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/data/data_reader","api/v2/data/dataset","api/v2/data/image","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/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","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/ops/sequence_decoder","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/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/index_en","howto/optimization/cpu_profiling","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","mobile/cross_compiling_for_android_en","mobile/cross_compiling_for_raspberry_en","mobile/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/data/data_reader.rst","api/v2/data/dataset.rst","api/v2/data/image.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/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.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/ops/sequence_decoder.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/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/index_en.rst","howto/optimization/cpu_profiling.md","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","mobile/cross_compiling_for_android_en.md","mobile/cross_compiling_for_raspberry_en.md","mobile/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,""]},"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.image":{batch_images_from_tar:[15,0,1,""],center_crop:[15,0,1,""],left_right_flip:[15,0,1,""],load_and_transform:[15,0,1,""],load_image:[15,0,1,""],load_image_bytes:[15,0,1,""],random_crop:[15,0,1,""],resize_short:[15,0,1,""],simple_transform:[15,0,1,""],to_chw:[15,0,1,""]}},objnames:{"0":["py","function","Python function"],"1":["py","module","Python module"]},objtypes:{"0":"py:function","1":"py:module"},terms:{"0000x":99,"00186201e":4,"00m":80,"01852v1":8,"03m":80,"0424m":80,"0473v3":9,"055ee37d":86,"0630u":80,"06u":80,"08083v2":8,"0810u":80,"08823112e":4,"0957m":80,"0_cudnn5":66,"0_cudnn5_avx_mkl":69,"0_cudnn7_avx_mkl":69,"0ab":8,"0rc":81,"0rc1":60,"0rc2":60,"0x10f256d50":39,"0x7ffe4de00110":39,"100gb":80,"100gi":86,"10g":30,"10m":80,"1150u":80,"11\u5b9e\u73b0\u4e86c":44,"11e6":87,"12194102e":4,"124n":80,"13m":87,"1490u":80,"15501715e":4,"1550u":80,"15mb":99,"16mb":99,"16u":80,"173m":98,"173n":80,"1770u":80,"18ad":86,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":87,"197u":80,"1gb":80,"1st":[96,98],"210u":80,"211839e770f7b538e2d8":9,"215n":80,"228u":80,"234m":98,"2520u":80,"252kb":99,"25639710e":4,"25k":99,"2680u":80,"27787406e":4,"279n":80,"27m":80,"285m":80,"2863m":80,"28m":80,"28x28":2,"2977m":80,"2cbf7385":86,"302n":80,"30u":80,"32777140e":4,"328n":80,"32u":80,"32x32":14,"331n":80,"3320u":80,"36540484e":4,"365e":86,"36u":80,"3710m":80,"3768m":80,"387u":80,"38u":80,"3920u":80,"39u":80,"4035m":80,"4090u":80,"4096mb":83,"4279m":80,"43630644e":4,"43u":80,"448a5b355b84":87,"4560u":80,"4563m":80,"45u":80,"4650u":80,"4726m":80,"473m":87,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":83,"4yf":8,"50bd":86,"50gi":86,"51111044e":4,"514u":80,"525n":80,"526u":80,"53018653e":4,"536u":80,"5460u":80,"5470u":80,"54u":80,"5690m":80,"573u":80,"578n":80,"5798m":80,"586u":80,"58s":87,"5969m":80,"5_cudnn5_avx_mkl":69,"5delta":8,"6080u":80,"6082v4":8,"6140u":80,"6305m":80,"639u":80,"64m":42,"655u":80,"6780u":80,"6810u":80,"682u":80,"6970u":80,"6ce9":86,"704u":80,"70634608e":4,"7090u":80,"72296313e":4,"72u":80,"73u":80,"75u":80,"760u":80,"767u":80,"783n":80,"784u":80,"78m":80,"7eamaa":14,"7kb":87,"8250u":80,"8300u":80,"830n":80,"849m":80,"85625684e":4,"861u":80,"8661m":80,"892m":80,"901n":80,"90u":80,"918u":80,"9247m":80,"924n":80,"9261m":80,"93137714e":4,"9330m":80,"94u":80,"9530m":80,"96644767e":4,"983m":80,"988u":80,"997u":80,"99982715e":4,"99m":98,"99u":80,"9f18":87,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":33,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":23,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":33,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":33,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":60,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":33,"\u4e0a\u4f20\u65b9\u6cd5":60,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":33,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":24,"\u4e0b\u8f7d":33,"\u4e0b\u8f7d\u5230\u672c\u5730":33,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":44,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":33,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":43,"\u4e0d\u4f7f\u7528c":43,"\u4e0d\u4f7f\u7528swig":43,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":43,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":43,"\u4e0d\u5728":44,"\u4e0d\u5bb9\u6613\u51fa\u9519":33,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":43,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":43,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":43,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":24,"\u4e0e":79,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":33,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":60,"\u4e0e\u53ef\u80fd\u6709\u7684":60,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":79,"\u4e0e\u8c03\u4f18":79,"\u4e0epython\u4e0d\u540c":79,"\u4e0epython\u5e93yep":79,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":43,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":79,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":44,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":43,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":43,"\u4e24\u79cd\u6027\u80fd\u5206\u6790\u7684\u65b9\u5f0f\u90fd\u4ecb\u7ecd\u5b8c\u6bd5\u4e86":79,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":60,"\u4e2a\u6027\u5316\u63a8\u8350":60,"\u4e2d":[43,44,79],"\u4e2d\u5199\u5165json\u5185\u5bb9":23,"\u4e2d\u5b8c\u5168\u4e00\u81f4":43,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":44,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":24,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":33,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":44,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":79,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":33,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":44,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":79,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":43,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":44,"\u4e5f\u4e0d\u751f\u6210":44,"\u4e66\u5199":43,"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":79,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":79,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":79,"\u4ea4\u4e92\u7684\u65b9\u6cd5":79,"\u4eba\u8138\u8bc6\u522b":24,"\u4ec5\u4ec5\u4f7f\u7528":43,"\u4ece":60,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":23,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":23,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":44,"\u4ed6\u662f\u5c06":44,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":43,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":43,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":24,"\u4ee3\u8868shard\u7684index":24,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":24,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":24,"\u4ee5\u4e0b":24,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":33,"\u4ee5\u53canumpi":24,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":23,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":79,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":43,"\u4f1a\u6253\u5370\u4e00\u4e9b\u7edf\u8ba1\u4fe1\u606f\u5230":79,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":79,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":43,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":24,"\u4f20\u5165":24,"\u4f46":44,"\u4f46\u4e0d\u66b4\u9732":44,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":60,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":60,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":44,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":43,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":79,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":24,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":43,"\u4f7f\u7528":[44,60,79],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":24,"\u4f7f\u7528\u52a8\u6001\u5e93":43,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":23,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542fhttp\u670d\u52a1":79,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":79,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":44,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":44,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":23,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":43,"\u4f7f\u7528c":44,"\u4f7f\u7528c99\u505a\u63a5\u53e3":43,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":43,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":43,"\u4f7f\u7528cmake\u7684\u8bdd":79,"\u4f7f\u7528regress":60,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":43,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":43,"\u4f7f\u7528void":43,"\u4f8b\u5982":[24,43,44,60],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":79,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":43,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":43,"\u4f8b\u5982\u5bf9\u4e8epython":43,"\u4f8b\u5982c":43,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":43,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":43,"\u4f8b\u5982python\u7684":43,"\u4f9d\u6b21\u7c7b\u63a8":60,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":43,"\u4fee\u590d\u6240\u6709bug\u540e":60,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":60,"\u4fee\u590dubuntu":60,"\u4fee\u6539\u6210":60,"\u505a\u53ea\u8bfb\u6302\u8f7d":24,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":60,"\u505a\u63a5\u53e3":43,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":23,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":79,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":79,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":44,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":79,"\u5176\u4e2d":[43,60,79],"\u5176\u4e2d\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u8c03\u4f18\u7684\u81f3\u5173\u91cd\u8981\u7684\u91cf\u5316\u6307\u6807":79,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":44,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":60,"\u5176\u547d\u4ee4\u5982\u4e0b":79,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":44,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":44,"\u5177\u4f53\u8bf7\u53c2\u8003":44,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":43,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":43,"\u518d\u57fa\u4e8e":60,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":79,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":79,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":79,"\u5199\u4ee3\u7801":43,"\u5199\u5165\u5feb\u7167\u6570\u636e":23,"\u51fd\u6570":79,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":24,"\u51fd\u6570\u540d":79,"\u51fd\u6570\u540d\u4e3a":44,"\u51fd\u6570\u547d\u540d":43,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":79,"\u51fd\u6570\u603b\u65f6\u95f4":79,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":79,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":79,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":23,"\u5206\u652f":60,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":60,"\u5206\u652f\u4e2d":60,"\u5206\u652f\u4e3a\u5f00\u53d1":60,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":60,"\u5206\u652f\u4e3a\u7a33\u5b9a":60,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":60,"\u5206\u652f\u5408\u5165":60,"\u5206\u652f\u5408\u5165master\u5206\u652f":60,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":60,"\u5206\u652f\u540d\u4e3a":60,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":60,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":60,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":60,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":60,"\u5206\u7247":23,"\u5217\u540d":79,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":23,"\u5219\u5ffd\u7565":23,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":23,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":23,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":23,"\u5230":23,"\u524d\u9700\u8981\u5b89\u88c5":79,"\u529f\u80fd":33,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":60,"\u52a8\u6001\u5e93":43,"\u5305":79,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":44,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":79,"\u5305\u62ec":24,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":23,"\u534f\u540c\u5b8c\u6210releas":60,"\u5355\u4e2a\u503c":24,"\u5355\u70b9\u6545\u969c":23,"\u5355\u7eaf\u7684":79,"\u5360\u7528\u4e8617":79,"\u5373":44,"\u5373\u4f7f\u7528":44,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5373\u4f7fc":44,"\u5373\u4f8b\u5982":44,"\u5373\u4fbfpaddl":44,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":79,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":79,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":44,"\u5373\u66b4\u9732":44,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":43,"\u53c2\u6570":43,"\u53c2\u8003":[33,43],"\u53cc\u5411\u9a8c\u8bc1":33,"\u53d1\u5e03\u5230dockerhub":60,"\u53d1\u5e03\u5230github":60,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":23,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":44,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":43,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":23,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":23,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":43,"\u53ef\u4ee5\u5c06cmake":79,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":24,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":79,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":23,"\u53ef\u4ee5\u7528":33,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":24,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":79,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":60,"\u53ef\u4ee5\u8bbe\u7f6e":79,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":23,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":79,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":23,"\u540c\u65f6\u518d\u5c06":60,"\u540c\u65f6\u63d0\u8d77":60,"\u540d\u5b57\u4fee\u9970":43,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":23,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":60,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":43,"\u542b\u4e49":79,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":23,"\u547d\u4ee4\u884c\u4e2d\u7684":79,"\u548c":[24,43,44,60,79],"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":79,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":24,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":23,"\u56e0\u4e3a\u5728\u7a0b\u5e8f\u5b9e\u9645\u8fd0\u884c\u4e2d":79,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":79,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":23,"\u56e0\u4e3ac":79,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":43,"\u56fe\u50cf\u5206\u7c7b":60,"\u5728":[44,60,79],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":23,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":79,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":24,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":60,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":23,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":79,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":44,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":24,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":23,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":44,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":23,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":23,"\u5728\u672c\u6587\u6863\u4e2d":33,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":24,"\u5728\u6837\u4f8b\u4e2d":44,"\u5728\u7528\u6237\u4f7f\u7528c":44,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":24,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":60,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":79,"\u5728\u8fd9\u4e2a":60,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":60,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":44,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":44,"\u5728c":43,"\u5728c\u7684\u5934\u6587\u4ef6":43,"\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":24,"\u5728paramet":23,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":44,"\u5747\u662f\u5728":44,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":33,"\u591a\u4e2a\u503c":24,"\u591a\u4e2aparamet":23,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":43,"\u5982\u56fe\u4e2dtrainer":23,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":23,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":79,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":43,"\u5982\u679c\u5931\u8d25":60,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":23,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":23,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":24,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":60,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":44,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":44,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":44,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":23,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":43,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":60,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":43,"\u5982\u679cparamet":23,"\u5b57\u7b26\u4e32":24,"\u5b58\u50a8":24,"\u5b66\u4e60\u6210\u672c\u9ad8":43,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":24,"\u5b89\u88c5":79,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":44,"\u5b89\u88c5\u5b8c\u6210\u540e":79,"\u5b89\u88c5\u5b8c\u6bd5\u540e":79,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":33,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":24,"\u5b9e\u73b0\u7b80\u5355":43,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":43,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":43,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":43,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":43,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":79,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":44,"\u5bf9\u4e8e\u6bcf\u79cdc":44,"\u5bf9\u6bd4":43,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":44,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":60,"\u5bfb\u627e\u74f6\u9888":79,"\u5bfb\u627epython\u4e0ec":79,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":44,"\u5c06":60,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":23,"\u5c06\u5927\u91cf\u7684":43,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":79,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":79,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":60,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":60,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":79,"\u5c31\u751f\u6210\u51fa\u6765\u4e86":79,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":43,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":79,"\u5de5\u5177":79,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":79,"\u5e0c\u671b\u901a\u8fc7\u8fd9\u4e24\u79cd\u6027\u80fd\u5206\u6790\u7684\u65b9\u5f0f":79,"\u5e38\u89c1\u7684\u5305\u62ec":79,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":23,"\u5e73\u5747\u6545\u969c\u7387":23,"\u5e76\u4e14\u4f7f\u7528":44,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":43,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":33,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":33,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":43,"\u5e76\u5220\u9664":60,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":23,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":23,"\u5e76\u53d1\u5e03\u5230pypi":60,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":24,"\u5e76\u5c06c":44,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":23,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":43,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":24,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":60,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":60,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":79,"\u5efa\u8bae":60,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":44,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":60,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":60,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":60,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":23,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":60,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":79,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":44,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":33,"\u5f53main":79,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":43,"\u5f97\u4f7f\u7528":43,"\u5fc5\u8981":44,"\u6027\u80fd\u4f18\u5316\u7684\u6b65\u9aa4":79,"\u6027\u80fd\u5206\u6790":79,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u8c03\u4f18\u7684\u57fa\u7840":79,"\u6027\u80fd\u5206\u6790\u786e\u8ba4\u8c03\u4f18\u6548\u679c":79,"\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":79,"\u6027\u80fd\u5206\u6790\u7ed3\u679c\u683c\u5f0f\u5982\u4e0b":79,"\u60c5\u611f\u5206\u6790":60,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":44,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":43,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":79,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":79,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":79,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":79,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":24,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":33,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":33,"\u6211\u4eec\u9009\u62e9":24,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":24,"\u6216\u8005":[43,44,79],"\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":23,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":24,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":24,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":23,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":33,"\u6240\u4ee5paddle\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":79,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":44,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":44,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":44,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":43,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":44,"\u628a":24,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":24,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":79,"\u6307\u5f00\u542fhttp\u670d\u52a1":79,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":23,"\u63a5\u53e3":[43,44],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":44,"\u63a5\u53e3\u662f":24,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":33,"\u63a7\u5236\u7528\u6237\u6743\u9650":24,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":33,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":79,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":33,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":33,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":24,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":33,"\u6548\u679c\u5982\u4e0b":79,"\u6570\u636e":33,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":43,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":33,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":24,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":24,"\u6587\u4ef6":43,"\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":33,"\u6587\u4ef6\u5185\u5bb9\u4e3a":43,"\u6587\u4ef6\u540d":79,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":23,"\u6587\u4ef6\u5bf9\u5e94\u7684data":24,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":33,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":60,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":60,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":33,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":43,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":24,"\u65e0\u8bba\u662f\u4ece":24,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":24,"\u65f6":23,"\u662f":33,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":43,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":44,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":79,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":43,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":44,"\u662f\u56e0\u4e3ac99\u652f\u6301":43,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":33,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":79,"\u662f\u6307":44,"\u662f\u7528\u6237\u4f7f\u7528c":44,"\u662fc":44,"\u663e\u7136":79,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":23,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":44,"\u6700\u540e\u5220\u9664":60,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":43,"\u6709\u6761\u4e0d\u7d0a\u7684\u5bf9\u7a0b\u5e8f\u8fdb\u884c\u6027\u80fd\u4f18\u5316":79,"\u6709\u6807\u51c6\u7684":43,"\u6709\u7684\u65f6\u5019":43,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":79,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":60,"\u672c\u6587\u6863\u63cf\u8ff0paddl":44,"\u673a\u5668\u7ffb\u8bd1":60,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":23,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":79,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":79,"\u6765\u786e\u4fdd\u628a":43,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":43,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":24,"\u6765\u8fdb\u884c\u8ba8\u8bba":44,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":60,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":79,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":79,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":79,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":79,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":79,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":23,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":23,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":23,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":43,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":79,"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":79,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":23,"\u6bcf\u4e00\u4e2a":60,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":24,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":79,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":24,"\u6bcf\u4e2adata":24,"\u6bcf\u4e2aparamet":23,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":23,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":79,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":24,"\u6bcf\u969410\u5206\u949f":23,"\u6bd4\u5982":24,"\u6bd4\u5982\u5c06":60,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":23,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":24,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":24,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":79,"\u6ce8":23,"\u6ce8\u610f":79,"\u6d4b\u8bd5":79,"\u6d4b\u8bd5docker\u955c\u50cf":60,"\u6d6e\u70b9\u578b\u6570\u636e":24,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":79,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":79,"\u7136\u540e\u5728etcd\u7684":23,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":33,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":33,"\u7248\u672c\u5206\u652f":60,"\u7248\u672c\u53f7":60,"\u7248\u672c\u53f7rc":60,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":60,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":43,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":24,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":24,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":43,"\u751f\u6210\u6587\u6863":43,"\u751f\u6210\u7684":24,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":79,"\u751f\u6210\u7ed9\u5b9a":24,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":79,"\u751f\u6210api\u6587\u6863":43,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":33,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":79,"\u7528":33,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":24,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":24,"\u7528\u6237\u4f7f\u7528python\u8fdb\u884c\u795e\u7ecf\u7f51\u7edc\u7f16\u7a0b":79,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":44,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":24,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":44,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":24,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":33,"\u7528\u6237\u901a\u8fc7c":44,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":79,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":23,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":23,"\u7531\u4e8ec":43,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":33,"\u7531\u4e8epypi":60,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":33,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":79,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":43,"\u7684\u5934\u6587\u4ef6":43,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":79,"\u7684\u6027\u80fd\u6709\u95ee\u9898":79,"\u7684\u63a5\u53e3\u6837\u5f0f":43,"\u7684\u6570\u636e\u6d41\u56fe":24,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":43,"\u7684\u7f29\u5199":33,"\u7684\u89c4\u8303":43,"\u7684\u89d2\u5ea6":24,"\u7684\u8be6\u7ec6\u4fe1\u606f":79,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":24,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":23,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":43,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":33,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":43,"\u76ee\u5f55\u4e0b":44,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":43,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":44,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":43,"\u771f\u6b63\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":79,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":43,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":43,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":23,"\u79bb\u7ebf\u6279\u5904\u7406":24,"\u79d1\u5b66\u7684\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898":79,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":79,"\u7aef\u7684":79,"\u7b2c\u4e00\u4e2atag\u4e3a":60,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":60,"\u7b2c\u4e8c\u4e2a\u4e3a":60,"\u7b49":44,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":44,"\u7b49\u6587\u4ef6":44,"\u7b49\u7b49":79,"\u7c7b\u4f3c":44,"\u7c7b\u540d\u548cc":43,"\u7c7b\u578b":43,"\u7ea2\u697c\u68a6":96,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":79,"\u7ed3\u8bba":43,"\u7edf\u4e00\u7528":24,"\u7f16\u8bd1\u5668\u6ca1\u6709":43,"\u7f16\u8bd1\u578b\u8bed\u8a00":43,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":79,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":79,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":79,"\u7f16\u8bd1\u65f6\u6307\u5b9a":79,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":60,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":60,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":60,"\u7f16\u8bd1c":44,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":60,"\u7f16\u8bd1ubuntu\u7684deb\u5305":60,"\u800c":79,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":44,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":43,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":44,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":33,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":23,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":43,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":43,"\u800c\u5bf9\u4e8egolang":43,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":43,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":44,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":24,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":43,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":23,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":44,"\u81f3\u6b64":79,"\u826f\u597d\u7684\u6587\u6863":43,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":23,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":44,"\u884c\u53f7":79,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":43,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":43,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":23,"\u8ba9paddle\u6838\u5fc3\u4e2d":44,"\u8bad\u7ec3":79,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":23,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":60,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":60,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":60,"\u8bbe\u7f6e":44,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":79,"\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":79,"\u8bc6\u522b\u6570\u5b57":60,"\u8bcd\u5411\u91cf":60,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":79,"\u8be6\u7ec6\u8bbe\u8ba1":33,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":60,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":79,"\u8bf4\u660e":23,"\u8bf7\u53c2\u8003":44,"\u8c03\u4f18\u74f6\u9888":79,"\u8c03\u7528paddle\u7684\u52a8\u6001\u94fe\u63a5\u5e93":79,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":24,"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":79,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":23,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u53ef\u4ee5\u8ba9\u5f00\u53d1\u4eba\u5458\u79d1\u5b66\u7684":79,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":79,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":79,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":60,"\u8fd8\u662f\u4ece":24,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":44,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":44,"\u8fd9\u4e09\u4e2a\u5206\u652f":60,"\u8fd9\u4e0d\u65b9\u4fbf\u6211\u4eec\u8fdb\u884c\u540e\u671f\u5904\u7406":79,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":79,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":44,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":44,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":44,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":43,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":43,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":79,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":44,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":44,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":44,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":44,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":24,"\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":24,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":43,"\u8fd9\u662f\u56e0\u4e3a":43,"\u8fd9\u6837":44,"\u8fd9\u6837\u4fdd\u8bc1":60,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":24,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":33,"\u8fd9\u884c\u547d\u4ee4\u4e2d":79,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":43,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":79,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":23,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":79,"\u8fdb\u800c\u591a\u673a":79,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":79,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":79,"\u8fdb\u800c\u8c03\u7528paddl":79,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":60,"\u8fdb\u884c":79,"\u8fdb\u884cpython\u4e0ec":79,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":33,"\u901a\u5e38":[44,79],"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":23,"\u901a\u5e38\u662f\u5faa\u73af\u91cd\u590d\u82e5\u5e72\u6b21":79,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":79,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":44,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":33,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":60,"\u90a3\u4e48":44,"\u90e8\u5206\u7684\u4ee3\u7801":79,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":24,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":43,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":33,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":23,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":43,"\u91cd\u547d\u540d\u6210":43,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":43,"\u9519\u8bef\u5904\u7406":43,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":43,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":43,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":44,"\u9700\u8981":24,"\u9700\u8981\u4fee\u6539build":60,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":33,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":44,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":60,"\u9700\u8981\u5f15\u7528":44,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":43,"\u9700\u8981\u6ce8\u610f\u7684\u662f":60,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":44,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":60,"\u9ed8\u8ba4256k":33,"abstract":[48,59,61,75,83],"api\u4e2d\u4f7f\u7528":43,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":44,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":44,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":44,"api\u63a5\u53e3":33,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":44,"api\u65f6":44,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":44,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":44,"api\u66b4\u9732\u7684\u7c7b\u578b":44,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":44,"api\u7684\u5b9e\u4f8b":44,"api\u7684\u5b9e\u73b0\u7ec6\u8282":44,"api\u7684\u63a5\u53e3":44,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":44,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":44,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":44,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":44,"block\u6784\u6210\u4e00\u4e2amodel":23,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":60,"boolean":[34,40,43],"break":[21,64,99],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":60,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":60,"byte":[15,33,42],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":43,"c\u6709\u6807\u51c6\u7684abi":43,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":43,"case":[8,25,44,48,51,53,54,57,72,75,76,80,84,86,94,97,99],"char":27,"class":[4,5,6,7,8,9,10,11,13,14,17,18,20,31,35,36,38,39,41,43,46,47,50,54,57,58,59,61,62,63,64,77,82],"const":[20,25,27,35,41,49,51,58,61,63,64,75,76,77],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":44,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":44,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":44,"core\u6982\u5ff5":44,"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":79,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":24,"deb\u5305":60,"deb\u5305\u7f16\u8bd1\u95ee\u9898":60,"default":[2,6,7,8,9,10,11,13,14,15,17,18,20,21,37,41,42,45,51,52,61,62,63,65,66,67,69,73,74,76,81,83,85,86,87,91,92,94,99],"enum":[25,27,50,62,63,65],"export":[39,67,81],"final":[8,9,19,39,45,46,64,75,76],"float":[2,6,7,8,10,13,35,41,63,75,76,77,80,85,96,98],"function":[2,4,8,9,13,18,20,22,26,27,28,30,31,35,38,41,45,46,48,49,50,51,53,54,55,57,58,59,61,63,64,72,75,76,77,79,80,81,83,94,97,99],"golang\u53ef\u4ee5\u4f7f\u7528":43,"golang\u7684":43,"h\u5e76\u4e0d\u56f0\u96be":43,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":24,"import":[2,4,7,8,18,20,21,37,39,40,45,46,50,55,61,69,70,72,76,80,81,86,92,96,97,98,99],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":33,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":24,"instance\u5305\u6db5\u4e24\u4e2a\u503c":24,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":24,"int":[2,6,7,8,9,13,14,15,20,25,26,27,30,40,41,43,44,50,52,53,62,63,64,65,75,77,81,85,99],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":43,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":60,"long":[1,8,9,13,80],"model\u505a\u5206\u652f\u7ba1\u7406":60,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":24,"new":[2,8,13,19,20,21,22,25,26,27,28,29,35,46,48,52,53,54,56,57,59,63,64,70,73,74,78,86,87,94,97,99],"note\u7684\u4e66\u5199":60,"null":[39,75,83],"org\u76ee\u524d\u9075\u5faa":60,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":43,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":43,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":43,"paddle\u63d0\u4f9b\u4e86python\u8bed\u8a00\u7ed1\u5b9a":79,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":43,"paddle\u7684\u5f00\u53d1\u4eba\u5458\u548c\u4f7f\u7528\u4eba\u5458\u53ef\u4ee5\u6709\u6b21\u5e8f\u7684":79,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":44,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":43,"paddle\u7684c":44,"paddle\u8bad\u7ec3\u4efb\u52a1":24,"paddle\u8def\u5f84\u4e0b":44,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":43,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":44,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":43,"paddle_\u7c7b\u578b\u540d":44,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":44,"paddlepaddle\u4f7f\u7528git":60,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":60,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":24,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":60,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":60,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":60,"patch\u53f7":60,"patch\u53f7\u52a0\u4e00":60,"perftools\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790":79,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":33,"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":33,"pfsserver\u63d0\u4f9brest":33,"public":[14,20,35,36,41,58,61,63,64,75,76,77,81,86,87],"py\u4e2d":60,"py\u8fd0\u884c\u5b8c\u6bd5\u540e":79,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":60,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":79,"python\u89e3\u91ca\u5668\u901a\u8fc7":79,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":24,"reader\u8f93\u51fa\u7684data":24,"release\u9875\u9762":60,"return":[2,6,7,8,9,11,13,14,15,17,18,19,20,24,25,27,30,31,35,36,37,39,41,45,46,47,50,51,52,54,56,58,61,63,64,72,75,76,77,86,97,98,99],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":24,"server\u4e4b\u4e0a":23,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":23,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":23,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":23,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":23,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":23,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":23,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":23,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":23,"server\u751f\u6210\u4e00\u4e2auuid":23,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":23,"server\u7684\u6570\u636e\u5feb\u7167":23,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":23,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":23,"short":[8,9,35,37,52,61,64,76],"static":[17,27,44,61,63,86,94],"super":[52,75],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":43,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":43,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":43,"swig\u76f4\u63a5\u8bfb\u53d6c":43,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":43,"switch":[20,44,56,86],"tag\u4e3a":60,"throw":86,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":79,"true":[2,6,7,8,9,10,11,13,15,17,18,20,25,40,47,50,51,53,63,64,72,75,81,83,85,86,98],"try":[21,22,25,26,27,39,53,61,67,69,73,80,97],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":44,"type\u6307\u5b9a\u4e3a":79,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":79,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":60,"var":[20,36,38,40,47,50,51,52,57,61,64],"void":[20,25,27,35,36,41,42,43,44,50,51,62,63,75,76,77],"wheel\u5305":60,"while":[1,2,6,13,20,29,39,46,48,49,53,59,61,72,76,77,83,97,99],AGE:[86,87],AWS:[24,78,88,89],And:[2,7,8,10,13,14,15,17,19,25,29,30,32,37,39,53,61,72,85,86,87,96,98],But:[2,8,9,13,19,36,61,69,74,81,94],EOS:8,For:[1,2,7,8,9,10,13,17,18,20,26,27,28,30,31,36,38,41,42,45,46,48,49,50,51,52,53,54,56,57,58,59,62,63,65,66,67,70,72,74,75,76,77,80,82,83,85,91,92,94,96,98,99],Has:2,IDE:73,IDs:[14,29,46,99],IPs:81,IRs:54,Ids:99,Into:86,Its:[2,7,62,72,76,86],K8s:94,NMS:8,NOT:[52,76],Not:[18,22,69,94],ONE:2,OPs:[54,55],One:[7,9,17,19,29,42,56,61,72,75,83,97,99],Ops:[57,59,63,76],PFS:33,QoS:87,Such:[41,52,64],THE:2,TLS:[18,33,86],That:[8,13,67,83,85],The:[1,2,4,5,6,7,8,9,10,13,14,15,17,18,19,21,22,26,28,29,30,32,34,35,39,42,44,45,46,48,50,51,52,53,54,55,56,59,61,62,63,64,65,67,69,72,73,74,75,76,77,80,81,83,85,86,87,91,95,96,97,98,99],Their:[2,8,22],Then:[4,8,9,36,41,51,66,67,69,72,75,80,81,86,87,96],There:[7,8,14,17,18,20,21,22,27,29,30,34,35,39,45,46,48,49,52,54,59,61,62,76,80,86,91,97,98,99],These:[7,15,20,35,38,47,59,62,63,66,81,85],Use:[2,7,13,18,34,53,57,66,75,80,83,84,86,92],Used:[9,57],Useful:2,Using:[22,48,53,57,59,61,68,73,77,87],VMs:73,VPS:86,WITH:92,Will:[13,17],With:[2,8,9,50,64,97],YES:30,Yes:[67,73],___fc_layer_0__:86,__align__:35,__cuda_align__:35,__device__:35,__doc__:63,__file__:30,__forceinline__:35,__fp16:35,__global__:35,__gradient_machines__:17,__hadd:35,__half:35,__half_raw:35,__impl__:63,__init__:[31,37,47,52,64,75,79],__main__:[37,98],__metaclass__:76,__name__:[37,98],__param_conf__:17,__rnn_step__:72,__tmp_params__:17,__va_args__:58,__x:35,_binari:21,_create_global_var:52,_dtype:39,_error:97,_librari:21,_link:9,_loss:37,_op:[39,76],_proj:8,_res2_1_branch1_bn:98,_source_language_embed:[72,96],_target_language_embed:[72,96],_test:21,_update_op:31,_value_index:39,a75:35,a_op:76,aaaaa:24,aaaaaaaaaaaaa:86,abbrevi:15,abc:8,abi:91,abil:37,abl:[8,18,41,47,52,54,56,65,94,97],about:[4,8,9,15,20,21,30,34,45,53,54,61,63,67,69,70,76,80,82,83,86,91,92],abov:[2,4,7,8,18,20,21,22,26,35,36,38,45,46,47,48,50,52,54,56,63,64,67,68,70,73,74,76,77,80,86,87,91,94,97,98,99],abs:[8,9,19,37,97],abs_numerical_grad:19,absolut:[1,67,91,92],absp:8,acceler:[8,23,48,67,85],accept:[2,4,6,8,13,18,57,91,99],access:[1,8,9,18,21,26,29,30,52,54,69,72,81],accessmod:86,accessor:52,accord:[1,2,7,8,15,19,27,38,46,54,55,57,64,76,81,82,83,85],accordingli:[4,7,8,75],account:[57,74,94],accrodingli:25,accumul:[22,27,31,48],accur:[19,29],accuraci:[7,31,75,99],achiev:[48,80],ack:83,across:[8,13,45],act1:39,act2:39,act:[8,9,20,39,46,52,54,56,64,70,72,99],act_output:63,act_typ:[39,99],action:[54,86],activ:[4,9,16,21,39,46,52,54,59,63,70,72,75,77,83,99],activi:9,actual:[2,8,25,37,39,48,63,77],adadelta:99,adagrad:[48,62,99],adagradoptim:47,adam:[18,27,37,99],adamax:99,adamoptim:[96,99],adapt:[7,10,17],add:[2,8,9,13,17,19,20,21,25,29,31,35,36,40,47,48,51,52,54,55,57,59,61,66,73,74,75,76,77,80,85,92,99],add_activ:52,add_bia:52,add_depend:21,add_execut:21,add_input:[45,75],add_memori:45,add_output:45,add_scalar:[20,46,50],add_sum:52,add_test:[21,75],add_two:[20,45],add_unittest_without_exec:75,addattr:[63,76],addbia:75,addcom:[63,76],added:[2,7,8,17,20,35,48,55,59,74,75,76],adding:[59,74,98],addinput:[63,76],addit:[8,9,57,59,64,76,77,99],addition:45,addop:[36,77],addoutput:76,addr:22,address:[22,27,54,56,67,80,81,83,94],addrow:75,addtolay:8,addtyp:63,admin:94,administr:[29,73,94],adopt:[35,37],advanc:[19,72,80,83],advantag:[19,35,48,53,81],adversari:[37,53],advic:80,affect:[8,20],affili:46,afford:26,afi:2,aforement:21,after:[8,9,14,15,20,21,26,27,29,34,35,49,52,54,55,66,67,72,74,75,76,77,81,83,85,86,87,91,97,98,99],again:[18,22,48,80],against:86,age:14,agg_level:8,aggreg:[31,86],ago:21,aid:80,alexnet_pass1:85,alexnet_pass2:85,algorithm:[8,10,26,46,48,59,72,96],alia:[5,6,8],align:[8,9,13],all:[2,6,7,8,17,18,20,21,22,25,27,29,30,32,34,37,38,39,42,44,45,46,47,48,50,52,54,56,57,63,67,72,73,75,77,80,81,82,83,85,86,87,91,92,94,96,97,98,99],alloc:[6,27,30,75,77,85],allow:[18,27,48,54,59,74,75,80,83,86,99],allow_only_one_model_on_one_gpu:[82,83,85],almost:[73,81,96],along:15,alpha:[21,59],alreadi:[21,22,52,54,55,61,67,80,81,83,86,87,92],alreali:82,also:[1,2,8,9,14,18,20,21,25,28,35,36,37,38,39,45,46,48,49,50,51,52,53,59,61,63,64,66,67,69,72,73,75,76,80,81,87,91,94,97,98,99],altern:76,altogeth:94,alwai:[4,8,9,17,21,42,56,62,83,86],amazon:[86,87,99],amazonaw:86,amazonec2fullaccess:86,amazonelasticfilesystemfullaccess:86,amazonroute53domainsfullaccess:86,amazonroute53fullaccess:86,amazons3fullaccess:86,amazonvpcfullaccess:86,ambigu:53,amd64:86,amend:74,amnih:8,among:86,amount:80,analysi:80,analyz:99,ancestor:[50,52],andd:86,android:[92,93],android_abi:91,android_api:91,android_arm_neon:91,android_native_api_level:91,android_standalone_toolchain:91,android_toolchain:91,angl:8,ani:[1,2,8,9,13,18,21,22,27,29,30,35,41,42,46,48,52,53,54,55,56,58,59,66,73,76,77,80,81,86,92,99],annoi:81,announc:35,anoth:[2,8,17,18,20,30,46,52,61,63,73,83,86],anroid_arm_mod:91,ans:86,answer:[74,86],anyth:[13,46,53,86],anytim:37,anywai:91,api:[14,17,18,21,27,28,30,31,33,36,37,39,45,49,57,60,64,65,66,69,75,76,80,81,86,90,91,92,94,95,97,99],api_shar:21,api_test:21,api_trainer_config_helpers_lay:72,apiserv:86,apivers:[86,87],appear:38,append:[2,17,31,46,52,53,72,74,75,81],append_backward:79,append_backward_op:47,append_gradient_machin:17,append_op:52,append_oper:52,appleyard:80,appli:[8,37,38,61,72,75,99],applic:[35,38,52,57,74,76,80,81,86,87,94],applyl1:25,appoint:76,appreci:74,approach:[8,48,49,54,55,59,91,92,94],appropri:54,approxim:48,apt:[67,79],arbitrari:[8,42,54,77],arch:91,architectur:[35,66,81,91,96],archiv:[14,43,44],area:37,arg:[2,7,9,39,47,63,76,82,97,98,99],arg_nam:8,argu:51,argument:[2,4,8,13,15,20,25,26,47,49,51,52,56,66,72,74,75,83,84,96,97,98],argv:98,arithmet:35,arm64:91,arm64_standalone_toolchain:91,arm:[35,91,92],arm_standalone_toolchain:91,armeabi:91,armv7:35,armv8:35,arn:86,around:[2,8,29,52,86,94],arrai:[4,6,8,13,15,17,27,38,46,50,52,53,57,64,76,98],arrang:64,arrow:37,articl:[38,73,81,87,92],artifact:[69,86],artifici:97,arxiv:[8,9,37,97],as_row_vector:8,as_step_input:20,asgd:48,ask:[22,29,73],assign:[7,8,26,35,77,81,83,86,94],associ:[49,58,77],assum:[7,8,20,54,67,72,85,96],assumpt:54,assur:1,astyp:[53,76,97],asyc:22,async:[22,82],async_count:83,async_lagged_grad_discard_ratio:83,async_lagged_ratio_default:[82,83],async_lagged_ratio_min:[82,83],asynchron:[22,81,83],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,20,39,50,51,52,63,72,76],attr_map:63,attrdesc:50,attribut:[2,8,9,16,20,50,55,57,61,63,64,75,76,96],attributemap:76,attrproto:63,attrtyp:[50,63,76],attrvalu:63,auc:[31,82],aucvalidationlay:83,authent:86,author:[33,86,98],auto:[20,25,43,51,57,61,64,66,74,75,76,77,80],autom:[81,86],automat:[8,18,27,36,47,54,55,57,63,66,72,74,75,76,81,82,83,86],avail:[22,27,35,55,56,69,86,94],averag:[7,8,11,17,26,83,98,99],average_test_period:[82,83],avg:[80,99],avgcost:99,avgpool:[8,99],avoid:[19,20,22,48,49,54,66,80],avx2:66,avx:[66,67],await:87,awar:[18,31,45,52,73,86,91],awk:81,aws:33,aws_account_id:86,awsaccountid:86,awskeymanagementservicepowerus:86,axi:8,axis:8,aync:55,b2t:96,b363:87,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:87,ba5f:86,back:[2,8,17,22,35,37,48,54,67,76],background:[7,8,59,81],background_id:[7,8],backpropag:19,backward:[5,8,9,19,20,25,27,37,47,48,49,51,58,59,72,75,83,85],backward_first:72,backward_op:19,backwardactiv:75,bag:99,baidu:[87,96],baik:96,bake:54,balanc:[55,83,86,97],bandwidth:35,bare:[87,94],barrier:[81,83],barrierstatset:80,basci:39,base:[7,8,11,13,14,18,26,31,35,41,47,48,54,57,58,59,64,72,73,75,76,80,83,86,91,96,97,99],baseactiv:9,baseev:17,basematrix:75,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,17],bash:[66,67,73,81,86,87],basic:[2,8,17,39,50,54,57,58,64,75,99],batch:[2,8,9,13,15,17,18,20,22,24,25,31,37,40,45,46,48,64,74,75,83,86,87,97,98,99],batch_0:98,batch_id:[17,37],batch_im:37,batch_images_from_tar:15,batch_label:37,batch_norm:37,batch_norm_lay:9,batch_norm_typ:8,batch_read:[24,53],batch_siz:[2,13,37,46,96,97,99],batch_szi:37,batch_z:37,batchnorm:37,batchsiz:[8,75],bazel:21,bbbbb:24,bbox:[7,8],bcd:8,bcebo:14,bcm2708:92,bdist_wheel:60,beacus:39,beam:[8,72,83],beam_gen:[8,72],beam_search:[17,46,72],beam_siz:[8,46,72,82,83,85],becaus:[4,7,8,14,18,20,21,22,27,35,46,49,52,53,59,61,62,64,65,72,73,75,77,85,86,91,99],becom:[55,61,80],been:[2,8,9,21,26,73,74,99],befor:[4,8,9,22,29,34,38,48,49,53,59,66,67,74,76,86,91,94],begin:[4,7,8,25,27,31,34,38,46,75,81],beginiter:[17,18],beginn:72,beginpass:[17,18],begintrain:18,behavior:80,behind:64,being:[29,51,53,77,97],belong:[7,8,54,61],below:[2,8,20,22,27,35,42,49,53,54,55,59,64,65,66,69,72,75,80,81,86,91,97,99],benchmark:42,benefit:[9,29,30,46],besid:[1,8,14,54,69],best:[21,67,73,83,99],besteffort:87,beta1:10,beta2:10,beta:[37,98],better:[9,21,46,86,94,97],between:[7,8,15,17,21,22,27,35,44,49,54,55,56,58,61,67,76,77,86,97,99],bgr:[15,98],bi_gru:9,bi_lstm:9,bia:[8,9,46,52,72,75,98],bias:[8,75],bias_attr:[8,9,52,72],bias_param_attr:9,biases_:75,biasparameter_:75,biassiz:75,bidi:87,bidirect:[8,9,72],big:[55,80,94],bigger:22,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:80,bin:[67,81,86,87],binari:[2,7,8,13,21,30,35,37,42,54,66,68,69,73,80,86,96,99],bind:[35,36,61],bit:[35,99],bla:67,black:37,blank:[8,86],block:[8,23,25,27,31,32,41,45,47,54,55,75,76,77,80,83,98],block_i:8,block_id:32,block_x:8,blockdesc:[20,38,52,57],blockdescbind:41,blueprint:46,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,57,72,95],bool:[2,6,7,8,9,10,11,13,15,17,20,35,40,51,52,62,63,64,65,75,83,85,99],boot:[8,72,94],boot_bia:8,boot_bias_active_typ:8,boot_lay:72,boot_stat:64,boot_with_const_id:8,bootstrapp:94,borrow:[37,64],bos_id:[8,72],both:[5,6,8,9,15,18,20,21,22,29,35,37,41,46,51,54,55,62,72,75,76,77,80,81,86,97,98,99],bottleneck:[80,98],bottom:17,bound:8,boundari:54,boundri:7,bow:99,box:[8,37,80],brace:[20,38],brain:29,branch:[8,18,20,21,40,50,54,60,69,74,76],breadth:83,break_if:64,brief:[21,27,35,77],briefli:80,bring:77,broadcast:[22,57,94],broken:74,browser:[67,86],bsd:73,bucket_nam:86,buddy_alloc:74,buf:25,buf_siz:13,buffer:[2,13,25,42,48,53,61,83],buffer_s:13,buffered_read:53,bug:[74,86],build:[8,14,21,30,38,39,48,54,59,60,63,67,69,70,74,76,79,81,83,86,88,89,93,96,98,99],build_android:91,build_dict:14,build_model:37,builder:74,built:[21,35,54,63,64,66,69,73,79,91,92,94,97],bunch:[42,80,81,99],button:[74,86],c11:43,c703c041:74,c99:44,c99e:86,cach:[35,54,66,99],cache_pass_in_mem:[2,99],cachetyp:[2,99],cacul:[9,31,81],caff:20,caffe2:20,calc_batch_s:2,calcul:[2,7,8,9,19,22,27,31,35,67,72,75,80,81,83,85,97],call:[2,7,8,9,17,18,19,20,25,26,27,28,30,37,38,45,46,47,52,54,57,58,61,63,64,70,72,73,75,76,77,79,80,81,83,86,98,99],callabl:[2,6,8,13,14],callback:75,caller:[19,86],can:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,25,26,29,30,31,35,36,37,38,39,41,45,46,47,48,50,51,52,53,54,55,56,57,58,59,63,64,66,67,68,69,70,72,73,74,75,76,77,80,81,82,83,85,86,87,91,92,94,96,97,98,99],can_over_batch_s:2,cancel:29,candid:[8,46],cannot:[56,57,61,64,75,76],cantain:39,capabl:[35,49,57],capac:[59,86],capi:[43,66],capi_prvi:44,caption:46,captur:[8,81],card:81,care:[9,30,53,67,82,83,94],carefulli:[83,98],caret:17,carpedm20:37,cast:35,cast_to_op_attr:63,cat:[15,67,81,98],categori:[8,14,22,99],categorig:14,categoryfil:87,caus:[22,34,69,76],caution:[86,87],cburg:8,cc_:21,cc_binari:21,cc_test:21,cclient:28,cde:8,cdn:14,ceil:8,ceil_mod:8,cell:[8,9],center:[2,15],center_crop:15,cento:[66,69,70,94],central:59,ceph:[24,87],cephf:[24,30,33],certain:[1,47,61,82],certif:[18,33,86],cffi:43,cfg:87,cgo:43,chain:[13,38,75],challeng:[8,22,40],chanc:[18,35,75,99],chang:[8,14,21,26,30,49,50,53,58,61,66,72,74,75,76,77,80,81,83,86,91,99],channel:[8,9,15,80,98],channel_shar:8,channl:98,chapter:[45,46],chapter_data:45,chapter_out:45,charact:99,characterist:85,check:[2,13,20,21,51,57,66,69,74,76,83,85,86],check_align:13,check_attr:63,check_eq:75,check_fail_continu:2,check_grad:[19,76],check_l:75,check_sparse_distribution_batch:[82,83],check_sparse_distribution_in_pserv:[82,83],check_sparse_distribution_ratio:[82,83],check_sparse_distribution_unbalance_degre:[82,83],check_styl:74,checker:57,checkgrad:83,checkgrad_ep:83,checkmark:94,checkout:74,checkpoint:[51,55],checksum:33,child:20,china:67,chmod:86,choic:[21,67],choos:[32,66,67,68,73,83,91,99],chosen:[1,37],chunk:[26,33,97],chunk_schem:7,chunktyp:7,chw:15,cifar:97,circl:38,claim:86,claimnam:86,clang:[35,43,74,91],clarifi:7,clariti:46,classfic:98,classic:8,classif:[2,4,8,38,85,98,99],classifi:[8,37,97,98,99],classification_cost:[54,99],classification_error_evalu:[7,97,99],classification_evalu:7,claster:86,clean:[4,20,21,49,57,66,73,74],clear:[7,21,46,49,61,92],clearer:[49,52],clearli:61,cli:86,click:[69,74,80,86],client:[25,28,57],clip:[6,9,83,99],clock:8,clone:[8,66,73,74,79,91,92],close:[2,53,56,74],cloud:[21,22,30,33,34,56,57,94],cloud_read:13,cls:99,cludform:86,cluster:[13,17,18,20,22,27,54,56,82,83,87,99],cluster_test_fil:81,cluster_train:81,cluster_train_fil:81,cluster_train_v2:81,cm469:86,cmake:[44,66,73,74,75,76,80,91],cmake_build_typ:[91,92],cmake_install_prefix:91,cmake_system_nam:[91,92],cmakelist:[21,75],cmatrix:[43,44],cmd:87,cname:86,cnn:[8,87,98,99],coars:36,code:[2,4,8,13,18,21,29,32,35,36,37,38,42,47,48,49,51,53,54,55,57,58,59,63,64,66,67,69,70,72,75,76,77,78,80,81,86,87,97,99],codebas:[57,74],coeff:8,collabor:22,collect:[8,14,17],collectbia:75,color:[15,98],colour:14,column:[7,8,38,53,56,75,96],column_evalu:7,com:[8,9,14,21,37,66,73,74,79,86,87,91,92,94,98],combin:[7,8,9,13,17,47,57,61,97],come:[31,50,54,64],comma:[17,27,83,96],command:[1,4,21,25,30,34,66,67,69,70,73,74,75,76,78,80,86,87,88,89,91,92,96,97,98],commandlin:80,commenc:99,comment:[21,39,63,74,76,99],commit:[21,74],common:[15,24,59,72,75,82],commonli:[34,59,72,80,85,92],commun:[22,27,28,54,55,74,75,81,86],compar:[19,21,57,73,75,76,97,99],comparison:21,compat:[2,35,36],competit:97,compil:[8,21,39,41,54,58,62,63,65,73,75,81],complaint:21,complet:[4,8,9,14,17,20,22,26,27,33,38,42,57,68,75,76,77,86,87,94,99],complex:[1,2,9,29,46,57,72,80,99],complic:[8,36,53,54,64],compon:[39,54,64,75],compos:[13,18,36,39,45,52,57,97],composenotalign:13,composit:36,compress:26,compromis:73,comput:[8,9,18,19,22,35,39,42,47,48,54,55,56,58,61,65,67,72,73,74,75,76,80,81,85,86,91,92,99],computation:[8,72],computationgraph:39,concat:[37,72],concaten:[8,9,37,45,64],concentr:57,concept:[2,7,18,36,37,39,45,46,48,49,50,56,61,64,65,72],conceptu:[37,39],concern:18,concis:[37,64],conclud:76,concret:[57,76],concurr:[22,29,55,81],concurrentremoteparameterupdat:83,cond:[20,40,50],condit:[8,26,40,54,72,87],condtion:37,conduct:80,conf:[4,8,81,96,97,98],conf_paddle_gradient_num:86,conf_paddle_n:86,conf_paddle_port:86,conf_paddle_ports_num:86,conf_paddle_ports_num_spars:86,confid:8,confidence_threshold:8,config:[2,6,8,24,34,46,75,82,83,86,87,94,96,97,98,99],config_:[25,83],config_arg:[82,83,85,98,99],config_bas:[7,8,17],config_lay:75,config_len:27,config_pars:[4,75],config_proto:27,configur:[0,1,2,4,8,17,25,27,29,30,39,52,55,70,71,73,74,75,76,77,80,81,83,91,92,94,96,98],confirm:34,conflict:[61,74],confus:[15,37],congest:83,conll:14,connect:[1,9,30,54,55,75,81,86,87,94,97,98,99],connectionist:8,consequ:[8,9],consid:[7,8,51,73,80,85,94],consider:[2,8,9],consist:[7,8,14,15,26,42,50,53,57,58,63,76,98,99],consol:[80,86],consolid:20,const_cast:76,constant:[8,39,41,56,75,76],constraint:[54,61],construct:[2,4,7,18,39,45,52,57,61,63,65,72],constructbackwardgraph:38,constructoptimizationgraph:38,constructor:[35,52,57,61,63,75,76],consum:22,contact:29,contain:[2,7,8,9,11,13,14,15,17,18,20,26,32,37,39,42,49,52,56,57,58,61,62,63,64,65,68,69,72,73,76,81,86,98,99],container:81,containerport:86,content:[27,34,42,46,87],content_len:27,context:[8,9,14,61,62,72,76,77,96,99],context_attr:9,context_len:[8,9,99],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,99],contin:86,continu:[2,7,22,42,81,83,91],contrast:8,contrib:59,contribut:[59,73,78],contributor:57,control:[6,20,56,83,86,87,94],conv2d:37,conv:[9,37],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:[18,39,47,63],convent:[27,74,76],converg:[81,97],convers:[35,54],convert:[2,4,14,24,35,53,58,96,98,99],convlay:8,convolut:[8,9,13,37,52,97,98],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,74],coordin:[22,27],copi:[17,18,26,29,34,38,45,46,48,64,66,74,81,86,97],copy_shared_paramet:97,copytonumpymat:97,core:[2,6,39,44,48,49,64,73,83],coreo:[86,94],corner:57,corpu:14,correct:[2,8,19,35,75,76,86],correctli:[7,13,35,37,75,97],corresond:35,correspoind:18,correspond:[2,4,8,18,20,21,35,39,40,45,46,52,56,57,58,59,63,75,76,77],corss_entropi:18,cortex:35,cos:[8,63],cosin:[8,63],cosineop:63,cosineopproto:63,cosineopprotomak:63,cost:[4,17,18,38,47,50,51,54,56,83,97,99],cost_id:8,cost_np:51,cost_val:54,could:[2,4,8,13,17,18,19,26,35,45,47,48,49,50,52,53,54,55,58,73,80,81,86,91,99],count:[7,22,30,31,51,53,80,81,83,85,87,96],counter:[22,26,38],cours:[7,30,73],covari:8,cover:77,cp27:69,cp27m:69,cp27mu:69,cpickl:98,cpp:[19,25,36,43,44,49,55,57,65,75,80,99],cprofil:79,cprofilev:79,cpu:[1,2,6,8,19,30,35,48,49,54,56,57,59,60,66,67,73,76,77,80,83,87,97],cpu_avx_mkl:69,cpu_avx_openbla:69,cpu_per_p:56,cpu_per_train:56,cpuinfo:67,cpuplac:[76,77],cpusparsematrix:44,crash:[22,80,81,83],creat:[4,6,8,13,17,18,19,20,22,27,31,33,34,35,36,37,38,45,47,48,49,52,58,59,67,70,73,74,75,76,81,83,91,94,96,97],create_backward_pass:47,create_bias_paramet:75,create_block:52,create_cloud_job:56,create_doc_str:63,create_input_paramet:75,create_op:76,create_oper:36,create_optimization_pass:47,create_paramet:52,create_python_ops_creatation_funct:63,create_rnn:20,create_rnn_op:45,create_tmp_var:52,create_tmp_vari:52,create_var:52,create_whileloop:64,createargu:97,createfromconfigproto:[4,97],creategradientoper:58,createop:63,createoper:20,createstack:86,createvari:20,creation:[36,86],creationd:86,creator:[13,14,24,57,58],creator_:58,credenti:34,credit:97,critic:37,crlf:74,crop:[15,98],crop_siz:[15,98],crope:15,cross:[8,52,76,99],cross_compil:92,cross_entropi:[8,18,37,56,97],cross_entropy_with_selfnorm:8,crt:33,csc:75,csr:75,ctc:7,ctc_evalu:7,ctest:[66,73,76],ctor:52,ctrl:[73,81],ctx:[76,77],cuda7:69,cuda8:[66,69],cuda:[21,57,67,69,73,80,81,83],cuda_dir:[82,83],cuda_fp16:35,cuda_so:67,cudaconfigurecal:80,cudadevicegetattribut:80,cudaeventcr:80,cudaeventcreatewithflag:80,cudafre:80,cudagetdevic:80,cudagetdevicecount:80,cudagetdeviceproperti:80,cudagetlasterror:80,cudahostalloc:80,cudalaunch:80,cudamalloc:80,cudamemcpi:80,cudaprofilerstart:80,cudaprofilerstop:80,cudaruntimegetvers:80,cudasetdevic:80,cudasetupargu:80,cudastreamcr:80,cudastreamcreatewithflag:80,cudastreamsynchron:80,cudeviceget:80,cudevicegetattribut:80,cudevicegetcount:80,cudevicegetnam:80,cudevicetotalmem:80,cudnn:[8,11,21,83],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[82,83],cudnn_convt:8,cudnn_dir:[82,83],cudnnv5:66,cudrivergetvers:80,cuinit:80,cumtim:79,cumul:8,cur_mem:46,curl:86,curli:[20,38],current:[2,8,20,21,22,25,27,31,45,46,48,49,52,55,56,61,64,67,69,72,73,75,81,83,86,95,99],current_block:[50,52],current_oper:50,current_word:72,currentcost:99,currentev:99,curv:18,custom:[1,2,18,30,35,37,46,48,57,75,86],custom_batch_read:53,cut:[55,64,79],cutoff:14,cv2:15,cxx_compil:[91,92],cxxabi_1:69,cycl:22,cyclic:8,cython:43,d3e0:86,d_b0:37,d_b1:37,d_b2:37,d_block:37,d_f:37,d_g:37,d_h0:37,d_h0_bn:37,d_h0_relu:37,d_h1:37,d_h1_bn:37,d_h1_relu:37,d_h2:37,d_loss:37,d_loss_fak:37,d_loss_real:37,d_optim:37,d_step:37,d_t:37,d_w0:37,d_w1:37,d_w2:37,daili:74,dalla:2,dandroid_abi:91,dandroid_arm_mod:91,dandroid_arm_neon:91,dandroid_standalone_toolchain:91,danger:2,dangl:73,darwin:86,dash:37,dat:24,data:[0,1,2,4,7,14,15,17,18,19,20,24,25,26,31,33,35,37,38,39,41,42,45,46,47,48,49,50,52,55,56,57,59,61,62,63,64,65,70,72,75,76,77,80,81,82,83,85,88,98],data_batch_gen:97,data_dir:96,data_fil:15,data_i:37,data_initialz:99,data_lay:[2,25,97,99],data_read:[13,53],data_reader_creator_random_imag:53,data_shar:64,data_sourc:97,data_typ:[13,14,42,62,65,70,72],data_x:37,databas:14,datacent:[24,34],datacenter1:24,datacenter2:24,datacenter_1:24,datacenter_2:24,datacenter_nam:24,datadim:8,dataflow:39,dataprovid:1,dataprovider_bow:99,dataprovider_emb:99,dataproviderconvert:4,datasci:8,dataset:[0,2,24,30,48,53,70,72,79,83,96,98,99],dataset_nam:15,datatyp:[14,62,65],date:81,dcgan:[37,97],dcmake_install_prefix:[91,92],dcmake_system_nam:[91,92],dcuda_arch_nam:66,dcudnn_root:66,ddim:77,dead:22,deal:[94,97],debug:[2,19,34,54,67,74,79],debug_str:39,decai:10,decar:13,decayr:25,decent:26,decid:[18,29,37,42,48,58,59,62,95],declar:[8,20,37,45],decod:[8,9,72],decoder_boot:72,decoder_dim:46,decoder_group_nam:72,decoder_input:[46,72],decoder_mem:[46,72],decoder_prev:9,decoder_s:72,decoder_st:[9,72],deconv:[8,37],deconvolut:8,decor:[2,13,75],decrypt:86,deduc:57,deep:[8,29,37,38,57,59,67,80,97,98,99],deeper:[67,98],def:[2,8,13,18,19,24,30,31,36,37,39,45,46,47,52,53,63,64,72,75,76,97,98,99],def_block:37,defalut:[83,85],default_block:37,default_devic:85,default_param_attr:52,default_st:64,default_valu:85,defaultinfervartyp:41,defect:49,defer:29,defferenct:2,defin:[1,2,8,9,13,17,18,20,21,22,29,35,36,37,39,45,50,52,53,55,57,61,63,64,72,75,77,81,83,96,97],define_py_data_sources2:[2,98,99],definit:[2,20,22,26,32,50,54,58,63,64,67,76,96,99],definiton:36,degre:8,delai:[48,77,83],delar:99,delet:[30,33,74,95],deletestack:86,delimit:7,deliv:94,delta:[8,19],delv:8,demand:22,demo:[8,14,57,81,87,88,96,97,98,99],demolish:87,demonstr:[72,77,97],denot:[76,85,99],dens:[2,8,13,27,28,62,75,86,99],dense_arrai:13,dense_vector:[2,4,13,70],dense_vector_sequ:13,dep:21,depend:[20,21,22,30,32,39,51,54,55,62,67,73,76,81,85,91,92,94],dependent_var:51,deploi:[8,81,85,94],deploy:[39,42,57,81,86,94],deprec:8,depth:20,dequeu:55,deriv:[5,18,40,47,91],desc:[20,42,52,63,64],desc_:20,descend:64,descent:[8,22,48,81],descproto:42,describ:[18,20,21,26,42,45,46,49,50,52,57,62,63,65,75,76,77,86,87,97,99],describestack:86,describestackev:86,describestackresourc:86,descript:[4,7,20,21,41,42,58,62,65,66,69,74,76,81,84,86],deseri:[17,42,49],deserializ:57,desgin:38,design:[2,8,13,25,43,48,59,76,94],desir:[22,48,86,87,96],destin:[27,34],destroi:20,destruct:61,destructor:75,det_output:7,detail:[2,4,6,7,8,9,10,19,26,30,34,37,39,42,45,52,54,56,59,61,64,65,66,70,72,73,75,76,77,80,81,84,85,86,87,92,94,96,97,98,99],detect:[41,66,74,91],detection_evalu:7,detection_output:7,determin:[2,8,13,20,57,75,97],dev:[57,67,73,79,91,94],dev_ctx:20,develop:[21,41,49,52,58,60,67,69,74,77,81,82,83,92],deverlop:83,deviat:6,devic:[6,31,32,35,39,49,54,56,57,67,76,77,83],device_context:76,device_context_:76,devicecontext:[20,76],deviceid:85,devid:[8,83],devtools2:66,dhcp:94,diagnos:81,diagram:[45,81,98],diamond:37,dic:15,dict:[2,7,14,17,52,56,81,99],dict_fil:[7,99],dict_siz:[14,25,46],dictionai:99,dictionari:[2,7,8,14,17,18,19,52,56,85,98,99],did:[2,49,67],diff_mat:19,differ:[2,7,8,17,20,21,22,27,29,31,32,35,37,39,40,46,48,51,54,55,56,58,61,64,67,72,75,76,77,81,83,86,87,96,98,99],differenti:[36,76],difficult:[7,19,73],dig:[67,80,86],digit:[2,8,81],digraph:39,dilat:8,dilation_i:8,dim0:76,dim1:76,dim:[8,13,25,42,45,57,62,65,75,76,77,96,98,99],dim_:77,dimens:[5,8,9,11,13,37,57,62,64,75,76,77,85,96,99],dimension:[2,8,72,75,77,97,99],dimenst:96,dimes:8,dir:[91,98,99],direct:[8,9,15,48,98],directli:[1,2,9,21,28,30,35,49,54,63,64,68,81,87],director:76,directori:[1,8,21,24,29,33,34,66,67,73,77,80,81,83,87,91,92,95,98,99],diretcoti:98,dis_conf:97,dis_train:97,dis_training_machin:97,disabl:2,disadvantag:[48,52],discard:[13,22,26,46,83],discount:8,discov:22,discoveri:86,discrep:80,discret:8,discrim:37,discrimin:97,discriminator_train:97,discuss:[18,20,26,27,28,54],disk:[42,73,87],dispatch:[49,54,81,83],displai:[30,34,74],dist:[60,66],dist_train:[18,30],distanc:[7,8],distibut:96,distinguish:[21,81,97],distribut:[8,20,26,27,28,29,31,55,56,57,65,69,78,87,88,89,94,97,99],distribute_test:[82,83],distributedli:75,disucss:18,divid:[8,10,31,32,63,65,82],diy_beam_search_prob_so:[82,83],dnn:66,dns:86,do_forward_backward:53,doc:[4,13,39,45,64,76,77,81],dockefil:73,docker:[60,66,68,74,81,86,88,89,94],docker_build:18,docker_clust:81,docker_push:18,dockerfil:[73,91,92],dockerhub:67,document:[2,4,8,9,19,33,38,45,46,54,57,73,74,76,77,81,85,99],documentaion:66,documentari:2,doe:[2,4,9,22,26,27,29,30,35,39,45,49,52,54,55,57,58,59,69,73,75,76,77,80,99],doesn:[6,8,13,18,20,53,56,67,73,74,80,87,91],dog:98,doing:[25,29,38,54,80],domain:86,don:[9,18,21,36,38,53,66,67,73,74,76,86],done:[7,8,9,21,22,26,27,41,42,48,54,58,59,74,80,86,97],dot:[8,9,76,83,98],dot_period:[83,85,97],dotmuloper:8,dotmulproject:8,doubl:[2,35,38,54,66,76,83],down:[80,99],download:[14,21,22,25,29,33,66,67,69,81,94,97,99],dozen:21,draw:46,drive:61,driver:[67,81],drop:[2,8,9,46],drop_rat:6,dropout:[6,9,75,99],dropout_r:8,drpi_arm_neon:92,drpi_toolchain:92,drwxr:87,dst:27,dtoh:80,dtype:[4,39,52,98],due:[26,29,37,46,52,79],dummi:[17,26],dump:42,duplic:55,durat:[26,80],dure:[1,2,8,9,20,22,26,29,30,31,48,57,75,76,82,83,86,94,99],durn:2,duse_eigen_for_bla:91,dwith_c_api:[44,91,92],dwith_gpu:[66,92],dwith_profil:80,dwith_python:[44,92],dwith_swig_pi:[44,91,92],dwith_test:[66,76],dwith_tim:80,dynam:[1,2,27,44,45,53,66,80,83],dynamic_cast:75,dynamic_recurrent_op:64,e2e:94,each:[1,2,4,7,8,9,11,13,14,17,19,21,22,25,26,27,29,30,31,32,38,41,45,46,49,51,52,53,54,55,57,58,61,62,63,64,72,75,81,83,85,86,94,96,98,99],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,earli:[35,74,76],eas:[13,41,76,98],easi:[19,46,48,53,57,59,74,75,81,99],easier:[18,35,53,55,64,73,74,75],easili:[18,37,53,58,61],echo:67,edg:[15,56],edit:[7,67,73,86],editor:[52,73],edu:[8,14,86,87],eeoi3ezpr86c:86,effect:[2,8,17,66,83,86],effici:[1,2,8,42,53,54,72,73,75],effort:54,efg:8,efs:86,efs_dns_nam:86,efsvol:86,eigen:[35,48,57,59,76,91],eigen_test:77,eigen_use_gpu:76,eigenmatrix:77,eigenscalar:77,eigentensor:77,eigenvector:77,either:[8,9,13,17,18,37,40,41,45,48,54,59,68,80,99],elb:86,elbapis:86,elec:99,electron:[87,99],elem_dim:8,element:[2,4,7,8,9,13,15,17,19,26,39,46,55,56,57,76,77,99],element_typ:27,elementari:57,elif:[18,63],els:[18,25,30,37,40,41,54,55,61,63,66,67,73,75,76,98,99],emac:73,email:74,emailweixu:21,emb1:25,emb2:25,emb:[87,99],embed:[18,20,25,41,46,55,62,64,72,81],embedding_lay:[25,99],embedding_nam:[8,72],embedding_s:[8,72],emphas:80,empir:8,emplace_back:75,emploi:[63,72],empti:[7,13,22,46,76],emul:35,enabl:[2,6,8,20,21,26,39,55,73,74,80,81,83,86],enable_grad_shar:[82,83],enable_parallel_vector:83,enc_proj:[9,72],enc_seq:9,enc_vec:72,encapsul:[27,56],encod:[9,26,46,72],encoded_proj:[9,72],encoded_sequ:[9,72],encoded_vector:72,encoder_ctx:46,encoder_ctx_expand:46,encoder_ctx_proj:46,encoder_dim:46,encoder_last:8,encoder_out_seq:46,encoder_s:72,encount:25,encourag:54,encrypt:86,encrypt_decrypt:86,end2end:94,end:[2,7,8,17,20,39,46,49,53,61,69,72,73,74,83,96],end_pass:18,end_po:8,endforwardbackward:17,endian:42,enditer:[17,18],endpass:[17,18],endpoint:[13,24,86],endtrain:18,engin:[30,80],english:[2,8],enjoi:67,enlarg:76,enough:[20,73],enqueu:55,ensembl:9,ensur:[2,22,61,67,69,73,75],enter:20,enterpris:57,entir:[8,9,27,29,76],entiti:[7,20,61],entranc:32,entri:[13,26,30,41,73,74,75,86,91],entropi:[8,52,99],entry_point:30,enueu:55,enumer:[5,99],env:[79,86],environ:[18,56,66,69,73,74,80,81,82,83,86,87,97],environmenterror:81,eos_id:[8,72],epoch:37,epsilon:[8,10],equal:[8,9,22,64,76,83],equat:[7,8,9,10,76],equilibrium:97,equip:72,equival:[18,20,40,63,94],error:[6,7,8,9,18,19,26,34,35,61,75,76,81,83,86,98,99],error_clipping_threshold:6,especi:[2,8,9,73],essenc:18,essenti:[8,18,32,35,77],estim:[8,18,48,55],eta:87,etc:[7,13,20,48,53,54,61,66,81,82,85,86,94],etcd:[13,17,22,26,27,29],etcd_addr:27,etcd_endpoint:13,eth0:86,euclidean:8,eval:[7,20,31,37,56,57,99],eval_program:31,eval_result:31,evalu:[1,8,16,17,29,32,39,51,54,56,80,99],evaluate_difficult:7,even:[18,35,52,53,73,74,80,83],evenli:[27,86],event:87,event_handl:[17,18],eventu:[54,64],everi:[1,2,7,8,9,13,18,22,26,27,29,31,38,39,41,45,52,55,61,63,72,74,75,76,77,81,83,99],everyon:74,everyth:[37,54,55,91],everywher:73,evid:49,exactli:[2,8,9,86],exampl:[1,2,7,8,9,13,14,15,17,20,30,31,34,36,37,38,39,41,45,46,49,50,52,53,55,57,58,59,62,64,72,73,74,75,76,77,80,81,82,83,85,86,87,92,98,99],exceed:8,except:[2,8,14,29,38,64,85,96],exchang:49,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exec:83,execut:[21,22,26,30,31,32,37,39,56,58,73,75,80,86],executioncontext:[76,77],executor:[31,35,37,47,50,79],exist:[18,20,22,34,46,52,53,56,58,63,64,69,73,75,77,83,86],exit:[27,34,83,87],expand:[46,67,75],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,80],experi:[42,85],experienc:74,expert:21,expir:22,explain:[2,7,22,36,38,74,81,97],explan:[8,19,30,54,61,99],explicit:[64,75],explicitli:[2,18,54,56,76,77],explor:[8,46,59],expon:8,exponenti:5,expos:[28,42,64,86],express:[18,31,39,55,76,86],ext:8,extend:[7,48,55,64],extens:[29,46,55,76,91],extent:44,extern:[2,21,43,44,57],external_librari:21,extra:[6,8,9,54,59,94],extra_lay:17,extraattr:[6,85],extraattribut:8,extraattributenon:8,extract:[7,8,49,54,76,86],extract_fea_c:98,extract_fea_pi:98,extract_para:96,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,80],extremli:1,f120da72:87,f7e3:86,fa0wx:87,face:[21,59],fact:[50,52,98],factor:[6,10],factor_s:8,factori:43,fail:[2,22,26,46,56,76,83,85,87],failur:[22,27,76],fake:[37,97],fake_imag:53,faked_imag:37,fall:[35,51],falloc:33,fals:[2,6,7,8,9,10,13,19,20,40,45,50,51,53,62,65,70,72,75,76,81,83,85,87,96,99],false_block:[20,40,50],false_label:53,false_neg:31,false_posit:31,false_read:53,familiar:2,fanscin:2,fantast:99,far:64,fascinatingli:1,fashion:54,fast:[8,26,80],faster:[8,9,22,67,72,80],fastli:74,fault:[17,26,57,66],favorit:73,fbd1f2bb71f4:87,fc1:[39,56,75,85],fc1_bia:39,fc1_weight:39,fc2:[39,56,85],fc3:[39,85],fc4:85,fc8a365:86,fc8a:86,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[52,63,75,85,99],fc_layer_nam:9,fc_mat:17,fc_op:63,fc_out:20,fc_output:63,fc_param_attr:9,fc_without_b:20,fclayer:75,fcop:36,fea:98,fea_output:98,feasibl:48,featur:[2,5,8,13,14,35,39,54,74,83,99],feed:[9,17,18,38,45,54,56,59],feed_dict:[37,56],feeder:13,feel:74,festiv:2,fetch:[14,22,25,51,54,72,75],fetch_op:51,few:[2,21,22,48,53,54,62,73],fewer:[8,52],fg0:8,field1:17,field2:17,field:[8,17,20,39,41,42,51,58,62,63,80,86],fifth:38,figur:[18,21,37,45,52,54,55,72,75,80,96,97,98],file:[1,2,4,7,8,13,14,15,17,18,21,22,24,26,27,29,30,33,34,39,42,44,53,54,57,65,67,69,70,72,73,74,75,76,77,81,83,91,92,94,96,98],file_list:2,file_nam:[2,98,99],filenam:[2,15,24,52,79],fileoffset:33,filesystem:[29,30,33,54,86],fill:[8,22,26,52,86,99],fill_zero_grad:57,filter:[8,9,98],filter_s:[8,9],filter_size_i:8,find:[8,20,22,29,35,39,46,61,66,69,80,81,91],find_var:19,findop:20,findvar:[20,61],fine:[6,26,36],fingerprint:86,finish:[2,22,26,29,30,63,66,81,86,87],finit:75,finnal:67,first:[2,8,17,18,20,22,26,29,30,34,37,38,39,45,46,50,51,52,54,57,62,63,64,66,72,73,74,75,76,77,80,83,85,86,94,96,97,98,99],first_seq:72,firstli:[7,8],firstn:13,firstseen:87,fit:[1,14,35,42,46,57],five:[50,80,99],fix:[2,6,8,43,54,74],flag:[8,14,74,76,83,97],flatten0:39,flatten:[39,50,52,77],flexibl:[1,8,9,18,27,38,45,46,48,53,54,64,72],flip:15,flist:81,float16_t:35,float32:[4,13,35,36,37,52,53,76,97,98],float_to_half_rn:35,floor:8,flow:[20,45,60],fluid:79,fly:99,fnt03:86,focu:[2,39,80],focus:76,folder:[21,24,30,34,86],follow:[1,2,7,8,9,10,13,15,17,18,19,20,21,22,26,30,35,36,37,38,39,40,41,45,46,48,50,51,52,53,54,55,57,58,59,61,62,63,64,66,67,69,70,72,73,74,75,76,77,80,81,85,86,87,88,89,91,92,94,96,97,98,99],fool:97,forbid:18,forc:52,force_load:43,forest:20,forget:[10,18],fork:[8,74],form:[1,2,8,9,31,69,80],format:[1,2,7,14,15,17,19,26,35,46,64,70,74,75,76,77,81,83,86,96],former:[18,21,48],formula:[8,9,10,19],formular:8,forth:37,forward:[5,8,9,19,20,25,27,37,42,47,49,50,53,57,58,59,62,72,75,85,97],forward_op:19,forwardactiv:75,forwardbackward:17,forwardtest:4,found:[2,4,8,35,50,59,61,72,81,92,97,99],four:[2,7,31,38,96,98,99],foward:51,fp16:[35,57,65],fp32:[57,65],fp64:65,fpga:56,frame:[7,57,64],framework:[18,20,31,35,39,48,50,57,59,61,63,74,75,76,79,81,98,99],free:[14,74,94],frequenc:[14,80,96,99],frequent:[26,53,57,59,81,91],fresh:[29,56],friend:61,friendli:37,fritz:8,from:[2,4,7,8,9,13,14,15,17,19,20,21,22,24,25,26,27,31,34,35,36,37,38,39,40,45,46,47,49,50,52,53,54,55,56,57,58,61,64,67,69,72,74,75,76,77,79,80,81,83,85,86,87,91,94,96,97,98,99],from_no_sequ:8,from_sequ:8,from_tar:17,fromfil:[53,98],front:39,fulfil:80,full:[8,22,29,45,48,72,75,94],full_matrix_project:[9,72],fulli:[54,55,75,80,94,97,98,99],fullmatrixproject:8,fullsiz:25,fully_matrix_project:9,fullyconnect:[39,52,96],fullyconnectedlay:75,func:[13,26,58],funciton:9,functor:[36,39],fundament:[35,55,57],further:[8,63,94],furthermor:56,futur:[8,29,35,45,54,57,91,95],fvs:63,fwd_op:58,g_b0:37,g_b1:37,g_b2:37,g_block:37,g_h0:37,g_h0_bn:37,g_h0_relu:37,g_h1:37,g_h1_bn:37,g_h1_relu:37,g_h2:37,g_im:37,g_loss:37,g_optim:37,g_program:52,g_step:37,g_w0:37,g_w1:37,g_w2:37,gain:8,game:97,gamma:98,gan:18,gan_train:97,gangliao:21,gap:83,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,49,75,76],gauss:6,gaussian:97,gaussian_normal_random:37,gcc:[35,43,57,66,73,91,92],gcc_3:69,gcreators_:63,gen:8,gen_conf:97,gen_train:97,gen_training_machin:97,gender:14,gendrated_id:46,gener:[1,2,4,7,8,9,13,17,18,19,20,21,22,24,26,27,29,36,41,48,50,51,52,53,54,55,57,58,62,63,64,74,76,80,81,83,85,86,91,92,96,98,99],generated_id:46,generated_scor:46,generated_word_embed:8,generatedinput:[8,72],generator_conf:97,generator_machin:97,generator_train:97,genert:2,geq:8,gereat:7,get:[2,7,8,14,17,19,20,21,22,26,27,29,30,33,37,39,45,46,52,56,57,58,61,63,64,66,67,69,72,74,75,76,79,80,81,86,90,98,99],get_all_op_proto:63,get_block:52,get_cloud_job:56,get_config_arg:[85,99],get_data:[87,99],get_dict:14,get_dim:19,get_embed:14,get_float_el:19,get_grad:17,get_input_lay:75,get_mnist_data:97,get_model:98,get_movie_title_dict:14,get_nois:97,get_numeric_gradi:19,get_numerical_gradi:19,get_output:19,get_shap:17,get_support:69,get_symbol:39,get_tensor:19,get_training_loss:97,get_vari:20,get_word_dict:14,getbatchs:75,geteigendevic:77,getenv:[18,30,81],getinfervartyp:41,getinput:75,getinputgrad:75,getinputvalu:75,getkerneltyp:35,getlayeroutput:17,getmat:25,getoptconfig:25,getoutputgrad:75,getoutputvalu:75,getparam:25,getparameterconfig:25,getparameterptr:75,getparameterspars:25,getparametersremot:25,getplac:[76,77],getsiz:75,getslotvalu:97,gettask:26,gettempl:86,gettranspos:75,getw:75,getweight:75,getwgrad:75,gist:9,git:[60,66,73,74,91,92],github:[9,21,37,66,73,74,79,91,92,98],give:[2,22,45,52,57,73,74,75,80,86,99],given:[2,8,13,17,27,29,36,37,46,53,55,56,59,64,75,83,97,99],glibc:[69,91,92],glibc_2:69,glibcxx_3:69,glide:21,global:[2,6,18,20,21,22,39,49,56,57,61,63,73,80,83,86],global_block:52,global_learning_r:6,globalstat:80,globalstatinfo:80,globe:2,glog:74,glog_v:74,glog_vmodul:74,gnueabihf:92,go_librari:21,go_test:21,goal:[35,38,57,80],gob:26,godep:21,godoc:43,goe:[8,9,22,40,61],going:[36,48,81,94,99],golang:21,good:[37,48,53,59,80,94],goodfellow13:8,googl:[18,57,74,79,81,91],googleapi:86,got:61,gpg2:86,gpg:86,gprof:79,gprotos_:63,gpu:[1,2,6,8,11,19,30,31,35,48,49,54,56,57,59,60,66,69,70,73,76,77,78,81,94,97,98],gpu_id:[83,85,97],gpu_per_train:[54,56],gpugpu_id:82,gpukernel:57,gpuplac:76,grab:22,grad:[19,27,62,83],grad_op_class:57,grad_op_maker_:58,grad_op_typ:[57,58],grad_op_type_:58,grad_share_block_num:[82,83],grad_var_nam:19,gradient:[6,7,8,10,17,22,26,38,41,47,48,49,57,62,76,81,83,99],gradient_check:76,gradient_clipping_threshold:[6,99],gradient_evalu:7,gradient_flat:19,gradient_machin:[17,44],gradientcheck:76,gradientmachin:[4,17,44,49,97],gradientmachine_:25,gradopdescmak:[41,58],gradopdescmakerbas:58,gradopmak:58,gradual:80,grai:15,grain:36,gram:96,grandient:17,grant:86,graph:[8,17,20,21,22,31,32,37,45,48,50,54,56,65,77,96],graphviz:98,grayscal:2,great:[55,94],greater:[8,48,81],greaterthan:63,green:37,grep:[67,81],groudtruth:72,ground:[7,8,99],group:[9,26,39,94],group_input1:72,group_input2:72,group_input:72,grouplen:14,grow:74,grpc:94,gru:[8,46,72,99],gru_bias_attr:9,gru_decod:72,gru_decoder_with_attent:72,gru_encoder_decod:96,gru_layer_attr:9,gru_memori:9,gru_out:46,gru_siz:99,gru_step:[46,72],gru_step_lay:9,grumemori:[9,72],gserver:[8,75],gsizex:80,guarante:[52,75],guard:25,guest:[69,73],gui:80,guid:[33,57,72,74,75,80,86,87,96],gzip:[26,87],h0_bn:37,h_prev:20,had:73,hadoop:18,half:[35,86],half_to_float:35,hand:[57,77,81],handi:21,handl:[13,18,30,39,49,53,54,56,61,64],handler:[17,20],handwrit:2,happen:[26,63],hard:[46,54,55,64,73,86,99],hardwar:[73,80],has:[2,4,7,8,9,14,18,19,20,21,22,26,27,29,31,35,37,39,42,46,50,54,55,56,57,62,63,72,73,74,75,76,80,86,87,94,96,99],has_kei:17,has_selected_colum:8,hasdependentvar:51,have:[1,2,4,8,9,13,18,19,20,21,22,26,27,29,30,35,36,37,38,42,45,46,48,49,50,52,53,54,55,56,57,58,61,62,65,66,67,72,73,75,76,80,81,83,85,86,92,94,96,99],haven:73,hdf:[1,24],head:[74,76,81,96],header:[27,42,44,57,75,91,92,96,98],headip:81,heard:73,heavi:81,height:[8,13,15,20,43,53,75,76],height_:62,held:22,hello:18,help:[2,4,8,20,34,39,46,53,57,64,73,74,81],helper:[8,54,58,64,75],henc:[48,52,54,58,59,61],here:[2,4,6,7,8,9,13,18,21,22,28,34,38,39,45,53,59,63,66,67,69,72,74,76,81,82,85,86,87,92,94,96,98,99],heterogen:[54,55],heurist:[8,46,55,83],hidden:[8,9,47,54,72,86,99],hidden_out:20,hidden_s:9,hierarch:[8,50,52,57,72],hierarchi:57,high:[6,35,75,81,94,97],higher:[1,36,45,64,74],highest:[13,20],highli:[1,2,14,64,72,85],him:18,hint:55,his:56,histor:36,histori:10,hl_get_sync_flag:75,hold:[18,22,26,28,35,37,39,41,56,61,63,77,86],holder_:77,home:[24,34,54,56,67,79,81,86,87],honor:26,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,98],host:[21,30,86,87,91,92],host_c:[91,92],hostfil:81,hostnam:86,hostpath:87,hostport:86,hour:73,hourli:74,hous:[2,14,70,96],how:[1,2,6,8,18,20,22,26,34,36,39,45,46,49,54,59,63,72,73,81,83,86,87,90,92,98,99],howev:[2,8,9,19,29,48,49,52,53,54,58,59,62,63,72,82,83,86],howto:81,hpp:[35,43],html:14,htod:80,http:[8,9,14,21,30,37,66,67,73,74,79,86,87,91,92,94,97,98],huber:8,huge:48,human:8,hwc:15,hyper:[8,37,75],hyperparamet:[8,59],hyperplan:13,i1117:80,iOS:92,iamfullaccess:86,iamusersshkei:86,icml2006_gravesfgs06:8,icml_rank:8,ics:14,id_input:7,id_rsa:81,idea:[21,48,53,59],ideal:54,ident:[8,58,76,86],identifi:[40,75],identityoffsetproject:8,identityproject:8,ids:[7,8,46,75,99],idx:[26,37,75],ies:34,ifels:[20,50],ifelseop:50,ight:8,ignor:[2,8,83,96],illustr:[2,7,22,27,36,45,54,56,72,75,80,99],ilsvrc:98,im_siz:37,imag:[2,11,12,13,14,18,37,38,46,47,50,53,56,66,73,74,85,86,88,89,94,97,98],image_a:53,image_b:53,image_fil:53,image_lay:53,image_list_provid:98,image_nam:18,image_path:53,image_reader_cr:53,image_s:98,imagenet:[8,24],imagepullpolici:86,imageri:8,images_reader_cr:53,imagin:38,img2label:15,img:[2,8,9,54],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:80,imgsizei:80,imgsizex:80,imikolov:81,immedi:[48,59,66,86],immutable_paramet:18,imperfect:57,implement:[2,8,9,13,20,26,27,28,29,30,36,39,40,41,43,44,46,49,51,54,55,61,63,64,72,99],implemet:25,impli:21,implicit:56,imposs:[46,94],improv:[8,55,57,80,86],inarg:25,inbound:86,includ:[1,2,7,8,9,14,15,18,20,21,27,30,35,37,39,43,44,45,46,50,52,57,63,66,69,72,73,75,76,80,81,83,86,87,91,92,96,99],inclus:46,incorpor:8,incorrect:8,increas:[22,26,35,81,83],increment:[31,38,83],incupd:75,inde:13,independ:[8,19,27,56,61,94,99],index:[2,7,8,11,13,14,17,19,20,22,26,50,52,64,86],indexslot:8,indic:[2,7,8,20,27,37,45,50,58,62,64,81,86,91],indice_map:64,indices_map:64,individu:[22,86],industri:[22,42,94],ineffici:49,infer:[0,15,18,20,22,40,41,43,51,52,56,57,62,70,92],infer_shap:52,infer_var_type_:41,inferfac:41,inferior:29,infernec:92,infershap:[20,52,57,76,77],infershapecontext:[76,77],infervartypefn:41,info:[7,8,14,35,45,75,81,94],inform:[4,8,14,17,20,30,34,39,42,45,52,54,59,61,62,74,75,76,77,80,83,86,91],infrastructur:[86,97],ingor:83,inherit:[20,47,57,76],ininst:18,init:[6,17,20,37,45,46,54,70,75,81,85,86,97,99],init_attr:52,init_from_tar:17,init_hook:99,init_model_path:[82,83,85,96,99],initi:[2,4,6,8,9,14,17,21,26,31,38,45,48,52,54,55,59,63,64,70,72,75,76,83,96,97,99],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:52,initpaddl:[4,97],initrd:94,inlcud:9,inlin:[77,86],inner:[8,75],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:77,input1:[8,9,77],input2:8,input:[2,4,5,7,8,9,11,13,15,17,19,20,25,29,31,35,36,37,38,39,41,45,46,48,49,51,52,53,54,55,56,57,58,61,63,64,70,72,74,75,76,77,81,85,96,97,98,99],input_conf:8,input_data:75,input_data_target:75,input_featur:5,input_hassub_sequence_data:75,input_id:8,input_imag:9,input_index:75,input_label:75,input_lay:75,input_loc:8,input_nam:18,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:64,input_seq:8,input_sequence_data:75,input_sequence_label:75,input_sparse_float_value_data:75,input_sparse_non_value_data:75,input_t:75,input_to_check:19,input_typ:99,input_valu:19,input_var:[19,52],inputbuff:25,inputdef:75,inputgradi:58,inputlayers_:75,inputs_to_check:19,inputtyp:[2,13],insert:[51,57,58,74],insid:[7,9,22,31,49,53,54,55,57,58,67,86],inspir:96,instal:[8,30,60,66,67,73,74,79,81,87,98],install_android:91,instanc:[8,19,20,22,24,28,32,40,45,46,48,52,54,57,58,72,75,77,80,83],instance_ip:86,instanti:[22,32],instead:[8,9,11,21,25,30,35,38,39,54,73,74,99],instrins:35,instruct:[20,38,67,73,80,91,99],int16:65,int32:[50,64,65,83],int64:[33,62,65],integ:[2,7,8,13,26,30,35,43,46,75,99],integer_valu:[2,13,99],integer_value_sequ:[2,13,46,72,99],integr:[7,66,94],intellig:32,intend:66,inter:[8,54],interact:[8,67,86],intercept:8,interchang:[38,57],interest:[35,80],interfac:[0,4,6,8,9,17,20,26,30,34,39,49,57,58,66,76,77,86,94],interg:99,intergr:8,intermedi:[34,37,47,54,73,91,92],intern:[8,9,17,35,79,81,86],internet:[21,22,94],interpret:[2,7,66,80],interv:8,inth:77,intrins:[35,92],introduc:[2,8,15,20,22,37,42,59,61,63,76,81,87],introduct:[3,97],introductori:73,intuit:[29,57],invalid:[53,61],invoc:[21,36,57],invok:[2,8,17,49,52,54,55,57,58,63,73,74,80,86],involv:[46,76,97],iob:7,ioe:7,ips:86,ipt:[8,52,63,72],ipx:94,ipython:18,is_color:15,is_discriminator_train:97,is_gener:[96,97],is_generator_train:97,is_loc:17,is_predict:99,is_seq:[8,72],is_stat:6,is_target:51,is_tensor:63,is_test:98,is_traget:51,is_train:[2,15],isn:80,isspars:75,issu:[21,37,56,67,69,73,74,80],item:[8,13,17,29,35,53,70,94],iter:[8,9,10,13,17,18,22,48,53,54,64],iter_multiple_input_and_param:52,its:[2,8,9,17,18,19,20,22,26,31,37,38,39,41,42,45,46,48,49,51,52,57,58,61,62,63,69,75,76,77,80,81,83,86,96,97,99],itself:[22,29,48,61],ivs:63,java:[20,43,50,57],jeremi:80,jmlr:8,job:[4,14,29,54,56,57,67,82,83,85,98,99],job_dispatch_packag:81,job_id:14,job_mod:96,job_nam:[30,86],job_namespac:86,job_path:86,job_workspac:81,jobpath:86,jobport0:86,jobport1:86,jobport2:86,jobport3:86,jobserv:30,join:22,joint:96,jointli:9,journei:67,jpg:[15,98],json:[39,86,87],jth:9,judg:8,juditski:48,jupyt:[30,67],just:[2,5,7,8,9,14,21,26,27,37,41,48,49,52,53,54,57,58,59,61,62,66,69,73,74,81,85,86,91,96],jx4xr:86,jypyt:18,k8s:94,k8s_data:86,k8s_job:18,k8s_token:18,k8s_train:86,k8s_user:18,kafka:24,kaimingh:98,kebilinearinterpbw:80,kebilinearinterpfw:80,keep:[2,8,13,15,22,38,46,48,52,61,63,66,74,94],keep_top_k:8,kei:[2,14,15,17,19,20,22,24,26,33,35,57,58,63,64,73,74,76,80],kept:[8,52],kera:59,kernel:[8,19,35,48,59,62,76,77,80,99],key1:83,key2:83,key_pair_nam:86,keyid:86,keymetadata:86,keypair:86,keyserv:86,keystat:86,keyusag:86,keyword:[2,52],kill:[22,86],kind:[1,2,18,19,22,28,38,47,65,67,86,87,97,99],kms:86,know:[2,18,26,42,74,75,80,81,86,91],known:[20,36,45,97],kriz:14,kselectedrow:62,ksimonyan:9,kube_cluster_tl:18,kube_ctrl_start_job:18,kube_list_containers_in_job_and_return_current_containers_rank:18,kubeconfig:86,kubectl:[81,87],kuberent:[22,86],kubernet:[18,22,57,78,88,89,94],kubernetes_service_host:18,kwarg:[2,9,10,13,31,39,52,63,99],l1_rate:6,l1_regularization_op:59,l2_rate:6,l2_regularization_op:59,l2_sim:8,l2regular:99,l93:25,label:[2,4,7,8,13,14,15,17,31,37,38,39,47,50,53,54,55,56,87,97,98,99],label_dim:[8,99],label_fil:53,label_lay:53,label_path:53,lag:83,lake:2,lambdacost:8,lambdarank:8,lan:81,languag:[8,14,38,57,61,85,96],larg:[11,14,42,48,54,55,74],larger:[2,6,7,8],larger_than:[20,40,50],last:[7,8,9,45,50,72,83,99],last_seq:46,last_time_step_output:8,lastseen:87,latenc:[8,35,54,81,86],latent:8,later:[21,57,59,66,69,76,77,86,95,99],latest:[8,20,21,22,29,66,67,69,87],latter:[48,64],launch:[83,86],launcher:18,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,17,20,25,37,38,40,47,48,50,53,54,55,57,59,63,64,70,72,78,82,83,96,97,98,99],layer_0:75,layer_attr:[8,72,85],layer_num:[85,98],layer_s:8,layer_typ:8,layerbas:75,layerconfig:75,layergradutil:75,layerhelp:52,layermap:75,layeroutout:8,layeroutput:9,layout:15,lazi:[48,59],lbl:7,lead:80,leaki:37,learing_r:47,learn:[6,7,8,9,10,14,18,27,29,37,38,46,48,53,54,55,56,57,59,67,72,73,75,76,80,95,98,99],learnabl:17,learning_method:[96,99],learning_r:[6,27,54,96,99],leas:22,least:[7,22,69,91],leav:[2,20,86],lecun:14,left:[8,20,77,98],left_right_flip:15,legaci:67,legal:63,len:[2,8,27,33,52,70,75,99],length:[8,9,13,14,15,27,35,42,45,46,57,64,72,83,87],leq:8,less:[8,18,94],less_than:18,let02:87,let:[4,7,8,18,20,29,36,38,45,46,47,58,76,86],level:[6,8,35,36,39,42,45,46,64,65,74,81,83,91,97],lgtest:21,lgtest_main:21,lib64:[67,83],lib:[44,66,67,79,81,91,92],libapi:21,libari:44,libc:69,libcuda:67,libgcc_:69,libgoogl:79,libnvidia:67,libpaddl:[43,44,57],libpaddle_capi:44,libpaddle_gserv:44,libpaddle_math:44,libpython2:66,librari:[8,21,28,44,54,66,69,76,81,83,92],libstdc:69,life:22,lifecycl:94,lifetim:[61,69],lightweight:36,like:[2,7,8,14,20,21,22,25,30,36,37,38,39,41,48,52,53,57,58,59,61,62,64,66,69,72,73,74,80,81,82,85,86,91,92,94,96,98,99],limit:[8,13,42,46,57,59,80,83],linaro:92,line:[1,2,4,7,13,21,25,30,34,38,48,50,52,57,59,73,74,78,80,85,86,96,98],linear:[8,46,70],lineno:79,link1:35,link2:35,link:[8,9,21,33,34,61,69,76,86,94,99],linux:[33,67,69,73,74,86,92],linux_x86_64:[60,69],lipeng:96,list:[1,2,7,8,9,13,15,17,18,20,21,26,30,32,34,37,47,49,52,56,58,61,64,70,72,73,75,76,79,81,83,85,86,92,98,99],listdir:81,listen:[22,81,83],littl:[1,2,27,42,83,99],live:76,load:[1,2,4,15,18,22,37,52,54,66,76,83,86,98],load_and_transform:15,load_featur:98,load_feature_c:98,load_feature_pi:98,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[82,83,85,96],load_mnist:37,load_uniform_data:97,loadparamet:4,loadsave_parameters_in_pserv:[25,82,83],loc:7,local:[6,17,19,20,22,28,29,38,45,50,52,57,66,67,73,74,81,82,83,87],local_scop:19,localhost:67,localpath:34,locat:[8,17,21,64,72,75,81,92,99],lock:[21,22,26,27,55],lod:[42,45,62,64,65],lod_desc:[62,65],lod_expand:46,lod_level:[52,62,65],lod_tensor:[45,62,65],lodtensor:[41,42,57,65],lodtensordesc:[42,62],log:[2,26,34,37,54,69,75,81,83,86,87,92],log_barrier_abstract:83,log_barrier_lowest_nod:[82,83],log_barrier_show_log:[82,83],log_clip:[82,83],log_error_clip:[82,83],log_period:[83,85,87,97,99],log_period_serv:[82,83],logarithm:5,logger:2,logic:[2,29,37,41,47,49,54,55,61,64,76],login:[69,81],logit:37,longer:[22,54],look:[2,7,20,30,38,48,52,58,59,81,82,86,87,97,99],lookahead:8,lookup:[41,46,99],loop:[19,20,53,61],loop_var:64,loss:[8,37,39,47,48,59,75,97,99],lot:[46,48,52,54,59,81,82,94],low:[8,47,64],low_rnn:45,lower:[8,35,45,46,74,81],lower_level_rnn:45,lowest:83,lpaddle_capi_shar:44,lpaddle_capi_whol:44,lrelu:37,lstm:[8,72,87,99],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:99,lstm_step:9,lstmemori:[9,72],lstmemory_group:8,ltr:8,mac:[44,73,74,91],machin:[9,14,17,37,48,54,55,59,66,69,73,75,81,82,83,85,86,87,92,94,99],machine_transl:72,machinelearn:8,maco:[69,70,73],macro:[36,58,76],made:[2,22,27,72],mai:[2,8,9,19,20,31,35,53,54,55,56,57,61,66,67,77,80,81,86,92],main:[2,4,39,50,57,69,79,81,86],main_program:31,mainli:[28,66,76,83],mainlin:69,maintain:[8,20,26,48,52,57,86,95],majel:21,major:[35,54,91,97,98],make:[2,7,8,18,20,21,22,26,27,29,35,38,45,46,48,49,52,53,54,57,59,64,66,73,74,75,76,80,81,86,91,92,94,99],make_ddim:77,make_function_oper:36,make_vari:63,maker:[57,58],malloc:75,man:33,manag:[17,22,27,28,34,54,61,69],mandarin:8,mani:[9,15,21,26,37,46,49,52,57,58,61,62,63,64,73,83,99],manili:39,manipul:[52,58,81],manner:[8,48,59],manual:[47,48,54,58,81,91,94],manylinux1:69,manylinux1_x86_64:[60,69],map:[2,7,8,13,17,18,20,26,52,58,61,63,64,73,83,94,98],map_fn:64,map_read:13,mapper:13,mapreduc:[18,81],mark:[2,37,38,45,46,55,61,72,94],market:35,mask:[6,8],master:[18,29,57,60,83,92],mastermind:21,mat:[43,44],mat_cache_row:25,mat_norm:25,mat_normal_shar:25,mat_param_attr:9,mat_sparse_row:25,mat_sparse_row_auto_grow:25,mat_sparse_row_id:25,mat_sparse_row_prefetch:25,mat_sparse_row_prefetch_full_s:25,mat_value_shar:25,match:[8,21,35,69,80],matchbox:94,math:[9,43,57,74,75,76,80],mathemat:59,matirx:8,matmul:[20,39,45,64,76],matric:[4,72,75],matrix:[7,8,9,13,17,25,43,44,75,76,82,85,98],matrixptr:75,matrixtyp:44,matter:2,mattyp:25,matur:81,max:[2,6,8,13,14,19,52,80,83,85,99],max_diff:19,max_id:[8,17,99],max_job_id:14,max_length:[8,46,72],max_movie_id:14,max_relative_error:[19,76],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,99],maxid_evalu:7,maxid_lay:99,maxim:8,maximum:[7,8,14,20,27,72,76,80,83,99],maxinum:11,maxpool:8,mayb:20,md5:[14,23],mean:[2,6,7,8,9,10,11,13,15,17,21,32,39,46,51,53,54,61,67,72,73,76,80,83,85,86,94,96,97,98,99],mean_meta:98,mean_meta_224:98,mean_valu:98,mean_var_nam:8,meant:64,measur:[31,80],mechan:[8,9,28,31,52,58,72,86],mem:[8,20,30,46],mem_per_p:56,mem_per_train:56,member:[8,14,18,38,39,49,52,61,76],memcpi:[49,80],memor:8,memori:[1,2,9,20,25,26,30,35,42,46,48,57,72,73,74,75,77,80,83,85,87,99],memory_boot:9,memory_nam:8,memory_test:73,memory_threshold_on_load_data:83,mention:[21,26,45,48,54,55,73],mere:9,merg:[8,27,29,31,45,49,74,83,96],mergedict:96,messag:[20,38,42,50,51,52,57,58,62,65,74,83,87],meta:[98,99],metaclass:76,metadata:[33,86,87],metal:94,metaphor:38,metaplotlib:18,method:[2,8,10,17,19,20,29,35,37,38,39,47,52,53,55,57,61,62,64,67,69,75,76,77,79,80,83,85,99],methodolog:48,metric:31,microarchitectur:35,microsoft:8,might:[8,20,21,50,55,73,74,75,86,91],mileag:80,million:[14,85],min:[6,8,52,80,85,86],min_block:20,min_count:55,min_desc:20,min_pool_s:2,min_word_freq:14,mini:[2,8,13,17,20,22,31,40,45],mini_batch:53,minibatch:[8,20,31,38,40,50],minim:[2,20,37,47,55,57,83,91,92],minimum:[8,91],minimun:83,minsizerel:[91,92],minst:2,minu:58,minus_grad:58,minusgradop:58,minusop:58,minusopgradmak:58,minusopprotoandcheckermak:58,minut:[22,29,67,73,86],mirror:[21,67],mislead:27,miss:[37,83,96],mit:86,mix:[9,64,72],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[34,66,81,86],mkl:[57,66,67],mkldnn:8,mkldnn_batch_norm:8,mlp:39,mlpaper:8,mnist:[2,4,24,37,38,50,53,54,56,57,79],mnist_provid:2,mnist_random_image_batch_read:53,mnist_train:[2,53],mnist_train_batch_read:53,mobil:[35,57,90],mod:81,mode:[8,17,35,74,83,97,98],model:[0,1,4,8,9,14,17,20,22,23,31,38,47,48,54,55,56,57,59,64,70,74,75,78,83,86,95],model_config:[4,97],model_list:[83,85],model_path:85,model_zoo:[96,98],modif:68,modifi:[4,8,35,39,54,59,72,75,76,81,86],modul:[1,2,4,9,14,17,36,37,46,54,64,76,79,98,99],modular:46,modulo:8,momentum:[6,61,99],momentumop:79,mon:87,monitor:99,mono:8,month:[21,99],more:[1,2,4,7,8,9,13,18,19,21,22,26,29,30,34,35,36,38,45,46,47,52,53,54,55,57,59,64,66,67,70,72,73,75,76,77,80,81,85,87,92,94,99],most:[2,4,8,13,17,18,21,29,38,39,46,48,53,54,59,69,72,75,80,82,94],mostli:[35,94],motiv:57,mount:[30,67,81,86,87],mountpath:[86,87],move:[8,22,26,34,48,67,80,86,94],movement:80,movi:[2,14],movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:81,mpirun:81,mse:[38,47,50],much:[8,22,47,53,59,64,80],mul:[36,52,56,75,76],mul_grad:76,mul_op:76,mul_ratio:8,mul_result:52,mulgradkernel:76,mulkernel:76,mulop:[36,76],mulopgrad:76,mulopmak:76,multi:[8,31,49,75,81,82,83,94,98],multi_binary_label_cross_entropi:8,multi_crop:98,multigradientmachin:49,multinomi:8,multipl:[7,8,9,13,17,18,19,26,27,29,31,36,54,55,56,57,65,72,75,76,81,83,85,86,97,99],multiple_input:52,multiple_param_attr:52,multipli:[7,8,75],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,27,42,51,52,53,57,63,72,75,76,77,81,83,85,86,91,92],mutabl:77,mutable_data:[76,77],mutuable_data:77,mxnet:20,my_cluster_nam:86,my_external_dns_nam:86,my_lib:81,mypaddl:87,name:[2,6,7,8,9,11,15,17,18,19,20,22,24,25,27,30,31,35,36,39,42,44,46,50,52,56,57,60,62,63,64,65,67,69,70,72,73,75,76,80,81,83,85,87,88,89,94,96,97,98,99],name_prefix:24,namespac:[20,40,43,52,75,76,87],nativ:[8,35,74],natur:[26,29,46,55,64,85],ncall:79,ncelm:8,nchw:8,ndarrai:[15,17,24],ndcg:8,ndcg_num:8,ndk:91,nearest:[35,99],nearli:19,necess:64,necessari:[2,8,20,27,29,31,42,46,49,52,63,64,75,81,99],necessarili:75,need:[2,7,8,9,13,18,19,21,25,26,27,29,30,31,34,36,37,46,47,48,49,51,52,54,55,56,57,58,59,61,62,63,64,66,67,68,69,70,72,75,76,77,81,82,83,85,86,87,91,92,94,97,98,99],neg:[2,7,8,99],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:99,neon:[35,91,92],ner:7,nest:[2,8,13,20,50],net:[8,9,20,37,45,61],net_diagram:98,netop:[20,57],network:[1,2,4,6,7,8,13,16,17,18,19,20,22,25,31,37,39,45,47,48,53,54,55,59,61,63,65,70,75,76,77,80,81,83,94,96],network_config:85,networkadministr:86,neural:[2,4,8,9,13,17,18,20,22,39,45,48,54,59,61,65,70,77,80,81,83,96,97,98],neuralnetwork:49,neuron:[4,75,99],never:[13,53,61,86,87],new_block_idx:52,new_stat:45,newblock:52,newer:91,newest:27,newli:[35,94],newop:20,newopdesc:52,newprogram:52,newremot:54,newvardesc:52,next:[8,14,22,28,46,64,72,75,76,80,83,86,87],nfs4:86,nfs:86,nfsver:86,ngram:14,nic:[82,83],nil:26,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:75,no_cach:2,no_grad_set:[19,76],no_sequ:[2,8],node1ip:81,node2ip:81,node3ip:81,node:[8,21,29,39,46,54,55,56,57,65,73,75,81,83,86,87,94],node_0:86,node_1:86,node_2:86,node_id:81,nodeattr:39,nodeentri:39,nodefil:81,nodesep:39,nohup:81,nois:[8,22,37,81,97],noise_dim:97,noisi:[8,37],non:[8,22,35,62,75,76,83,86],none:[1,2,4,6,7,8,9,10,11,15,17,18,19,20,31,37,39,40,45,46,47,50,52,56,63,64,72,98,99],nonlinear:75,nor:73,norm:[9,37,97],norm_by_tim:8,normal:[2,4,8,9,14,48,72,75,81,83,87,96,97,98],normzal:98,notat:8,note:[2,4,6,8,9,11,15,17,18,20,25,26,30,42,53,57,66,67,76,77,80,81,83,85,86,96],notebook:[30,67],noth:[5,17,52,61,73,83],notic:[58,72,74,75],notif:74,notingradi:76,notion:64,notori:19,now:[2,13,21,22,37,42,48,55,57,58,59,61,83,86,97],np_arrai:13,nproc:73,nullptr:[58,61,75],num:[8,9,81,83,99],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,39],num_filt:[8,9],num_gradient_serv:[81,82,83],num_group:8,num_hidden:39,num_input:74,num_neg_sampl:8,num_p:[54,56],num_parameter_serv:18,num_pass:[17,82,83,85,87,99],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:62,num_shard:24,num_step:64,num_train:[54,56],number:[2,7,8,9,13,14,15,20,22,24,31,48,53,55,57,63,64,73,75,81,83,86,96,98,99],numchunktyp:7,numdevices_:85,numer:[8,76],numeric_grad:19,numerical_grad:19,numlogicaldevices_:85,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,17,24,35,37,52,53,66,76,97,98],numreal:25,numsampl:80,numtagtyp:7,numtimeout:26,nv_:21,nv_gpu:73,nv_librari:21,nv_test:21,nvcc:[21,35],nvidia:[35,67,73,80,83],obei:7,obj:[2,98,99],object:[2,4,6,8,9,13,17,18,25,31,37,39,43,47,52,56,57,59,61,77,80,97,98,99],observ:[8,75,80],obtain:[29,48,99],obvious:21,occupi:35,occur:[14,17],occurr:20,oct:87,odd:8,off:[44,66,67,73,81,91,92,94],offer:[4,20,56,57,63],offici:[8,21,74,86,91],offlin:[22,24,94],offset:[8,25],often:[8,25,39,74,81,99],ograd:75,old:[19,27,29,46,57,83],older:91,omega:59,omit:99,omp_num_thread:79,ompi_comm_world_rank:81,on_init:2,onc:[2,8,22,26,31,38,48,54,55,74,75,86,99],one:[2,5,7,8,9,11,13,17,18,19,20,22,25,26,27,29,30,31,32,35,36,37,39,41,42,45,46,47,48,49,50,51,52,53,54,56,57,58,61,62,64,67,73,74,75,76,81,83,85,86,87,94,96,97,98,99],onehotcrossentropyopkernel:76,ones:[36,37,57,74,76],onli:[1,2,4,7,8,9,11,15,17,18,19,21,25,26,27,28,29,30,31,34,35,37,38,45,46,47,49,52,54,55,56,57,62,63,64,66,68,69,72,73,75,76,77,80,82,83,85,86,87,94,96,98,99],onlin:[8,10,22,24,53],only_cpu:19,onto:[54,55,81,86],op_:76,op_check:76,op_class:[57,63],op_desc:[41,51],op_maker_class:[57,63],op_proto:63,op_test_util:76,op_typ:57,opattrcheck:76,opcreat:63,opdesc:[20,38,50,51,52,57,58,63,65],opdescbind:[41,58],opdescbuild:20,open:[2,8,15,18,24,37,53,74,81,86,98,99],openbla:[66,67,91],opencv:15,oper:[8,9,13,15,19,20,31,32,35,37,38,39,41,45,46,47,51,54,56,59,61,65,72,74,75,77,80,83,86,91,96],operand:35,operator_grad:19,operatorbas:[20,36,57,58,63,76],operatorwithkernel:76,opinfo:[41,57,58],opinfomak:41,opinfomap:58,opkernel:77,opkernelkei:57,opmak:63,opproto:76,opprotoandcheckermak:[58,76],opprotomak:[63,76],opregist:63,opregistri:63,ops:[19,20,21,38,39,48,50,51,52,57,76,94],ops_:20,ops_test:21,opt:[18,47,51,56,63,66],opt_op_list:47,optestmeta:76,optim:[2,6,16,17,19,32,37,48,49,50,54,55,56,57,59,62,75,80,81,91,92],optimis:47,optimize_op_attr:52,option:[2,7,8,18,21,37,42,50,51,52,57,62,63,65,73,75,81,85,91,94],optmization_op_list:47,opts_np:51,optyp:[41,63],opwithkernel:62,order:[2,8,9,13,15,17,32,38,42,53,59,64,66,75,79,81,83,86,87,94,97,98,99],ordereddict:17,oregon:86,org:[7,8,9,14,24,33,37,67,97],organ:[7,8],orient:63,origin:[1,2,8,9,13,14,19,35,37,61,64,74,77,97],other:[2,7,8,9,13,20,22,27,34,35,41,45,48,51,59,61,63,66,72,73,74,81,85,86,87,91,92,94,96,97,98,99],otherchunktyp:7,otherwis:[1,8,13,14,15,17,18,22,27,29,37,41,53,72,74,81,85],our:[18,21,37,41,48,54,55,61,64,66,69,72,73,74,75,86,87,91,96,99],out:[8,17,18,20,21,26,29,39,45,46,52,54,70,72,76,77,79,80,81,83,86,87],out_dir:86,out_left:8,out_mem:72,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outlier:8,outlin:84,outout_lay:17,outout_layer1:17,outout_layer2:17,output:[4,5,6,7,9,11,13,17,18,19,20,24,29,34,36,37,38,39,40,41,42,45,46,48,50,51,52,53,54,55,57,58,61,62,63,64,66,72,73,74,75,76,77,80,83,85,87,91,96,97,98,99],output_:[8,75],output_all_step:45,output_dir:98,output_id:8,output_lay:[17,70,98],output_max_index:11,output_mem:[8,72],output_nam:19,output_num:45,output_path:24,output_seg:64,outputbuff:25,outputgradi:58,outputh:8,outputw:8,outsid:[2,8,9,54,61],outter_kwarg:2,outupt:64,outv:75,over:[1,8,9,17,18,48,64,74,75,80,99],overal:[37,48,74,94],overfit:59,overhead:80,overlap:[7,8,75],overlap_threshold:[7,8],overload:35,overrid:[20,22,34,56,75,76,77],overview:[26,27,28],overwhelm:74,overwrit:[34,81],own:[8,27,29,39,41,47,48,54,56,59,63,76,81,86,91],owner:[73,74],paam:15,pack:[64,91],packag:[2,13,14,26,30,36,60,66,67,74,76,79,86],pad:[9,99],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,17,18,20,21,22,24,30,34,36,37,40,42,43,44,45,46,49,50,54,56,57,59,63,64,66,67,69,70,72,73,74,75,76,78,79,80,81,83,85,86,91,94,97,99],paddle_begin_init_param:27,paddle_dir:76,paddle_element_typ:27,paddle_element_type_float32:27,paddle_element_type_float64:27,paddle_element_type_int32:27,paddle_element_type_int64:27,paddle_element_type_uint32:27,paddle_element_type_uint64:27,paddle_enforc:20,paddle_enforce_eq:[76,77],paddle_error:[43,44],paddle_exampl:30,paddle_finish_init_param:27,paddle_get_param:27,paddle_gradi:27,paddle_init_num_gradient_serv:81,paddle_init_param:27,paddle_init_port:81,paddle_init_ports_num:81,paddle_init_ports_num_for_spars:81,paddle_init_pserv:81,paddle_init_trainer_count:81,paddle_init_trainer_id:81,paddle_init_use_gpu:81,paddle_job:30,paddle_manylinux_devel:66,paddle_matrix:[43,44],paddle_matrix_cr:44,paddle_matrix_get_shap:43,paddle_matrix_shap:43,paddle_new_etcd_pserver_cli:27,paddle_new_pserver_cli:27,paddle_on_cloud:30,paddle_output:87,paddle_paramet:27,paddle_pserver2:81,paddle_pserver_cli:27,paddle_pserver_client_releas:27,paddle_root:96,paddle_save_model:27,paddle_send_grad:27,paddle_source_root:96,paddle_train:[44,60,81],paddledev:[67,86,87],paddlepaddl:[1,2,4,8,9,13,14,15,17,21,22,24,27,28,29,30,33,34,36,37,38,40,42,45,46,47,49,52,53,56,57,61,64,65,68,70,72,74,75,76,78,80,88,89,93,94,95,98,99],paddlepaddlebook:67,paddlepadl:2,paddpepaddl:2,page:[74,86],pain:56,pair:[7,8,20,38,47,54,57],pairwis:8,pakcag:21,palceholder_just_ignore_the_embed:96,paper:[8,37,96,97,98],paper_fil:8,para:25,paraconvert:96,paradigm:57,paragraph:45,paragraph_data:45,paragraph_out:45,parallel:[54,55,57,73,80,81,83,85,86,87],parallel_nn:[6,82,83],param:[6,8,9,13,19,20,27,49,52,77,81],param_attr:[8,9,25,52,72],param_config_proto:27,paramattr:[6,8,72],paramet:[1,2,4,7,9,10,11,13,14,15,16,19,20,21,23,25,29,32,34,37,38,39,41,42,45,47,50,53,54,61,63,64,66,70,74,75,77,78,85,97,99],parameter_block_s:[82,83],parameter_block_size_for_spars:[82,83],parameter_learning_r:6,parameter_list:47,parameter_nam:[17,18],parameter_serv:18,parameter_valu:25,parameterattribut:[6,8,9,25],parameterclient_:25,parametermap:75,parametermutex_:25,parameters_:75,parameters_and_grad:47,parameterserver2:25,parameterset:18,parameterupdat:49,parameterupdater_:25,parametr:8,params_grad:47,paramt:[86,96],paraphrase_data:96,paraphrase_model:96,paraspars:75,parent:[20,50,52,57,75],parent_:[20,61],parent_idx:52,parenthes:57,pars:[4,14,21,32,39,73,85,86,97],parse_config:[4,97],part:[2,7,8,20,29,42,50,52,54,72,75,80,81,94,97,99],parti:[73,80,91,92],partial:[8,17,97],partial_sum:8,particip:76,participl:96,particular:[38,42,57,80],partit:[22,24,32,54,55,57,81,86],pass:[2,8,17,20,22,31,37,42,47,48,49,51,52,53,57,59,61,64,74,75,80,81,83,86,87,97,99],pass_gener:8,pass_id:17,pass_idx:53,pass_test:97,passtyp:75,password:81,past:[18,67,70,86],patch:33,path:[1,2,7,13,14,15,17,22,26,27,30,46,53,66,67,81,83,85,86,87,91,92,96,98,99],pattern:[14,22,43,48,59,86],paus:[22,29],pdf:[8,9],pem:[18,24,86],pend:[22,26],peopl:[8,73],pep425tag:69,pep8:74,per:[7,8,14,15,22,27,48,53,59,76,83,99],percal:79,perf_test:79,perfom:[83,85],perform:[1,8,9,19,27,31,35,37,49,53,54,57,59,72,73,75,76,78,81,82,91,92,97,99],perftool:79,period:[1,22,29,56,83,99],permiss:86,peroid:[8,15],persist:[32,62,65,86],persistentvolum:86,persistentvolumeclaim:86,person:[7,18],perspect:[57,80],perturb:[19,75],peter:56,pex:94,pfs:[24,34,56],pfsclient:24,pfspath:34,pgp:86,phase:[46,48,53,58,94],philosophi:[48,59],photo:37,physic:94,pick:[2,86],pickl:81,pictur:99,piec:[8,9,32,77],pil:[15,81],pillow:30,ping:74,pip:[60,66,68,70,74,79],pipelin:31,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,22,29,54,55,57,75,76,77,80,98],placehold:[37,77,96],placement:55,plain:[1,7,8,30,42,44],plan:[22,57,75,91],platform:[20,69,74,76,77,86,91,92],pleas:[2,4,6,8,9,10,15,18,22,26,27,28,39,45,52,53,56,57,65,66,67,69,72,73,74,75,76,77,81,86,91,92,95,96,99],plot:18,plu:[8,19],plug:48,pne:76,png:98,pnpairvalidationlay:83,pnpairvalidationpredict_fil:82,pod:[24,30,86,87],pod_nam:86,point:[20,22,30,35,56,73,74,76,77,80,91,94],pointer:[20,27,39,52,57,61,77],polar:14,polici:86,pollut:29,polyak:48,ponit:39,pool3:75,pool:[2,9,16,99],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],pooled_height:8,pooled_width:8,pooling_lay:[9,99],pooling_typ:[8,99],poolingtyp:11,pop:20,popul:27,popular:[21,37,39,98],port:[21,81,82,83,86,87],port_num:82,portabl:39,ports_num:[81,83],ports_num_for_spars:[25,81,82,83,85],pose:22,posit:[2,7,8,9,99],positive_label:7,possibl:[18,20,26,52,55,59,80,97],post:[30,33],postpon:59,potenti:[35,80],power:[35,77,94,99],pprof:79,practic:[72,75],pre:[2,8,9,14,18,27,66,74,86,87,91,92,96],pre_activ:52,pre_bia:52,pre_dictandmodel:96,pre_stat:[45,64],preambl:52,precis:[7,31,35,48,66],precision_evalu:7,pred:[39,99],predetermin:[8,83],predic:14,predict:[2,3,7,8,17,54,59,70,72,83,96,99],predict_fil:83,predict_lay:17,predict_output_dir:[82,83,99],predict_sampl:4,predicted_label_id:99,prediction1:17,prediction2:17,prefetch:[25,75],prefix:[7,9,22,24,46,76,86],pregrad:75,premodel:96,prepand:52,prepar:[4,19,30,49,72,88,99],prepend:52,prepend_oper:52,preprocess:[14,15,64,87],present:[18,20,64,98],preserv:34,prev_batch_st:[82,83],prevent:[1,10,18,22,26,29,59],preview:57,previou:[8,9,17,22,34,45,46,55,75,83,86],previous:[8,87,98],previous_memori:20,price:[14,57,70],primari:38,primarili:[48,59],primer:74,primit:[35,64],principl:[18,21],print:[6,17,18,39,54,69,70,81,83,96,99],print_graphviz:39,printallstatu:80,printer:7,printstatu:80,priorbox:8,prioriti:57,prite:7,privat:[20,44,52,61,62,63,64,74,77],privileg:[73,86],prob:[7,17,70,97],probabilist:[8,96],probability_of_label_0:99,probability_of_label_1:99,probabl:[7,8,17,46,67,72,74,98,99],problem:[4,8,18,19,21,29,37,38,48,57,59,69,73,99],proc:67,proc_from_raw_data:99,proce:[13,22,53,67,86],procedur:[20,42,77,96],proceed:8,process:[1,2,4,6,8,9,13,18,20,24,25,26,29,31,39,42,54,59,63,72,74,81,83,85,86,87,96,98,99],process_num:13,process_pr:99,processdata:98,processor:[35,80],produc:[8,9,13,22,39,53,98,99],product:[8,9,30,75,86,99],productgraph:87,prof:79,profil:[34,79],proflier:80,program:[1,13,18,24,27,29,38,40,47,53,54,56,57,61,80,83],programdesc:[32,42,51,52,56,58],programm:[52,54],progress:[22,26,83],proivid:2,proj:8,project:[8,9,30,44,72,75,76],promis:[8,9,46],prompt:34,prone:18,propag:[8,10,48,76,83,85],proper:81,properli:[73,99],properti:[2,39,59,83],propos:[20,46,47,48,55,64],protect:[35,63,75,76],proto:[11,42,50,57,63,65,76],proto_:63,protobuf:[17,20,30,32,38,39,42,50,52,57,58,63],protoc:[91,92],protocol:[7,83,94],prove:99,provi:81,provid:[8,14,18,20,27,30,31,35,37,39,41,48,52,56,59,63,64,67,70,77,80,81,86,91,94,96,97,98],providermemory_threshold_on_load_data:82,provis:[86,94],provod:2,prune:[8,20],ps_desir:22,pserver:[17,25,27,28,30,57,81,82,83,86],pserver_addr:27,pserver_cpu:30,pserver_id:23,pserver_mem:30,pserver_num_thread:[25,82,83],pserver_spec:17,pserverstart_pserv:82,pseudo:[18,30,58,64],pseudocod:64,psize:75,ptr:44,pub:81,pull:[21,57,60,74,96],purchas:99,purpos:[8,22,54,55,80],push:[20,74],push_back:75,put:[21,22,25,52,55,75,87,91,99],pvc:86,pwd:[66,67,73,91],pxe:94,py_paddl:[4,97],pybind:[20,35,79],pydataprovid:[1,2,99],pydataprovider2:[3,4,99],pypi:69,pyramid:8,pyramid_height:8,python2:79,python3:69,python:[1,2,3,17,18,20,28,31,36,37,38,39,43,46,49,57,60,64,66,67,69,70,72,73,74,79,81,96,97],qualcomm:35,qualiti:99,queri:[7,8,86],query_id:7,question:[8,18,55,63,86],queue:55,quick:[39,83,87],quick_start:[30,86,87,88,99],quick_start_data:87,quickli:[46,52,57],quickstart:87,quit:[46,80],r14b:91,r_t:8,rac:8,rais:[13,39,81],rajathkmp:37,ran:[55,80],rand:[37,80,83,85,97],random:[2,6,8,13,24,37,49,52,53,76,81,83,97],random_crop:15,random_imag:24,randomli:[15,29],randomnumberse:82,rang:[2,8,13,24,35,37,53,54,56,63,74,83,85],rank:[8,18,64,77,86,98,99],rankdir:39,rapid:58,rare:2,raspberri:93,raspberry_pi:92,raspberrypi:92,raspbian:92,rate:[6,7,8,9,10,14,27,75,99],rather:[4,30,37,64,86],ratio:[8,83],raw:[8,42,99],rdma:83,rdma_tcp:[82,83],reach:[22,80],read:[1,2,13,15,17,18,22,24,53,54,55,57,64,67,72,73,81,86,91,94,98,99],read_from_realistic_imag:18,read_from_rng:18,read_lock:23,read_mnist_imag:18,read_ranking_model_data:18,readabl:57,reader:[0,14,17,24,35,37,38,50,54,56,79,81],reader_cr:24,reader_creator_bool:53,reader_creator_random_imag:[13,53],reader_creator_random_image_and_label:[13,53],readi:[22,86,87,94],readlockguard:25,readm:44,readonesamplefromfil:2,readwritebuffer_:25,readwritemani:86,real:[2,8,25,37,53,81,97],realist:18,realiz:[20,45],realli:59,reason:[9,18,19,22,74,87],recal:7,receiv:[22,30,45,55],recent:48,reciev:83,recognit:[2,8,98],recommand:2,recommend:[1,9,18,66,67,68,72,74,75,81,83,91],recompil:80,record:[13,26,63,86],recordio:[13,14,18,24,26,54,56],recov:[22,64,97],recover:57,recoveri:26,rectifi:8,recurr:[45,61],recurrent_group:[9,72],recurrent_lay:9,recurrent_op:64,recurrentgradientmachin:[44,46,64],recurrentgroup:7,recurrentlay:83,recurs:[20,21,34,57],recv:[54,55,86],recvparametertyp:25,red:37,reduc:[8,35,55,57,67,74,79,81,83,85],reduce_by_kei:57,reduce_mean:37,refactor:[38,46,48,49,52,54,55,59,64],refer:[1,4,6,8,9,10,15,19,20,22,26,27,28,35,39,45,50,52,57,59,61,64,65,66,67,72,73,75,76,77,87,91,96,99],referenc:[8,26],reflect:26,reformat:74,refrain:76,reg:63,regard:94,region:[8,61,80],regist:[58,75,80],register_gpu_profil:80,register_lay:75,register_op:[36,57,58,63,76],register_op_cpu_kernel:76,register_op_gpu_kernel:76,register_op_without_gradi:[57,76],register_oper:[41,58],register_tim:25,register_timer_info:80,registerop:63,registr:76,registri:[30,41,87,94],regress:8,regular:[6,75,86,99],reinforc:56,rel:[1,9,19,29,59,76,91],relat:[2,22,29,30,35,61,74,87,92,94],relationship:[58,97],releas:[56,60,86,91,92],relev:76,reli:[19,46,47,48,59,76],reliabl:[22,59],relu1:39,relu2:39,relu:[8,37,39,75],relwithdebinfo:79,remain:[64,99],rememb:[8,74],remot:[6,21,25,57,74,75,83,85,86],remote_ess:56,remote_sess:56,remoteparameterupdat:[25,28,83],remov:[13,34,46,74,83,91],renam:[34,35,69],reorgan:8,repeat:[20,38,50,51,62,63,65],repeatedli:38,replac:[21,26,41,48,56,58],repli:74,replic:54,replicaset:30,repo:[21,74,92],report:[26,35,54,80],reportdataset:26,repositori:[8,91],repres:[2,4,8,9,20,26,39,42,46,48,52,55,56,57,59,62,64,65,72,75,86,99],represent:[8,27,37,38,46,54,62,99],reproduc:73,request:[21,22,25,29,54,57,60,74,86,87,94,96],requir:[1,7,8,18,22,27,29,30,34,35,39,45,48,50,51,54,55,57,59,62,63,65,69,73,74,75,76,81,86,87,91,92,94,97,99],res5_3_branch2c_bn:98,res5_3_branch2c_conv:98,research:[8,14,54],reserv:[2,34],reserveoutput:75,reset:[8,22,31],reset_program:31,reshap:[19,53,77],reshape_s:8,resid:73,residu:98,resiz:[15,25,76,77],resize_s:15,resize_short:15,resnet_101:98,resnet_152:98,resnet_50:98,resolv:[21,74,87],resourc:[56,86],respect:[2,19,35,37,45,72,75,83,98],respons:[8,25,31,37,48,49,59,86,87],rest:[2,8,20,30,33,94],restart:[22,27,86,87,94],restartpolici:[86,87],restor:[19,48],restrict:[59,61,79,83],result:[4,5,7,8,17,19,26,31,37,38,39,42,46,47,49,54,76,77,80,83,86,98,99],result_fil:7,resum:29,retain:77,retran:86,retriev:[20,46,61,73,75,87],retriv:81,return_seq:9,reuqest:60,reus:[20,29,46,53,57,75,76],rev:73,revamp:54,reveal:18,revers:[8,9,72],review:[14,87,99],reviews_electronics_5:87,revis:99,rewrit:[21,76],rgb:[8,15],rho:10,right:[2,8,19,20,21,30,31,57,59,74,98],rkt:[30,73],rmsprop:[48,99],rmspropoptim:48,rnn:[8,9,20,37,46,52,57,61,78,82,99],rnn_bias_attr:72,rnn_layer_attr:72,rnn_out:72,rnn_output:64,rnn_step:8,rnn_use_batch:[82,83],rnnalgorithm:46,rnnlm:14,rnnstep:64,roadmap:64,robust:8,roi:8,role:[14,18,26,27,54,86],rollback:52,root:[10,11,86,87],rot:8,roughli:[2,97],round:35,routin:35,row:[4,7,8,13,25,75,98],row_id:8,rows_:62,rpc:26,rpcserver:26,rpi:92,rpi_arm_neon:92,rpi_toolchain:92,rsize:86,rtk:94,rtype:[8,13],rule:[7,38,54,75,86],run:[18,19,20,21,22,30,31,32,35,36,37,38,39,45,47,48,50,51,54,55,56,57,61,62,68,69,70,74,75,77,79,80,81,83,86,88,89,91,92,94,96,98,99],run_test:66,runinitfunct:80,runnabl:55,running_on_cloud:30,runtim:[1,2,20,32,41,45,56,57,65,67,81,91],runtime_table_:20,s_param:97,s_recurrent_group:72,sacrif:1,safe:30,sai:[8,38,40,53,54,73,83,85],sake:75,same:[2,4,7,8,9,17,18,19,26,27,29,36,37,39,45,46,52,54,56,57,58,61,64,66,72,76,77,81,85,86,96,99],samping_id:8,sampl:[2,4,7,13,14,31,37,63,67,81,83,85,96,97,98,99],sample_dim:97,sample_id:7,sample_num:7,sampler:37,satifi:7,satisfi:[21,62,69,86,99],save:[2,8,13,17,22,24,26,27,30,38,39,42,48,54,62,65,73,81,83,85,86,87,98,99],save_dir:[83,85,87,97,99],save_only_on:[82,83],save_parameter_to_tar:17,saving_period:[82,83],saving_period_by_batch:[82,83,85,99],saw:2,scalabl:57,scalar:[2,8,20,40,64],scale:[5,48,54,55,58,63,76,81,98],scaleop:76,scaleopmak:[57,76],scalingproject:8,scan:[26,57],scatter:8,scenario:[46,82],scene:82,schdule:86,schedul:[26,30,55,86,97],scheduler_factor:6,schema:96,scheme:[7,10,25,59,76],scope:[19,32,56],score:[7,8,46],scp:81,scrip:99,script:[4,14,66,73,76,81,86,91,98,99],search:[8,22,61,66,72,83],second:[2,8,18,34,37,39,45,46,50,51,53,61,63,76,81,96,98,99],secret:86,section:[2,52,55,72,74,75,86,99],see:[2,4,8,9,18,22,35,52,56,74,76,77,80,86,96,97,98,99],seed:[80,83],seem:[21,35,69],seen:[59,76],segment:[7,45,64,77],segmentor:96,sel_fc:8,selcet:8,select:[8,46,86],selected_generation_scor:46,selected_id:[8,46],selected_indic:8,selected_row:[62,65],selected_rows_desc:[62,65],selected_scor:46,selectedrow:[41,65],selectiv:8,selector:87,self:[19,31,37,39,42,47,52,64,75,76],selfnorm:8,semant:[14,18,46,60],semat:18,send:[22,27,54,55,57,63,65,74,81,83,86],send_back_parameter_typ:25,sendbackparameterspars:25,sendbackparametertyp:25,sendparameterrequest:25,sendparameterrespons:25,sens:[48,59,74],sensit:8,sent:[18,27,54,57,63,87],sentenc:[2,8,14,45,46,64,72,99],sentence_input:64,sentiment:[2,99],sentimental_provid:2,separ:[2,7,27,36,48,54,58,59,81,83,96,99],seper:64,seq:[8,14],seq_len:64,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:96,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,96],seqtoseq_net:[8,96],sequel:2,sequenc:[2,5,7,8,9,11,13,14,20,32,38,47,50,64,74,75,96,99],sequence_conv_pool:99,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,20,72,99],seri:[9,69],serial:[2,17,20,26,42,49,57,65],serializ:57,serv:[31,35,54,57,64,67,80,81,86,97],server:[18,21,25,28,29,54,57,66,75,82,94],serverless:22,servic:[81,94],sess:[37,39,47,56],session:[39,47,51,80],set:[1,2,4,6,7,8,9,13,14,15,17,18,22,30,37,41,45,46,51,52,57,58,61,64,66,72,73,74,75,76,77,78,80,81,82,83,85,86,87,92,96,98,99],set_active_typ:75,set_default_parameter_nam:6,set_drop_r:75,set_float_el:19,set_input:8,set_siz:75,set_typ:75,setdatatyp:62,setdefault:76,setp:86,setq:73,settup:75,setup:[2,48,54,60,75,76,94,99],sever:[2,7,8,19,25,32,37,45,46,49,52,62,64,66,81,85,86,99],sexstant:94,sgd:[17,18,22,30,48,49,54,55,56,62,81,97],sgdasync_count:82,shall:21,shape:[7,8,13,17,19,20,37,40,45,50,52,56,57,62,76,77,98],shard:[22,23,24,25,26,27,29,54,55,81,86],share:[8,21,37,44,49,52,57,59,64,73,76,80,83,87],shared_bia:9,shared_bias:8,shared_librari:21,shared_ptr:[43,44,61,77],shell:[67,86,98],shift:[8,98],shorten:8,shorter:[15,98],should:[2,4,6,7,8,13,15,17,18,19,20,27,30,31,32,35,36,37,41,45,46,47,48,49,50,53,54,57,58,59,62,63,64,65,70,72,76,81,86,91,99],should_be_fals:18,should_be_tru:18,should_shuffl:2,show:[4,7,10,20,22,34,40,42,45,48,50,64,69,73,77,81,83,86,87,96,98,99],show_check_sparse_distribution_log:[82,83],show_layer_stat:[82,83],show_parameter_stats_period:[82,83,85,87,99],shown:[2,8,18,31,54,72,75,77,80,86,97,98,99],shrink:75,shuffl:[2,13],sid:86,side:[8,17,31,49,77,81,98],sig:86,sigint:81,sigmod:63,sigmod_op:63,sigmod_output:63,sigmoid:[8,20,56,63,64,75],sigmoidactiv:9,sign:[33,42,86],signal:81,signatur:86,signific:80,similar:[8,20,46,48,53,54,55,57,59,64,76,86,94,99],similarli:[8,13,76],simpl:[1,2,5,7,8,9,13,14,17,35,38,39,45,48,50,55,59,61,63,64,80,83,99],simple_attent:72,simple_gru:[72,99],simple_lstm:[8,99],simple_rnn:[8,72],simple_transform:15,simpler:49,simplest:86,simpli:[1,8,15,18,27,67,70,72,80,96,98],simplifi:[18,46,52,63,75,87],simultan:86,sinc:[8,9,22,26,28,29,41,48,53,54,56,58,59,64,77,80,86,94,97,99],sincer:74,singl:[2,7,9,13,22,31,35,54,55,56,57,61,66,70,75,81,87,98,99],sinlg:17,sit:54,site:[21,79,86],situat:51,six:96,size:[2,7,8,9,13,14,15,17,22,24,25,27,35,37,42,46,48,52,53,54,56,62,63,64,67,70,72,75,76,77,83,91,92,97,98,99],size_a:8,size_b:8,size_t:[25,64,75],sizeof:[20,96],skip:[53,74,81,86,98],sliceproject:8,slide:[8,10,14,22],slightli:37,slope:8,slopeinterceptlay:8,slow:[2,80],slowli:73,small:[2,8,14,19,32,37,46,74,75,83],small_messag:[82,83],smaller:[8,19,22,35,46,74],smart:61,smooth:8,snap:87,snapdragon:35,snapshot:[23,29,86],snippet:[36,47,72,75,80,86,99],sock:30,sock_recv_buf_s:[82,83],sock_send_buf_s:[82,83],socket:83,softmax:[8,9,18,20,39,40,46,50,54,55,56,72,75,96,99],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:99,softmaxoutput:39,softwar:[35,80,94],solid:37,solut:94,solv:[18,57],some:[2,6,8,13,15,17,18,20,21,25,26,27,29,30,35,36,37,38,45,46,47,50,51,52,53,55,57,58,61,64,74,75,76,77,80,81,82,83,85,86,91,92,94,97,99],some_c_api_funct:44,some_inst:44,some_op:[41,45,64],some_python_class:43,somecppclass:43,somedata:17,somegotyp:43,someth:[2,25,52,73,74],sometim:[8,53,73,80],somewhat:27,somewher:61,soon:22,sophist:75,sort:[8,14,64,79,83,86],sort_by_length:64,sourc:[8,14,19,21,34,37,42,44,46,53,57,72,81,86,87,96,99],source_dict_dim:[46,72],source_dict_s:46,source_language_word:[46,72],space:[7,8,35,52,55,59,72,73,80],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,25,75,77,81,83,86,99],sparse_binary_vector:[2,13,99],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:25,sparse_upd:[6,25],sparse_value_slot:13,sparseparam:75,sparseprefetchrowcpumatrix:75,spatial:8,spatial_scal:8,speak:72,spec:[86,87],specfii:83,special:[8,27,35,41,46,47,54,76,96,99],specialvartypeinfer:41,specif:[1,17,21,22,34,46,57,61,73,76,85,91,99],specifi:[1,2,7,8,18,19,25,26,27,30,31,32,34,37,42,52,54,56,61,63,64,67,72,73,74,75,77,83,86,91,97,98,99],speech:8,speed:[8,9,35,42,48,66,94],spefici:98,sphinx:43,split:[2,8,29,40,46,57,64,79,81,85,86,96,98,99],split_count:[81,86],sql:1,sqrt:8,squar:[8,10,11,39],squarerootnpool:8,srand:83,src:[21,81],src_backward:72,src_embed:[46,72],src_forward:72,src_root:4,src_word_id:[46,72],src_word_vec:46,srl:14,ssd:8,ssh:[81,86,87,92],ssh_server:81,sstabl:18,stabil:[8,19,76],stabl:[60,86],stack:[57,64,86,99],stackexchang:8,stage:[21,28,37,65,81,91],stale:[22,56],stamp:80,standalon:91,standard:[6,57,59,69,73,96],stanford:[14,19,87],star:21,start:[8,9,17,21,22,25,26,27,29,30,46,49,54,66,67,69,72,73,80,83,90,96],start_mpi_train:81,start_pass:[82,83],start_po:8,start_pserv:83,startup:[22,30,86],stat:[80,83],state:[8,9,20,22,31,45,46,61,64,72,83,87,97],state_act:[8,9],statement:[38,75,86],static_cast:77,staticinput:[8,72],statist:[8,31,83,99],statset:80,statu:[30,46,80,86,87],status:87,std:[17,21,25,39,41,43,44,51,57,58,61,63,75,76,77,83],stdbuf:81,stderr:81,stdout:[79,81],step:[4,8,9,11,19,20,22,27,31,37,38,46,48,49,52,54,55,57,63,64,66,67,72,74,75,80,81,86,87,91,92,94,99],step_id:64,step_input:64,step_net:20,step_output:64,step_scop:57,stepnet:[20,45,57,61],still:[26,29,54,58,69,77,98],stirng:52,stmt1482205552000:86,stmt1482205746000:86,stochast:[10,22,26,29,48,81],stop:[8,73,81,83,87],storag:[33,35,81,86,87],store:[7,8,14,17,19,20,21,25,39,41,42,46,49,50,52,54,56,57,58,59,61,64,75,76,77,81,83,86,87,92,96,98,99],str:[15,17,30,64,85],straight:[50,53,62],strategi:[2,11,22,52,55,83],street:8,strength:97,strict:[53,81],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,13,15,17,20,26,34,39,42,50,51,52,56,57,58,61,62,63,65,75,76,83,86],strip:99,strongli:81,struct:[26,27,33,35,41,44,58,63],structur:[20,26,37,42,46,50,52,57,62,81,86,96,99],sts:86,stuff:74,stun:2,style:[2,8,57,63,66],sub:[7,8,13,18,29,37,45,49,52,54,72,75,91,99],sub_nest_seq:8,sub_sequ:[2,8],subclass:52,subcommand:34,subgradi:10,subgraph:[37,55],submiss:54,submit:[57,81,82,83,86],subnet0:86,subnet:[18,86],subobjectpath:87,subsequ:8,subsequenceinput:8,subset:75,substanti:98,succeed:[26,87],success:[8,27,86,87,98],successfulcr:87,successfulli:[76,98],successor:83,sudo:[73,86],suffer:19,suffici:83,suffix:[30,69,81],suggest:[8,21,74,80],suit:94,suitabl:[62,83],sum:[8,10,20,23,41,52,72,75],sum_:8,summar:[37,99],sumopgradmak:58,sumpool:8,suppli:62,support:[6,7,8,10,11,13,15,19,20,22,29,30,36,37,42,46,48,49,51,53,54,55,57,58,59,62,66,67,69,70,72,73,75,76,77,80,81,83,86,91,92,94],suppos:[9,21,36,62,75,99],suppress:[8,34],sure:[66,73,75,86],surpass:8,svs:63,swagger:33,swap_channel:98,swig:[4,28,43,44,66,79,91],swig_paddl:[4,97],switchop:20,symbol:[8,20,39,44,69],symbols_ready_:20,symbolt:[20,57],symlink:74,sync:[22,48,59,83,97],sync_with_cpp:79,syncflag:75,synchron:[22,26,81,83,86],syntax:[46,53],synthes:97,sys:98,sysroot:91,system:[20,21,22,27,29,33,36,37,54,55,66,67,69,76,81,87,91,99],t2b:96,tab:[69,99],tabl:[2,7,8,20,41,42,62,65,98,99],tablelookup:62,tablelookupgrad:62,tablelookupop:62,tableproject:8,tag:[7,14,67,72,81],tagtyp:7,tail:46,take:[2,4,7,8,9,17,18,20,21,22,29,32,35,37,38,40,41,48,50,51,52,53,57,58,64,66,72,73,74,75,76,80,81,86,87,97],taken:[2,39,54,64],talk:[27,92],tanh:[8,9,37,46,54,72,75],tanhactiv:9,tar:[15,17,86],tarbal:86,target:[8,14,17,20,21,37,39,47,51,54,56,57,66,72,76,91,92,96,99],target_dict_dim:72,target_dict_s:46,target_dictionary_dim:8,target_language_embed:8,target_language_word:72,target_link_librari:21,target_word:46,targetinlink:8,task:[2,7,8,42,46,54,63,72,85,96,98],task_queu:26,taskentri:26,taskqueu:26,tbd:28,tcp:[83,86],teach:99,tear:80,technic:22,techniqu:[72,75],technolog:73,tee:87,tell:[22,26,27,46,63,67,80,91],templat:[36,63,76,77,87,94],tempor:[8,99],temporari:[30,48,52,95],ten:73,tensor:[19,21,35,37,39,41,42,45,46,55,56,62,64,65,76],tensor_array_read:64,tensor_array_s:64,tensor_array_stack:64,tensor_array_unstack:64,tensor_array_writ:64,tensor_data:42,tensor_s:19,tensor_test:21,tensor_to_check:19,tensorarraydesc:64,tensordesc:[42,62],tensorflow:[20,37,40,54,55,59,64,77],term:[8,9,22,58,59],termin:87,tese:1,tessorarrai:64,test100:14,test10:14,test1:24,test:[1,2,8,13,14,15,17,18,19,21,39,44,48,53,56,60,70,77,80,81,82,96,98,99],test_:76,test_all_data_in_one_period:87,test_check_grad_ingore_i:76,test_check_grad_ingore_x:76,test_check_grad_norm:76,test_data_dir:81,test_fcgrad:75,test_gpuprofil:80,test_layergrad:75,test_list:[2,99],test_mul_op:[66,76],test_norm:76,test_pass:[82,83,85],test_period:[82,83,85],test_recurrent_op:74,test_wait:[82,83],testa:18,testb:18,testbilinearfwdbwd:80,testcas:76,testconfig:75,testfcgrad:75,testfclay:75,testlayergrad:75,testmodel_list:82,testmulgradop:76,testmulop:76,testq:18,testresult:17,testsave_dir:82,testutil:75,text1:34,text:[1,2,7,9,13,18,42,45,86,96,99],text_conv:99,text_fil:13,tflop:80,tftp:94,tgz:[14,69],than:[2,4,6,7,8,9,22,30,36,37,52,57,59,64,66,72,73,75,81,86,91,94,98],thank:96,thei:[2,8,18,21,22,27,29,32,34,37,38,46,47,52,55,56,57,63,64,65,72,73,74,75,76,77,80,81,82,86,98],them:[1,2,7,8,9,15,18,19,21,22,25,30,32,36,41,46,53,55,57,58,61,62,63,64,65,73,74,76,80,82,83,86,98,99],themselv:21,theori:80,therefor:48,therein:[8,20],therun:98,theta:37,theta_d:37,theta_g:37,thi:[1,2,6,7,8,9,10,13,14,15,17,18,19,20,21,22,25,26,27,28,29,30,31,35,36,37,38,39,45,46,47,48,49,50,52,53,54,55,56,57,58,59,62,63,64,67,69,70,72,73,74,75,76,77,80,81,83,85,86,87,91,92,94,96,97,98,99],thin:41,thing:[2,37,54,57,80],think:[18,21],third:[8,22,39,76,80,91,92,98],third_parti:[8,91,92],thirt:73,those:[8,20,21,22,36,38,39,40,50,91,98],though:[64,94],thought:[21,80],thread:[75,80,83,85],thread_local_rand_use_global_se:[82,83],threadid:85,threadloc:80,three:[2,7,8,19,22,31,35,38,46,47,49,50,53,83,91,97,98],threshold:[6,7,8,22,26,74,83],through:[4,8,21,22,26,28,31,47,48,56,72,75,76,80,81,96,97],throughout:[32,99],throughput:[80,81],thrust:57,thu:[2,8,29,39,75,86,95],tier:87,time:[2,8,9,11,13,17,18,19,21,22,26,29,36,41,45,46,52,53,54,55,57,58,62,63,64,65,66,72,73,77,79,80,83,85,87,94,99],timelin:[8,57,80],timeo:86,timeout:[22,26],timeout_sec:13,timestamp:[8,23],timestep:[2,8,61],tip:91,titl:14,tls:33,tmp:52,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:17,todo:[7,13,14,20,22,26,29,46,63],toend:8,togeth:[2,8,9,13,17,64,72],token:[7,8,18,72,96],toler:[17,19,66,76],too:[14,19,64],took:94,tool:[66,69,72,73,86,91,92],toolchain:91,top:[7,17,45,46,76,98],top_k:[7,46],top_level_rnn:45,topk_generated_scor:46,topk_id:46,topk_scor:46,toplevel:73,topolog:[18,22,39,42,49,54,56],topoloi:39,topolopi:17,torch:20,toronto:[8,14],total:[17,22,31,53,55,80,81,87,94,96],total_pass:53,tottim:79,trace:[20,37],track:[22,26,39,52],tractabl:8,tradit:[8,20,35],traffic:54,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,24,26,27,29,31,37,38,42,48,49,50,51,56,57,59,62,65,72,75,78,80,82,88,89,98],train_conf:96,train_config_dir:86,train_data:81,train_data_dir:81,train_id:86,train_list:[2,81,98,99],trainabl:[8,42,52],traindot_period:82,trainer:[2,4,18,23,24,25,26,28,48,49,54,55,57,75,83,85,97,99],trainer_config:[1,2,86,87,99],trainer_config_help:[2,75,99],trainer_count:[70,81,82,83,85,86,87],trainer_cpu:30,trainer_cr:30,trainer_gpu:30,trainer_id:[81,83,86],trainer_intern:25,trainer_mem:30,trainer_packag:30,trainerid:29,trainerintern:99,training_machin:97,trainingtest_period:82,trainonebatch:25,trainonedatabatch:97,tran:[75,83],trane:2,transact:[22,26],transfer:[1,2],transform:[8,9,15,57,72,75,77,97,99],transform_param_attr:9,transformed_st:9,translat:[8,9,96],translation_id:46,translation_scor:46,transpar:[46,81],transport:83,transpos:[8,15,75,97],transposedfullmatrixproject:8,travel:2,travers:38,travi:74,treat:[8,20,27],treatment:[27,35],tree:[8,20,52,83,92],trg_dic_siz:46,trg_embed:[46,72],triain:1,trick:46,tricki:43,trigger:[29,49],trim:8,trivial:[2,46,64],trn:99,true_block:[20,40,50],true_imag:53,true_label:53,true_neg:31,true_posit:31,true_read:53,truth:[7,8,99],tst:99,tune:[6,78,99],tuninglog_barrier_abstract:82,tupl:[2,8,9,13,14,15,17,52,53],ture:8,turn:[8,52,53,67,97],tutori:[66,67,72,75,76,80,81,86,87,88,89,95,98,99],twice:[37,55],twine:60,two:[1,2,7,8,9,18,27,28,29,30,31,34,35,37,38,41,42,46,48,50,53,54,56,57,58,59,61,62,63,64,65,72,76,77,80,81,85,86,91,92,96,97,98,99],txt:[2,21,30,34,75,81,86,99],type:[2,7,8,9,11,13,14,15,17,18,20,22,25,26,29,30,33,34,35,41,42,43,44,45,46,50,51,52,53,57,58,59,62,63,65,70,72,73,75,77,81,83,85,86,87,98,99],type_nam:63,typedef:[27,35,43,44],typeid:63,typenam:[36,63,76,77],typic:[4,7,54,80],ubuntu:[60,69,70],ubyt:53,uci:14,uci_h:70,ufldl:8,uid:87,uint16_t:35,uint32:[33,42],uint64:[42,43],uint64_t:43,unawar:27,unbalanc:83,unbound:72,unclear:29,under:[21,26,55,66,67,77,81,86],underli:46,understand:[52,80,94,96],understand_senti:72,undeterminist:80,unidirect:8,unifi:[39,62,74],uniform:[6,8,13,24,37,52,53,83,97],uniform_random:52,uniqu:[18,20,22,29,30,52,61,76,81,83,86],unique_nam:52,unique_name_gener:52,unique_ptr:[58,61,75],unit:[8,9,21,48,59,66,72,77],unittest:[44,74,76],unittestcheckgrad_ep:82,unk:[62,65,96],unk_idx:99,unknown:8,unlik:[8,46,76],unnecessari:74,unordered_map:61,unpack:64,unrol:45,unseen:59,unseg:8,unsign:[27,35],unstack:64,unstack_from:64,unsupervis:37,unsupport:76,until:[22,27,55,61,86],unzip:91,updat:[6,8,10,22,26,27,33,35,37,45,46,47,48,49,54,61,64,69,75,81,83,85],update_equ:17,update_hook:6,update_memori:20,update_op:47,updatecallback:75,updatestack:86,upgrad:[69,95],upload:[22,30,33,60,81],upon:22,upper:8,upstream:74,uri:86,url:[14,74],usag:[1,2,7,8,9,15,17,35,40,49,76,80,81,96,97],use:[1,2,4,6,7,8,9,11,13,14,15,17,18,19,20,21,22,28,32,35,37,39,41,46,47,49,52,54,55,56,61,62,63,64,65,66,67,69,70,72,73,74,75,76,80,81,83,85,86,87,91,92,96,97,98,99],use_eigen_bla:91,use_eigen_for_bla:91,use_etcd:17,use_global_stat:8,use_gpu:[70,81,82,83,85,87,97,98,99],use_mkldnn:8,use_old_updat:[25,82,83],use_sparse_remote_updat:25,used:[1,2,4,7,8,9,10,11,13,14,15,17,18,19,20,21,22,28,29,35,37,39,45,46,48,49,52,53,54,56,57,59,61,63,64,66,69,72,73,75,76,77,80,82,83,85,86,91,92,96,98,99],useful:[1,2,8,9,19,35,61,72,75,85,91,99],usegpu:[75,97],user:[1,2,6,8,9,13,14,15,17,18,19,20,21,24,26,29,30,31,34,36,37,38,39,41,46,47,48,52,53,54,55,56,57,58,59,61,63,64,67,74,81,82,83,86,94,98,99],user_info:14,user_nam:24,usercert:24,userinfo:14,userkei:24,usernam:24,uses:[2,8,22,29,35,45,46,49,54,66,69,72,73,74,75,77,81,83,86,91,98,99],using:[1,2,4,6,8,9,13,17,18,20,21,22,26,27,29,30,34,35,36,37,39,41,45,47,48,50,53,54,58,59,61,63,66,67,69,70,72,73,74,75,76,77,80,81,83,85,86,87,91,92,95,96,97,98,99],usr:[66,67,81,83,86],usrdict:96,usrmodel:96,usual:[8,17,30,50,59,74,76,80,83,85,86],utf:96,util:[4,72,75,76,80,94],uuid:[23,29],v28:8,v7a:91,v8a:91,valgrind:79,valid:[8,15,53,57,61,76,86,98],valu:[2,4,6,7,8,11,13,14,15,17,19,20,22,31,39,40,42,45,46,47,48,49,50,52,54,56,57,61,62,63,64,65,72,75,76,83,85,86,91,97,98],value1:83,value2:83,value_:62,value_evalu:7,value_rang:13,valueerror:39,values_:64,vanilla:72,varabl:55,vardesc:[20,38,50,52,57,62],vardescbuild:20,vari:[80,86],variabl:[2,10,13,14,18,19,20,31,32,37,38,39,40,41,45,46,47,48,50,51,54,55,56,58,59,62,63,64,75,76,81,86,87,91],variablenamemap:76,varialbl:37,varianc:[8,98],variant:[8,41,64],varibl:39,varienc:64,varient:64,variou:[20,35,59,91],varproto:63,vars_:[20,61],vartyp:[62,65],vartypeinfer:41,vec1:8,vec2:8,vector:[2,8,9,13,14,18,20,25,27,39,40,45,46,52,57,58,62,64,72,75,77,96,99],vectorenable_parallel_vector:82,vendor:21,verb:14,verbos:[34,74],veri:[2,8,11,21,26,36,37,46,49,53,55,59,61,64,72,80,81,99],verifi:[20,75],version:[8,9,21,30,34,37,39,40,42,46,54,60,66,67,70,73,75,80,81,82,83,86,87,91,92,96],versu:18,vertic:[8,98],vgg:9,via:[22,68,74,80,86,94,99],view:[8,42],vim:67,viriabl:81,virtual:[41,58,73],virtualenv:73,visibl:[29,61],visit:17,visual:[8,46,80],vlog:[25,74],voc_dim:99,voila:70,volum:87,volumemount:[86,87],volumn:86,vutbr:14,wai:[2,7,9,18,27,29,46,48,52,53,56,59,64,72,73,74,75,85],wait:[22,27,81,83],walk:[4,97],wangkuiyi:21,want:[2,8,18,30,31,37,48,51,53,56,59,61,64,66,67,73,74,75,81,83,85,91,92,96,98,99],warn:[17,34],warp:[8,80],warpctc:8,watch:22,wbia:[86,98],websit:99,weight:[7,8,9,10,42,59,72,75,83,85,98],weight_act:9,weightlist:75,weights_:75,weights_t:75,welcom:21,well:[30,36,37,54,56,59,62,75,83,86,99],were:[7,21],west:86,wether:8,wget:91,what:[6,8,21,37,46,52,54,55,63,76,94,99],whatev:[73,81],wheel:69,when:[1,2,6,7,8,10,13,17,19,20,21,22,25,26,27,30,31,34,35,39,46,48,49,50,52,54,55,57,64,66,68,72,73,74,75,76,77,80,81,83,85,86,87,91,94,96,97],whenev:[52,74],where:[2,8,9,10,18,20,22,29,38,45,46,48,50,54,57,59,64,72,75,76,80,83,85,96,98],wherea:[20,26,36,40],whether:[7,8,15,17,19,20,53,62,64,66,67,75,76,83,97],which:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,24,26,27,29,30,32,35,36,37,39,41,42,45,46,47,49,50,51,52,53,54,55,56,57,58,61,62,63,64,66,69,72,73,74,75,76,77,79,80,81,83,85,86,91,94,97,98,99],whichev:97,while_loop:[46,64],whileloop:64,whileop:20,whl:66,who:[36,38,52,74,96,98],whoever:27,whole:[2,7,13,37,40,43,44,45,51,63,74,81,86,87,94,99],whose:[2,8,13,19,22,29,45,57,58,63,64,72],why:[9,19,44,73],wide:[21,37,69,81],width:[7,8,13,15,25,43,53,75,76],wiki:[8,21],wikipedia:[8,14],wilder:2,window:[8,11,14,48,67,73,91],wirt:39,wise:[8,15,55,57,77],wish:[66,69,81],with_avx:[66,67,81,91],with_bia:63,with_c_api:[66,91,92],with_doc:66,with_doubl:[66,75,81],with_dso:66,with_golang:66,with_gpu:[66,73,81,91],with_mkl:66,with_profil:80,with_python:[66,81,91],with_rdma:[81,91],with_style_check:[66,74],with_swig_pi:[66,91],with_test:[66,76],with_tim:[80,81],within:[8,26],without:[7,8,22,27,52,53,55,57,76,81,91],wloop:64,wmt14:72,wmt_shrinked_data:14,won:[80,81,98],wonder:2,word2vec:[30,81],word:[2,7,8,14,38,41,45,46,55,57,63,64,72,81,85],word_dict:[81,99],word_dim:99,word_id:2,word_idx:14,word_vector:99,word_vector_dim:[8,46,72,96],words_freq_sort:14,work:[2,4,13,18,20,21,22,35,47,48,52,54,67,72,73,74,75,80,81,83,86,87,94,99],worker:[55,65,86],workercount:86,workflow:[57,86],workspac:[74,81,83],world:81,wors:97,would:[17,20,21,22,29,36,37,38,47,48,49,52,53,54,55,62,64,67,73,74,86,91,94,97,99],wouldn:38,wrap:[36,37,94],wrapper:[9,21,36,48,54,58,64,80],write:[2,13,18,22,29,35,36,39,41,47,48,52,53,54,55,57,58,64,73,78,81,86],write_lock:23,writer:[18,52],written:[20,37,42,48,57,58,62,66,67,76,77,81],wrong:[2,53],wrote:[39,55],wsize:86,wustl:8,www:[8,14],x64:[91,92],x86_64:91,x_i:8,x_j:8,x_neg:19,x_po:19,xarg:[7,67,75,81],xgbe0:83,xgbe1:83,xmap_read:13,xrang:[19,37,53,70,75],xxx:[18,64,98],xxxx:23,xxxxxxxxx:86,xxxxxxxxxx:86,xxxxxxxxxxxxx:86,xxxxxxxxxxxxxxxxxxx:86,y_dim:37,y_neg:19,y_po:19,y_predict:70,yaml:[21,81,86,94],yancey1989:30,yann:14,yapf:74,yeild:17,yep:79,yet:94,yield:[2,13,18,24,53,99],yin:8,you:[1,2,4,6,8,9,17,19,30,35,61,66,67,68,69,70,72,73,74,75,80,81,83,85,86,91,92,94,96,97,98,99],your:[2,8,17,18,21,25,30,34,57,66,68,69,73,74,75,80,81,85,86,91,92,94,99],your_access_key_id:86,your_secrete_access_kei:86,your_source_root:44,yourself:66,yuyang18:[13,14],yuyang:79,z_dim:37,z_size:37,zero:[2,6,8,9,10,13,14,19,22,37,46,49,52,62,75,83,86,99],zhidao:96,zip:[14,52,91],zone:86,zxvf:86},titles:["API","Introduction","PyDataProvider2","API","Python Prediction","Activation","Parameter Attribute","Evaluators","Layers","Networks","Optimizer","Pooling","Data Reader Interface and DataSets","Data Reader Interface","Dataset","Image Interface","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","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","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","Design: Sequence Decoder Generating LoDTensors","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","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","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","Build PaddlePaddle for Android","Build PaddlePaddle for Raspberry Pi","MOBILE","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":24,"\u4e0d\u4f7f\u7528":43,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":43,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":43,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":43,"\u4ec5\u4ec5\u4f7f\u7528void":43,"\u4ece\u5feb\u7167\u6062\u590d":23,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":43,"\u4f7f\u7528\u8f6c\u6362\u5e93":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":44,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":44,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":33,"\u5206\u652f\u89c4\u8303":60,"\u52a0\u901f\u6267\u884c":23,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":43,"\u52a8\u6001\u6269\u5bb9":23,"\u539f\u56e0":43,"\u539f\u56e0\u5217\u8868":43,"\u53c2\u8003\u6587\u6863":33,"\u540d\u8bcd\u89e3\u91ca":33,"\u57fa\u672c\u8981\u6c42":43,"\u5b9e\u73b0":43,"\u5b9e\u73b0\u65b9\u5f0f":44,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":79,"\u5bfc\u51fac":43,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":23,"\u603b\u7ed3":79,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":43,"\u63a8\u6d4b\u6267\u884c":23,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":24,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":33,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":24,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":24,"\u6587\u4ef6\u9884\u5904\u7406":24,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":44,"\u672f\u8bed":23,"\u67b6\u6784\u56fe":33,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":79,"\u6846\u67b6\u751f\u6210":33,"\u6982\u5ff5\u89e3\u91ca":24,"\u6a21\u5757":33,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":23,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":44,"\u6d41\u7a0b\u4ecb\u7ecd":24,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":79,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":79,"\u751f\u6210sparse\u6587\u4ef6":33,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":33,"\u76ee\u5f55\u7ed3\u6784":44,"\u76ee\u6807":33,"\u793a\u4f8b\u7a0b\u5e8f":24,"\u7b26\u53f7":43,"\u7c7b":43,"\u7f16\u8bd1\u9009\u9879":44,"\u7f29\u5bb9":23,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":43,"\u80cc\u666f":43,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":33,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":24,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":24,"\u8f6c\u6362\u5e93":24,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":43,"\u8fdb\u884c\u8bad\u7ec3":24,"abstract":[54,55,56,94],"book\u4e2d\u6240\u6709\u7ae0\u8282":60,"case":85,"class":[37,49,52,75,76],"filemanager\u8bbe\u8ba1\u6587\u6863":33,"function":[21,36,37,52,96],"new":[75,76],"paddle\u52a8\u6001\u5e93\u4e2d":43,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":43,"paddlepaddle\u53d1\u884c\u89c4\u8303":60,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":60,"python\u4e0ec":79,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":79,"return":53,"tensor\u5230eigentensor\u7684\u8f6c\u6362":77,AWS:86,Abs:5,DNS:86,EFS:86,For:[21,87],KMS:86,NOT:32,Not:73,The:[20,27,31,37,38,40,41,47,49,57,58,92],Use:[20,50,81,85,87],Using:[21,27,69,81,91],With:30,about:37,absolut:46,access:86,account:86,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:86,address:86,addto:8,adversari:97,aggreg:8,aggregatelevel:8,alalysi:25,algorithm:[19,22,45,51,54,99],all:[61,64],analysi:54,android:91,api:[0,3,44,47,48,52,59,63],appendix:[94,99],applic:3,approach:80,architectur:[54,72,99],argument:[34,53,81,82,85,91,92,99],arrai:19,asset:86,associ:[61,86],assumpt:94,async:83,attent:72,attribut:[6,59],auc:7,auto:19,averag:48,avg:11,aws:86,backgraound:19,background:[55,56,64,65,76],backward:[38,57,76],base:[30,46,55],basepool:11,basic:94,batch:53,batch_norm:8,batch_siz:53,beam:46,beam_search:8,benefit:[55,57],between:[18,52,57,63],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:20,bind:76,bla:66,block:[20,37,38,50,52,57],block_expand:8,blockdesc:50,book:67,bool:66,bootstrap:94,brelu:5,bring:94,bucket:86,build:[37,57,66,68,73,87,91,92],built:80,cach:2,can:61,capi:44,capi_priv:44,challeng:[51,55],chang:46,check:[8,19,75,81],checker:19,checkpoint:[22,23,29],chines:96,choos:[21,86],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:27,clip:8,close:19,cloudform:86,cluster:[28,81,85,86,94],cmake:[21,92],code:[30,52,73,74],column_sum:7,command:[81,84,85,99],commit:87,common:83,commun:83,compar:94,comparis:52,compil:[20,35,50,57,66,76,91,92],compos:53,comput:[20,38,57,59,77],con:94,concat:8,concept:[52,57,86],conclus:[29,39,94],condit:37,config:[3,85],configur:[16,72,78,86,99],conll05:14,connect:8,construct:38,contain:[67,87],content:[44,80,86],context_project:8,contribut:74,control:57,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[29,54,55],convolut:99,core:[19,52,86],cos_sim:8,cost:8,cpu:85,creat:[53,56,57,61,86,87],creation:[26,48,59],creator:53,credenti:86,crf:8,crf_decod:8,cross:[91,92],cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[35,66],cudnn:66,cudnnavg:11,cudnnmax:11,current:[35,58],custom:53,data:[8,12,13,22,53,54,86,87,96,97,99],datafeed:13,dataprovid:[2,3,83],dataset:[12,14,22,26,81],datatyp:13,decayedadagrad:10,decod:46,decor:53,deep:20,defin:[76,86,99],definit:65,delet:86,demo:[37,86],dens:29,dep:69,depend:[37,66,69],deploi:30,deriv:75,describ:47,descript:[34,57,83,97],design:[18,19,20,22,26,27,28,29,31,32,35,36,37,38,41,42,45,46,47,49,50,52,53,54,55,56,57,58,61,62,64],destroi:[61,86],detail:[25,83],detect:[7,8],detection_map:7,detection_output:8,develop:[57,73,78],devic:85,dictionari:[53,96],differ:[57,85],directori:86,discrimin:37,discuss:[37,55],dispatch:[22,26],distribut:[18,22,25,30,54,81,83,86],doc:[18,20,22,26,27,28,29,32,35,36,38,41,42,49,50,52,53,54,55,56,57,58,62],docker:[30,67,73,87,91],document:90,doe:[32,53],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:86,download:[86,87,96,98],dropout:8,dure:[46,53],dylib:44,dynam:[22,64],dynet:39,each:69,ec2:86,eigen:77,elast:86,elect:29,els:20,embed:[8,96,99],engin:37,enough:19,entri:53,environ:[30,91],eos:8,equat:75,eval:54,evalu:[7,31],event:[17,18],exampl:[18,21,40,44,56,96,97],execut:[20,50,57],executor:32,exp:5,expand:8,expandlevel:8,explain:19,extern:86,extract:[96,98],fabric:81,factor:8,factorization_machin:8,faq:[68,69],fault:22,featur:98,file:[20,86,87,99],find:86,first_seq:8,float16:35,format:[20,22,42,99],forward:[38,76],frame:20,framework:[19,77],from:[18,29,63,66,68,73],full_matrix_project:8,fulli:8,gan:[37,97],gate:72,gated_unit:8,gener:[37,46,72,73,94,97],get:[70,87],get_output:8,give:53,global:[50,52],gotcha:73,gpu:[67,80,83,85],gradient:[19,27,58,75],gradient_print:7,graident:19,graph:[38,39,55,57,59],group:[8,86],gru:[9,83],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:80,handler:[18,43],happen:29,hardwar:35,helper:52,hierarchi:20,high:[47,48,59,63],how:[19,25,48,53,57,66,76,77,78,80],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:86,ident:5,identity_project:8,ifels:40,ifelseop:20,imag:[8,9,15,30,67,87,91],imagenet:98,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:14,implement:[19,21,25,31,32,35,42,45,48,52,53,57,58,59,75,76,77,97],infer:[17,91,99],infershap:[50,62],infervartyp:41,info:98,ingredi:18,ingress:33,init_hook:2,initi:[27,37,85,86],input_typ:2,insid:61,inspect:86,instal:[68,69,70,86,91,92,94,99],instanc:86,instead:53,integr:86,interact:63,interfac:[12,13,15,19,22,27,28,47,53,56,61,98],intermedi:57,interpol:8,introduc:[46,64],introduct:[1,59,81,96,98],isn:53,issu:35,job:[22,30,81,86,87],join:8,kei:86,kernel:57,kill:81,kmax_sequence_scor:8,kube:86,kubectl:86,kubernet:[30,81,86,87],l2_distanc:8,lambda_cost:8,languag:20,larg:25,last_seq:8,launch:[67,81],layer:[8,18,36,52,75,85],learn:20,learnabl:8,leval:63,level:[47,48,59,63],libpaddle_capi_shar:44,libpaddle_capi_whol:44,librari:[27,35,57,91],limit:54,line:[81,84,99],linear:5,linear_comb:8,linux:[81,91],list:[23,53],local:[54,56,61,85,86],lod:46,lodtensor:[45,46,64],lodtensordesc:65,log:[5,74,99],logic:26,logist:99,low:[48,59,63],lstm:[9,83],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,46],macro:57,main:37,manag:[21,81],map:[53,57],master:[22,26,30],math:8,mathemat:19,matrix:83,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:37,memori:[8,45],messag:63,method:46,might:37,migrat:57,mileston:57,mini:53,minibatch:13,misc:8,mix:[8,85],mnist:[14,97],mobil:93,model:[2,3,16,18,25,27,29,37,42,46,71,72,81,85,96,97,98,99],modifi:87,modul:[57,77],momentum:10,more:37,motiv:[32,42,51],movielen:14,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:53,multiplex:8,mxnet:39,name:[61,86],nce:8,necess:52,necessari:57,need:[53,73,80],nest:45,network:[9,57,72,85,97,98,99],neural:[72,99],nlp:[9,83],non:2,norm:[8,59],note:19,numer:19,numpi:19,nvprof:80,nvvp:80,object:22,observ:[96,98],offset:46,onli:[53,61],op_mak:57,openmpi:81,oper:[36,40,48,50,52,55,57,58,62,64,76],opinfomap:57,opkernel:[57,76],opproto:63,ops:59,optim:[10,22,27,38,47,52,78,99],option:[34,66,96],opwithkernel:57,order:34,origin:57,orthogon:61,out_prod:8,outlin:82,output:[8,81,86],overview:[29,32,57,61,99],pack:46,packag:[21,69],pad:8,paddl:[25,53,61,77,87],paddlejob:30,paddlepaddl:[18,20,48,50,54,59,60,66,67,69,73,81,86,90,91,92,96],pair:86,parallel_nn:85,paramet:[6,8,17,18,22,27,28,30,48,49,52,55,59,81,83,84,86,96,98],parameteraverageoptim:48,paraphras:96,parent:61,part:38,partit:27,pass:[66,85],path:[29,34],penalti:59,perform:[48,80,83],persist:26,pfsclient:[33,34],pfsserver:33,pip:69,placement:54,platform:81,pnpair:7,point:86,pool:[8,11],pose:[41,58],power:8,precision_recal:7,predict:[4,98],prefetch:53,prelu:8,prepar:[81,86,96,97],preprocess:[96,99],pretrain:96,print:7,privat:86,pro:94,problem:[31,41,47,58],procedur:94,process:[22,27,30,47,57,73],profil:80,program:[20,50,52,67,81],programdesc:50,project:21,propos:[41,58,59],protobuf:62,protomak:76,provid:[2,53,99],prune:51,pserver:29,pull:67,pydataprovider2:2,python:[4,19,30,45,47,48,52,53,54,59,63,65,75,76,98,99],qualiti:57,queue:[22,26],quick:[70,99],randomnumb:83,rank:7,rank_cost:8,raspberri:92,reader:[12,13,18,53],realiz:57,recoveri:22,recurr:[8,9,72,99],recurrent_group:8,ref:19,refactor:57,refer:[2,54,55,80],region:86,regist:[41,57,63,76],registr:[57,58],registri:57,regress:99,regular:[27,59],rel:46,relat:[57,64],relu:5,remark:76,remot:[28,56],render:86,repeat:8,represent:[20,57],requir:[21,37],reshap:8,resiz:8,resnet:98,result:[81,87],retri:26,reus:52,review:74,revis:96,rmsprop:10,rnn:[45,64,71,72,83],rnnop:[20,45,57],roi_pool:8,rotat:8,route53:86,row:62,row_conv:8,row_l2_norm:8,run:[66,67,73,76,87],runtim:[30,54,69],sampl:8,sampling_id:8,save:29,scale:[8,22],scale_shift:8,scaling_project:8,scope:[20,45,57,61],script:87,search:46,secur:86,select:[27,62],selectedrow:62,selective_fc:8,sentiment:14,separ:57,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[46,72],sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[22,26,27,30,55,81,83,86],servic:86,session:[54,56],set:84,setup:[86,91],sextant:94,sgd:83,shape:46,share:[18,61],should:61,shuffl:53,sigmoid:5,simpl:[46,72],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:53,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[41,51,58],some:73,sourc:[66,68,73],spars:[27,28,29,62,85],specifi:[85,96],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:20,standard:[74,99],stanh:5,start:[18,70,81,86,87,99],startup:87,step:[45,68],storag:59,store:22,structur:97,style:74,sub_nested_seq:8,subcommond:34,submit:30,suffici:53,suitabl:21,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:18,summari:[42,99],support:[35,64],survei:[35,39,59,94],synopsi:34,system:86,tabl:44,table_project:8,tanh:5,task:[22,26],tear:86,tecton:94,templat:86,tensor:[8,57,77],tensorarrai:[46,64],tensordesc:65,tensorflow:39,test:[66,73,74,75,76,83,85],text_conv_pool:9,theori:19,thi:61,think:37,three:64,timelin:29,timer:80,tip:80,todo:[23,24],togeth:61,toi:97,toler:22,tool:[21,80,81,94],toolchain:92,train:[17,18,22,25,28,30,47,53,54,67,81,83,85,86,87,96,97,99],trainer:[17,22,27,29,30,81,86],tran:8,trans_full_matrix_project:8,transfer:99,translat:46,tune:[80,83],tutori:96,two:19,type:[66,76],uci_h:14,uniform:64,unit:[73,74,75,76,83],unpack:46,updat:[18,28,29,86],usag:[45,46,53,77,78],use:[25,53,77],user:[22,96],util:7,value_print:7,vardesc:65,variabl:[52,57,61,65],vector:83,verifi:86,version:[35,69],vgg_16_network:9,visual:98,volum:86,vpc:86,warp_ctc:8,what:[25,29,32,73,80],when:[29,61],whl:69,why:[35,48,53,57,64,80],wmt14:14,word:[96,99],workflow:74,wrapper:75,write:[74,75,76,99],yaml:87,your:67,zoo:98}})