,42,46,51,81,87],majel:18,major:[48,62,65,89,90],make:[2,7,8,15,17,18,19,23,24,26,33,40,42,43,46,47,48,51,53,58,61,62,65,66,69,70,71,72,75,76,81,86,91],make_ddim:73,make_function_oper:31,make_vari:57,maker:[51,52],malloc:71,man:29,manag:[14,19,24,25,30,48,55],mandarin:8,mani:[8,9,18,23,32,43,46,51,52,55,56,57,58,60,62,69,78,91],manili:34,manipul:[46,52,76],manner:[8,42,53],manual:[41,42,48,52,62,65,76,86],manylinux1_x86_64:54,map:[2,7,8,12,14,15,17,23,46,52,55,57,58,69,78,86,90],map_fn:58,map_read:12,mapper:12,mapreduc:[15,76],mark:[2,32,33,40,49,55,68,86],market:60,mask:[6,8],master:[15,26,51,54,66,78],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:[8,18,75],matchbox:86,math:[9,38,51,70,71,72,75],mathemat:53,matirx:8,matmul:[17,34,40,58,72],matric:[4,68,71],matrix:[7,8,9,12,14,22,38,39,71,72,77,80,90],matrixptr:71,matrixtyp:39,matter:2,mattyp:22,matur:76,max:[2,6,8,12,16,46,75,78,80,91],max_diff:16,max_id:[8,14,91],max_job_id:12,max_length:[8,68],max_movie_id:12,max_relative_error:[16,72],max_sort_s:8,max_user_id:12,maxframe_evalu:7,maxid:[7,91],maxid_evalu:7,maxid_lay:91,maxim:8,maximum:[7,8,12,17,24,68,72,75,78,91],maxinum:11,maxpool:8,mayb:[8,17],md5:[12,20],mean:[2,6,7,8,9,10,11,12,14,18,28,34,40,45,47,48,55,60,68,69,72,75,78,80,81,86,88,89,90,91],mean_meta:90,mean_meta_224:90,mean_valu:90,mean_var_nam:8,meant:58,measur:[60,75],mechan:[8,9,25,46,52,68,81],mem:[8,17,27],mem_per_p:50,mem_per_train:50,member:[12,15,33,34,43,46,55,72],memcpi:[43,75],memori:[1,2,9,17,22,23,27,37,42,51,68,69,70,71,73,75,78,80,82,91],memory_boot:9,memory_nam:8,memory_test:69,memory_threshold_on_load_data:78,mention:[18,23,42,49,69],mere:9,merg:[8,24,26,40,43,70,78,88],mergedict:88,messag:[17,33,37,44,45,46,51,52,56,59,60,70,78,82],meta:[90,91],metaclass:72,metadata:[29,81,82],metal:86,metaphor:33,metaplotlib:15,method:[2,8,10,14,16,17,26,32,33,34,41,46,49,51,55,56,58,62,71,72,73,75,78,80,91],methodolog:42,might:[8,17,18,44,49,62,65,69,70,71,81],mileag:75,million:[12,80],min:[6,8,46,75,80,81],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:[2,17,32,41,49,51,60,65,66,78],minimum:[8,65],minimun:78,minsizerel:[65,66],minst:2,minu:52,minus_grad:52,minusgradop:52,minusop:52,minusopgradmak:52,minusopprotoandcheckermak:52,minut:[19,26,69,81],mirror:[18,62],mislead:24,miss:[32,78,88],mit:81,mix:[9,58,68],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[30,61,62,76,81],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:76,mode:[8,14,70,78,89,90],model:[0,1,4,8,9,12,14,17,19,20,33,41,42,48,49,50,51,53,58,70,71,74,78,81,87],model_config:[4,89],model_list:[78,80],model_path:80,model_zoo:[88,90],modifi:[4,8,34,48,53,68,71,72,76,81],modul:[1,2,4,9,12,14,31,32,58,60,61,72,90,91],modulo:8,momentum:[6,55,60,91],momentumoptim:60,mon:82,monitor:91,mono:8,month:[18,91],more:[1,2,4,7,8,9,12,15,16,18,19,23,26,27,30,31,33,40,41,46,47,48,49,51,53,58,60,62,66,68,69,71,72,73,75,76,80,82,86,91],morin:8,most:[2,4,8,12,14,15,18,26,33,34,42,47,48,53,60,68,71,75,77,86],mostli:86,motiv:51,mount:[27,62,76,81,82],mountpath:[81,82],move:[8,19,23,30,42,75,81,86],movement:75,movi:[2,12],movie_categori:12,movie_info:12,movie_review:12,movieinfo:12,moving_average_fract:8,mpi:76,mpirun:76,mse:[33,41,44],much:[8,19,41,47,53,58,75],mul:[31,46,50,71,72],mul_grad:72,mul_op:72,mul_result:46,mulgradkernel:72,mulkernel:72,mulop:[31,72],mulopgrad:72,mulopmak:72,multi:[8,43,71,76,77,78,86,90],multi_binary_label_cross_entropi:8,multi_crop:90,multigradientmachin:43,multinomi:8,multipl:[7,8,9,12,14,15,16,23,24,26,31,48,49,50,51,59,62,68,71,72,76,78,80,81,89,91],multiple_input:46,multiple_param_attr:46,multipli:[7,8,71],multiprocess:12,multithread:2,must:[2,5,7,8,9,12,24,37,45,46,47,51,57,61,62,65,66,68,71,72,73,76,78,80,81],mutabl:73,mutable_data:[72,73],mutuable_data:73,mxnet:17,my_cluster_nam:81,my_external_dns_nam:81,my_lib:76,mypaddl:82,name:[2,6,7,8,9,11,14,15,16,17,19,21,22,24,27,31,34,37,39,44,46,50,51,54,56,57,58,59,60,62,68,69,71,72,75,76,78,80,82,83,84,86,88,89,90,91],name_prefix:21,namespac:[17,35,38,46,62,71,72,82],nativ:[8,70],natur:[23,26,49,58,80],nchw:8,ndarrai:[14,21],ndcg:8,ndcg_num:8,ndk:65,nearest:91,nearli:16,necess:58,necessari:[2,8,17,24,26,37,43,46,57,58,61,71,76,91],necessarili:71,need:[2,7,8,9,12,15,16,18,22,23,24,26,27,30,31,32,41,42,43,45,46,48,49,50,51,52,53,55,56,57,58,60,61,62,65,66,68,71,72,73,76,77,78,80,81,82,86,89,90,91],neg:[2,7,8,91],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:91,neon:[65,66],ner:7,nerual:48,nest:[2,8,12,17,44],net:[8,9,17,32,40,55],net_diagram:90,netop:[17,51],network:[1,2,4,6,7,8,12,13,14,15,16,17,19,22,32,34,40,41,42,47,48,49,53,55,57,59,60,62,71,72,73,75,76,78,86,88],network_config:80,networkadministr:81,neural:[2,4,8,9,12,14,15,17,19,34,42,48,53,55,59,60,73,75,76,78,88,89,90],neuralnetwork:43,neuron:[4,71,91],never:[12,47,55,81,82],new_block_idx:46,new_stat:40,newblock:46,newer:65,newest:24,newli:86,newop:17,newopdesc:46,newprogram:46,newremot:48,newvardesc:46,next:[8,12,19,25,58,68,71,72,75,78,81,82],nfs4:81,nfs:81,nfsver:81,nginx:62,ngram:12,nic:[77,78],nil:23,nine:12,nlp:[2,8],nltk:12,nms_threshold:8,nms_top_k:8,nnz:71,no_cach:2,no_grad_set:[16,72],no_sequ:[2,8],noavx:62,node1ip:76,node2ip:76,node3ip:76,node:[8,18,26,34,48,49,50,51,59,69,71,76,78,81,82,86],node_0:81,node_1:81,node_2:81,node_id:76,nodeattr:34,nodeentri:34,nodefil:76,nodesep:34,nohup:76,nois:[8,19,32,76,89],noise_dim:89,noisi:32,non:[8,19,56,71,72,78,81],none:[1,2,4,6,7,8,9,10,11,14,15,16,17,32,34,35,40,41,44,46,50,57,58,60,68,90,91],nonlinear:71,nor:69,norm:[9,32,89],norm_by_tim:8,normal:[2,4,8,9,12,42,68,71,76,78,82,88,89,90],normzal:90,notat:8,note:[2,4,6,8,9,11,14,15,17,22,23,27,37,47,51,61,62,72,73,75,76,78,80,81,88],notebook:[27,62],noth:[5,14,46,55,69,78],notic:[52,68,70,71],notif:70,notingradi:72,notion:58,notori:16,now:[2,8,12,18,19,32,37,42,49,51,52,53,55,60,62,78,81,89],np_arrai:12,nproc:[61,69],nullptr:[52,55,71],num:[8,9,76,78,91],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,34],num_filt:[8,9],num_gradient_serv:[76,77,78],num_group:8,num_hidden:34,num_input:70,num_neg_sampl:8,num_p:[48,50],num_parameter_serv:15,num_pass:[14,60,77,78,80,82,91],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:[2,7,8,9,12,17,19,21,42,47,49,51,57,58,60,69,71,76,78,81,88,90,91],numchunktyp:7,numdevices_:80,numer:72,numeric_grad:16,numerical_grad:16,numlogicaldevices_:80,numofallsampl:7,numofwrongpredict:7,numpi:[6,12,14,21,32,46,47,60,61,72,89,90],numreal:22,numsampl:75,numtagtyp:7,numtimeout:23,nv_:18,nv_gpu:69,nv_librari:18,nv_test:18,nvcc:[18,62],nvidia:[61,62,69,75,78],obei:7,obj:[2,60,90,91],object:[2,4,6,8,9,12,14,15,22,32,34,38,41,46,50,51,53,55,73,75,89,90,91],observ:[8,60,71,75],obtain:[26,42,91],obvious:18,occur:[12,14],occurr:17,oct:82,odd:8,off:[39,62,65,66,69,76,86],offer:[4,17,50,51,57],offici:[8,18,62,65,70,81],offlin:[19,21,86],offset:[8,22],often:[22,34,70,76,91],ograd:71,old:[16,24,26,51,62,78],older:65,omega:53,omit:91,ompi_comm_world_rank:76,on_init:2,on_travisexclud:61,onc:[2,8,19,23,33,42,48,49,62,70,71,81,91],one:[2,5,7,8,9,11,12,14,15,16,17,19,22,23,24,26,27,28,31,32,34,36,37,40,41,42,43,44,45,46,47,48,50,51,52,55,56,58,60,62,69,70,71,72,76,78,80,81,82,86,88,89,90,91],onehotcrossentropyopkernel:72,ones:[31,32,51,70,72],onli:[1,2,4,7,8,9,11,14,15,16,18,22,23,24,25,26,27,30,32,33,40,41,43,46,48,49,50,51,56,57,58,60,61,68,69,71,72,73,75,77,78,80,81,82,86,88,90,91],onlin:[8,10,19,21,47],only_cpu:16,onto:[48,49,76,81],op_:72,op_check:72,op_class:[51,57],op_desc:[36,45],op_maker_class:[51,57],op_proto:57,op_test_util:72,op_typ:51,opattrcheck:72,opcreat:57,opdesc:[17,33,44,45,46,51,52,57,59],opdescbind:[36,52],opdescbuild:17,open:[2,8,15,21,32,47,60,62,70,76,81,90,91],openbla:[61,65],openblas_path:61,openblas_root:61,oper:[8,9,12,16,17,28,32,33,34,36,40,41,45,48,50,53,55,59,62,65,68,70,71,73,75,78,81,88],operator_grad:16,operatorbas:[17,31,51,52,57,72],operatorwithkernel:72,opinfo:[36,51,52],opinfomak:36,opinfomap:52,opkernel:73,opkernelkei:51,opmak:57,opproto:72,opprotoandcheckermak:[52,72],opprotomak:[57,72],opregist:57,opregistri:57,ops:[16,17,18,33,34,42,44,45,46,51,72,86],ops_:17,ops_test:18,opt:[15,41,45,50,57,61],opt_op_list:41,optestmeta:72,optim:[2,6,13,14,16,28,32,42,43,44,48,49,50,51,53,56,60,65,66,71,75,76],optimis:41,optimize_op_attr:46,option:[2,7,8,15,18,32,37,44,45,46,51,56,57,59,60,65,69,71,76,80,86],optmization_op_list:41,opts_np:45,optyp:[36,57],opwithkernel:56,order:[2,8,9,12,14,28,33,37,47,53,58,71,76,78,81,82,86,89,90,91],ordereddict:14,oregon:81,org:[7,8,9,12,21,29,32,61,62,89],organ:[7,8],orient:57,origin:[1,2,8,9,12,16,32,55,58,70,73,89],other:[2,7,8,9,12,17,19,24,30,36,40,42,45,53,55,57,61,62,65,66,68,69,70,76,80,81,82,86,88,89,90,91],otherchunktyp:7,otherwis:[1,8,12,14,15,19,24,26,32,36,47,68,70,76,80],our:[15,18,32,36,42,48,49,55,58,62,65,68,69,70,71,81,82,88,91],out:[8,14,15,17,18,23,26,34,40,46,60,68,72,73,75,76,78,81,82],out_dir:81,out_left:8,out_mem:68,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:79,outout_lay:14,outout_layer1:14,outout_layer2:14,output:[4,5,6,7,9,11,12,14,15,16,17,21,26,30,31,32,33,34,35,36,37,40,42,44,45,46,47,48,49,51,52,55,56,57,58,60,65,68,69,70,71,72,73,75,78,80,82,88,89,90,91],output_:[8,71],output_all_step:40,output_dir:90,output_id:8,output_lay:[14,90],output_max_index:11,output_mem:[8,68],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:71,over:[1,8,9,14,15,42,58,70,71,75,91],overal:[32,42,70,86],overfit:53,overhead:75,overlap:[7,8,71],overlap_threshold:[7,8],overrid:[17,19,30,50,71,72,73],overview:[23,24,25],overwhelm:70,overwrit:[30,76],own:[24,26,34,36,41,42,48,50,53,57,62,65,72,76,81],owner:[69,70],pack:[58,62,65],packag:[2,12,23,27,31,54,62,70,72,81],pad:[9,91],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,12,14,15,17,18,19,21,27,30,31,32,35,37,38,39,40,43,44,48,50,51,53,57,58,60,61,62,63,65,68,69,70,71,72,74,75,76,78,80,81,86,89,91],paddle_begin_init_param:24,paddle_dir:72,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:[72,73],paddle_error:[38,39],paddle_exampl:27,paddle_finish_init_param:24,paddle_get_param:24,paddle_gradi:24,paddle_init_num_gradient_serv:76,paddle_init_param:24,paddle_init_port:76,paddle_init_ports_num:76,paddle_init_ports_num_for_spars:76,paddle_init_pserv:76,paddle_init_trainer_count:76,paddle_init_trainer_id:76,paddle_init_use_gpu:76,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:82,paddle_paramet:24,paddle_pserver2:76,paddle_pserver_cli:24,paddle_pserver_client_releas:24,paddle_root:88,paddle_save_model:24,paddle_send_grad:24,paddle_source_root:88,paddle_train:[39,54,76],paddledev:[81,82],paddlepaddl:[1,2,4,8,9,12,14,18,19,21,24,25,26,27,29,30,31,32,33,35,37,40,41,43,46,47,50,51,55,58,59,60,61,68,70,71,72,74,75,83,84,86,87,90,91],paddlepadl:2,paddpepaddl:2,page:[70,81],pai:62,pain:50,pair:[7,8,17,33,41,48,51],pakcag:18,palceholder_just_ignore_the_embed:88,paper:[8,32,88,89,90],para:22,paraconvert:88,paradigm:51,paragraph:40,paragraph_data:40,paragraph_out:40,parallel:[48,49,51,69,75,76,78,80,81,82],parallel_nn:[6,77,78],param:[6,8,9,12,16,17,24,43,46,73,76],param_attr:[8,9,22,46,60,68],param_config_proto:24,paramattr:[6,8,60,68],paramet:[1,2,4,7,9,10,11,12,13,16,17,18,20,22,26,28,30,32,33,34,36,37,40,41,44,47,48,55,57,58,60,70,71,73,74,80,89,91],parameter_attribut:8,parameter_block_s:[77,78],parameter_block_size_for_spars:[77,78],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:71,parametermutex_:22,parameters_:71,parameters_and_grad:41,parameterserver2:22,parameterset:15,parameterupdat:43,parameterupdater_:22,params_grad:41,paramt:[81,88],paraphrase_data:88,paraphrase_model:88,paraspars:71,parent:[17,44,46,51,71],parent_:[17,55],parent_idx:46,parenthes:51,pars:[4,12,18,28,34,69,80,81,89],parse_config:[4,89],part:[2,7,8,17,26,37,44,46,60,68,71,75,76,86,89,91],parti:[65,66,69,75],partial:[8,14,89],partial_sum:8,particip:72,participl:88,particular:[33,37,51,75],partit:[19,21,28,48,49,51,76,81],pass:[2,8,14,17,19,32,37,41,42,43,45,46,47,51,53,55,58,60,70,71,75,76,78,81,82,89,91],pass_id:14,pass_idx:47,pass_test:89,passtyp:71,password:76,past:[15,62,81],patch:29,path:[1,2,7,12,14,19,23,24,27,47,60,61,65,66,76,78,80,81,82,88,90,91],pattern:[12,19,38,42,53,60,81],paus:[19,26],pdf:[8,9],pem:[15,21,81],pend:[19,23],peopl:69,pep8:70,per:[7,8,12,19,24,42,47,53,72,78,91],perfom:[78,80],perform:[1,8,9,16,24,32,43,51,53,60,65,66,68,69,71,72,74,76,77,89,91],period:[1,19,26,50,78,91],permiss:81,peroid:8,persist:[28,56,59,81],persistentvolum:81,persistentvolumeclaim:81,person:[7,15],perspect:[51,75],perturb:[16,71],peter:50,pex:86,pfs:[21,30,50],pfsclient:21,pfspath:30,pgp:81,phase:[42,52,60,86],philosophi:[42,53],photo:32,physic:86,pick:[2,81],pickl:76,pictur:91,piec:[8,9,28,60,73],pil:76,pillow:27,ping:70,pip:[54,61,70],pixel:[2,8,12],pixels_float:2,pixels_str:2,place:[1,2,19,26,48,49,51,71,72,73,75,90],placehold:[32,60,73,88],placement:49,plain:[1,7,8,27,37,39],plan:[19,51,65,71],platform:[17,60,65,66,70,72,73,81],pleas:[2,4,6,8,9,10,15,19,23,24,25,34,40,46,47,48,50,51,59,61,62,63,65,66,68,69,70,71,72,73,76,81,87,88,91],plot:15,plu:[8,16],plug:42,pne:72,png:90,pnpairvalidationlay:78,pnpairvalidationpredict_fil:77,pod:[21,27,81,82],pod_nam:81,point:[17,19,27,50,60,65,69,70,72,73,75,86],pointer:[17,24,34,46,51,55,73],polar:12,polici:81,pollut:26,polyak:42,ponit:34,pool3:71,pool:[2,9,13,91],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:[9,91],pooling_typ:[8,91],poolingtyp:11,pop:17,popul:24,popular:[18,32,34,60,90],port:[18,62,76,77,78,81,82],port_num:77,portabl:34,ports_num:[76,78],ports_num_for_spars:[22,76,77,78,80],pose:19,posit:[2,7,8,9,91],positive_label:7,possibl:[15,17,23,46,49,53,75,89],post1:61,post:[27,29],postpon:53,potenti:75,power:[73,86,91],practic:[8,60,68,71],pre:[2,8,9,12,15,24,62,65,66,70,81,82,88],pre_activ:46,pre_bia:46,pre_dictandmodel:88,pre_stat:[40,58],preambl:46,precis:[7,42,61],precision_evalu:7,pred:[34,91],predetermin:[8,78],predic:12,predict:[2,3,7,8,14,48,53,60,68,78,88,91],predict_fil:78,predict_lay:14,predict_output_dir:[77,78,91],predict_sampl:4,predicted_label_id:91,prediction1:14,prediction2:14,prefetch:[22,71],prefix:[7,9,19,21,72,81],pregrad:71,preinstal:61,premodel:88,prepand:46,prepar:[4,16,27,43,68,83,91],prepend:46,prepend_oper:46,preprocess:[12,58,82],prerequisit:61,present:[15,17,58,90],preserv:30,pretti:60,prev_batch_st:[77,78],prevent:[1,10,15,19,23,26,53],preview:51,previou:[8,9,14,19,30,40,49,71,78,81],previous:[8,82,90],previous_memori:17,price:[12,51,60],primari:33,primarili:[42,53],primer:70,primit:58,principl:[15,18],print:[6,14,15,34,48,60,76,78,88,91],print_graphviz:34,printallstatu:75,printer:7,printstatu:75,priorbox:8,prioriti:51,prite:7,privat:[17,39,46,55,56,57,58,70,73],privileg:[69,81],prob:[7,14,89],probabilist:[8,88],probability_of_label_0:91,probability_of_label_1:91,probabl:[7,8,14,68,70,90,91],problem:[4,8,15,16,18,26,32,33,42,51,53,69,91],proc:62,proc_from_raw_data:91,proce:[12,19,47,81],procedur:[17,37,73,88],proceed:8,process:[1,2,4,6,8,9,12,15,17,21,22,23,26,34,37,48,53,57,60,62,68,70,76,78,80,81,82,88,90,91],process_num:12,process_pr:91,processdata:90,processor:75,prod:62,produc:[8,9,12,19,34,47,62,90,91],product:[8,9,27,62,71,81,91],productgraph:82,profil:[30,61],proflier:75,program:[1,12,15,21,24,26,33,35,41,47,48,50,51,55,62,75,78],programdesc:[28,37,45,46,50,52],programm:[46,48],progress:[19,23,78],proivid:2,proj:8,project:[8,9,27,39,61,68,71,72],promis:[8,9],prompt:30,prone:15,propag:[10,42,72,78,80],proper:76,properli:[69,91],properti:[2,34,53,78],propos:[17,41,42,49,58],protect:[57,71,72],proto:[11,37,44,51,57,59,72],proto_:57,protobuf:[14,17,27,28,33,34,37,44,46,51,52,57,61],protoc:[65,66],protocol:[7,78,86],prove:91,provi:76,provid:[8,12,15,17,24,27,32,34,36,42,46,50,53,57,58,60,62,65,73,75,76,81,86,88,89,90],providermemory_threshold_on_load_data:77,provis:[81,86],provod:2,prune:[8,17],ps_desir:19,pserver:[14,22,24,25,27,51,76,77,78,81],pserver_addr:24,pserver_cpu:27,pserver_id:20,pserver_mem:27,pserver_num_thread:[22,77,78],pserver_spec:14,pserverstart_pserv:77,pseudo:[15,27,52,58],pseudocod:58,psize:71,ptr:39,pub:76,pull:[18,51,54,62,70,88],purchas:91,purpos:[8,19,48,49,75],push:[17,70],push_back:71,put:[18,19,22,46,49,62,65,71,82,91],pvc:81,pwd:[62,65,69],pxe:86,py_paddl:[4,89],pybind:17,pydataprovid:[1,2,91],pydataprovider2:[3,4,60,91],pyramid:8,pyramid_height:8,python:[1,2,3,14,15,17,25,31,32,33,34,38,43,51,54,58,60,61,68,69,70,76,88,89],qualifi:61,qualiti:91,queri:[8,81],question:[8,15,49,57,81],queue:49,quick:[34,78,82],quick_start:[27,81,82,83,91],quick_start_data:82,quickli:[46,51,60],quickstart:82,quit:75,r14b:65,r_t:8,rac:8,rais:[12,34,76],rajathkmp:32,ran:[49,75],rand:[32,75,78,80,89],random:[2,6,8,12,21,32,43,46,47,60,72,76,78,89],random_imag:21,randomli:26,randomnumberse:77,rang:[2,8,12,21,32,47,48,50,57,70,78,80],rank:[8,15,58,73,81,90,91],rankdir:34,rapid:52,rare:2,raspberry_pi:66,raspberrypi:66,raspbian:66,rate:[6,7,9,10,12,24,71,91],rather:[4,27,32,58,81],ratio:[8,78],raw:[8,37,60,91],rdma:[61,78],rdma_tcp:[77,78],reach:[19,75],read:[1,2,12,14,15,19,21,47,48,49,51,58,60,65,68,69,76,81,86,90,91],read_from_realistic_imag:15,read_from_rng:15,read_lock:20,read_mnist_imag:15,read_ranking_model_data:15,readabl:51,reader:[0,14,21,32,33,44,48,50,76],reader_cr:21,reader_creator_bool:47,reader_creator_random_imag:[12,47],reader_creator_random_image_and_label:[12,47],readi:[19,60,81,82,86],readlockguard:22,readm:39,readonesamplefromfil:2,readwritebuffer_:22,readwritemani:81,real:[2,8,22,32,47,60,76,89],realist:15,realiz:[17,40],realli:53,reason:[9,15,16,19,62,70,82],recal:7,receiv:[19,27,49],recent:42,reciev:78,recognit:[2,8,90],recommand:2,recommend:[1,9,15,62,65,68,70,71,76,78],recommonmark:61,recompil:75,record:[12,23,57,81],recordio:[12,15,21,23,48,50],recov:[19,58,60,89],recover:51,recoveri:23,rectangular:8,rectifi:8,recurr:55,recurrent_group:[9,68],recurrent_lay:9,recurrent_op:58,recurrentgradientmachin:[39,58],recurrentgroup:7,recurrentlay:78,recurs:[17,18,30,51],recv:[48,49,81],recvparametertyp:22,red:32,reduc:[49,51,70,76,78,80],reduce_by_kei:51,reduce_mean:32,refactor:[33,42,43,46,48,49,53,58],refer:[1,4,6,8,9,10,16,17,19,23,24,25,34,40,44,46,51,53,55,58,59,65,68,69,71,72,73,82,88,91],referenc:[8,23],reflect:23,reformat:70,refrain:72,reg:57,regard:86,region:[8,55,75],regist:[52,71,75],register_gpu_profil:75,register_lay:71,register_op:[31,51,52,57,72],register_op_cpu_kernel:72,register_op_gpu_kernel:72,register_op_without_gradi:[51,72],register_oper:[36,52],register_tim:22,register_timer_info:75,registerop:57,registr:72,registri:[27,36,62,82,86],regress:8,regular:[6,71,81,91],reinforc:50,rel:[1,9,16,26,53,65,72],relat:[2,19,26,27,55,62,66,70,82,86],relationship:[52,60,89],releas:[50,54,61,62,65,66,81],relev:72,reli:[16,41,42,53,61,72],reliabl:[19,53],relu1:34,relu2:34,relu:[8,32,34,71],remain:[58,91],rememb:[8,70],remot:[6,18,22,51,70,71,78,80,81],remote_ess:50,remote_sess:50,remoteparameterupdat:[22,25,78],remov:[12,30,65,70,78],renam:30,reorgan:8,repeat:[17,33,44,45,56,57,59],repeatedli:33,replac:[18,23,36,42,50,52,62],repli:70,replic:48,replicaset:27,repo:[18,66,70],report:[23,48,75],reportdataset:23,repositori:[8,65],repres:[2,4,8,9,17,23,34,37,42,46,49,50,51,53,56,58,59,68,71,81,91],represent:[8,24,32,33,48,56,91],reproduc:69,request:[18,19,22,26,48,51,54,70,81,82,86,88],requir:[1,7,8,15,19,24,26,27,30,34,40,42,44,45,48,49,51,53,56,57,59,65,66,69,70,71,72,76,81,82,86,89,91],res5_3_branch2c_bn:90,res5_3_branch2c_conv:90,research:[12,48],reserv:[2,30],reserveoutput:71,reset:[8,19],reshap:[16,47,73],reshape_s:8,resid:69,residu:90,resiz:[22,72,73],resnet_101:90,resnet_152:90,resnet_50:90,resolv:[18,70,82],resourc:[50,62,81],respect:[2,16,32,40,60,68,71,78,90],respons:[8,22,32,42,43,53,81,82],rest:[2,8,17,27,29,60,86],restart:[19,24,81,82,86],restartpolici:[81,82],restor:[16,42],restrict:[53,55,78],resu:47,result:[4,5,7,8,14,16,23,32,33,34,37,41,43,48,72,73,75,78,81,90,91],result_fil:7,resum:26,retain:73,retran:81,retriev:[17,55,69,71,82],retriv:76,return_seq:9,reuqest:54,reus:[17,26,47,51,71,72],rev:69,reveal:15,revers:[8,9,68],review:[12,82,91],reviews_electronics_5:82,revis:91,rewrit:[18,72],rgb:8,rho:10,rich:60,right:[2,8,16,17,18,27,51,53,70,90],rkt:[27,69],rmsprop:[42,91],rmspropoptim:42,rnn:[8,9,17,32,46,51,55,74,77,91],rnn_bias_attr:68,rnn_layer_attr:68,rnn_out:68,rnn_output:58,rnn_step:8,rnn_use_batch:[77,78],rnnlm:12,rnnstep:58,roadmap:58,robust:8,role:[12,15,23,24,48,81],rollback:46,root:[10,11,81,82],rot:8,roughli:[2,89],row:[4,7,8,12,22,71,90],row_id:8,rows_:56,rpc:23,rpcserver:23,rpi:66,rpi_arm_neon:66,rpi_toolchain:66,rsize:81,rtk:86,rtype:[8,12],rule:[7,33,48,71,81],run:[15,16,17,18,19,27,28,31,32,33,34,40,41,42,44,45,48,49,50,51,55,56,62,65,66,70,71,73,74,75,76,78,81,83,84,86,88,90,91],runinitfunct:75,runnabl:49,running_on_cloud:27,runtim:[1,2,17,28,36,40,50,51,59,61,62,65,76],runtime_table_:17,s_param:89,s_recurrent_group:68,sacrif:1,safe:27,sai:[8,33,35,60,69,78,80],sake:71,same:[2,4,7,8,9,14,15,16,23,24,26,31,32,34,40,46,48,50,51,52,55,58,68,72,73,76,80,81,88,91],samping_id:8,sampl:[2,4,7,12,32,57,76,78,80,88,89,90,91],sample_dim:89,sample_id:7,sample_num:7,sampler:32,satifi:7,satisfi:[18,56,81,91],save:[2,8,12,14,19,21,23,24,27,33,34,37,42,48,56,59,60,69,76,78,80,81,82,90,91],save_dir:[60,78,80,82,89,91],save_only_on:[77,78],save_parameter_to_tar:14,saving_period:[77,78],saving_period_by_batch:[77,78,80,91],saw:2,scalabl:51,scalar:[2,8,17,35,58],scale:[5,42,48,49,52,57,72,76,90],scaleop:72,scaleopmak:[51,72],scalingproject:8,scan:[23,51],scatter:8,scenario:[60,77],scene:77,schdule:81,schedul:[23,27,49,81,89],scheduler_factor:6,schema:88,scheme:[7,10,22,53,72],scope:[16,28,50],score:[7,8],scp:76,scrip:91,script:[4,12,65,69,72,76,81,90,91],search:[8,19,55,61,68,78],second:[2,8,15,30,32,34,40,44,45,47,55,57,60,62,72,76,88,90,91],secret:81,section:[2,46,49,68,70,71,81,91],see:[2,4,8,9,15,19,46,48,50,60,62,70,72,73,75,81,88,89,90,91],seed:[75,78],seem:18,seen:[53,72],segment:[7,40,58,73],segmentor:88,sel_fc:8,selcet:8,select:[8,81],selected_id:8,selected_indic:8,selected_row:[56,59],selected_rows_desc:[56,59],selectedrow:[36,59],selectiv:8,selector:82,self:[16,32,34,37,41,46,58,60,71,72],selfnorm:8,semant:[12,15,54],semat:15,send:[19,24,48,49,51,57,59,70,76,78,81],send_back_parameter_typ:22,sendbackparameterspars:22,sendbackparametertyp:22,sendparameterrequest:22,sendparameterrespons:22,sens:[42,53,70],sensit:8,sent:[15,24,48,51,57,82],sentenc:[2,8,12,40,58,68,91],sentence_input:58,sentiment:[2,60,91],sentimental_provid:2,separ:[2,7,24,31,42,52,53,76,78,88,91],seper:58,seq:[8,12],seq_len:58,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:88,seq_typ:[2,12],seqtext_evalu:7,seqtoseq:[8,88],seqtoseq_net:[8,88],sequel:2,sequenc:[2,5,7,8,9,11,12,17,28,33,41,44,58,70,71,88,91],sequence_conv_pool:91,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,17,68,91],seri:9,serial:[2,14,17,23,37,43,51,59],serializ:51,serv:[48,51,58,62,75,76,81,89],server:[15,18,22,25,26,48,51,62,71,77,86],serverless:19,servic:[62,76,86],sess:[32,34,41,50],session:[34,41,45,62,75],set:[1,2,4,6,7,8,9,12,14,15,19,27,32,36,40,45,46,51,52,55,58,60,61,62,66,68,69,70,71,72,73,74,75,76,77,78,80,81,82,88,90,91],set_active_typ:71,set_default_parameter_nam:6,set_drop_r:71,set_float_el:16,set_input:8,set_siz:71,set_typ:71,setdatatyp:56,setdefault:72,setp:81,setq:69,settup:71,setup:[2,42,54,62,71,72,86,91],sever:[2,7,8,16,22,28,32,40,43,46,56,58,76,80,81,91],sexstant:86,sgd:[14,15,19,27,42,43,48,49,50,56,76,89],sgdasync_count:77,shall:18,shape:[8,12,14,16,17,32,35,40,44,46,50,51,56,72,73,90],shard:[19,20,21,22,23,24,26,48,49,76,81],share:[8,18,32,39,43,46,51,53,58,61,62,69,72,75,78,82],shared_bia:9,shared_bias:8,shared_librari:18,shared_ptr:[38,39,55,73],shell:[81,90],shift:90,shorten:8,shorter:90,should:[2,4,6,7,8,12,14,15,16,17,24,27,28,31,32,36,40,41,42,43,44,47,48,51,52,53,56,57,58,59,60,65,68,72,76,81,91],should_be_fals:15,should_be_tru:15,should_shuffl:2,show:[4,7,10,17,19,30,35,37,40,42,44,58,60,69,73,76,78,81,82,88,90,91],show_check_sparse_distribution_log:[77,78],show_layer_stat:[77,78],show_parameter_stats_period:[77,78,80,82,91],shown:[2,8,15,48,68,71,73,75,81,89,90,91],shrink:71,shuffl:[2,12],sid:81,side:[8,14,43,73,76,90],sig:81,sigint:76,sigmod:57,sigmod_op:57,sigmod_output:57,sigmoid:[8,17,50,57,58,71],sigmoidactiv:9,sign:[29,37,81],signal:76,signatur:81,signific:75,similar:[8,17,42,47,49,51,53,58,72,81,86,91],similarli:[8,12,72],simpl:[1,2,5,7,8,9,12,14,33,34,42,44,49,53,55,57,58,61,62,75,78,91],simple_attent:68,simple_gru:[68,91],simple_lstm:[8,91],simple_rnn:[8,68],simpler:43,simplest:81,simpli:[1,8,15,24,40,61,62,68,75,88,90],simplifi:[15,46,57,71,82],simultan:81,sinc:[8,9,19,23,25,26,36,42,47,48,50,52,53,58,60,62,73,75,81,86,89,91],sincer:70,singl:[2,7,9,12,19,48,49,50,51,55,62,71,76,82,90,91],sinlg:14,site:[18,81],situat:45,six:88,size:[2,7,8,9,12,14,19,21,22,24,32,37,42,46,47,48,50,56,57,58,60,65,66,68,71,72,73,78,89,90,91],size_a:8,size_b:8,size_t:[22,58,71],sizeof:[17,88],skip:[47,60,70,76,81,90],sliceproject:8,slide:[8,10,12,19],slightli:32,slope:8,slopeinterceptlay:8,slow:[2,75],slowli:69,small:[2,12,16,28,32,70,71,78],small_messag:[77,78],smaller:[8,16,19,70],smart:55,smartli:8,smooth:8,snap:82,snapshot:[20,26,81],snippet:[31,41,68,71,75,81,91],sock:27,sock_recv_buf_s:[77,78],sock_send_buf_s:[77,78],socket:78,softmax:[8,9,15,17,34,35,44,48,49,50,68,71,88,91],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:91,softmaxoutput:34,softwar:[62,75,86],solid:32,solut:86,solv:[15,48,51],some:[2,6,8,12,14,15,17,18,22,23,24,26,27,31,32,33,40,41,44,45,46,48,49,51,52,55,58,60,61,65,66,70,71,72,73,75,76,77,78,80,81,86,89,91],some_c_api_funct:39,some_inst:39,some_op:[36,40,58],some_python_class:38,somecppclass:38,somedata:14,somegotyp:38,someth:[2,8,22,46,69,70],sometim:[8,47,69,75],somewhat:24,somewher:55,soon:19,sophist:[60,71],sort:[8,12,58,78,81],sort_by_length:58,sourc:[8,12,16,18,30,32,37,39,47,51,60,62,68,74,76,81,82,88,91],source_dict_dim:68,source_language_word:68,space:[7,8,46,49,53,62,68,69,75],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,12,22,71,73,76,78,81,91],sparse_binary_vector:[2,12,91],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:71,sparseprefetchrowcpumatrix:71,spatial:8,speak:68,spec:[81,82],specfii:78,special:[8,24,36,41,48,61,72,88,91],specialvartypeinfer:36,specif:[1,14,18,19,30,51,55,65,69,72,80,91],specifi:[1,2,7,8,15,16,22,23,24,27,28,30,32,37,46,48,50,55,57,58,60,61,65,68,69,70,71,73,78,81,89,90,91],speech:8,speed:[9,37,42,62,86],spefici:90,sphinx:[38,61,62],sphinx_rtd_them:61,split:[2,8,26,35,51,58,76,80,81,88,90,91],split_count:[76,81],sql:1,sqrt:8,squar:[8,10,11,34,60],square_error_cost:60,squarerootnpool:8,srand:78,src:[18,76],src_backward:68,src_embed:68,src_forward:68,src_root:4,src_word_id:68,srl:12,ssd:8,ssh:[62,66,76,81,82],ssh_server:76,sshd:62,ssl:61,sstabl:15,stabil:[16,72],stabl:[54,81],stack:[51,58,60,81,91],stackexchang:8,stage:[18,25,32,59,65,76],stale:[19,50],stamp:75,standalon:65,standard:[6,51,53,69,88],stanford:[12,16,82],star:18,start:[8,9,14,18,19,22,23,24,26,27,43,48,60,62,68,69,75,78,85,88],start_mpi_train:76,start_pass:[77,78],start_po:8,start_pserv:78,startup:[19,27,81],stat:[61,75,78],state:[8,9,17,19,40,55,58,60,68,78,82,89],state_act:[8,9],statement:[33,71,81],static_cast:73,staticinput:[8,68],statist:[8,78,91],statset:75,statu:[27,75,81,82],status:82,std:[14,18,22,34,36,38,39,45,51,52,55,57,71,72,73,78],stdbuf:76,stderr:76,stdout:76,step:[4,8,9,11,16,17,19,24,32,33,42,43,46,48,49,51,57,58,62,65,66,68,70,71,75,76,81,82,86,91],step_id:58,step_input:58,step_net:17,step_output:58,step_scop:51,stepnet:[17,40,51,55],still:[23,26,48,52,73,90],stirng:46,stmt1482205552000:81,stmt1482205746000:81,stochast:[10,19,23,26,42,76],stop:[8,62,69,76,78,82],storag:[29,61,76,81,82],store:[7,8,12,14,16,17,18,22,34,36,37,43,44,46,48,50,51,52,53,55,58,66,71,72,73,76,78,81,82,88,90,91],str:[14,27,58,80],straight:[44,56],strategi:[2,11,19,46,49,78],street:8,strength:89,strict:[47,76],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,12,14,17,23,30,34,37,44,45,46,50,51,52,55,56,57,59,71,72,78,81],strip:91,strongli:76,struct:[23,24,29,36,39,52,57],structur:[17,23,32,37,44,46,51,56,76,81,88,91],sts:81,stuff:70,stun:2,style:[2,8,51,57,61],sub:[7,8,12,15,26,32,40,43,46,48,65,68,71,91],sub_nest_seq:8,sub_sequ:[2,8],subclass:46,subcommand:30,subgradi:10,subgraph:[32,49],submiss:48,submit:[51,76,77,78,81],subnet0:81,subnet:[15,81],subobjectpath:82,subsequ:8,subsequenceinput:8,subset:71,substanti:90,succeed:[23,82],success:[8,24,81,82,90],successfulcr:82,successfulli:[72,90],successor:78,sudo:[61,69,81],suffer:16,suffic:[47,60],suffici:78,suffix:[27,76],suggest:[8,18,70,75],suit:86,suitabl:[56,78],sum:[8,10,17,20,36,46,68,71],sum_:8,summar:[32,91],sumopgradmak:52,sumpool:8,suppli:56,support:[6,7,8,10,11,12,16,17,19,26,27,31,32,37,42,43,45,47,48,49,51,52,53,56,61,62,65,66,68,69,71,72,73,75,76,78,81,86],suppos:[9,18,31,56,60,71,91],suppress:[8,30],sure:[69,71,81],surpass:8,svs:57,swagger:29,swap_channel:90,swig:[4,25,38,39,61,65],swig_paddl:[4,89],switchop:17,symbol:[8,17,34,39],symbols_ready_:17,symbolt:[17,51],symlink:70,sync:[19,42,53,78,89],syncflag:71,synchron:[19,23,76,78,81],syntax:47,synthect:60,synthes:89,synthet:60,sys:90,sysroot:65,system:[17,18,19,24,26,29,31,32,48,49,61,62,65,72,76,82,91],t2b:88,tab:[62,91],tabl:[2,7,8,17,36,37,56,59,90,91],tablelookup:56,tablelookupgrad:56,tablelookupop:56,tableproject:8,tag:[7,12,62,68,76],tagtyp:7,take:[2,4,7,8,9,14,15,17,18,19,26,28,32,33,35,36,42,44,45,46,51,52,58,68,69,70,71,72,75,76,81,82,89],taken:[2,34,58],talk:[24,66],tanh:[8,9,32,48,68,71],tanhactiv:9,tar:[14,61,81],tarbal:81,target:[8,12,14,17,18,32,34,41,45,48,50,51,65,66,68,72,88,91],target_dict_dim:68,target_dictionary_dim:8,target_language_embed:8,target_language_word:68,target_link_librari:18,targetinlink:8,task:[2,7,8,37,48,57,60,68,80,88,90],task_queu:23,taskentri:23,taskqueu:23,tbd:25,tcp:[78,81],teach:91,tear:75,technic:19,techniqu:[68,71],technolog:69,tee:82,tell:[19,23,24,57,62,65,75],templat:[31,57,72,73,82,86],tempor:[8,91],temporari:[27,42,46,87],ten:69,tensor:[16,18,32,34,36,37,40,49,50,56,58,59,72],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:[17,32,35,48,49,53,58,73],term:[8,9,19,52,53],termin:82,terminolog:60,tese:1,tessorarrai:58,test100:12,test10:12,test1:21,test:[1,2,8,12,14,15,16,18,34,39,42,47,50,54,61,62,73,74,75,76,77,88,90,91],test_:72,test_all_data_in_one_period:82,test_check_grad_ingore_i:72,test_check_grad_ingore_x:72,test_check_grad_norm:72,test_data_dir:76,test_fcgrad:71,test_gpuprofil:75,test_layergrad:71,test_list:[2,60,91],test_mul_op:72,test_norm:72,test_pass:[77,78,80],test_period:[77,78,80],test_recurrent_op:70,test_wait:[77,78],testa:15,testb:15,testbilinearfwdbwd:75,testcas:72,testconfig:71,testfcgrad:71,testfclay:71,testlayergrad:71,testmodel_list:77,testmulgradop:72,testmulop:72,testq:15,testresult:14,testsave_dir:77,testutil:71,text1:30,text:[1,2,7,9,12,15,37,40,62,81,88,91],text_conv:91,text_fil:12,tflop:75,tftp:86,tgz:[12,61],than:[2,4,6,7,8,9,19,27,31,32,46,51,53,58,61,62,65,68,69,71,76,81,86,90],thank:88,thei:[2,8,15,18,19,24,26,28,30,32,33,41,46,49,50,51,57,58,59,60,62,68,69,70,71,72,73,75,76,77,81,90],them:[1,2,7,8,9,15,16,18,19,22,27,28,31,36,47,49,51,52,55,56,57,58,59,60,62,69,70,72,75,77,78,81,90,91],themselv:18,theori:75,therefor:[42,61],therein:[8,17],therun:90,theta:32,theta_d:32,theta_g:32,thi:[1,2,6,7,8,9,10,12,14,15,16,17,18,19,22,23,24,25,26,27,31,32,33,34,40,41,42,43,44,46,47,48,49,50,51,52,53,56,57,58,60,61,62,65,66,68,69,70,71,72,73,75,76,78,80,81,82,86,88,89,90,91],thin:36,thing:[2,32,51,60,75],think:[15,18],third:[8,19,34,65,66,72,75,90],third_parti:[8,65,66],thirt:69,those:[17,18,19,31,33,34,35,44,65,90],though:[58,86],thought:[18,75],thread:[71,75,78,80],thread_local_rand_use_global_se:[77,78],threadid:80,threadloc:75,three:[2,7,8,16,19,33,41,43,44,47,60,65,78,89,90],threshold:[6,7,8,19,23,70,78],through:[4,8,18,19,23,25,41,42,50,68,71,72,75,76,88,89],throughout:[28,91],throughput:[75,76],thrust:51,thu:[2,8,26,34,60,71,81,87],tier:82,tight:61,time:[2,8,9,11,12,14,15,16,18,19,23,26,31,36,40,46,47,48,49,51,52,56,57,58,59,60,68,69,73,75,78,80,82,86,91],timelin:[8,51,75],timeo:81,timeout:[19,23],timeout_sec:12,timer:61,timestamp:[8,20],timestep:[2,8,55],tip:65,titl:12,tls:29,tmp:46,to_no_sequ:8,to_sequ:8,to_tar:14,todo:[7,12,17,19,23,26,57],toend:8,togeth:[2,8,9,12,14,58,68],token:[7,8,15,68,88],toler:[14,16,72],too:[12,16,48,58,62],took:86,tool:[62,65,66,68,69,81],toolchain:[61,65],toolkit:61,top:[7,14,40,72,90],top_k:7,top_level_rnn:40,toplevel:69,topolog:[15,19,34,37,43,48,50],topoloi:34,topolopi:14,torch:17,toronto:12,total:[14,19,47,49,75,76,82,86,88],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:[0,1,2,4,6,7,8,12,17,21,23,24,26,32,33,37,42,43,44,45,50,51,53,56,59,68,71,74,75,77,83,84,90],train_conf:88,train_config_dir:81,train_data:76,train_data_dir:76,train_id:81,train_list:[2,60,76,90,91],trainabl:[8,37,46],traindot_period:77,trainer:[2,4,15,20,21,22,23,25,42,43,48,49,51,60,71,78,80,89,91],trainer_config:[1,2,60,81,82,91],trainer_config_help:[2,60,71,91],trainer_count:[76,77,78,80,81,82],trainer_cpu:27,trainer_cr:27,trainer_gpu:27,trainer_id:[76,78,81],trainer_intern:22,trainer_mem:27,trainer_packag:27,trainerid:26,trainerintern:91,training_machin:89,trainingtest_period:77,trainonebatch:22,trainonedatabatch:89,tran:[71,78],trane:2,transact:[19,23],transfer:[1,2],transform:[8,9,51,68,71,73,89,91],transform_param_attr:9,transformed_st:9,translat:[8,9,60,88],transpar:76,transport:78,transpos:[8,71,89],transposedfullmatrixproject:8,travel:2,travers:33,travi:[61,70],treat:[8,17,24],treatment:24,tree:[8,17,46,66,78],trg_embed:68,triain:1,tricki:38,trigger:[26,43],trim:8,trivial:[2,58],trn:91,true_block:[17,35,44],true_imag:47,true_label:47,true_read:47,truth:[7,8,91],tst:91,tune:[6,8,74,91],tuninglog_barrier_abstract:77,tupl:[2,8,9,12,14,46,47],ture:8,turn:[8,46,47,89],tutori:[62,68,71,72,75,76,81,82,83,84,87,90,91],twice:[32,49],twine:54,two:[1,2,7,8,9,15,24,25,26,27,30,32,33,36,37,42,44,47,48,50,51,52,53,55,56,57,58,59,60,62,65,66,68,72,73,75,76,80,81,88,89,90,91],txt:[2,18,27,30,71,76,81,91],type:[2,7,8,9,11,12,14,15,17,19,22,23,26,27,29,30,36,37,38,39,40,44,45,46,47,51,52,53,56,57,59,60,62,68,69,71,73,76,78,80,81,82,90,91],type_nam:57,typedef:[24,38,39],typeid:57,typenam:[31,57,72,73],typic:[4,7,48,62,75],ubuntu:54,ubyt:47,uci:12,ufldl:8,uid:82,uint32:[29,37],uint64:[37,38],uint64_t:38,unawar:24,unbalanc:78,unbound:68,unclear:26,under:[18,23,49,60,61,62,73,76,81],underli:60,understand:[46,62,75,86,88],understand_senti:68,undeterminist:75,unidirect:8,unifi:[34,56,70],uniform:[6,8,12,21,32,46,47,78,89],uniform_random:46,uniqu:[15,17,19,26,27,46,55,72,76,78,81],unique_nam:46,unique_name_gener:46,unique_ptr:[52,55,71],unit:[8,9,18,42,53,60,61,62,68,73,74],unittest:[39,70,72],unittestcheckgrad_ep:77,unk:[56,59,88],unk_idx:91,unknown:8,unlik:[8,72],unnecessari:70,unordered_map:55,unpack:58,unrol:40,unseen:53,unseg:8,unsign:24,unstack:58,unstack_from:58,unsupervis:32,unsupport:72,until:[19,24,49,55,81],unzip:65,updat:[6,8,10,19,23,24,29,32,40,41,42,43,48,55,58,61,71,76,78,80],update_equ:14,update_hook:6,update_memori:17,update_op:41,updatecallback:71,updatestack:81,upgrad:87,upload:[19,27,29,54,76],upon:19,upper:8,upstream:70,uri:81,url:[12,70],usag:[1,2,7,8,9,14,35,43,60,72,75,76,88,89],use:[1,2,4,6,7,8,9,11,12,14,15,16,17,18,19,25,28,32,34,36,40,41,43,46,48,49,50,55,56,57,58,59,60,61,62,63,65,66,68,69,70,71,72,75,76,78,80,81,82,88,89,90,91],use_eigen_bla:65,use_eigen_for_bla:65,use_etcd:14,use_global_stat:8,use_gpu:[76,77,78,80,82,89,90,91],use_mkldnn:8,use_old_updat:[22,77,78],use_seq:60,use_sparse_remote_updat:22,used:[1,2,4,7,8,9,10,11,12,14,15,16,17,18,19,25,26,32,34,40,42,43,46,47,48,50,51,53,55,57,58,60,63,65,66,68,69,71,72,73,75,77,78,80,81,88,90,91],useful:[1,2,8,9,16,55,65,68,71,80,91],usegpu:[71,89],user:[1,2,6,8,9,12,14,15,16,17,18,21,23,26,27,30,31,32,33,34,36,41,42,46,47,48,49,50,51,52,53,55,57,58,60,62,70,76,77,78,81,86,90,91],user_info:12,user_nam:21,usercert:21,userinfo:12,userkei:21,usernam:21,uses:[2,19,26,43,48,65,68,69,70,71,73,76,78,81,90,91],using:[1,2,4,6,8,9,12,14,15,17,18,19,23,24,26,27,30,31,32,34,36,40,41,42,44,47,48,52,53,55,57,60,62,65,66,68,69,70,71,72,73,75,76,78,80,81,82,87,88,89,90,91],usr:[61,76,78,81],usrdict:88,usrmodel:88,usual:[8,14,27,44,53,60,61,70,72,75,78,80,81],utf:88,util:[4,61,68,71,72,75,86],uuid:[20,26],v28:8,v7a:65,v8a:65,valid:[8,47,51,55,72,81,90],valu:[2,4,6,7,8,11,12,14,16,17,19,34,35,37,40,41,42,43,44,46,48,50,51,55,56,57,58,59,60,65,68,71,72,78,80,81,89,90],value1:78,value2:78,value_:56,value_evalu:7,value_rang:12,valueerror:34,values_:58,vanilla:68,varabl:49,vardesc:[17,33,44,46,51,56],vardescbuild:17,vari:[75,81],variabl:[2,8,10,12,15,16,17,28,32,33,34,35,36,40,41,42,44,45,48,49,50,52,53,56,57,58,60,61,65,71,72,76,81,82],variablenamemap:72,varialbl:32,varianc:[8,90],variant:[8,36,58,62],varibl:34,varienc:58,varient:58,variou:[17,53,65],varproto:57,vars_:[17,55],vartyp:[56,59],vartypeinfer:36,vector:[2,8,9,12,15,17,22,24,34,35,40,46,51,52,56,58,68,71,73,88,91],vectorenable_parallel_vector:77,vendor:18,verb:12,verbos:[30,70],veri:[2,8,11,18,23,31,32,43,49,53,55,58,68,75,76,91],verifi:[17,71],versa:61,version:[8,9,18,27,30,32,34,35,37,54,61,62,65,66,69,71,75,76,77,78,81,82,88],versu:15,vertic:[8,90],vgg:9,via:[19,40,47,61,70,75,81,86,91],vice:61,view:[8,37],viriabl:76,virtual:[36,52,62,69],virtualenv:69,visibl:[26,55,62],visit:14,visual:[8,62,75],vlog:[22,70],voc_dim:91,volum:[62,82],volumemount:[81,82],volumn:81,vutbr:12,wai:[2,7,8,9,15,24,26,42,46,48,50,53,58,60,62,68,69,70,71,80],wait:[19,24,76,78],walk:[4,89],wangkuiyi:18,want:[2,8,15,27,32,42,45,47,50,53,55,58,60,61,62,65,66,69,70,71,76,78,80,88,90,91],warn:[14,30],warp:[8,75],warpctc:8,watch:19,wbia:[81,90],web:62,websit:91,weight:[7,8,9,10,37,53,68,71,78,80,90],weight_act:9,weightlist:71,weights_:71,weights_t:71,welcom:18,well:[27,31,32,48,50,53,56,62,71,78,81,91],were:[7,18],west:81,wether:8,wget:[61,65],what:[6,8,18,32,46,49,57,60,72,86,91],whatev:[69,76],wheel:61,when:[1,2,6,7,8,10,12,14,16,17,18,19,22,23,24,27,30,34,42,43,44,46,48,49,51,58,65,68,69,70,71,72,73,75,76,78,80,81,82,86,88,89],whenev:[46,70],where:[2,8,9,10,15,17,19,26,33,40,42,44,51,53,58,60,68,71,72,75,78,80,88,90],wherea:[17,23,31,35],whether:[7,8,14,16,17,47,56,58,71,72,78,89],which:[1,2,4,6,7,8,9,12,14,15,16,17,18,19,21,23,24,26,27,28,31,32,34,36,37,40,41,43,44,45,46,47,48,49,50,51,52,55,56,57,58,60,65,68,69,70,71,72,73,75,76,78,80,81,86,89,90,91],whichev:89,while_loop:58,whileloop:58,whileop:17,whl:61,who:[31,33,46,70,88,90],whoever:24,whole:[2,7,12,32,35,38,39,40,45,57,70,76,81,82,86,91],whose:[2,8,12,16,19,26,40,51,52,57,58,68],why:[9,16,39,69],wide:[18,32,76],width:[7,8,12,22,38,47,71,72],wiki:[8,18],wikipedia:[8,12],wilder:2,window:[8,11,12,42,62,65,69],wirt:34,wise:[8,49,51,73],wish:76,with_avx:[62,65,76],with_avxcompil:61,with_bia:57,with_c_api:[65,66],with_coveragecompil:61,with_doccompil:61,with_doubl:[71,76],with_doublecompil:61,with_dsocompil:61,with_gpu:[62,65,69,76],with_gpucompil:61,with_profil:75,with_profilercompil:61,with_python:[65,76],with_pythoncompil:61,with_rdma:[65,76],with_rdmacompil:61,with_style_check:70,with_style_checkcompil:61,with_swig_pi:65,with_swig_pycompil:61,with_test:[62,72],with_testingcompil:61,with_tim:[75,76],with_timercompil:61,within:[8,23,60],without:[7,8,19,24,46,47,49,51,65,72,76],wloop:58,wmt14:68,wmt_shrinked_data:12,woboq:62,won:[75,76,90],wonder:2,word2vec:[27,76],word:[2,7,8,12,33,36,40,49,51,57,58,68,76,80],word_dict:[76,91],word_dim:91,word_id:2,word_idx:12,word_vector:91,word_vector_dim:[8,68,88],words_freq_sort:12,work:[2,4,12,15,17,18,19,41,42,46,47,61,68,69,70,71,75,76,78,81,82,86,91],worker:[49,59,81],workercount:81,workflow:[51,62,81],workspac:[62,70,76,78],world:76,worri:60,wors:89,would:[14,17,18,19,26,31,32,33,41,42,43,46,47,49,56,58,62,65,69,70,81,86,89,91],wouldn:33,wrap:[31,32,86],wrapper:[9,18,31,42,48,52,58,75],write:[2,12,15,19,26,31,34,36,41,42,46,47,48,49,51,52,58,62,69,74,76,81],write_lock:20,writelin:60,writer:[15,46],written:[17,32,37,42,48,51,52,56,72,73,76],wrong:[2,47],wrote:[34,49],wsize:81,www:[8,12],x64:[61,65,66],x86_64:65,x_1:8,x_n:8,x_neg:16,x_po:16,xarg:[7,71,76],xgbe0:78,xgbe1:78,xmap_read:12,xrang:[16,32,47,60,71],xxx:[15,58,90],xxxx:20,xxxxxxxxx:81,xxxxxxxxxx:81,xxxxxxxxxxxxx:81,xxxxxxxxxxxxxxxxxxx:81,xzf:61,y_dim:32,y_neg:16,y_po:16,y_predict:60,yaml:[18,76,81,86],yancey1989:27,yann:12,yapf:70,yeild:14,yet:86,yield:[2,12,15,21,47,60,91],yin:8,you:[1,2,4,6,8,9,14,16,27,55,60,61,62,65,66,68,69,70,71,75,76,78,80,81,86,88,89,90,91],your:[2,8,14,15,18,22,27,30,51,61,62,65,66,69,70,71,75,76,80,81,86,91],your_access_key_id:81,your_secrete_access_kei:81,your_source_root:39,yourself:8,yum:61,yuyang18:12,z_dim:32,z_size:32,zero:[2,6,8,9,10,12,16,19,32,43,46,56,71,78,81,91],zhidao:88,zip:[12,46,65],zone:81,zxvf:81},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 Android","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":[48,49,50,86],"book\u4e2d\u6240\u6709\u7ae0\u8282":54,"case":80,"class":[32,43,46,71,72],"filemanager\u8bbe\u8ba1\u6587\u6863":29,"function":[18,31,32,46,88],"new":[71,72],"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":73,AWS:81,Abs:5,DNS:81,EFS:81,For:[18,82],KMS:81,NOT:28,Not:69,The:[17,24,32,33,35,36,41,43,51,52,66],Use:[17,44,76,80,82],Using:[18,24,62,65,76],With:[27,62],about:32,access:81,account:81,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:81,address:81,addto:8,adversari:89,aggreg:8,aggregatelevel:8,alalysi:22,algorithm:[16,19,40,45,48,91],all:[55,58],analysi:48,android:65,api:[0,3,39,41,42,46,53,57,62],appendix:[86,91],applic:3,approach:75,architectur:[48,68,91],argument:[30,47,65,66,76,77,80,91],arrai:16,asset:81,associ:[55,81],assumpt:86,async:78,attent:68,attribut:[6,53],auc:7,auto:16,averag:42,avg:11,aws:81,backgraound:16,background:[49,50,58,59,60,72],backward:[33,51,72],base:[27,49],basepool:11,basic:86,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:72,block:[17,32,33,44,46,51],block_expand:8,blockdesc:44,book:62,bootstrap:86,brelu:5,bring:86,bucket:81,build:[32,51,61,63,65,66,69,82],built:75,cach:2,can:55,capi:39,capi_priv:39,cento:61,challeng:[45,49],check:[8,16,71,76],checker:16,checkpoint:[19,20,26],chines:88,choos:[18,81],chunk:7,cifar:12,classif:7,classification_error:7,classification_error_print:7,client:24,clip:8,close:16,cloudform:81,cluster:[25,76,80,81,86],cmake:[18,66],code:[27,46,69,70],column_sum:7,command:[76,79,80,91],commit:82,common:78,commun:78,compar:86,comparis:46,compil:[17,44,51,65,66,72],compos:47,comput:[17,33,51,53,73],con:86,concat:8,concept:[46,51,81],conclus:[26,34,86],condit:32,config:[3,80],configur:[13,68,74,81,91],conll05:12,connect:8,construct:33,contain:[62,82],content:[39,75,81],context_project:8,contribut:70,control:51,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[26,48,49],convolut:91,core:[16,46,81],cos_sim:8,cost:8,cpu:[62,80],creat:[47,50,51,55,81,82],creation:[23,42,53],creator:47,credenti:81,crf:8,crf_decod:8,cross:[65,66],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:[8,12,19,47,48,60,81,82,88,89,91],datafeed:12,dataprovid:[2,3,78],dataset:[12,19,23,76],datatyp:12,decayedadagrad:10,decor:47,deep:17,defin:[72,81,91],definit:59,delet:81,demo:[32,81],dens:26,depend:[32,61],deploi:27,deriv:71,describ:41,descript:[30,51,78,89],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:[55,81],detail:[22,78],detect:[7,8],detection_map:7,detection_output:8,develop:[51,62,69,74],devic:80,dictionari:[47,88],differ:[51,80],directori:81,discrimin:32,discuss:[32,49],dispatch:[19,23],distribut:[15,19,22,27,48,76,78,81],doc:[15,17,19,23,24,25,26,28,31,33,36,37,43,44,46,47,48,49,50,51,52,56],docker:[27,62,65,69,82],document:[62,85],doe:28,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:81,download:[61,81,82,88,90],dropout:8,dylib:39,dynam:[19,58],dynet:34,ec2:81,eigen:73,elast:81,elect:26,els:17,embed:[8,88,91],engin:32,enough:16,entri:47,environ:[27,65],eos:8,equat:71,eval:48,evalu:[7,60],event:[14,15],exampl:[15,18,35,39,50,88,89],execut:[17,44,51],executor:28,exp:5,expand:8,expandlevel:8,explain:16,extern:81,extract:[88,90],fabric:76,fault:19,featur:90,file:[17,81,82,91],find:81,first_seq:8,format:[17,19,37,91],forward:[33,72],frame:17,framework:[16,73],from:[15,26,57,61,63,69],full_matrix_project:8,fulli:8,gan:[32,89],gate:68,gated_unit:8,gener:[32,68,69,86,89],get:[64,82],get_output:8,global:[44,46],gotcha:69,gpu:[62,75,78,80],gradient:[16,24,52,71],gradient_print:7,graident:16,graph:[33,34,49,51,53],group:[8,81],gru:[9,78],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:75,handler:[15,38],happen:26,helper:46,hierarchi:17,high:[41,42,53,57],how:[16,22,42,47,51,72,73,74,75],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:81,ident:5,identity_project:8,ifels:35,ifelseop:17,imag:[8,9,27,62,65,82],imagenet:90,imdb:12,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:12,implement:[16,18,22,28,37,40,42,46,47,51,52,53,71,72,73,89],infer:[14,65,91],infershap:[44,56],infervartyp:36,info:90,ingredi:15,ingress:29,init_hook:2,initi:[24,32,80,81],input_typ:2,insid:55,inspect:81,instal:[61,63,65,66,81,86,91],instanc:81,integr:81,interact:57,interfac:[12,16,19,24,25,41,47,50,55,90],intermedi:51,interpol:8,introduc:58,introduct:[1,53,76,88,90],isn:47,job:[19,27,76,81,82],join:8,kei:81,kernel:51,kill:76,kmax_sequence_scor:8,kube:81,kubectl:81,kubernet:[27,76,81,82],lambda_cost:8,languag:17,larg:22,last_seq:8,launch:76,layer:[8,15,31,46,71,80],learn:17,learnabl:8,leval:57,level:[41,42,53,57],libpaddle_capi_shar:39,libpaddle_capi_whol:39,librari:[24,51,65],limit:48,line:[76,79,91],linear:[5,60],linear_comb:8,linux:[65,76],list:[20,47],local:[48,50,55,80,81],lodtensor:[40,58],lodtensordesc:59,log:[5,70,91],logic:23,logist:91,low:[42,53,57],lstm:[9,78],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,macro:51,main:32,manag:[18,76],map:[47,51],master:[19,23,27],math:8,mathemat:16,matrix:78,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:[8,80],mnist:[12,89],model:[2,3,13,15,22,24,26,32,37,60,62,67,68,76,80,88,89,90,91],modifi:82,modul:[51,73],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:[55,81],nce:8,necess:46,necessari:51,need:[47,69,75],nest:40,network:[9,51,68,80,89,90,91],neural:[68,91],neuralnetwork:60,nlp:[9,78],non:2,norm:[8,53],note:16,numer:16,numpi:16,nvprof:75,nvvp:75,object:19,observ:[88,90],onli:[47,55,62],op_mak:51,openmpi:76,oper:[31,35,42,44,46,49,51,52,56,58,72],opinfomap:51,opkernel:[51,72],opproto:57,ops:53,optim:[10,19,24,33,41,46,74,91],option:[30,61,88],opwithkernel:51,order:30,origin:51,orthogon:55,outlin:77,output:[8,76,81],overview:[26,28,51,55,91],packag:18,pad:8,paddl:[22,47,55,73,82],paddlejob:27,paddlepaddl:[15,17,42,44,48,53,54,62,63,65,66,69,76,81,85,88],pair:81,parallel_nn:80,paramet:[6,8,14,15,19,24,25,27,42,43,46,49,53,76,78,79,81,88,90],parameteraverageoptim:42,paraphras:88,parent:55,part:33,partit:24,pass:80,path:[26,30],penalti:53,perform:[42,75,78],persist:23,pfsclient:[29,30],pfsserver:29,placement:48,platform:76,pnpair:7,point:81,pool:[8,11],pose:[36,52],power:8,precision_recal:7,predict:[4,90],prefetch:47,prelu:8,prepar:[60,76,81,88,89],preprocess:[88,91],pretrain:88,print:7,privat:81,pro:86,problem:[36,41,52,60],procedur:86,process:[19,24,27,41,51,69],profil:75,program:[17,44,46,76],programdesc:44,project:18,propos:[36,52,53],protobuf:56,protomak:72,provid:[2,47,91],prune:45,pserver:26,pydataprovider2:2,python:[4,16,27,40,41,42,46,47,48,53,57,59,62,71,72,90,91],qualiti:51,queue:[19,23],quick:91,randomnumb:78,rank:7,rank_cost:8,raspberri:66,reader:[12,15,47],realiz:51,recoveri:19,recurr:[8,9,68,91],recurrent_group:8,ref:16,refactor:51,refer:[2,48,49,75],region:81,regist:[36,51,57,72],registr:[51,52],registri:51,regress:[60,91],regular:[24,53],relat:[51,58],relu:5,remark:72,remot:[25,50],render:81,repeat:8,represent:[17,51],requir:[18,32,61],reshap:8,resiz:8,resnet:90,result:[76,82],retri:23,reus:46,review:70,revis:88,rmsprop:10,rnn:[40,58,67,68,78],rnnop:[17,40,51],rotat:8,route53:81,row:56,row_conv:8,row_l2_norm:8,run:[69,72,82],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:82,secur:81,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:68,sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[19,23,24,27,49,76,78,81],servic:81,session:[48,50],set:79,setup:[61,65,81],sextant:86,sgd:78,share:[15,55],should:55,shuffl:47,sigmoid:5,simpl:[60,68],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:69,sourc:[61,63,69],span:61,spars:[24,25,26,56,80],specifi:[80,88],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:17,standard:[70,91],stanh:5,start:[15,64,76,81,82,91],startup:82,step:40,storag:53,store:19,structur:89,style:70,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:[37,91],support:58,survei:[34,53,86],synopsi:30,system:81,tabl:39,table_project:8,take:47,tanh:5,task:[19,23],tear:81,tecton:86,templat:81,tensor:[8,51,73],tensorarrai:58,tensordesc:59,tensorflow:34,test:[69,70,71,72,78,80],text_conv_pool:9,theori:16,thi:55,think:32,three:58,timelin:26,timer:75,tip:75,todo:[20,21],togeth:55,toi:89,toler:19,tool:[18,75,76,86],toolchain:66,train:[14,15,19,22,25,27,41,47,48,60,62,76,78,80,81,82,88,89,91],trainer:[14,19,24,26,27,76,81],tran:8,trans_full_matrix_project:8,transfer:91,tune:[75,78],tutori:88,two:16,type:72,ubuntu:61,uci_h:12,uniform:58,unit:[69,70,71,72,78],updat:[15,25,26,81],usag:[40,47,62,73,74],use:[22,47,73],user:[19,88],util:7,value_print:7,vardesc:59,variabl:[46,51,55,59],vector:78,verifi:81,vgg_16_network:9,visual:90,volum:81,vpc:81,warp_ctc:8,what:[22,26,28,69,75],when:[26,55],why:[42,47,51,58,75],wmt14:12,word:[88,91],work:62,workflow:70,wrapper:71,write:[70,71,72,91],yaml:82,zoo:90}})