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/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/basic_usage/index_en","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/index_en","howto/optimization/gpu_profiling_en","howto/usage/cluster/cluster_train_en","howto/usage/cmd_parameter/arguments_en","howto/usage/cmd_parameter/detail_introduction_en","howto/usage/cmd_parameter/index_en","howto/usage/cmd_parameter/use_case_en","howto/usage/k8s/k8s_aws_en","howto/usage/k8s/k8s_en","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_en","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/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/basic_usage/index_en.rst","getstarted/build_and_install/build_from_source_en.md","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/index_en.rst","howto/optimization/gpu_profiling_en.rst","howto/usage/cluster/cluster_train_en.md","howto/usage/cmd_parameter/arguments_en.md","howto/usage/cmd_parameter/detail_introduction_en.md","howto/usage/cmd_parameter/index_en.rst","howto/usage/cmd_parameter/use_case_en.md","howto/usage/k8s/k8s_aws_en.md","howto/usage/k8s/k8s_en.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_en.rst","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":97,"00186201e":4,"00m":78,"01852v1":8,"03m":78,"0424m":78,"0473v3":9,"055ee37d":84,"0630u":78,"06u":78,"08083v2":8,"0810u":78,"08823112e":4,"0957m":78,"0ab":8,"0rc":79,"0rc1":59,"0rc2":59,"0x10f256d50":38,"0x7ffe4de00110":38,"100gb":78,"100gi":84,"10g":30,"10m":78,"1150u":78,"11\u5b9e\u73b0\u4e86c":43,"11e6":85,"12194102e":4,"124n":78,"13m":85,"1490u":78,"15501715e":4,"1550u":78,"15mb":97,"16mb":97,"16u":78,"173m":96,"173n":78,"1770u":78,"18ad":84,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":85,"197u":78,"1gb":78,"1st":[94,96],"210u":78,"211839e770f7b538e2d8":9,"215n":78,"228u":78,"234m":96,"2520u":78,"252kb":97,"25639710e":4,"25k":97,"2680u":78,"27787406e":4,"279n":78,"27m":78,"285m":78,"2863m":78,"28m":78,"28x28":2,"2977m":78,"2cbf7385":84,"2nd":8,"302n":78,"30u":78,"32777140e":4,"328n":78,"32u":78,"32x32":14,"331n":78,"3320u":78,"36540484e":4,"365e":84,"36u":78,"3710m":78,"3768m":78,"387u":78,"38u":78,"3920u":78,"39u":78,"4035m":78,"4090u":78,"4096mb":81,"4279m":78,"43630644e":4,"43u":78,"448a5b355b84":85,"4560u":78,"4563m":78,"45u":78,"4650u":78,"4726m":78,"473m":85,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":81,"4yf":8,"50bd":84,"50gi":84,"51111044e":4,"514u":78,"525n":78,"526u":78,"53018653e":4,"536u":78,"5460u":78,"5470u":78,"54u":78,"5690m":78,"573u":78,"578n":78,"5798m":78,"586u":78,"58s":85,"5969m":78,"5delta":8,"6080u":78,"6082v4":8,"6140u":78,"6305m":78,"639u":78,"64m":41,"655u":78,"6780u":78,"6810u":78,"682u":78,"6970u":78,"6ce9":84,"704u":78,"70634608e":4,"7090u":78,"72296313e":4,"72u":78,"73u":78,"75u":78,"760u":78,"767u":78,"783n":78,"784u":78,"78m":78,"7eamaa":14,"7kb":85,"8250u":78,"8300u":78,"830n":78,"849m":78,"85625684e":4,"861u":78,"8661m":78,"892m":78,"901n":78,"90u":78,"918u":78,"9247m":78,"924n":78,"9261m":78,"93137714e":4,"9330m":78,"94u":78,"9530m":78,"96644767e":4,"983m":78,"988u":78,"997u":78,"99982715e":4,"99m":96,"99u":78,"9f18":85,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":32,"\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":32,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":32,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":59,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":32,"\u4e0a\u4f20\u65b9\u6cd5":59,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":32,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":24,"\u4e0b\u8f7d":32,"\u4e0b\u8f7d\u5230\u672c\u5730":32,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":43,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":32,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":42,"\u4e0d\u4f7f\u7528c":42,"\u4e0d\u4f7f\u7528swig":42,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":42,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":42,"\u4e0d\u5728":43,"\u4e0d\u5bb9\u6613\u51fa\u9519":32,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":42,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":42,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":42,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":24,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":32,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":59,"\u4e0e\u53ef\u80fd\u6709\u7684":59,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":42,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":43,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":42,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":42,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":59,"\u4e2a\u6027\u5316\u63a8\u8350":59,"\u4e2d":[42,43],"\u4e2d\u5199\u5165json\u5185\u5bb9":23,"\u4e2d\u5b8c\u5168\u4e00\u81f4":42,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":43,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":24,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":32,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":43,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":32,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":43,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":42,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":43,"\u4e5f\u4e0d\u751f\u6210":43,"\u4e66\u5199":42,"\u4eba\u8138\u8bc6\u522b":24,"\u4ec5\u4ec5\u4f7f\u7528":42,"\u4ece":59,"\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":43,"\u4ed6\u662f\u5c06":43,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":42,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":42,"\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":32,"\u4ee5\u53canumpi":24,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":23,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":42,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":42,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":24,"\u4f20\u5165":24,"\u4f46":43,"\u4f46\u4e0d\u66b4\u9732":43,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":59,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":59,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":43,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":42,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":24,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":42,"\u4f7f\u7528":[43,59],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":24,"\u4f7f\u7528\u52a8\u6001\u5e93":42,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":23,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":43,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":43,"\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":42,"\u4f7f\u7528c":43,"\u4f7f\u7528c99\u505a\u63a5\u53e3":42,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":42,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":42,"\u4f7f\u7528regress":59,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":42,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":42,"\u4f7f\u7528void":42,"\u4f8b\u5982":[24,42,43,59],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":42,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":42,"\u4f8b\u5982\u5bf9\u4e8epython":42,"\u4f8b\u5982c":42,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":42,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":42,"\u4f8b\u5982python\u7684":42,"\u4f9d\u6b21\u7c7b\u63a8":59,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":42,"\u4fee\u590d\u6240\u6709bug\u540e":59,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":59,"\u4fee\u590dubuntu":59,"\u4fee\u6539\u6210":59,"\u505a\u53ea\u8bfb\u6302\u8f7d":24,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":59,"\u505a\u63a5\u53e3":42,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":23,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":43,"\u5176\u4e2d":[42,59],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":43,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":59,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":43,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":43,"\u5177\u4f53\u8bf7\u53c2\u8003":43,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":42,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":42,"\u518d\u57fa\u4e8e":59,"\u5199\u4ee3\u7801":42,"\u5199\u5165\u5feb\u7167\u6570\u636e":23,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":24,"\u51fd\u6570\u540d\u4e3a":43,"\u51fd\u6570\u547d\u540d":42,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":23,"\u5206\u652f":59,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":59,"\u5206\u652f\u4e2d":59,"\u5206\u652f\u4e3a\u5f00\u53d1":59,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":59,"\u5206\u652f\u4e3a\u7a33\u5b9a":59,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":59,"\u5206\u652f\u5408\u5165":59,"\u5206\u652f\u5408\u5165master\u5206\u652f":59,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":59,"\u5206\u652f\u540d\u4e3a":59,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":59,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":59,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":59,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":59,"\u5206\u7247":23,"\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":43,"\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,"\u529f\u80fd":32,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":59,"\u52a8\u6001\u5e93":42,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":43,"\u5305\u62ec":24,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":23,"\u534f\u540c\u5b8c\u6210releas":59,"\u5355\u4e2a\u503c":24,"\u5355\u70b9\u6545\u969c":23,"\u5373":43,"\u5373\u4f7f\u7528":43,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":43,"\u5373\u4f7fc":43,"\u5373\u4f8b\u5982":43,"\u5373\u4fbfpaddl":43,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":43,"\u5373\u66b4\u9732":43,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":42,"\u53c2\u6570":42,"\u53c2\u8003":[32,42],"\u53cc\u5411\u9a8c\u8bc1":32,"\u53d1\u5e03\u5230dockerhub":59,"\u53d1\u5e03\u5230github":59,"\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":43,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":42,"\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":42,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":24,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":23,"\u53ef\u4ee5\u7528":32,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":24,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":59,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":23,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":23,"\u540c\u65f6\u518d\u5c06":59,"\u540c\u65f6\u63d0\u8d77":59,"\u540d\u5b57\u4fee\u9970":42,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":23,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":59,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":42,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":23,"\u548c":[24,42,43,59],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":24,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":23,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":23,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":42,"\u56fe\u50cf\u5206\u7c7b":59,"\u5728":[43,59],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":23,"\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":59,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":23,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":43,"\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":43,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":23,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":23,"\u5728\u672c\u6587\u6863\u4e2d":32,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":24,"\u5728\u6837\u4f8b\u4e2d":43,"\u5728\u7528\u6237\u4f7f\u7528c":43,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":24,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":59,"\u5728\u8fd9\u4e2a":59,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":42,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":59,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":43,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":43,"\u5728c":42,"\u5728c\u7684\u5934\u6587\u4ef6":42,"\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":43,"\u5747\u662f\u5728":43,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":32,"\u591a\u4e2a\u503c":24,"\u591a\u4e2aparamet":23,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":42,"\u5982\u56fe\u4e2dtrainer":23,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":23,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":42,"\u5982\u679c\u5931\u8d25":59,"\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":59,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":43,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":43,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":43,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":23,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":42,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":59,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":42,"\u5982\u679cparamet":23,"\u5b57\u7b26\u4e32":24,"\u5b58\u50a8":24,"\u5b66\u4e60\u6210\u672c\u9ad8":42,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":24,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":43,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":32,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":24,"\u5b9e\u73b0\u7b80\u5355":42,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":42,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":42,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":42,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":42,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":43,"\u5bf9\u4e8e\u6bcf\u79cdc":43,"\u5bf9\u6bd4":42,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":43,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":59,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":43,"\u5c06":59,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":23,"\u5c06\u5927\u91cf\u7684":42,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":59,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":59,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":42,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":23,"\u5e73\u5747\u6545\u969c\u7387":23,"\u5e76\u4e14\u4f7f\u7528":43,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":42,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":32,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":32,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":42,"\u5e76\u5220\u9664":59,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":23,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":23,"\u5e76\u53d1\u5e03\u5230pypi":59,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":24,"\u5e76\u5c06c":43,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":23,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":42,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":24,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":59,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":59,"\u5efa\u8bae":59,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":43,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":59,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":59,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":59,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":23,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":43,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":59,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":43,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":32,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":42,"\u5f97\u4f7f\u7528":42,"\u5fc5\u8981":43,"\u60c5\u611f\u5206\u6790":59,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":43,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":42,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":24,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":32,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":42,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":32,"\u6211\u4eec\u9009\u62e9":24,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":24,"\u6216\u8005":[42,43],"\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":32,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":43,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":43,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":43,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":42,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":43,"\u628a":24,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":24,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":23,"\u63a5\u53e3":[42,43],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":43,"\u63a5\u53e3\u662f":24,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":32,"\u63a7\u5236\u7528\u6237\u6743\u9650":24,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":32,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":32,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":32,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":24,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":32,"\u6570\u636e":32,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":42,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":32,"\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":42,"\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":32,"\u6587\u4ef6\u5185\u5bb9\u4e3a":42,"\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":32,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":59,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":59,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":32,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":42,"\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":32,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":42,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":43,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":42,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":43,"\u662f\u56e0\u4e3ac99\u652f\u6301":42,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":32,"\u662f\u6307":43,"\u662f\u7528\u6237\u4f7f\u7528c":43,"\u662fc":43,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":23,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":43,"\u6700\u540e\u5220\u9664":59,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":42,"\u6709\u6807\u51c6\u7684":42,"\u6709\u7684\u65f6\u5019":42,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":59,"\u672c\u6587\u6863\u63cf\u8ff0paddl":43,"\u673a\u5668\u7ffb\u8bd1":59,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":23,"\u6765\u786e\u4fdd\u628a":42,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":42,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":24,"\u6765\u8fdb\u884c\u8ba8\u8bba":43,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":59,"\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":42,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":23,"\u6bcf\u4e00\u4e2a":59,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":24,"\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\u8f93\u51fa\u4e00\u4e2adata":24,"\u6bcf\u969410\u5206\u949f":23,"\u6bd4\u5982":24,"\u6bd4\u5982\u5c06":59,"\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,"\u6ce8":23,"\u6d4b\u8bd5docker\u955c\u50cf":59,"\u6d6e\u70b9\u578b\u6570\u636e":24,"\u7136\u540e\u5728etcd\u7684":23,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":32,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":32,"\u7248\u672c\u5206\u652f":59,"\u7248\u672c\u53f7":59,"\u7248\u672c\u53f7rc":59,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":59,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":42,"\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":42,"\u751f\u6210\u6587\u6863":42,"\u751f\u6210\u7684":24,"\u751f\u6210\u7ed9\u5b9a":24,"\u751f\u6210api\u6587\u6863":42,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":32,"\u7528":32,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":24,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":24,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":43,"\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":43,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":24,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":32,"\u7528\u6237\u901a\u8fc7c":43,"\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":42,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":32,"\u7531\u4e8epypi":59,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":32,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":42,"\u7684\u5934\u6587\u4ef6":42,"\u7684\u63a5\u53e3\u6837\u5f0f":42,"\u7684\u6570\u636e\u6d41\u56fe":24,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":42,"\u7684\u7f29\u5199":32,"\u7684\u89c4\u8303":42,"\u7684\u89d2\u5ea6":24,"\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":42,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":32,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":42,"\u76ee\u5f55\u4e0b":43,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":42,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":43,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":42,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":42,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":42,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":23,"\u79bb\u7ebf\u6279\u5904\u7406":24,"\u7b2c\u4e00\u4e2atag\u4e3a":59,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":59,"\u7b2c\u4e8c\u4e2a\u4e3a":59,"\u7b49":43,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":43,"\u7b49\u6587\u4ef6":43,"\u7c7b\u4f3c":43,"\u7c7b\u540d\u548cc":42,"\u7c7b\u578b":42,"\u7ea2\u697c\u68a6":94,"\u7ed3\u8bba":42,"\u7edf\u4e00\u7528":24,"\u7f16\u8bd1\u5668\u6ca1\u6709":42,"\u7f16\u8bd1\u578b\u8bed\u8a00":42,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":59,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":59,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":59,"\u7f16\u8bd1c":43,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":59,"\u7f16\u8bd1ubuntu\u7684deb\u5305":59,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":43,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":42,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":43,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":32,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":23,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":42,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":42,"\u800c\u5bf9\u4e8egolang":42,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":42,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":43,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":24,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":42,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":23,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":43,"\u826f\u597d\u7684\u6587\u6863":42,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":23,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":43,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":42,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":42,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":23,"\u8ba9paddle\u6838\u5fc3\u4e2d":43,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":23,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":59,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":59,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":59,"\u8bbe\u7f6e":43,"\u8bc6\u522b\u6570\u5b57":59,"\u8bcd\u5411\u91cf":59,"\u8be6\u7ec6\u8bbe\u8ba1":32,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":59,"\u8bf4\u660e":23,"\u8bf7\u53c2\u8003":43,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":24,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":23,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":59,"\u8fd8\u662f\u4ece":24,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":43,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":43,"\u8fd9\u4e09\u4e2a\u5206\u652f":59,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":43,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":43,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":43,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":42,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":42,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":43,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":43,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":43,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":43,"\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":42,"\u8fd9\u662f\u56e0\u4e3a":42,"\u8fd9\u6837":43,"\u8fd9\u6837\u4fdd\u8bc1":59,"\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":32,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":42,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":23,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":59,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":32,"\u901a\u5e38":43,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":23,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":43,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":32,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":59,"\u90a3\u4e48":43,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":24,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":42,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":32,"\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":42,"\u91cd\u547d\u540d\u6210":42,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":42,"\u9519\u8bef\u5904\u7406":42,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":42,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":42,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":43,"\u9700\u8981":24,"\u9700\u8981\u4fee\u6539build":59,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":32,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":43,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":59,"\u9700\u8981\u5f15\u7528":43,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":42,"\u9700\u8981\u6ce8\u610f\u7684\u662f":59,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":43,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":59,"\u9ed8\u8ba4256k":32,"abstract":[47,58,60,74,81],"api\u4e2d\u4f7f\u7528":42,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":43,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":43,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":43,"api\u63a5\u53e3":32,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":43,"api\u65f6":43,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":43,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":43,"api\u66b4\u9732\u7684\u7c7b\u578b":43,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":43,"api\u7684\u5b9e\u4f8b":43,"api\u7684\u5b9e\u73b0\u7ec6\u8282":43,"api\u7684\u63a5\u53e3":43,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":43,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":43,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":43,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":43,"block\u6784\u6210\u4e00\u4e2amodel":23,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":59,"boolean":[33,39,42],"break":[21,63,97],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":59,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":59,"byte":[15,32,41],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":42,"c\u6709\u6807\u51c6\u7684abi":42,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":42,"case":[8,25,43,47,50,52,53,56,65,67,71,74,75,78,82,84,92,95,97],"char":27,"class":[4,5,6,7,8,9,10,11,13,14,17,18,20,34,35,37,38,40,42,45,46,49,53,56,57,58,60,61,62,63,76,80],"const":[20,25,27,40,48,50,57,60,62,63,74,75,76],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":43,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":43,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":43,"core\u6982\u5ff5":43,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":24,"deb\u5305":59,"deb\u5305\u7f16\u8bd1\u95ee\u9898":59,"default":[2,6,7,8,9,10,11,13,14,15,17,18,20,21,36,40,41,44,50,51,60,61,62,64,67,72,73,75,79,81,83,84,85,89,90,92,97],"enum":[25,27,49,61,62,64],"export":[38,66,79],"final":[8,9,19,38,44,45,63,65,66,74,75],"float":[2,6,7,8,10,13,34,40,62,65,74,75,76,78,83,94,96],"function":[2,4,8,9,13,18,20,22,26,27,28,30,34,37,40,44,45,47,48,49,50,52,53,54,56,57,58,60,62,63,65,71,74,75,76,78,79,81,92,95,97],"golang\u53ef\u4ee5\u4f7f\u7528":42,"golang\u7684":42,"h\u5e76\u4e0d\u56f0\u96be":42,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":24,"import":[2,4,7,8,18,20,21,36,38,39,44,45,49,54,60,65,71,75,78,79,84,90,94,95,96,97],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":32,"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":[2,6,7,8,9,13,14,15,20,25,26,27,30,39,40,42,43,49,51,52,61,62,63,64,74,76,79,83,97],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":42,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":59,"long":[1,8,9,13,67,78],"model\u505a\u5206\u652f\u7ba1\u7406":59,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":24,"new":[2,8,13,19,20,21,22,25,26,27,28,29,45,47,51,52,53,55,56,58,62,63,72,73,77,84,85,92,95,97],"note\u7684\u4e66\u5199":59,"null":[8,38,74,81],"org\u76ee\u524d\u9075\u5faa":59,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":42,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":42,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":42,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":42,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":43,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":42,"paddle\u7684c":43,"paddle\u8bad\u7ec3\u4efb\u52a1":24,"paddle\u8def\u5f84\u4e0b":43,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":42,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":43,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":42,"paddle_\u7c7b\u578b\u540d":43,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":43,"paddlepaddle\u4f7f\u7528git":59,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":59,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":24,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":59,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":59,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":59,"patch\u53f7":59,"patch\u53f7\u52a0\u4e00":59,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":32,"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":32,"pfsserver\u63d0\u4f9brest":32,"public":[14,20,35,40,57,60,62,63,74,75,76,79,84,85],"py\u4e2d":59,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":59,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":24,"reader\u8f93\u51fa\u7684data":24,"release\u9875\u9762":59,"return":[2,6,7,8,9,11,13,14,15,17,18,19,20,24,25,27,30,35,36,38,40,44,45,46,49,50,51,53,55,57,60,62,63,65,71,74,75,76,84,95,96,97],"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":[8,9,36,51,60,63,65,75],"static":[17,27,43,60,62,84,92],"super":[51,74],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":42,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":42,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":42,"swig\u76f4\u63a5\u8bfb\u53d6c":42,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":42,"switch":[20,43,55,84],"tag\u4e3a":59,"throw":84,"true":[2,6,7,8,9,10,11,13,15,17,18,20,25,39,46,49,50,52,62,63,65,71,74,79,81,83,84,96],"try":[21,22,25,26,27,38,52,60,72,78,95],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":43,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":59,"var":[20,35,37,39,46,49,50,51,56,60,63],"void":[20,25,27,35,40,41,42,43,49,50,61,62,74,75,76],"wheel\u5305":59,"while":[1,2,6,13,20,29,38,45,47,48,52,58,60,67,71,75,76,81,95,97],AGE:[84,85],AWS:[24,77,86,87],And:[2,7,8,10,13,14,15,17,19,25,29,30,31,36,38,52,53,60,71,83,84,85,94,96],But:[2,8,9,13,19,35,60,73,79,92],EOS:8,For:[1,2,7,8,9,10,13,17,18,20,26,27,28,30,35,37,40,41,44,45,47,48,49,50,51,52,53,55,56,57,58,61,62,64,65,66,67,71,73,74,75,76,78,80,81,83,89,90,92,94,96,97],Has:2,IDE:72,IDs:[14,29,45,97],IPs:79,IRs:53,Ids:97,Into:84,Its:[2,61,71,75,84],K8s:92,NMS:8,NOT:[51,75],Not:[18,22,92],ONE:2,OPs:[53,54],One:[7,9,17,19,29,41,55,60,71,74,81,95,97],Ops:[56,58,62,75],PFS:32,QoS:85,Such:[40,51,63],THE:2,TLS:[18,32,84],That:[8,13,52,67,81,83],The:[1,2,4,5,6,7,8,9,10,13,14,15,17,18,19,21,22,26,28,29,30,31,33,34,38,41,43,44,45,47,49,50,51,52,53,54,55,58,60,61,62,63,64,65,66,67,68,71,72,73,74,75,76,78,79,81,83,84,85,89,93,94,95,96,97],Their:[2,8,22],Then:[4,8,9,35,40,50,66,67,71,74,78,79,84,85,94],There:[7,8,14,17,18,20,21,22,27,29,30,33,34,38,44,45,47,48,51,58,60,61,65,67,75,78,84,89,95,96,97],These:[7,15,20,34,37,46,58,61,62,79,83],Use:[2,7,13,18,33,52,56,67,74,78,81,82,84,90],Used:[9,56],Useful:2,Using:[22,47,56,58,60,72,76,85],VMs:72,VPS:84,WITH:90,Will:[13,17],With:[2,8,9,49,63,65,95],YES:30,Yes:[67,72],___fc_layer_0__:84,__doc__:62,__file__:30,__fp16:34,__gradient_machines__:17,__half:34,__impl__:62,__init__:[36,46,51,63,74],__main__:[36,96],__metaclass__:75,__name__:[36,96],__param_conf__:17,__rnn_step__:71,__tmp_params__:17,__va_args__:57,_binari:21,_create_global_var:51,_dtype:38,_error:95,_librari:21,_link:9,_loss:36,_op:[38,75],_proj:8,_res2_1_branch1_bn:96,_source_language_embed:[71,94],_target_language_embed:[71,94],_test:21,_value_index:38,a75:34,a_op:75,aaaaa:24,aaaaaaaaaaaaa:84,abbrevi:15,abc:8,abi:89,abil:36,abl:[8,18,40,46,51,53,55,64,92,95],about:[4,8,9,15,20,21,30,33,44,53,60,62,65,75,78,80,81,84,89,90],abov:[2,4,7,8,18,20,21,22,26,34,35,37,44,45,46,47,49,51,53,55,62,63,65,67,72,73,75,76,78,84,85,89,92,95,96,97],abs:[8,9,19,36,95],abs_numerical_grad:19,absolut:[1,89,90],acceler:[23,47,83],accept:[2,4,6,8,13,18,52,56,89,97],access:[1,8,9,18,21,26,29,30,51,53,71,79],accessmod:84,accessor:51,accomplish:67,accord:[1,2,7,8,15,19,27,37,45,53,54,56,63,75,79,80,81,83],accordingli:[4,7,8,74],account:[56,73,92],accrodingli:25,accumul:[22,27,47],accur:[19,29],accuraci:[7,74,97],achiev:[47,78],ack:81,across:[8,13,44],act1:38,act2:38,act:[8,9,20,38,45,51,53,55,63,65,71,97],act_output:62,act_typ:[38,97],action:84,activ:[4,9,16,21,38,45,51,53,58,62,65,66,71,74,76,81,97],activi:9,actual:[2,25,36,38,47,62,65,76],adadelta:97,adagrad:[47,61,97],adagradoptim:46,adam:[18,27,36,97],adamax:97,adamoptim:[94,97],adapt:[7,10,17,65],add:[2,8,9,13,17,19,20,21,25,29,35,39,46,47,50,51,53,54,56,58,60,65,66,72,73,74,75,76,78,83,90,97],add_activ:51,add_bia:51,add_depend:21,add_execut:21,add_input:[44,74],add_memori:44,add_output:44,add_scalar:[20,45,49],add_sum:51,add_test:[21,74],add_to:8,add_two:[20,44],add_unittest_without_exec:74,addattr:[62,75],addbia:74,addcom:[62,75],added:[2,7,8,17,20,47,54,58,73,74,75],adding:[58,73,96],addinput:[62,75],addit:[8,9,56,58,63,67,75,76,97],addop:[35,76],addoutput:75,addr:22,address:[22,27,53,55,67,78,79,81,92],addrow:74,addtolay:8,addtyp:62,adjust:65,admin:92,administr:[29,72,92],adopt:[34,36],advanc:[19,71,78,81],advantag:[19,34,47,79],adversari:[36,52],advic:78,affect:[8,20],affil:45,afford:26,afi:2,aforement:21,after:[8,9,14,15,20,21,26,27,29,33,34,48,51,53,54,66,67,71,73,74,75,76,79,81,83,84,85,89,95,96,97],again:[18,22,47,78],against:84,age:14,agg_level:8,aggreg:84,ago:21,aid:78,aistat:8,alex:8,alexnet_pass1:83,alexnet_pass2:83,algorithm:[8,10,26,45,47,58,65,71,94],algorthm:45,alia:[5,6,8],align:[8,9,13],all:[2,6,7,8,17,18,20,21,22,25,27,29,30,31,33,36,37,38,41,43,44,45,46,47,49,51,53,55,56,62,65,67,71,72,74,76,78,79,80,81,83,84,85,89,90,92,94,95,96,97],alloc:[6,27,30,74,76,83],allow:[18,27,47,53,58,67,73,74,78,81,84,97],allow_only_one_model_on_one_gpu:[80,81,83],almost:[65,72,79,94],along:15,alpha:[21,58],alreadi:[21,22,51,53,54,60,67,78,79,81,84,85,90],alreali:80,also:[1,2,8,9,14,18,20,21,25,28,35,36,37,38,47,48,49,50,51,52,58,60,62,63,66,67,71,72,74,75,78,79,85,89,92,95,96,97],altern:75,although:65,altogeth:92,alwai:[4,8,9,17,21,41,52,55,61,65,81,84],amazon:[84,85,97],amazonaw:84,amazonec2fullaccess:84,amazonelasticfilesystemfullaccess:84,amazonroute53domainsfullaccess:84,amazonroute53fullaccess:84,amazons3fullaccess:84,amazonvpcfullaccess:84,ambigu:52,amd64:[66,84],amend:73,amnih:8,among:84,amount:78,analysi:[65,78],analyz:97,ancestor:[49,51],andd:84,android:[90,91],android_abi:89,android_api:89,android_arm_neon:89,android_native_api_level:89,android_standalone_toolchain:89,android_toolchain:89,ani:[1,2,8,9,13,18,21,22,27,29,30,40,41,45,47,51,52,53,54,55,57,58,72,75,76,78,79,84,90,97],annoi:79,announc:34,anoth:[2,8,17,18,20,30,45,51,60,62,67,72,81,84],anroid_arm_mod:89,ans:84,answer:[65,73,84],anyth:[13,45,52,84],anytim:36,anywai:89,api:[14,17,18,21,27,28,30,32,35,36,38,44,48,56,59,63,64,66,74,75,78,79,84,88,89,90,92,93,95,97],api_shar:21,api_test:21,api_trainer_config_helpers_lay:71,apiserv:84,apivers:[84,85],appear:37,append:[2,17,45,51,52,71,73,74,79],append_backward_op:46,append_gradient_machin:17,append_op:51,append_oper:51,appleclang:66,appleyard:78,appli:[8,36,37,60,71,74,97],applic:[34,37,51,56,67,73,75,78,79,84,85,92],applyl1:25,appoint:75,appreci:73,approach:[8,47,48,53,54,58,89,90,92],approxim:47,apt:66,arbitrari:[8,41,53,76],arch:89,architectur:[34,79,89,94],archiv:[14,42,43],area:36,arg:[2,7,9,38,46,62,65,75,80,95,96,97],arg_nam:8,argu:50,argument:[2,4,8,13,15,20,25,26,46,48,50,51,55,71,73,74,81,82,94,95,96],argv:96,arithmet:34,arm64:89,arm64_standalone_toolchain:89,arm:[34,89,90],arm_standalone_toolchain:89,armeabi:89,armv7:34,armv8:34,arn:84,around:[2,8,29,51,84,92],arrai:[4,6,8,13,15,17,27,37,45,49,51,52,56,63,65,75,96],arrang:63,arrow:36,art:65,articl:[37,72,79,85,90],artifact:84,artifici:95,arxiv:[8,9,36,95],as_row_vector:8,as_step_input:20,asgd:47,ask:[22,29,72],assign:[7,8,26,34,76,79,81,84,92],associ:[48,57,76],assum:[7,8,20,53,71,83,94],assur:1,astyp:[52,75,95],asyc:22,async:[22,80],async_count:81,async_lagged_grad_discard_ratio:81,async_lagged_ratio_default:[80,81],async_lagged_ratio_min:[80,81],asynchron:[22,79,81],atla:66,atlas_root:66,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9,67],attr1:8,attr2:8,attr:[6,8,9,20,38,49,50,51,62,71,75],attr_map:62,attrdesc:49,attribut:[2,8,9,16,20,49,54,56,60,62,63,74,75,94],attributemap:75,attrproto:62,attrtyp:[49,62,75],attrvalu:62,auc:80,aucvalidationlay:81,authent:84,author:[32,84,96],auto:[20,25,42,50,56,60,63,73,74,75,76,78],autom:[79,84],automak:66,automat:[8,18,27,35,46,53,54,56,62,66,67,71,73,74,75,79,80,81,84],automaticli:8,avail:[22,27,34,54,55,66,84,92],averag:[7,8,11,17,26,81,96,97],average_test_period:[80,81],averagepool:8,avg:[78,97],avgcost:97,avgpool:[8,97],avoid:[19,20,22,47,48,78],avx:[66,67],await:85,awar:[18,44,51,67,72,84,89],awk:79,aws:32,aws_account_id:84,awsaccountid:84,awskeymanagementservicepowerus:84,aync:54,b2t:94,b363:85,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:85,ba5f:84,back:[2,8,17,22,34,36,47,53,67,75],background:[7,8,58,79],background_id:[7,8],backpropag:19,backward:[5,8,9,19,20,25,27,36,46,47,48,50,57,58,71,74,81,83],backward_first:71,backward_op:19,backwardactiv:74,bag:97,baidu:[65,85,94],baik:94,bake:53,balanc:[54,81,84,95],bandwidth:34,bare:[85,92],barrier:[79,81],barrierstatset:78,basci:38,base:[7,8,11,13,14,18,26,34,40,46,47,53,56,57,58,63,65,71,72,74,75,78,81,84,89,94,95,97],baseactiv:9,baseev:17,basematrix:74,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,17],bash:[67,72,79,84,85],bashrc:66,basic:[2,8,17,38,49,56,57,63,67,74,97],batch:[2,8,9,13,15,17,18,20,22,24,25,36,39,44,45,47,63,73,74,81,84,85,95,96,97],batch_0:96,batch_id:[17,36],batch_im:36,batch_images_from_tar:15,batch_label:36,batch_norm:36,batch_norm_lay:9,batch_norm_typ:8,batch_read:[24,52],batch_siz:[2,13,36,45,65,94,95,97],batch_szi:36,batch_z:36,batchnorm:36,batchsiz:[8,74],bazel:21,bbbbb:24,bbox:[7,8],bcd:8,bcebo:14,bcm2708:90,bdist_wheel:59,beacus:38,beam:[8,71,81],beam_gen:[8,71],beam_search:[17,45,71],beam_siz:[8,45,71,80,81,83],becaus:[4,7,8,14,18,20,21,22,27,34,45,48,51,52,53,58,60,61,63,64,71,72,74,76,83,84,89,97],becom:[54,60,78],been:[2,9,21,26,66,72,73,97],befor:[4,8,9,22,29,33,37,47,48,52,58,67,73,75,84,89,92],begin:[4,7,8,25,27,33,37,45,74,79],beginiter:[17,18],beginn:71,beginpass:[17,18],begintrain:18,behavior:78,behind:63,being:[29,50,52,76,95],belong:[8,53,60],below:[2,8,20,22,27,34,41,48,52,53,54,58,63,64,71,74,78,79,84,89,95,97],benchmark:41,benefit:[9,29,30,45],bengio:8,besid:[1,8,14,53],best:[8,21,66,67,72,81,97],besteffort:85,beta1:10,beta2:10,beta:[36,96],better:[8,9,21,45,65,84,92,95],between:[7,8,15,17,21,22,27,34,43,48,54,55,57,60,65,75,76,84,95,97],bgr:[15,96],bi_gru:9,bi_lstm:9,bia:[8,9,45,51,71,74,96],bias:[8,74],bias_attr:[8,9,51,65,71],bias_param_attr:9,biases_:74,biasparameter_:74,biassiz:74,bidi:85,bidirect:[8,9,71],big:[54,78,92],bigger:22,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:78,bin:[66,67,79,84,85],binari:[2,7,8,13,21,30,34,36,41,53,72,78,84,94,97],bind:[34,35,60],bison:66,bit:[34,97],bla:66,black:36,blank:[8,84],block:[8,23,25,27,31,40,44,46,53,54,65,74,75,76,78,81,96],block_i:8,block_id:31,block_x:8,blockdesc:[20,37,51,56],blockdescbind:40,blueprint:45,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,56,71,93],bool:[2,6,7,8,9,10,11,13,15,17,20,34,39,50,51,61,62,63,64,74,81,83,97],boot:[8,71,92],boot_bia:8,boot_bias_active_typ:8,boot_lay:71,boot_stat:63,boot_with_const_id:8,bootstrap:66,bootstrapp:92,borrow:[36,63],bos_id:[8,71],both:[5,6,8,9,15,18,20,21,22,29,34,36,40,45,50,53,54,61,67,71,74,75,76,78,79,84,95,96,97],bottleneck:[78,96],bottom:17,bound:8,boundari:53,boundri:7,bow:97,box:[8,36,78],brace:[20,37],brain:29,branch:[8,18,20,21,39,49,53,59,73,75],breadth:81,break_if:63,brew:66,brief:[21,27,34,76],briefli:78,bring:76,broadcast:[22,56,92],broken:73,brows:67,browser:[67,84],bsd:72,bucket_nam:84,buddy_alloc:73,buf:25,buf_siz:13,buffer:[2,13,25,41,47,52,60,81],buffer_s:13,buffered_read:52,bug:[73,84],build:[8,14,21,30,37,38,47,53,58,59,62,65,67,69,73,75,77,79,81,84,86,87,91,94,96,97],build_android:89,build_dict:14,build_model:36,builder:73,built:[21,53,62,63,66,67,72,89,90,92,95],bunch:[41,78,79,97],button:[73,84],c11:42,c703c041:73,c99:43,c99e:84,cach:[34,53,97],cache_pass_in_mem:[2,97],cachetyp:[2,97],cacul:[9,79],caff:20,caffe2:20,calc_batch_s:2,calcul:[2,7,8,9,19,22,27,34,71,74,78,79,81,83,95],call:[2,7,8,9,17,18,19,20,25,26,27,28,30,36,37,44,45,46,51,53,56,57,60,62,63,65,67,71,72,74,75,76,78,79,81,84,96,97],callabl:[2,6,8,13,14],callback:74,caller:[19,84],can:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,25,26,29,30,34,35,36,37,38,40,44,45,46,47,49,50,51,52,53,54,55,56,57,58,62,63,65,66,67,71,72,73,74,75,76,78,79,80,81,83,84,85,89,90,92,94,95,96,97],can_over_batch_s:2,cancel:29,candid:[8,45],cannot:[55,56,60,63,74,75],cantain:38,capabl:[34,48,56,66],capac:[58,84],capi:42,capi_prvi:43,caption:65,captur:[65,79],card:79,care:[9,30,52,80,81,92],carefulli:[81,96],caret:17,carpedm20:36,cast:34,cast_to_op_attr:62,cat:[15,67,79,96],categori:[8,14,22,97],categorig:14,categoryfil:85,caus:[22,33,75],caution:[84,85],cc_:21,cc_binari:21,cc_test:21,cclient:28,cde:8,cdn:14,cdot:8,ceil:8,ceil_mod:8,cell:[8,9],center:[2,15],center_crop:15,cento:92,central:58,ceph:[24,85],cephf:[24,30,32],certain:[1,46,60,80],certif:[18,32,84],cffi:42,cfg:85,cgo:42,chain:[13,37,74],challeng:[8,22,39],chanc:[18,34,74,97],chang:[8,14,21,26,30,48,49,52,57,60,65,67,71,73,74,75,76,78,79,81,84,89,97],channel:[8,9,15,78,96],channl:96,chapter:[44,45],chapter_data:44,chapter_out:44,charact:97,character:65,characterist:83,check:[2,13,20,21,50,56,65,66,67,73,75,81,83,84],check_align:13,check_attr:62,check_eq:74,check_fail_continu:2,check_grad:[19,75],check_l:74,check_sparse_distribution_batch:[80,81],check_sparse_distribution_in_pserv:[80,81],check_sparse_distribution_ratio:[80,81],check_sparse_distribution_unbalance_degre:[80,81],check_styl:73,checker:56,checkgrad:81,checkgrad_ep:81,checkmark:92,checkout:73,checkpoint:[50,54],checksum:32,child:20,china:67,chmod:[66,84],choic:[21,67],choos:[31,72,81,89,97],chosen:[1,36],chunk:[26,32,95],chunk_schem:7,chunktyp:7,chw:15,cifar:95,circl:37,claim:84,claimnam:84,clang:[34,42,66,67,73,89],clarifi:7,classfic:96,classic:[8,65],classif:[2,4,8,37,83,96,97],classifi:[8,36,95,96,97],classification_cost:[53,97],classification_error_evalu:[7,95,97],classification_evalu:7,claster:84,clean:[4,20,21,48,56,72,73],clear:[7,21,45,48,60,90],clearer:[48,51],clearli:60,cli:84,click:[73,78,84],client:[25,28,56],clip:[6,9,81,97],clock:8,clone:[8,66,67,72,73,89,90],close:[2,52,55,73],closer:65,cloud:[21,22,30,32,33,55,56,92],cloud_read:13,cls:97,cludform:84,cluster:[13,17,18,20,22,27,53,55,80,81,85,97],cluster_test_fil:79,cluster_train:79,cluster_train_fil:79,cluster_train_v2:79,cm469:84,cmake3:66,cmake:[43,66,72,73,74,75,78,89],cmake_build_typ:[89,90],cmake_install_prefix:89,cmake_system_nam:[89,90],cmakelist:[21,74],cmatrix:[42,43],cmd:85,cna:8,cname:84,cnn:[8,85,96,97],coars:35,code:[2,4,8,13,18,21,29,31,35,36,37,41,46,47,48,50,52,53,54,56,57,58,62,63,65,66,67,68,71,74,75,76,77,78,79,84,85,95,97],codebas:[56,73],coeff:8,coeffici:8,collabor:22,collect:[8,14,17,65],collectbia:74,color:[15,96],colour:14,column:[7,8,37,52,55,74,94],column_evalu:7,com:[8,9,14,21,36,66,67,72,73,84,85,89,90,92,96],combin:[7,8,9,13,17,46,56,60,95],come:[49,63],comma:[17,27,81,94],command:[1,4,21,25,30,33,65,66,67,72,73,74,75,77,78,84,85,86,87,89,90,94,95,96],commandlin:78,commenc:97,comment:[21,38,62,73,75,97],commit:[21,73],common:[15,24,58,71,74,80],commonli:[33,58,71,78,83,90],commun:[22,27,28,53,54,73,74,79,84],compar:[19,21,56,72,74,75,95,97],comparison:21,compat:[2,34,35],competit:95,compil:[8,21,38,40,53,57,61,62,64,66,67,72,74,79],complaint:21,complet:[4,8,9,14,17,20,22,26,27,32,37,41,56,74,75,76,84,85,92,97],complex:[1,2,9,29,45,52,56,71,78,97],complic:[8,35,53,63],compon:[38,53,63,74],compos:[13,18,35,38,44,51,56,95],composenotalign:13,composit:35,compress:26,compromis:72,comput:[8,9,18,19,22,34,38,41,46,47,53,54,55,57,60,64,65,66,67,71,72,73,74,75,78,79,83,84,89,90,97],computation:[8,71],computationgraph:38,conat:8,concat:[36,71],concaten:[9,36,44,63],concentr:56,concept:[2,7,18,35,36,38,44,45,47,48,49,55,60,63,64,67,71],conceptu:[36,38],concern:18,concis:[36,63],conclud:75,concret:[56,75],concurr:[22,29,54,79],concurrentremoteparameterupdat:81,cond:[20,39,49],condit:[8,26,39,53,71,85],condtion:36,conduct:78,conf:[4,8,79,94,95,96],conf_paddle_gradient_num:84,conf_paddle_n:84,conf_paddle_port:84,conf_paddle_ports_num:84,conf_paddle_ports_num_spars:84,confid:8,confidence_threshold:8,config:[2,6,8,24,33,45,65,74,80,81,84,85,92,94,95,96,97],config_:[25,81],config_arg:[80,81,83,96,97],config_bas:[7,8,17],config_lay:74,config_len:27,config_pars:[4,74],config_proto:27,configur:[0,1,2,4,8,17,25,27,29,30,38,51,54,65,70,72,73,74,75,76,78,79,81,89,90,92,94,96],confirm:33,conflict:[60,73],confus:[15,36],congest:81,conll:14,connect:[1,9,30,53,54,65,74,79,84,85,92,95,96,97],connectionist:8,consequ:[8,9],consid:[7,8,50,66,67,72,78,83,92],consider:[2,9],consist:[7,8,14,15,26,41,49,52,56,57,62,75,96,97],consol:[78,84],consolid:20,const_cast:75,constant:[38,40,55,74,75],constraint:[53,60],construct:[2,4,7,18,38,44,51,56,60,62,64,71],constructbackwardgraph:37,constructoptimizationgraph:37,constructor:[34,51,56,60,62,74,75],consum:22,contact:29,contain:[2,7,8,9,11,13,14,15,17,18,20,26,31,36,38,41,48,51,55,56,57,60,61,62,63,64,68,71,72,75,79,84,96,97],container:79,containerport:84,content:[27,33,41,45,85],content_len:27,context:[8,9,14,60,61,71,75,76,94,97],context_attr:9,context_len:[8,9,97],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,97],contin:84,continu:[2,7,22,41,79,81,89],contrast:8,contrib:58,contribut:[58,68,72,77],contributor:56,control:[6,20,55,67,81,84,85,92],conv2d:36,conv:[9,36],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:[18,38,46,62],convent:[27,73,75],converg:[79,95],convers:[34,53],convert:[2,4,14,24,34,52,57,94,96,97],convlay:8,convolut:[8,9,13,36,51,95,96],convoper:8,convtran:8,convtranslay:8,cool:[2,73],coordin:[22,27],copi:[17,18,26,29,33,37,44,45,47,63,67,73,79,84,95],copy_shared_paramet:95,copytonumpymat:95,core:[2,6,38,43,47,48,63,72,81],coreo:[84,92],corner:56,corpu:14,correct:[2,8,19,34,74,75,84],correctli:[7,13,36,74,95],correl:65,corresond:34,correspoind:18,correspond:[2,4,18,20,21,34,38,39,44,45,51,55,56,57,58,62,65,74,75,76],correspondind:45,corss_entropi:18,cortex:34,cos:[8,62],cosin:[8,62],cosineop:62,cosineopproto:62,cosineopprotomak:62,cost:[4,17,18,37,46,49,50,53,55,65,81,95,97],cost_id:8,cost_np:50,cost_val:53,could:[2,4,8,13,17,18,19,26,34,44,46,47,48,49,51,52,53,54,57,67,72,78,79,84,89,97],count:[7,22,30,50,52,78,79,81,83,85,94],counter:[22,26,37],coupl:65,cours:[7,30,72],cover:76,coverag:66,coveral:66,coveralls_uploadpackag:66,cpickl:96,cpp:[19,25,35,42,43,48,54,56,64,74,78,97],cpu:[1,2,6,8,19,30,34,47,48,53,55,56,58,59,66,72,75,76,78,81,85,95],cpu_per_p:55,cpu_per_train:55,cpuinfo:67,cpuplac:[75,76],cpusparsematrix:43,crash:[22,78,79,81],creat:[4,6,8,13,17,18,19,20,22,27,32,33,34,35,36,37,44,46,47,48,51,57,58,65,66,67,72,73,74,75,79,81,89,92,94,95],create_backward_pass:46,create_bias_paramet:74,create_block:51,create_cloud_job:55,create_doc_str:62,create_input_paramet:74,create_op:75,create_oper:35,create_optimization_pass:46,create_paramet:51,create_python_ops_creatation_funct:62,create_rnn:20,create_rnn_op:44,create_tmp_var:51,create_tmp_vari:51,create_var:51,create_whileloop:63,createargu:95,createfromconfigproto:[4,95],creategradientoper:57,createop:62,createoper:20,createstack:84,createvari:20,creation:[35,84],creationd:84,creator:[13,14,24,56,57],creator_:57,credenti:33,credit:95,critic:36,crlf:73,crop:[15,96],crop_siz:[15,96],crope:15,cross:[8,51,75,97],cross_compil:90,cross_entropi:[8,18,36,55,95],cross_entropy_with_selfnorm:8,crt:32,csc:74,csr:74,ctc:7,ctc_evalu:7,ctest:[67,72,75],ctor:51,ctrl:[72,79],ctx:[75,76],cuda:[21,34,56,66,67,72,78,79,81],cuda_dir:[80,81],cudaconfigurecal:78,cudadevicegetattribut:78,cudaeventcr:78,cudaeventcreatewithflag:78,cudafre:78,cudagetdevic:78,cudagetdevicecount:78,cudagetdeviceproperti:78,cudagetlasterror:78,cudahostalloc:78,cudalaunch:78,cudamalloc:78,cudamemcpi:78,cudaprofilerstart:78,cudaprofilerstop:78,cudaruntimegetvers:78,cudasetdevic:78,cudasetupargu:78,cudastreamcr:78,cudastreamcreatewithflag:78,cudastreamsynchron:78,cudeviceget:78,cudevicegetattribut:78,cudevicegetcount:78,cudevicegetnam:78,cudevicetotalmem:78,cudnn:[8,11,21,66,81],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[80,81],cudnn_convt:8,cudnn_dir:[80,81],cudrivergetvers:78,cuinit:78,cumul:8,cur_mem:45,curl:[66,84],curli:[20,37],current:[2,8,20,21,22,25,27,44,45,47,48,51,54,55,60,63,65,67,71,72,74,79,81,84,93,97],current_block:[49,51],current_oper:49,current_word:71,currentcost:97,currentev:97,curv:18,custom:[1,2,18,30,34,36,45,47,56,74,84],custom_batch_read:52,cut:[54,63],cutoff:14,cv2:15,cxx_compil:[89,90],cycl:22,cyclic:8,cython:42,d3e0:84,d_b0:36,d_b1:36,d_b2:36,d_block:36,d_f:36,d_g:36,d_h0:36,d_h0_bn:36,d_h0_relu:36,d_h1:36,d_h1_bn:36,d_h1_relu:36,d_h2:36,d_loss:36,d_loss_fak:36,d_loss_real:36,d_optim:36,d_step:36,d_t:36,d_w0:36,d_w1:36,d_w2:36,daili:73,dalla:2,dandroid_abi:89,dandroid_arm_mod:89,dandroid_arm_neon:89,dandroid_standalone_toolchain:89,danger:2,dangl:72,darwin:84,dash:36,dat:24,data:[0,1,2,4,7,14,15,17,18,19,20,24,25,26,32,34,36,37,38,40,41,44,45,46,47,48,49,51,54,55,56,58,60,61,62,63,64,66,67,71,74,75,76,78,79,80,81,83,86,96],data_batch_gen:95,data_dir:94,data_fil:[15,65],data_i:36,data_initialz:97,data_lay:[2,25,65,95,97],data_read:[13,52],data_reader_creator_random_imag:52,data_shar:63,data_sourc:95,data_typ:[13,14,41,61,64,71],data_x:36,databas:14,datacent:[24,33],datacenter1:24,datacenter2:24,datacenter_1:24,datacenter_2:24,datacenter_nam:24,datadim:8,dataflow:38,dataprovid:[1,65],dataprovider_bow:97,dataprovider_emb:97,dataproviderconvert:4,datasci:8,dataset:[0,2,24,30,47,52,65,71,81,94,96,97],dataset_nam:15,datatyp:[14,61,64],date:79,dcgan:[36,95],dcmake_install_prefix:[66,89,90],dcmake_system_nam:[89,90],ddim:76,dead:22,deal:[92,95],debian:67,debug:[2,19,33,53,73],debug_str:38,decai:10,decar:13,decayr:25,decent:26,decid:[18,29,36,41,47,52,57,58,61,93],declar:[8,20,36,44],decod:[8,9,71],decoder_boot:71,decoder_dim:45,decoder_group_nam:71,decoder_input:[45,71],decoder_mem:[45,71],decoder_prev:9,decoder_s:71,decoder_st:[9,71],deconv:[8,36],deconvolut:8,decor:[2,13,74],decreas:65,decrypt:84,deduc:56,deep:[8,29,36,37,56,58,65,67,69,78,95,96,97],deeper:[65,67,96],def:[2,8,13,18,19,24,30,35,36,38,44,45,46,51,52,62,63,65,71,74,75,95,96,97],def_block:36,defalut:[8,81,83],default_block:36,default_devic:83,default_param_attr:51,default_st:63,default_valu:83,defaultinfervartyp:40,defect:48,defer:29,defferenct:2,defin:[1,2,8,9,13,17,18,20,21,22,29,35,36,38,44,49,51,52,54,56,60,62,63,65,71,74,76,79,81,94,95],define_py_data_sources2:[2,65,96,97],definit:[2,20,22,26,31,49,53,57,62,63,65,67,75,94,97],definiton:35,degre:8,delai:[47,76,81],delar:97,delet:[30,32,73,93],deletestack:84,delimit:7,deliv:92,delta:[8,19],delv:8,demand:22,demo:[8,14,45,56,79,85,86,94,95,96,97],demolish:85,demonstr:[65,71,76,95],denot:[75,83,97],dens:[2,8,13,27,28,61,74,84,97],dense_arrai:13,dense_vector:[2,4,13,65],dense_vector_sequ:13,dep:21,depend:[20,21,22,30,31,38,50,53,54,61,65,67,72,75,79,83,89,90,92],dependent_var:50,deploi:[8,79,83,92],deploy:[38,41,56,79,84,92],deprec:8,depth:20,dequeu:54,deriv:[5,18,39,46,89],desc:[20,41,51,62,63],desc_:20,descend:63,descent:[8,22,47,79],descproto:41,describ:[18,20,21,26,41,45,48,49,51,56,61,62,64,65,74,75,76,84,85,95,97],describestack:84,describestackev:84,describestackresourc:84,descript:[4,7,20,21,40,41,57,61,64,66,73,75,79,82,84],deseri:[17,41,48],deserializ:56,desgin:37,design:[2,8,13,25,42,47,58,75,92],desir:[22,47,84,85,94],destin:[27,33],destroi:20,destruct:60,destructor:74,det_output:7,detail:[2,4,6,7,8,9,10,19,26,30,33,36,38,41,44,51,53,55,58,60,63,64,66,71,72,74,75,76,78,79,82,83,84,85,90,92,94,95,96,97],detect:[40,67,73,89],detection_evalu:7,detection_output:7,determin:[2,8,13,20,56,74,95],dev:[56,66,67,72,89,92],dev_ctx:20,devel:66,develop:[21,40,48,51,57,59,66,73,76,79,80,81,90],deverlop:81,deviat:6,devic:[6,31,34,38,48,53,55,56,75,76,81],device_context:75,device_context_:75,devicecontext:[20,75],deviceid:83,devid:[8,81],dhcp:92,diagnos:79,diagram:[44,79,96],diamond:36,dic:15,dict:[2,7,14,17,51,55,79,97],dict_fil:[7,97],dict_siz:[14,25,45],dictionai:97,dictionari:[2,7,8,14,17,18,19,51,55,83,96,97],did:[2,48],diff_mat:19,differ:[2,7,8,17,20,21,22,27,29,31,34,36,38,39,45,47,50,53,54,55,57,60,63,65,67,71,74,75,76,79,81,84,85,94,96,97],differenti:[35,75],difficult:[7,19,65,72],dig:[67,78,84],digit:[2,8,79],digraph:38,dilat:8,dilation_i:8,dim0:75,dim1:75,dim:[8,13,25,41,44,56,61,64,74,75,76,94,96,97],dim_:76,dimens:[5,8,9,11,13,36,56,61,63,74,75,76,83,94,97],dimension:[2,65,71,74,76,95,97],dimenst:94,dimes:8,dir:[89,96,97],dirctori:67,direct:[8,9,15,47,67,96],directli:[1,2,9,21,28,30,48,53,62,63,65,67,79,85],director:75,directori:[1,8,21,24,29,32,33,66,67,72,76,78,79,81,85,89,90,93,96,97],diretcoti:96,dis_conf:95,dis_train:95,dis_training_machin:95,disabl:2,disadvantag:[47,51],discard:[13,22,26,45,81],discount:8,discov:22,discoveri:84,discrep:78,discret:8,discrim:36,discrimin:95,discriminator_train:95,discuss:[18,20,26,27,28,53],disk:[41,72,85],dispatch:[48,53,79,81],displai:[30,33,73],dist:59,dist_train:[18,30],distanc:7,distibut:94,distinguish:[21,79,95],distribut:[8,20,26,27,28,29,54,55,56,64,66,77,85,86,87,92,95,97],distribute_test:[80,81],distributedli:[53,74],disucss:18,divid:[10,31,62,64,80],diy_beam_search_prob_so:[80,81],dmkl_root:66,dns:84,do_forward_backward:52,doc:[4,13,38,44,63,66,67,75,76,79],dockefil:72,docker:[59,68,73,79,84,86,87,92],docker_build:18,docker_clust:79,docker_push:18,dockerfil:[67,72,89,90],dockerhub:67,document:[2,4,9,19,32,37,44,45,56,66,72,73,75,76,79,83,97],documentari:2,doe:[2,4,9,22,26,27,29,30,34,38,48,51,52,53,54,56,57,58,65,72,74,75,76,78,97],doesn:[6,8,13,18,20,52,55,72,73,78,85,89],dog:96,doing:[25,29,37,53,78],domain:84,don:[9,18,21,35,37,52,65,72,73,75,84],done:[7,8,9,21,22,26,27,40,41,47,53,57,58,73,78,84,95],dopenblas_root:66,dot:[9,75,81,96],dot_period:[81,83,95],dotmuloper:8,dotmulproject:8,doubl:[2,34,37,53,66,75,81],down:[78,97],download:[14,21,22,25,29,32,67,79,92,95,97],doxygen:66,dozen:21,draw:45,drive:60,driver:79,drop:[2,9,45],drop_rat:6,dropout:[6,9,74,97],dropout_r:8,drpi_arm_neon:90,drpi_toolchain:90,drwxr:85,dst:27,dtoh:78,dtype:[4,38,51,65,96],due:[26,29,36,45,51],dummi:[17,26],dump:41,duplic:54,durat:[26,78],dure:[1,2,8,9,20,22,26,29,30,47,56,65,74,75,80,81,84,92,97],durn:2,duse_eigen_for_bla:89,dwith_c_api:[43,89,90],dwith_doc:66,dwith_gpu:90,dwith_profil:78,dwith_python:[43,90],dwith_swig_pi:[43,89,90],dwith_test:75,dwith_tim:78,dynam:[1,2,27,43,52,66,78,81],dynamic_cast:74,dynamic_recurrent_op:63,e2e:92,each:[1,2,4,7,8,9,11,13,14,17,19,21,22,25,26,27,29,30,31,37,40,44,45,48,50,51,52,53,54,56,57,60,61,62,63,65,67,71,74,79,81,83,84,92,94,96,97],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eaqual:8,earli:[34,73,75],eas:[13,40,52,75,96],easi:[19,45,47,52,56,58,67,73,74,79,97],easier:[18,34,52,54,63,72,73,74],easili:[18,36,52,57,60,65],echo:67,edg:[15,55],edit:[7,67,72,84],editor:[51,67,72],edu:[8,14,84,85],eeoi3ezpr86c:84,effect:[2,17,81,84],effici:[1,2,8,41,53,71,72,74],effort:53,efg:8,efs:84,efs_dns_nam:84,efsvol:84,eigen:[34,47,56,58,75,89],eigen_test:76,eigen_use_gpu:75,eigenmatrix:76,eigenscalar:76,eigentensor:76,eigenvector:76,either:[8,9,13,17,18,36,39,40,44,47,58,78,97],elb:84,elbapis:84,elec:97,electron:[85,97],elem_dim:8,element:[2,4,7,8,9,13,15,17,19,26,38,45,52,54,55,56,75,76,97],element_typ:27,elementari:56,elif:[18,62],els:[18,25,30,36,39,40,53,54,60,62,67,72,74,75,96,97],emac:[67,72],email:73,emailweixu:21,emb1:25,emb2:25,emb:[85,97],embed:[18,20,25,40,45,54,61,63,71,79],embedding_lay:[25,97],embedding_nam:[8,71],embedding_s:[8,71],emphas:78,empir:8,emplace_back:74,emploi:[62,71],empti:[7,13,22,45,65,75],emul:34,enabl:[2,6,8,20,21,26,38,54,72,73,78,79,81,84],enable_grad_shar:[80,81],enable_parallel_vector:81,enc_proj:[9,71],enc_seq:9,enc_vec:71,encapsul:[27,55],encod:[9,26,45,71],encoded_proj:[9,71],encoded_sequ:[9,71],encoded_vector:71,encoder_ctx:45,encoder_ctx_expand:45,encoder_ctx_proj:45,encoder_dim:45,encoder_last:8,encoder_out_seq:45,encoder_s:71,encount:25,encourag:53,encrypt:84,encrypt_decrypt:84,end2end:92,end:[2,7,8,17,20,38,45,48,52,60,65,71,72,73,81,94],end_pass:18,end_po:8,endforwardbackward:17,endian:41,enditer:[17,18],endpass:[17,18],endpoint:[13,24,84],endtrain:18,engin:[30,78],english:[2,8],enjoi:67,enlarg:75,enough:[20,65,72],enqueu:54,ensembl:9,ensur:[2,22,60,72,74],enter:[20,67],enterpris:56,entir:[8,9,27,29,75],entiti:[7,20,60],entranc:31,entri:[13,26,30,40,72,73,74,84,89],entropi:[8,51,97],entry_point:30,enueu:54,enumer:[5,97],env:84,environ:[18,55,66,67,72,73,78,79,80,81,84,85,95],environmenterror:79,eos_id:[8,71],epel:66,epoch:36,epsilon:10,equal:[8,9,22,63,75,81],equat:[7,8,9,10,67,75],equilibrium:95,equip:[66,71],equival:[8,18,20,39,62,92],error:[6,7,8,9,18,19,26,33,60,65,74,75,79,81,84,96,97],error_clipping_threshold:6,especi:[2,9,72],essenc:18,essenti:[8,18,31,66,76],estat:65,estim:[8,18,47,54],eta:85,etc:[7,13,20,47,52,53,60,67,79,80,83,84,92],etcd:[13,17,22,26,27,29],etcd_addr:27,etcd_endpoint:13,eth0:84,eval:[7,20,36,55,56,97],evalu:[1,8,16,17,29,31,38,50,53,55,78,97],evaluate_difficult:7,evalut:65,even:[18,34,51,52,72,73,78,81],evenli:[27,84],event:85,event_handl:[17,18],eventu:63,everi:[1,2,7,8,9,13,18,22,26,27,29,37,38,40,51,54,60,62,71,73,74,75,76,79,81,97],everyon:73,everyth:[36,53,54,65,89],everywher:72,evid:48,exactli:[2,8,9,67,84],exampl:[1,2,7,8,9,13,14,15,17,20,30,33,35,36,37,38,40,44,45,48,49,51,52,54,56,57,58,61,63,65,66,67,71,72,73,74,75,76,78,79,80,81,83,84,85,90,96,97],exceed:8,except:[2,8,14,29,37,63,83,94],exchang:48,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exec:[67,81],execut:[21,22,26,30,31,36,38,55,57,72,74,78,84],executioncontext:[75,76],executor:[34,36,46,49],exist:[18,20,22,33,45,51,52,55,57,62,63,72,74,76,81,84],exit:[27,33,81,85],expand:[45,74],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,78],experi:[41,83],experienc:73,expert:21,expir:22,explain:[2,7,22,35,37,73,79,95],explan:[8,19,30,53,60,66,97],explanatori:[65,67],explicit:[63,74],explicitli:[2,18,55,75,76],explor:[8,45,58],exponenti:5,expos:[28,41,63,67,84],express:[18,38,54,75,84],ext:8,extend:[7,47,54,63],extens:[29,45,54,75,89],extent:43,extern:[2,21,42,43,56],external_librari:21,extra:[6,8,9,53,58,65,92],extra_lay:17,extraattr:[6,83],extraattribut:8,extract:[7,8,48,53,75,84],extract_fea_c:96,extract_fea_pi:96,extract_para:94,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,78],extremli:1,f120da72:85,f7e3:84,fa0wx:85,face:[21,58],facotr:8,fact:[49,51,96],factor:[6,8,10],factori:42,fail:[2,22,26,45,55,75,81,83,85],failur:[22,27,75],fake:[36,95],fake_imag:52,faked_imag:36,fall:[34,50],falloc:32,fals:[2,6,7,8,9,10,13,19,20,39,44,49,50,52,61,64,65,71,74,75,79,81,83,85,94,97],false_block:[20,39,49],false_label:52,false_read:52,familiar:[2,65],fanscin:2,fantast:97,far:63,fascinatingli:1,fast:[8,26,45,78],faster:[8,9,22,71,78],fastli:73,fault:[17,26,56],favorit:72,favourit:67,fbd1f2bb71f4:85,fc1:[38,55,74,83],fc1_bia:38,fc1_weight:38,fc2:[38,55,83],fc3:[38,83],fc4:83,fc8a365:84,fc8a:84,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[51,62,65,74,83,97],fc_layer_nam:9,fc_mat:17,fc_op:62,fc_out:20,fc_output:62,fc_param_attr:9,fc_without_b:20,fclayer:74,fcop:35,fea:96,fea_output:96,feasibl:47,featur:[2,5,8,13,14,34,38,73,81,97],feed:[9,17,18,37,44,53,55,58,65],feed_dict:[36,55],feeder:13,feel:73,festiv:2,fetch:[14,22,25,50,53,71,74],fetch_op:50,few:[2,21,22,47,52,61,67,72],fewer:[8,51],fg0:8,field1:17,field2:17,field:[8,17,20,38,40,41,50,57,61,62,78,84],fifth:37,figur:[18,21,36,44,51,54,71,74,78,94,95,96],file:[1,2,4,7,8,13,14,15,17,18,21,22,24,26,27,29,30,32,33,38,41,43,52,53,56,64,65,66,67,71,72,73,74,75,76,79,81,89,90,92,94,96],file_list:2,file_nam:[2,65,96,97],filenam:[2,15,24,51],fileoffset:32,filer:8,filesystem:[29,30,32,53,67,84],fill:[8,22,26,51,84,97],fill_zero_grad:56,filter:[8,9,96],filter_s:[8,9],filter_size_i:8,find:[8,20,22,29,34,38,45,60,67,78,79,89],find_var:19,findop:20,findvar:[20,60],fine:[6,26,35],fingerprint:84,finish:[2,22,26,29,30,62,67,79,84,85],finit:74,first:[2,8,17,18,20,22,26,29,30,33,36,37,38,44,45,49,50,51,53,56,61,62,63,65,67,71,72,73,74,75,76,78,81,83,84,92,94,95,96,97],first_seq:71,firstli:[7,8],firstn:13,firstseen:85,fit:[1,14,34,41,45,56],five:[49,78,97],fix:[2,6,42,53,73],flag:[14,73,75,81,95],flatten0:38,flatten:[38,49,51,76],flexiabl:52,flexibl:[1,8,9,18,27,37,44,45,47,53,63,71],flip:15,flist:79,float16_t:34,float32:[4,13,34,35,36,51,52,65,75,95,96],float_to_half_rn:34,floor:8,flow:[20,44,59],fly:[65,97],fnt03:84,focu:[2,38,78],focus:75,folder:[21,24,30,33,66,84],follow:[1,2,7,8,9,10,13,15,17,18,19,20,21,22,26,30,34,35,36,37,38,39,40,44,45,47,49,50,51,52,54,56,57,58,60,61,62,63,66,67,71,72,73,74,75,76,78,79,83,84,85,86,87,89,90,92,94,95,96,97],fool:95,forbid:18,forc:51,force_load:42,forest:20,forget:[10,18],fork:[8,73],form:[1,2,8,9,78],format:[1,2,7,14,15,17,19,26,34,45,63,65,73,74,75,76,79,81,84,94],former:[18,21,47],formula:[8,9,10,19],formular:8,forth:36,forward:[5,8,9,19,20,25,27,36,41,46,48,49,56,57,58,61,71,74,83,95],forward_op:19,forwardactiv:74,forwardbackward:17,forwardtest:4,found:[2,4,8,34,49,58,60,66,71,79,90,95,97],four:[2,7,37,94,96,97],foward:50,fp16:[34,56,64],fp32:[56,64],fp64:64,fpga:55,frame:[7,56,63],framework:[18,20,34,38,47,49,56,58,60,62,73,74,75,79,96,97],free:[14,73,92],frequenc:[14,78,94,97],frequent:[26,52,56,58,79,89],fresh:[29,55],friend:60,friendli:36,from:[2,4,7,8,9,13,14,15,17,19,20,21,22,24,25,26,27,33,34,35,36,37,38,39,44,45,46,48,49,51,52,53,54,55,56,57,60,63,65,67,71,73,74,75,76,77,78,79,81,83,84,85,89,92,94,95,96,97],from_no_sequ:8,from_sequ:8,from_tar:17,fromfil:[52,65,96],front:38,fulfil:78,full:[8,22,29,44,47,67,71,74,92],full_matrix_project:[9,71],fulli:[53,54,65,74,78,92,95,96,97],fullmatrixproject:8,fullsiz:25,fully_matrix_project:9,fullyconnect:[38,51,94],fullyconnectedlay:74,func:[13,26,57],funciton:9,functor:[35,38],fundament:[34,54,56,65],further:[8,62,92],furthermor:55,futur:[8,29,34,53,56,89,93],fvs:62,fwd_op:57,g_b0:36,g_b1:36,g_b2:36,g_block:36,g_h0:36,g_h0_bn:36,g_h0_relu:36,g_h1:36,g_h1_bn:36,g_h1_relu:36,g_h2:36,g_im:36,g_loss:36,g_optim:36,g_program:51,g_step:36,g_w0:36,g_w1:36,g_w2:36,gain:8,game:95,gamma:96,gan:18,gan_train:95,gangliao:21,gap:81,gate:[8,9],gate_act:[8,9],gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,48,74,75],gauss:6,gaussian:95,gaussian_normal_random:36,gcc:[34,42,56,66,67,72,89,90],gcreators_:62,gen:8,gen_conf:95,gen_train:95,gen_training_machin:95,gender:14,gendrated_id:45,gener:[1,2,4,7,8,9,13,17,18,19,20,21,22,24,26,27,29,35,40,47,49,50,51,52,53,54,56,57,61,62,63,65,66,67,73,75,78,79,81,83,84,89,90,94,96,97],generated_id:45,generated_scor:45,generated_word_embed:8,generatedinput:[8,71],generator_conf:95,generator_machin:95,generator_train:95,genert:2,geq:8,gereat:7,get:[2,7,8,14,17,19,20,21,22,26,27,29,30,32,36,38,44,45,51,55,56,57,60,62,63,65,66,71,73,74,75,78,79,84,88,96,97],get_all_op_proto:62,get_block:51,get_cloud_job:55,get_config_arg:[83,97],get_data:[85,97],get_dict:14,get_dim:19,get_embed:14,get_float_el:19,get_grad:17,get_input_lay:74,get_mnist_data:95,get_model:96,get_movie_title_dict:14,get_nois:95,get_numeric_gradi:19,get_numerical_gradi:19,get_output:19,get_shap:17,get_symbol:38,get_tensor:19,get_training_loss:95,get_vari:20,get_word_dict:14,getbatchs:74,geteigendevic:76,getenv:[18,30,79],getinfervartyp:40,getinput:74,getinputgrad:74,getinputvalu:74,getkerneltyp:34,getlayeroutput:17,getmat:25,getoptconfig:25,getoutputgrad:74,getoutputvalu:74,getparam:25,getparameterconfig:25,getparameterptr:74,getparameterspars:25,getparametersremot:25,getplac:[75,76],getsiz:74,getslotvalu:95,gettask:26,gettempl:84,gettranspos:74,getw:74,getweight:74,getwgrad:74,gfortran:66,gist:9,git:[59,66,67,72,73,89,90],github:[9,21,36,66,67,72,73,89,90,96],give:[2,22,44,51,56,65,67,72,73,74,78,84,97],given:[2,8,13,17,27,29,35,36,45,52,54,55,58,63,74,81,95,97],glibc:[89,90],glide:21,global:[2,6,18,20,21,22,38,48,55,56,60,62,72,78,81,84],global_block:51,global_learning_r:6,globalstat:78,globalstatinfo:78,globe:2,glog:73,glog_v:73,glog_vmodul:73,gnueabihf:90,go1:66,go_librari:21,go_test:21,goal:[34,37,56,78],gob:26,godep:21,godoc:42,goe:[8,9,22,39,60,65],going:[35,47,79,92,97],golang:[21,66],good:[8,36,47,52,58,78,92],goodfellow13:8,googl:[18,56,73,79,89],googleapi:[66,84],gopath:66,goroot:66,got:60,gpg2:84,gpg:84,gprotos_:62,gpu:[1,2,6,8,11,19,30,34,47,48,53,55,56,58,59,66,72,75,76,77,79,92,95,96],gpu_id:[81,83,95],gpu_per_train:[53,55],gpugpu_id:80,gpukernel:56,gpuplac:75,grab:22,grad:[19,27,61,81],grad_op_class:56,grad_op_maker_:57,grad_op_typ:[56,57],grad_op_type_:57,grad_share_block_num:[80,81],grad_var_nam:19,gradient:[6,7,8,10,17,22,26,37,40,46,47,48,56,61,75,79,81,97],gradient_check:75,gradient_clipping_threshold:[6,97],gradient_evalu:7,gradient_flat:19,gradient_machin:[17,43],gradientcheck:75,gradientmachin:[4,17,43,48,95],gradientmachine_:25,gradopdescmak:[40,57],gradopdescmakerbas:57,gradopmak:57,gradual:[65,78],grai:15,grain:35,gram:94,grandient:17,grant:84,graph:[8,17,20,21,22,31,36,44,47,49,53,55,64,76,94],graphviz:96,grayscal:2,great:[54,92],greater:[8,47,79],greaterthan:62,green:36,grep:[67,79],groudtruth:71,ground:[7,8,97],group:[9,26,38,92],group_input1:71,group_input2:71,group_input:71,grouplen:14,grow:73,grpc:92,gru:[8,45,71,97],gru_bias_attr:9,gru_decod:71,gru_decoder_with_attent:71,gru_encoder_decod:94,gru_layer_attr:9,gru_memori:9,gru_out:45,gru_siz:97,gru_step:[45,71],gru_step_lay:9,grumemori:[9,71],gserver:[8,74],gsizex:78,guarante:[51,74],guard:25,guess:65,guest:72,gui:78,guid:[32,56,68,71,73,74,78,84,85,94],guidenc:65,gzip:[26,85],h0_bn:36,h_prev:20,hack:68,had:72,hadoop:18,half:[34,84],half_to_float:34,hand:[56,76,79],handi:21,handl:[13,18,30,38,48,52,53,55,60,63],handler:[17,20],handwrit:2,happen:[26,62],hard:[45,53,54,63,72,84,97],hardwar:[67,72,78],has:[2,4,7,8,9,14,18,19,20,21,22,26,27,29,34,36,38,41,45,49,53,54,55,56,61,62,67,71,72,73,74,75,78,84,85,92,94,97],has_kei:17,hasdependentvar:50,have:[1,2,4,8,9,13,18,19,20,21,22,26,27,29,30,35,36,37,41,44,45,47,48,49,51,52,53,54,55,56,57,60,61,64,65,66,67,71,72,74,75,78,79,81,83,84,90,92,94,97],haven:72,hdf:[1,24],head:[73,75,79,94],header:[27,41,43,56,65,74,89,90,94,96],headip:79,heard:72,heavi:79,height:[8,13,15,20,42,52,74,75],height_:61,held:22,hello:18,help:[2,4,20,33,38,45,56,63,72,73,79],helper:[8,53,57,63,74],henc:[47,51,57,58,60],here:[2,4,6,7,8,9,13,18,21,22,28,33,37,38,52,58,62,65,66,71,73,75,79,80,83,84,85,90,92,94,96,97],heterogen:[53,54],heurist:[8,45,54,81],hidden:[8,9,46,53,71,84,97],hidden_out:20,hidden_s:9,hierarch:[8,49,51,56,71],hierarchi:56,high:[6,34,74,79,92,95],higher:[1,35,63,73],highest:[13,20],highli:[1,2,14,63,71,83],him:18,hint:[54,65],his:55,histor:35,histori:10,hl_get_sync_flag:74,hold:[18,22,26,28,34,36,38,40,53,55,60,62,76,84],holder_:76,home:[24,33,53,55,66,79,84,85],honor:26,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,96],host:[21,30,66,67,84,85,89,90],host_c:[89,90],hostfil:79,hostnam:84,hostpath:85,hostport:84,hour:72,hourli:73,hous:[2,14,65,94],how:[1,2,6,8,18,20,22,26,33,35,38,45,48,58,62,65,71,72,79,81,84,85,88,90,96,97],howev:[2,8,9,19,29,47,48,51,52,53,57,58,61,62,65,71,80,81,84],howto:79,hpp:42,html:[14,67],htod:78,http:[8,9,14,21,30,36,66,67,72,73,84,85,89,90,92,95,96],huber:8,huge:[8,47],human:8,hwc:15,hyper:[8,36,74],hyperparamet:58,hyperplan:13,i1117:78,iOS:90,iamfullaccess:84,iamusersshkei:84,ics:14,id_input:7,id_rsa:79,idea:[8,21,47,52,58],ident:[8,57,65,67,75,84],identifi:[39,74],identityoffsetproject:8,identityproject:8,ids:[7,8,45,74,97],idx:[26,36,74],ies:33,ifels:[20,49],ifelseop:49,ight:8,ignor:[2,8,81,94],illustr:[2,7,22,27,35,44,53,55,71,74,78,97],ilsvrc:96,im_siz:36,imag:[2,11,12,13,14,18,36,37,45,46,49,52,55,65,68,72,73,83,84,86,87,92,95,96],image_a:52,image_b:52,image_fil:52,image_lay:52,image_list_provid:96,image_nam:18,image_path:52,image_reader_cr:52,image_s:96,imagenet:[8,24],imagepullpolici:84,imageri:8,images_reader_cr:52,imagin:37,img2label:15,img:[2,8,9,53],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:78,imgsizei:78,imgsizex:78,imikolov:79,immedi:[47,58,84],immutable_paramet:18,imperfect:56,implement:[2,8,9,13,20,26,27,28,29,30,35,38,39,40,42,43,45,48,50,53,54,60,62,63,71,97],implemet:25,impli:21,implicit:55,imposs:[45,92],improv:[8,54,56,78,84],inarg:25,inbound:84,includ:[1,2,7,8,9,14,15,18,20,21,27,30,34,36,38,42,43,44,45,49,51,53,56,62,66,67,71,72,74,75,78,79,81,84,85,89,90,94,97],inclus:45,incorpor:8,incorrect:8,increas:[22,26,34,79,81],increment:[37,81],incupd:74,inde:[13,52,67],independ:[8,19,27,55,60,92,97],index:[2,7,8,11,13,14,17,19,20,22,26,49,51,63,84],indexslot:8,indic:[2,7,8,20,27,36,44,49,57,61,63,65,79,84,89],indice_map:63,indices_map:63,individu:[22,65,84],industri:[22,41,92],ineffici:48,infer:[0,15,18,20,22,39,40,42,50,51,55,56,61,66,90],infer_shap:51,infer_var_type_:40,inferfac:40,inferior:29,infernec:90,infershap:[20,51,56,75,76],infershapecontext:[75,76],infervartypefn:40,info:[7,8,14,34,44,74,79,92],inform:[4,8,14,17,20,30,33,38,41,44,51,53,58,60,61,73,74,75,76,78,81,84,89],infrastructur:[84,95],ingor:81,inherit:[20,46,56,75],ininst:18,init:[6,17,20,36,44,45,53,74,79,83,84,95,97],init_attr:51,init_from_tar:17,init_hook:97,init_model_path:[80,81,83,94,97],initi:[2,4,6,8,9,14,17,21,26,37,44,47,51,53,54,58,62,63,71,74,75,81,94,95,97],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:51,initpaddl:[4,95],initrd:92,inlcud:9,inlin:[76,84],inner:74,inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:76,input1:[8,9,76],input2:8,input:[2,4,5,7,8,9,11,13,15,17,19,20,25,29,34,35,36,37,38,40,44,45,47,48,50,51,52,53,54,55,56,57,60,62,63,65,71,73,74,75,76,79,83,94,95,96,97],input_conf:8,input_data:74,input_data_target:74,input_featur:5,input_fil:65,input_hassub_sequence_data:74,input_id:8,input_imag:9,input_index:74,input_label:74,input_lay:74,input_loc:8,input_nam:18,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:63,input_seq:8,input_sequence_data:74,input_sequence_label:74,input_sparse_float_value_data:74,input_sparse_non_value_data:74,input_t:74,input_to_check:19,input_typ:[65,97],input_valu:19,input_var:[19,51],inputbuff:25,inputdef:74,inputgradi:57,inputlayers_:74,inputs_to_check:19,inputtyp:[2,13],insert:[50,56,57,73],insid:[7,8,9,22,48,52,54,56,57,67,84],inspir:94,instal:[8,30,59,67,69,72,73,79,85,96],install_android:89,instanc:[8,19,20,22,24,28,31,39,44,45,47,51,53,56,57,71,74,76,78,81],instance_ip:84,instanti:[22,31],instead:[8,9,11,21,25,30,37,38,52,53,67,72,73,97],instrins:34,instruct:[20,37,67,72,78,89,97],int16:64,int32:[49,63,64,81],int64:[32,61,64],integ:[2,7,8,13,26,30,34,42,45,74,97],integer_valu:[2,13,97],integer_value_sequ:[2,13,45,71,97],integr:[7,66,92],intellig:31,inter:[8,53],interact:[67,84],intercept:8,interchang:[37,56],interest:[34,78],interfac:[0,4,6,8,9,17,20,26,30,33,38,48,56,57,75,76,84,92],interg:97,intergr:8,intermedi:[33,36,46,53,72,89,90],intern:[8,9,17,34,79,84],internet:[21,22,92],interpret:[2,7,66,78],interv:8,inth:76,intrins:[34,66,90],introduc:[2,8,15,20,22,36,41,58,60,62,75,79,85],introduct:[3,95],introductori:72,intuit:[29,56],invalid:[52,60],invoc:[21,35,56],invok:[2,8,17,48,51,53,54,56,57,62,72,73,78,84],involv:[75,95],iob:7,ioe:7,ips:84,ipt:[8,51,62,71],ipx:92,ipython:18,is_color:15,is_discriminator_train:95,is_gener:[94,95],is_generator_train:95,is_loc:17,is_predict:97,is_seq:[8,71],is_stat:6,is_target:50,is_tensor:62,is_test:96,is_traget:50,is_train:[2,15],isn:78,isol:67,isspars:74,issu:[21,36,55,66,67,72,73,78],item:[8,13,17,29,34,52,92],iter:[8,9,10,13,17,18,22,47,52,53,63],iter_multiple_input_and_param:51,its:[2,8,9,17,18,19,20,22,26,36,37,38,40,41,44,45,47,48,50,51,56,57,60,61,62,74,75,76,78,79,81,84,94,95,97],itself:[22,29,47,60],ivs:62,java:[20,42,49,56],jeremi:78,jmlr:8,job:[4,14,29,53,55,56,80,81,83,96,97],job_dispatch_packag:79,job_id:14,job_mod:94,job_nam:[30,84],job_namespac:84,job_path:84,job_workspac:79,jobpath:84,jobport0:84,jobport1:84,jobport2:84,jobport3:84,jobserv:30,join:22,joint:94,jointli:9,journei:67,jpg:[15,96],json:[38,84,85],jth:9,juditski:47,jupyt:[30,67],just:[2,5,7,8,9,14,21,26,27,36,40,44,47,48,51,53,56,57,58,60,61,65,72,73,79,83,84,89,94],jx4xr:84,jypyt:18,k8s:92,k8s_data:84,k8s_job:18,k8s_token:18,k8s_train:84,k8s_user:18,kafka:24,kaim:8,kaimingh:96,kebilinearinterpbw:78,kebilinearinterpfw:78,keep:[2,8,13,15,22,37,45,47,51,60,62,73,92],keep_top_k:8,kei:[2,14,15,17,19,20,22,24,26,32,34,56,57,62,63,72,73,75,78],kept:[8,51],kera:58,kernel:[8,19,34,47,58,61,75,76,78,97],key1:81,key2:81,key_pair_nam:84,keyid:84,keymetadata:84,keypair:84,keyserv:84,keystat:84,keyusag:84,keyword:[2,51],kill:[22,84],kind:[1,2,18,19,22,28,37,46,53,64,65,84,85,95,97],kms:84,know:[2,18,26,41,65,73,74,78,79,84,89],known:[20,35,44,95],kriz:14,kselectedrow:61,ksimonyan:9,kube_cluster_tl:18,kube_ctrl_start_job:18,kube_list_containers_in_job_and_return_current_containers_rank:18,kubeconfig:84,kubectl:[79,85],kuberent:[22,84],kubernet:[18,22,56,77,86,87,92],kubernetes_service_host:18,kwarg:[2,9,10,13,38,51,62,97],l1_rate:6,l1_regularization_op:58,l2_rate:6,l2_regularization_op:58,l2regular:97,l93:25,label:[2,4,7,8,13,14,15,17,36,37,38,46,49,52,53,54,55,65,85,95,96,97],label_dim:[8,97],label_fil:52,label_lay:52,label_path:52,lag:81,lake:2,lambdacost:8,lambdarank:8,lan:79,languag:[8,14,37,56,60,83,94],larg:[11,14,41,47,53,54,73],larger:[2,6,7,8],larger_than:[20,39,49],last:[7,8,9,44,49,65,71,81,97],last_seq:45,last_time_step_output:8,lastseen:85,latenc:[8,34,53,79,84],later:[21,56,58,66,75,76,84,93,97],latest:[8,20,21,22,29,67,85],latter:[47,63],launch:[81,84],launcher:18,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,17,20,25,36,37,39,46,47,49,52,53,54,56,58,62,63,65,71,77,80,81,94,95,96,97],layer_0:74,layer_attr:[8,71,83],layer_num:[83,96],layer_s:8,layer_typ:8,layerbas:74,layerconfig:74,layergradutil:74,layerhelp:51,layermap:74,layeroutout:8,layeroutput:9,layout:15,lazi:[47,58],lbl:7,ld_library_path:66,lead:78,leaki:36,learing_r:46,learn:[6,7,8,9,10,14,18,27,29,36,37,45,47,52,53,54,55,56,58,65,67,69,71,72,74,75,78,93,96,97],learnabl:17,learning_method:[65,94,97],learning_r:[6,27,53,65,94,97],leas:22,least:[7,8,22,66,89],leav:[2,20,84],lecun:14,left:[8,20,65,76,96],left_right_flip:15,legal:62,len:[2,8,27,32,51,74,97],length:[8,9,13,14,15,27,34,41,44,45,56,63,71,81,85],leq:8,less:[8,18,92],less_than:18,let02:85,let:[4,7,8,18,20,29,35,37,44,45,46,57,65,75,84],level:[6,8,34,35,38,41,44,45,63,64,73,79,81,89,95],lgtest:21,lgtest_main:21,lib64:[66,81],lib:[43,79,89,90],libapi:21,libari:43,libcudnn:66,libpaddl:[42,43,56],libpaddle_capi:43,libpaddle_gserv:43,libpaddle_math:43,libpython:66,librari:[8,21,28,43,53,66,67,75,79,81,90],life:22,lifecycl:92,lifetim:60,lightweight:35,like:[2,7,8,14,20,21,22,25,30,35,36,37,38,40,47,51,52,53,56,57,58,60,61,63,65,66,71,72,73,78,79,80,83,84,89,90,92,94,96,97],limit:[8,13,41,45,56,58,78,81],linaro:90,line:[1,2,4,7,13,21,25,30,33,37,47,49,51,56,58,65,72,73,77,78,83,84,94,96],linear:[8,45],linearactiv:65,link1:34,link2:34,link:[8,9,21,32,33,60,66,75,84,92,97],linux:[32,66,67,72,73,84,90],linux_x86_64:59,lipeng:94,list:[1,2,7,8,9,13,15,17,18,20,21,26,30,31,33,36,46,48,51,55,57,60,63,65,67,71,72,74,75,79,81,83,84,90,96,97],listdir:79,listen:[22,79,81],littl:[1,2,27,41,81,97],live:[67,75],load:[1,2,4,8,15,18,22,36,51,53,65,75,81,84,96],load_and_transform:15,load_featur:96,load_feature_c:96,load_feature_pi:96,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[80,81,83,94],load_mnist:36,load_uniform_data:95,loadparamet:4,loadsave_parameters_in_pserv:[25,80,81],loc:7,local:[6,17,19,20,22,28,29,37,44,49,51,56,66,67,72,73,79,80,81,85],local_scop:19,localhost:67,localpath:33,locat:[8,17,21,63,71,74,79,90,97],lock:[21,22,26,27,54],lod:[41,44,61,63,64],lod_desc:[61,64],lod_expand:45,lod_level:[51,61,64],lod_tensor:[44,61,64],lodtensor:[40,41,56,64],lodtensordesc:[41,61],log:[2,26,33,36,53,74,79,81,84,85,90],log_barrier_abstract:81,log_barrier_lowest_nod:[80,81],log_barrier_show_log:[80,81],log_clip:[80,81],log_error_clip:[80,81],log_period:[81,83,85,95,97],log_period_serv:[80,81],logarithm:5,logger:2,logic:[2,29,36,40,46,48,53,54,60,63,75],login:[67,79],logit:36,longer:[22,53],look:[2,7,20,30,37,47,51,53,57,58,65,79,80,84,85,95,97],lookahead:8,lookup:[40,45,97],loop:[19,20,52,60],loop_var:63,loss:[8,36,38,46,47,58,74,95,97],lot:[45,47,51,53,58,79,80,92],low:[8,46,63],low_rnn:44,lower:[8,34,44,45,73,79],lower_level_rnn:44,lowest:81,lpaddle_capi_shar:43,lpaddle_capi_whol:43,lrelu:36,lstm:[8,71,85,97],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:97,lstm_step:9,lstmemori:[9,71],lstmemory_group:8,ltr:8,lucki:65,mac:[43,66,67,72,73,89],machin:[8,9,14,17,36,47,53,54,58,65,72,74,79,80,81,83,84,85,90,92,97],machine_transl:71,maco:72,macro:[35,57,75],made:[2,22,27,65,71],mai:[2,8,9,19,20,34,52,53,54,55,56,60,67,76,78,79,84,90],main:[2,4,38,49,56,79,84],mainli:[28,75,81],maintain:[8,20,26,47,51,56,84,93],majel:21,major:[53,67,89,95,96],make:[2,7,8,18,20,21,22,26,27,29,34,37,44,45,47,48,51,52,53,56,58,63,66,67,72,73,74,75,78,79,84,89,90,92,97],make_ddim:76,make_function_oper:35,make_vari:62,maker:[56,57],malloc:74,man:32,manag:[17,22,27,28,33,53,60],mandarin:8,mani:[8,9,15,21,26,36,45,48,51,56,57,60,61,62,63,65,67,72,81,97],manili:38,manipul:[51,57,79],manner:[8,47,58],manual:[46,47,53,57,67,79,89,92],manylinux1_x86_64:59,map:[2,7,8,13,17,18,20,26,51,57,60,62,63,72,81,92,96],map_fn:63,map_read:13,mapper:13,mapreduc:[18,79],mark:[2,36,37,44,45,54,60,71,92],market:[34,65],mask:[6,8],master:[18,29,56,59,81,90],mastermind:21,mat:[42,43],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:[8,21,78],matchbox:92,math:[9,42,56,73,74,75,78],mathemat:58,matirx:8,matmul:[20,38,44,63,75],matric:[4,71,74],matrix:[7,8,9,13,17,25,42,43,74,75,80,83,96],matrixptr:74,matrixtyp:43,matter:2,mattyp:25,matur:79,max:[2,6,8,13,14,19,51,78,81,83,97],max_diff:19,max_id:[8,17,97],max_job_id:14,max_length:[8,45,71],max_movie_id:14,max_relative_error:[19,75],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,97],maxid_evalu:7,maxid_lay:97,maxim:8,maximum:[7,8,14,20,27,71,75,78,81,97],maxinum:11,maxpool:8,mayb:[8,20],md5:[14,23],mean:[2,6,7,8,9,10,11,13,15,17,21,31,38,44,45,50,52,53,60,65,71,72,75,78,81,83,84,92,94,95,96,97],mean_meta:96,mean_meta_224:96,mean_valu:96,mean_var_nam:8,meant:63,measur:[65,78],mechan:[8,9,28,51,57,71,84],meke:45,mem:[8,20,30,45],mem_per_p:55,mem_per_train:55,member:[8,14,18,37,38,48,51,60,75],memcpi:[48,78],memori:[1,2,9,20,25,26,30,34,41,45,47,56,71,72,73,74,76,78,81,83,85,97],memory_boot:9,memory_nam:8,memory_test:72,memory_threshold_on_load_data:81,mention:[21,26,47,54,72],mere:9,merg:[8,27,29,44,48,73,81,94],mergedict:94,messag:[20,37,41,49,50,51,56,57,61,64,65,73,81,85],meta:[96,97],metaclass:75,metadata:[32,84,85],metal:92,metaphor:37,metaplotlib:18,method:[2,8,10,17,19,20,29,34,36,37,38,46,51,54,56,60,61,63,67,74,75,76,78,81,83,97],methodolog:47,microarchitectur:34,might:[8,20,21,49,54,67,72,73,74,84,89],mileag:78,million:[14,83],min:[6,8,51,78,83,84],min_block:20,min_count:54,min_desc:20,min_pool_s:2,min_word_freq:14,mini:[2,8,13,17,20,22,39,44],mini_batch:52,minibatch:[8,20,37,39,49],minim:[2,20,36,46,54,56,65,81,89,90],minimum:[8,89],minimun:81,minsizerel:[89,90],minst:2,minu:57,minus_grad:57,minusgradop:57,minusop:57,minusopgradmak:57,minusopprotoandcheckermak:57,minut:[22,29,72,84],mirror:[21,67],mislead:27,miss:[36,81,94],mit:84,mix:[9,63,71],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mkdir:[33,66,67,79,84],mkl:[56,66],mkl_path:66,mkl_root:66,mkldnn:8,mkldnn_batch_norm:8,mlp:38,mnist:[2,4,24,36,37,49,52,53,55,56],mnist_provid:2,mnist_random_image_batch_read:52,mnist_train:[2,52],mnist_train_batch_read:52,mobil:[34,56,88],mod:79,mode:[8,17,34,73,81,95,96],model:[0,1,4,8,9,14,17,20,22,23,37,46,47,53,54,55,56,58,63,73,74,77,81,84,93],model_config:[4,95],model_list:[81,83],model_path:83,model_zoo:[94,96],modifi:[4,8,34,38,53,58,71,74,75,79,84],modul:[1,2,4,9,14,17,35,36,45,63,65,66,75,96,97],modular:45,modulo:8,momentum:[6,60,65,97],momentumoptim:65,mon:85,monitor:97,mono:8,month:[21,97],more:[1,2,4,7,8,9,13,18,19,21,22,26,29,30,33,34,35,37,44,45,46,51,52,53,54,56,58,63,65,67,71,72,74,75,76,78,79,83,85,90,92,97],morin:8,most:[2,4,8,13,17,18,21,29,37,38,45,47,52,53,58,65,71,74,78,80,92],mostli:[34,92],motiv:56,mount:[30,67,79,84,85],mountpath:[84,85],move:[8,22,26,33,47,78,84,92],movement:78,movi:[2,14],movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:79,mpirun:79,mse:[37,46,49],much:[8,22,46,52,58,63,78],mul:[35,51,55,74,75],mul_grad:75,mul_op:75,mul_result:51,mulgradkernel:75,mulkernel:75,mulop:[35,75],mulopgrad:75,mulopmak:75,multi:[8,48,74,79,80,81,92,96],multi_binary_label_cross_entropi:8,multi_crop:96,multigradientmachin:48,multinomi:8,multipl:[7,8,9,13,17,18,19,26,27,29,35,53,54,55,56,64,67,71,74,75,79,81,83,84,95,97],multiple_input:51,multiple_param_attr:51,multipli:[7,8,74],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,27,41,50,51,52,56,62,66,67,71,74,75,76,79,81,83,84,89,90],mutabl:76,mutable_data:[75,76],mutuable_data:76,mxnet:20,my_cluster_nam:84,my_external_dns_nam:84,my_lib:79,mypaddl:85,name:[2,6,7,8,9,11,15,17,18,19,20,22,24,25,27,30,35,38,41,43,45,49,51,55,56,59,61,62,63,64,65,67,71,72,74,75,78,79,81,83,85,86,87,92,94,95,96,97],name_prefix:24,namespac:[20,39,42,51,67,74,75,85],nativ:[8,34,73],natur:[26,29,45,54,63,83],ncelm:8,nchw:8,ndarrai:[15,17,24],ndcg:8,ndcg_num:8,ndk:89,nearest:[34,97],nearli:19,necess:63,necessari:[2,8,20,27,29,41,45,48,51,62,63,66,74,79,97],necessarili:74,need:[2,7,8,9,13,18,19,21,25,26,27,29,30,33,35,36,45,46,47,48,50,51,53,54,55,56,57,58,60,61,62,63,65,66,67,71,74,75,76,79,80,81,83,84,85,89,90,92,95,96,97],neg:[2,7,8,97],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:97,neon:[34,89,90],ner:7,nerual:53,nest:[2,8,13,20,49],net:[8,9,20,36,44,60],net_diagram:96,netop:[20,56],network:[1,2,4,6,7,8,13,16,17,18,19,20,22,25,36,38,44,46,47,52,53,54,58,60,62,64,65,67,74,75,76,78,79,81,92,94],network_config:83,networkadministr:84,neural:[2,4,8,9,13,17,18,20,22,38,47,53,58,60,64,65,76,78,79,81,94,95,96],neuralnetwork:48,neuron:[4,74,97],never:[13,52,60,84,85],new_block_idx:51,new_stat:44,newblock:51,newer:89,newest:27,newli:92,newop:20,newopdesc:51,newprogram:51,newremot:53,newvardesc:51,next:[8,14,22,28,45,63,71,74,75,78,81,84,85],nfs4:84,nfs:84,nfsver:84,nginx:67,ngram:14,nic:[80,81],nil:26,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:74,no_cach:2,no_grad_set:[19,75],no_sequ:[2,8],noavx:67,node1ip:79,node2ip:79,node3ip:79,node:[8,21,29,38,45,53,54,55,56,64,72,74,79,81,84,85,92],node_0:84,node_1:84,node_2:84,node_id:79,nodeattr:38,nodeentri:38,nodefil:79,nodesep:38,nohup:79,nois:[8,22,36,79,95],noise_dim:95,noisi:[8,36],non:[8,22,34,61,74,75,81,84],none:[1,2,4,6,7,8,9,10,11,15,17,18,19,20,36,38,39,44,45,46,49,51,55,62,63,65,71,96,97],nonlinear:74,nor:72,norm:[9,36,95],norm_by_tim:8,normal:[2,4,8,9,14,47,71,74,79,81,85,94,95,96],normzal:96,notat:8,note:[2,4,6,8,9,11,15,17,18,20,25,26,30,41,52,56,66,67,75,76,78,79,81,83,84,94],notebook:[30,67],noth:[5,17,51,60,72,81],notic:[57,71,73,74],notif:73,notingradi:75,notion:63,notori:19,now:[2,8,13,21,22,36,41,47,54,56,57,58,60,65,67,81,84,95],np_arrai:13,nproc:[66,72],nullptr:[57,60,74],num:[8,9,79,81,97],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,38],num_filt:[8,9],num_gradient_serv:[79,80,81],num_group:8,num_hidden:38,num_input:73,num_neg_sampl:8,num_p:[53,55],num_parameter_serv:18,num_pass:[17,65,80,81,83,85,97],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:61,num_shard:24,num_step:63,num_train:[53,55],number:[2,7,8,9,13,14,15,20,22,24,47,52,54,56,62,63,65,72,74,79,81,84,94,96,97],numchunktyp:7,numdevices_:83,numer:75,numeric_grad:19,numerical_grad:19,numlogicaldevices_:83,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,17,24,34,36,51,52,65,66,75,95,96],numreal:25,numsampl:78,numtagtyp:7,numtimeout:26,nv_:21,nv_gpu:72,nv_librari:21,nv_test:21,nvcc:[21,34,67],nvidia:[34,66,67,72,78,81],obei:7,obj:[2,65,96,97],object:[2,4,6,8,9,13,17,18,25,36,38,42,46,51,55,56,58,60,76,78,95,96,97],observ:[8,65,74,78],obtain:[29,47,97],obvious:21,occupi:34,occur:[14,17],occurr:20,oct:85,odd:8,off:[43,67,72,79,89,90,92],offer:[4,20,55,56,62],offici:[8,21,67,73,84,89],offlin:[22,24,92],offset:[8,25],often:[25,38,73,79,97],ograd:74,old:[19,27,29,45,56,67,81],older:89,omega:58,omit:97,ompi_comm_world_rank:79,on_init:2,on_travisexclud:66,onc:[2,8,22,26,37,47,53,54,67,73,74,84,97],one:[2,5,7,8,9,11,13,17,18,19,20,22,25,26,27,29,30,31,34,35,36,38,40,41,44,45,46,47,48,49,50,51,52,53,55,56,57,60,61,63,65,67,72,73,74,75,79,81,83,84,85,92,94,95,96,97],onehotcrossentropyopkernel:75,ones:[35,36,56,73,75],onli:[1,2,4,7,8,9,11,15,17,18,19,21,25,26,27,28,29,30,33,34,36,37,44,45,46,48,51,53,54,55,56,61,62,63,65,66,71,72,74,75,76,78,80,81,83,84,85,92,94,96,97],onlin:[8,10,22,24,52],only_cpu:19,onto:[53,54,79,84],op_:75,op_check:75,op_class:[56,62],op_desc:[40,50],op_maker_class:[56,62],op_proto:62,op_test_util:75,op_typ:56,opattrcheck:75,opcreat:62,opdesc:[20,37,49,50,51,56,57,62,64],opdescbind:[40,57],opdescbuild:20,open:[2,8,15,18,24,36,52,65,67,73,79,84,96,97],openbla:[66,89],openblas_path:66,openblas_root:66,opencv:15,oper:[8,9,13,15,19,20,31,34,36,37,38,40,44,45,46,50,53,55,58,60,64,67,71,73,74,76,78,81,84,89,94],operator_grad:19,operatorbas:[20,35,56,57,62,75],operatorwithkernel:75,opinfo:[40,56,57],opinfomak:40,opinfomap:57,opkernel:76,opkernelkei:56,opmak:62,opproto:75,opprotoandcheckermak:[57,75],opprotomak:[62,75],opregist:62,opregistri:62,ops:[19,20,21,37,38,47,49,50,51,56,75,92],ops_:20,ops_test:21,opt:[18,46,50,55,62,66],opt_op_list:46,optestmeta:75,optim:[2,6,16,17,19,31,36,47,48,49,53,54,55,56,58,61,65,74,78,79,89,90],optimis:46,optimize_op_attr:51,option:[2,7,8,18,21,36,41,49,50,51,56,61,62,64,65,72,74,79,83,89,92],optmization_op_list:46,opts_np:50,optyp:[40,62],opwithkernel:61,order:[2,8,9,13,15,17,31,37,41,52,58,63,74,79,81,84,85,92,95,96,97],ordereddict:17,oregon:84,org:[7,8,9,14,24,32,36,66,67,95],organ:[7,8],orient:62,origin:[1,2,8,9,13,14,19,36,60,63,73,76,95],other:[2,7,8,9,13,20,22,27,33,34,40,44,47,50,58,60,62,66,67,71,72,73,79,83,84,85,89,90,92,94,95,96,97],otherchunktyp:7,otherwis:[1,8,13,14,15,17,18,22,27,29,36,40,52,71,73,79,83],our:[18,21,36,40,47,53,54,60,63,67,71,72,73,74,84,85,89,94,97],out:[8,17,18,20,21,26,29,38,44,45,51,65,71,75,76,78,79,81,84,85],out_dir:84,out_left:8,out_mem:71,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outlier:8,outlin:82,outout_lay:17,outout_layer1:17,outout_layer2:17,output:[4,5,6,7,9,11,13,17,18,19,20,24,29,33,35,36,37,38,39,40,41,44,45,47,49,50,51,52,53,54,56,57,60,61,62,63,65,71,72,73,74,75,76,78,81,83,85,89,94,95,96,97],output_:[8,74],output_all_step:44,output_dir:96,output_id:8,output_lay:[17,96],output_max_index:11,output_mem:[8,71],output_nam:19,output_num:44,output_path:24,output_seg:63,outputbuff:25,outputgradi:57,outputh:8,outputw:8,outsid:[2,8,9,60],outter_kwarg:2,outupt:63,outv:74,over:[1,8,9,17,18,47,63,73,74,78,97],overal:[36,47,73,92],overfit:58,overhead:78,overlap:[7,8,74],overlap_threshold:[7,8],overload:34,overrid:[20,22,33,55,74,75,76],overview:[26,27,28],overwhelm:73,overwrit:[33,79],own:[27,29,38,40,46,47,53,55,58,62,67,75,79,84,89],owner:[72,73],paam:15,pack:[63,67,89],packag:[2,13,14,26,30,35,45,59,67,73,75,84],pad:[9,97],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_i:8,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,17,18,20,21,22,24,30,33,35,36,39,41,42,43,44,45,48,49,53,55,56,58,62,63,65,66,67,68,71,72,73,74,75,77,78,79,81,83,84,89,92,95,97],paddle_begin_init_param:27,paddle_dir:75,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:[75,76],paddle_error:[42,43],paddle_exampl:30,paddle_finish_init_param:27,paddle_get_param:27,paddle_gradi:27,paddle_init_num_gradient_serv:79,paddle_init_param:27,paddle_init_port:79,paddle_init_ports_num:79,paddle_init_ports_num_for_spars:79,paddle_init_pserv:79,paddle_init_trainer_count:79,paddle_init_trainer_id:79,paddle_init_use_gpu:79,paddle_job:30,paddle_matrix:[42,43],paddle_matrix_cr:43,paddle_matrix_get_shap:42,paddle_matrix_shap:42,paddle_new_etcd_pserver_cli:27,paddle_new_pserver_cli:27,paddle_on_cloud:30,paddle_output:85,paddle_paramet:27,paddle_pserver2:79,paddle_pserver_cli:27,paddle_pserver_client_releas:27,paddle_root:94,paddle_save_model:27,paddle_send_grad:27,paddle_source_root:94,paddle_train:[43,59,79],paddledev:[84,85],paddlepaddl:[1,2,4,8,9,13,14,15,17,21,22,24,27,28,29,30,32,33,35,36,37,39,41,44,45,46,48,51,52,55,56,60,63,64,65,66,71,73,74,75,77,78,86,87,91,92,93,96,97],paddlepadl:2,paddpepaddl:2,page:[73,84],pai:67,pain:55,pair:[7,8,20,37,46,53,56],pakcag:21,palceholder_just_ignore_the_embed:94,paper:[8,36,94,95,96],para:25,paraconvert:94,paradigm:56,paragraph:44,paragraph_data:44,paragraph_out:44,parallel:[53,54,56,72,78,79,81,83,84,85],parallel_nn:[6,80,81],param:[6,8,9,13,19,20,27,48,51,76,79],param_attr:[8,9,25,51,65,71],param_config_proto:27,paramattr:[6,8,65,71],paramet:[1,2,4,7,9,10,11,13,14,15,16,19,20,21,23,25,29,31,33,36,37,38,40,41,44,46,49,52,53,60,62,63,65,73,74,76,77,83,95,97],parameter_attribut:8,parameter_block_s:[80,81],parameter_block_size_for_spars:[80,81],parameter_learning_r:6,parameter_list:46,parameter_nam:[17,18],parameter_serv:18,parameter_valu:25,parameterattribut:[6,8,9,25],parameterclient_:25,parametermap:74,parametermutex_:25,parameters_:74,parameters_and_grad:46,parameterserver2:25,parameterset:18,parameterupdat:48,parameterupdater_:25,parametr:8,params_grad:46,paramt:[84,94],paraphrase_data:94,paraphrase_model:94,paraspars:74,parent:[20,49,51,56,74],parent_:[20,60],parent_idx:51,parenthes:56,pars:[4,14,21,31,38,72,83,84,95],parse_config:[4,95],part:[2,7,8,20,29,41,49,51,65,71,74,78,79,92,95,97],parti:[72,78,89,90],partial:[8,17,95],partial_sum:8,particip:75,participl:94,particular:[37,41,56,78],partit:[22,24,31,53,54,56,79,84],pass:[2,8,17,20,22,36,41,46,47,48,50,51,52,56,58,60,63,65,73,74,78,79,81,84,85,95,97],pass_id:17,pass_idx:52,pass_test:95,passtyp:74,password:79,past:[18,67,84],patch:32,path:[1,2,7,13,14,15,17,22,26,27,30,45,52,65,66,79,81,83,84,85,89,90,94,96,97],pattern:[14,22,42,47,58,65,84],paus:[22,29],pdf:[8,9],pem:[18,24,84],pend:[22,26],peopl:72,pep8:73,per:[7,8,14,15,22,27,47,52,58,75,81,97],perfom:[81,83],perform:[1,8,9,19,27,34,36,48,56,58,65,71,72,74,75,77,79,80,89,90,95,97],period:[1,22,29,55,81,97],permiss:84,peroid:[8,15],persist:[31,61,64,84],persistentvolum:84,persistentvolumeclaim:84,person:[7,18],perspect:[56,78],perturb:[19,74],peter:55,pex:92,pfs:[24,33,55],pfsclient:24,pfspath:33,pgp:84,phase:[47,57,65,92],philosophi:[47,58],photo:36,phrase:45,physic:92,pick:[2,84],pickl:79,pictur:97,piec:[8,9,31,65,76],pil:[15,79],pillow:30,ping:73,pip:[59,66,73],pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,22,29,53,54,56,74,75,76,78,96],placehold:[36,65,76,94],placement:54,plain:[1,7,8,30,41,43],plan:[22,56,74,89],platform:[20,65,73,75,76,84,89,90],pleas:[2,4,6,8,9,10,15,18,22,26,27,28,38,44,51,52,53,55,56,64,66,67,68,71,72,73,74,75,76,79,84,89,90,93,94,97],plot:18,plu:[8,19],plug:47,pne:75,png:96,pnpairvalidationlay:81,pnpairvalidationpredict_fil:80,pod:[24,30,84,85],pod_nam:84,point:[20,22,30,34,55,65,72,73,75,76,78,89,92],pointer:[20,27,38,51,56,60,76],polar:14,polici:84,pollut:29,polyak:47,ponit:38,pool3:74,pool:[2,9,16,97],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:[9,97],pooling_typ:[8,97],poolingtyp:11,pop:20,popul:27,popular:[21,36,38,65,96],port:[21,67,79,80,81,84,85],port_num:80,portabl:38,ports_num:[79,81],ports_num_for_spars:[25,79,80,81,83],pose:22,posit:[2,7,8,9,97],positive_label:7,possibl:[18,20,26,51,54,58,78,95],post1:66,post:[30,32],postpon:58,potenti:[34,78],power:[34,76,92,97],practic:[8,65,71,74],pre:[2,8,9,14,18,27,67,73,84,85,89,90,94],pre_activ:51,pre_bia:51,pre_dictandmodel:94,pre_stat:[44,63],preambl:51,precis:[7,34,47,66],precision_evalu:7,pred:[38,97],predetermin:[8,81],predic:14,predict:[2,3,7,8,17,53,58,65,71,81,94,97],predict_fil:81,predict_lay:17,predict_output_dir:[80,81,97],predict_sampl:4,predicted_label_id:97,prediction1:17,prediction2:17,prefetch:[25,74],prefix:[7,9,22,24,45,75,84],pregrad:74,preinstal:66,premodel:94,prepand:51,prepar:[4,19,30,48,71,86,97],prepend:51,prepend_oper:51,preprocess:[14,15,63,85],prerequisit:66,present:[18,20,63,96],preserv:33,pretti:65,prev_batch_st:[80,81],prevent:[1,10,18,22,26,29,58],preview:56,previou:[8,9,17,22,33,44,45,54,74,81,84],previous:[8,85,96],previous_memori:20,price:[14,56,65],primari:37,primarili:[47,58],primer:73,primit:[34,63],principl:[18,21],print:[6,17,18,38,53,65,79,81,94,97],print_graphviz:38,printallstatu:78,printer:7,printstatu:78,priorbox:8,prioriti:56,prite:7,privat:[20,43,51,60,61,62,63,73,76],privileg:[72,84],prob:[7,17,95],probabilist:[8,94],probability_of_label_0:97,probability_of_label_1:97,probabl:[7,8,17,45,71,73,96,97],problem:[4,8,18,19,21,29,36,37,47,56,58,72,97],proc:67,proc_from_raw_data:97,proce:[13,22,52,84],procedur:[20,41,76,94],proceed:8,process:[1,2,4,6,8,9,13,18,20,24,25,26,29,38,41,53,58,62,65,67,71,73,79,81,83,84,85,94,96,97],process_num:13,process_pr:97,processdata:96,processor:[34,78],prod:67,produc:[8,9,13,22,38,52,67,96,97],product:[8,9,30,67,74,84,97],productgraph:85,profil:[33,66],proflier:78,program:[1,13,18,24,27,29,37,39,46,52,53,55,56,60,67,78,81],programdesc:[31,41,50,51,55,57],programm:[51,53],progress:[22,26,81],proivid:2,proj:8,project:[8,9,30,43,66,71,74,75],promis:[8,9,45],prompt:33,prone:18,propag:[8,10,47,75,81,83],proper:79,properli:[72,97],properti:[2,38,58,81],propos:[20,45,46,47,54,63],protect:[62,74,75],proto:[11,41,49,56,62,64,75],proto_:62,protobuf:[17,20,30,31,37,38,41,49,51,56,57,62,66],protoc:[89,90],protocol:[7,81,92],prove:97,provi:79,provid:[8,14,18,20,27,30,34,36,38,40,47,51,55,58,62,63,65,67,76,78,79,84,89,92,94,95,96],providermemory_threshold_on_load_data:80,provis:[84,92],provod:2,prune:[8,20,45],ps_desir:22,pserver:[17,25,27,28,30,56,79,80,81,84],pserver_addr:27,pserver_cpu:30,pserver_id:23,pserver_mem:30,pserver_num_thread:[25,80,81],pserver_spec:17,pserverstart_pserv:80,pseudo:[18,30,57,63],pseudocod:63,psize:74,ptr:43,pub:79,pull:[21,56,59,67,73,94],purchas:97,purpos:[8,22,53,54,78],push:[20,73],push_back:74,put:[21,22,25,51,54,67,74,85,89,97],pvc:84,pwd:[67,72,89],pxe:92,py_paddl:[4,95],pybind:[20,34],pydataprovid:[1,2,97],pydataprovider2:[3,4,65,97],pyramid:8,pyramid_height:8,python:[1,2,3,17,18,20,28,35,36,37,38,42,45,48,56,59,63,65,66,71,72,73,79,94,95],qualcomm:34,qualifi:66,qualiti:97,queri:[8,84],question:[8,18,54,62,84],queue:54,quick:[38,81,85],quick_start:[30,84,85,86,97],quick_start_data:85,quickli:[51,56,65],quickstart:85,quit:[45,78],r14b:89,r_t:8,rac:8,rais:[13,38,79],rajathkmp:36,ran:[54,78],rand:[36,78,81,83,95],random:[2,6,8,13,24,36,48,51,52,65,75,79,81,95],random_crop:15,random_imag:24,randomli:[15,29],randomnumberse:80,rang:[2,8,13,24,34,36,52,53,55,62,73,81,83],rank:[8,18,63,76,84,96,97],rankdir:38,rapid:57,rare:2,raspberri:91,raspberry_pi:90,raspberrypi:90,raspbian:90,rate:[6,7,9,10,14,27,74,97],rather:[4,30,36,63,84],ratio:[8,81],raw:[8,41,65,97],rdma:[66,81],rdma_tcp:[80,81],reach:[22,78],read:[1,2,13,15,17,18,22,24,52,53,54,56,63,65,71,72,79,84,89,92,96,97],read_from_realistic_imag:18,read_from_rng:18,read_lock:23,read_mnist_imag:18,read_ranking_model_data:18,readabl:56,reader:[0,14,17,24,34,36,37,49,53,55,79],reader_cr:24,reader_creator_bool:52,reader_creator_random_imag:[13,52],reader_creator_random_image_and_label:[13,52],readi:[22,65,84,85,92],readlockguard:25,readm:43,readonesamplefromfil:2,readwritebuffer_:25,readwritemani:84,real:[2,8,25,36,52,65,79,95],realist:18,realiz:[20,44],realli:58,reason:[9,18,19,22,67,73,85],recal:7,receiv:[22,30,54],recent:47,reciev:81,recognit:[2,8,96],recommand:2,recommend:[1,9,18,67,71,73,74,79,81,89],recommonmark:66,recompil:78,record:[13,26,62,84],recordio:[13,14,18,24,26,53,55],recov:[22,63,65,95],recover:56,recoveri:26,rectangular:8,rectifi:8,recurr:60,recurrent_group:[9,71],recurrent_lay:9,recurrent_op:63,recurrentgradientmachin:[43,45,63],recurrentgroup:7,recurrentlay:81,recurs:[20,21,33,56],recv:[53,54,84],recvparametertyp:25,red:36,reduc:[34,54,56,73,79,81,83],reduce_by_kei:56,reduce_mean:36,refactor:[37,45,47,48,51,53,54,58,63],refer:[1,4,6,8,9,10,15,19,20,22,26,27,28,34,38,44,49,51,56,58,60,63,64,71,72,74,75,76,85,89,94,97],referenc:[8,26],reflect:26,reformat:73,refrain:75,reg:62,regard:92,region:[8,60,78],regist:[57,74,78],register_gpu_profil:78,register_lay:74,register_op:[35,56,57,62,75],register_op_cpu_kernel:75,register_op_gpu_kernel:75,register_op_without_gradi:[56,75],register_oper:[40,57],register_tim:25,register_timer_info:78,registerop:62,registr:75,registri:[30,40,67,85,92],regress:8,regular:[6,74,84,97],reinforc:55,rel:[1,9,19,29,58,75,89],relai:45,relat:[2,22,29,30,60,67,73,85,90,92],relationship:[57,65,95],releas:[55,59,66,67,84,89,90],relev:75,reli:[19,46,47,58,66,75],reliabl:[22,58],relu1:38,relu2:38,relu:[8,36,38,74],remain:[63,97],rememb:[8,73],remot:[6,21,25,56,73,74,81,83,84],remote_ess:55,remote_sess:55,remoteparameterupdat:[25,28,81],remov:[13,33,45,73,81,89],renam:33,reorgan:8,repeat:[20,37,49,50,61,62,64],repeatedli:37,replac:[21,26,40,47,55,57,67],repli:73,replic:53,replicaset:30,repo:[21,73,90],report:[26,34,53,78],reportdataset:26,repositori:[8,89],repres:[2,4,8,9,20,26,38,41,45,47,51,54,55,56,58,61,63,64,71,74,84,97],represent:[8,27,36,37,45,53,61,97],reproduc:72,request:[21,22,25,29,53,56,59,73,84,85,92,94],requir:[1,7,8,18,22,27,29,30,33,34,38,44,47,49,50,53,54,56,58,61,62,64,72,73,74,75,79,84,85,89,90,92,95,97],res5_3_branch2c_bn:96,res5_3_branch2c_conv:96,research:[14,53],reserv:[2,33],reserveoutput:74,reset:[8,22],reshap:[19,52,76],reshape_s:8,resid:72,residu:96,resiz:[15,25,75,76],resize_s:15,resize_short:15,resnet_101:96,resnet_152:96,resnet_50:96,resolv:[21,73,85],resourc:[55,67,84],respect:[2,19,34,36,44,65,71,74,81,96],respons:[8,25,36,47,48,58,84,85],rest:[2,8,20,30,32,65,92],restart:[22,27,84,85,92],restartpolici:[84,85],restor:[19,47],restrict:[58,60,81],resu:52,result:[4,5,7,8,17,19,26,36,37,38,41,45,46,48,53,75,76,78,81,84,96,97],result_fil:7,resum:29,retain:76,retran:84,retriev:[20,45,60,72,74,85],retriv:79,return_seq:9,reuqest:59,reus:[20,29,45,52,56,74,75],rev:72,reveal:18,revers:[8,9,71],review:[14,85,97],reviews_electronics_5:85,revis:97,rewrit:[21,75],rgb:[8,15],rho:10,rich:65,right:[2,8,19,20,21,30,56,58,73,96],rkt:[30,72],rmsprop:[47,97],rmspropoptim:47,rnn:[8,9,20,36,45,51,56,60,77,80,97],rnn_bias_attr:71,rnn_layer_attr:71,rnn_out:71,rnn_output:63,rnn_step:8,rnn_use_batch:[80,81],rnnalgorithm:45,rnnlm:14,rnnstep:63,roadmap:63,robust:8,roi:8,role:[14,18,26,27,53,84],rollback:51,root:[10,11,84,85],rot:8,roughli:[2,95],round:34,routin:34,row:[4,7,8,13,25,74,96],row_id:8,rows_:61,rpc:26,rpcserver:26,rpi:90,rpi_arm_neon:90,rpi_toolchain:90,rsize:84,rtk:92,rtype:[8,13],rule:[7,37,53,74,84],run:[18,19,20,21,22,30,31,34,35,36,37,38,44,46,47,49,50,53,54,55,56,60,61,67,73,74,76,77,78,79,81,84,86,87,89,90,92,94,96,97],runinitfunct:78,runnabl:54,running_on_cloud:30,runtim:[1,2,20,31,40,44,55,56,64,66,67,79,89],runtime_table_:20,s_param:95,s_recurrent_group:71,sacrif:1,safe:30,sai:[8,37,39,65,72,81,83],sake:74,same:[2,4,7,8,9,17,18,19,26,27,29,35,36,38,44,45,51,53,55,56,57,60,63,71,75,76,79,83,84,94,97],samping_id:8,sampl:[2,4,7,13,14,36,62,79,81,83,94,95,96,97],sample_dim:95,sample_id:7,sample_num:7,sampler:36,sate:45,satifi:7,satisfi:[21,61,84,97],save:[2,8,13,17,22,24,26,27,30,37,38,41,47,53,61,64,65,72,79,81,83,84,85,96,97],save_dir:[65,81,83,85,95,97],save_only_on:[80,81],save_parameter_to_tar:17,saving_period:[80,81],saving_period_by_batch:[80,81,83,97],saw:2,scalabl:56,scalar:[2,8,20,39,63],scale:[5,47,53,54,57,62,75,79,96],scaleop:75,scaleopmak:[56,75],scalingproject:8,scan:[26,56],scatter:8,scenario:[45,65,80],scene:80,schdule:84,schedul:[26,30,54,84,95],scheduler_factor:6,schema:94,scheme:[7,10,25,58,75],scope:[19,31,55],score:[7,8,45],scp:79,scrip:97,script:[4,14,72,75,79,84,89,96,97],search:[8,22,60,66,71,81],second:[2,8,18,33,36,38,44,45,49,50,52,60,62,65,67,75,79,94,96,97],secret:84,section:[2,51,54,71,73,74,84,97],see:[2,4,8,9,18,22,51,53,55,65,67,73,75,76,78,84,94,95,96,97],seed:[78,81],seem:[21,34],seen:[58,75],segment:[7,44,63,76],segmentor:94,sel_fc:8,selcet:8,select:[8,45,84],selected_generation_scor:45,selected_id:[8,45],selected_indic:8,selected_row:[61,64],selected_rows_desc:[61,64],selected_scor:45,selectedrow:[40,64],selectiv:8,selector:85,self:[19,36,38,41,46,51,63,65,74,75],selfnorm:8,semant:[14,18,45,59],semat:18,send:[22,27,53,54,56,62,64,73,79,81,84],send_back_parameter_typ:25,sendbackparameterspars:25,sendbackparametertyp:25,sendparameterrequest:25,sendparameterrespons:25,sens:[47,58,73],sensit:8,sent:[18,27,53,56,62,85],sentenc:[2,8,14,44,45,63,71,97],sentence_input:63,sentiment:[2,65,97],sentimental_provid:2,separ:[2,7,27,35,47,57,58,79,81,94,97],seper:63,seq:[8,14],seq_len:63,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:94,seq_typ:[2,13],seqtext_evalu:7,seqtoseq:[8,94],seqtoseq_net:[8,94],sequel:2,sequenc:[2,5,7,8,9,11,13,14,20,31,37,46,49,63,73,74,94,97],sequence_conv_pool:97,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,20,71,97],seri:9,serial:[2,17,20,26,41,48,56,64],serializ:56,serv:[34,53,56,63,67,78,79,84,95],server:[18,21,25,28,29,53,56,67,74,80,92],serverless:22,servic:[67,79,92],sess:[36,38,46,55],session:[38,46,50,67,78],set:[1,2,4,6,7,8,9,13,14,15,17,18,22,30,36,40,44,45,50,51,56,57,60,63,65,66,67,71,72,73,74,75,76,77,78,79,80,81,83,84,85,90,94,96,97],set_active_typ:74,set_default_parameter_nam:6,set_drop_r:74,set_float_el:19,set_input:8,set_siz:74,set_typ:74,setdatatyp:61,setdefault:75,setp:84,setq:72,settup:74,setup:[2,47,59,67,74,75,92,97],sever:[2,7,8,19,25,31,36,44,45,48,51,61,63,79,83,84,97],sexstant:92,sgd:[17,18,22,30,47,48,53,54,55,61,79,95],sgdasync_count:80,shall:21,shape:[8,13,17,19,20,36,39,44,49,51,55,56,61,75,76,96],shard:[22,23,24,25,26,27,29,53,54,79,84],share:[8,21,36,43,48,51,56,58,63,66,67,72,75,78,81,85],shared_bia:9,shared_bias:8,shared_librari:21,shared_ptr:[42,43,60,76],shell:[84,96],shift:96,shorten:8,shorter:[15,96],should:[2,4,6,7,8,13,15,17,18,19,20,27,30,31,34,35,36,40,44,45,46,47,48,49,52,53,56,57,58,61,62,63,64,65,71,75,79,84,89,97],should_be_fals:18,should_be_tru:18,should_shuffl:2,show:[4,7,10,20,22,33,39,41,44,47,49,63,65,72,76,79,81,84,85,94,96,97],show_check_sparse_distribution_log:[80,81],show_layer_stat:[80,81],show_parameter_stats_period:[80,81,83,85,97],shown:[2,8,18,53,71,74,76,78,84,95,96,97],shrink:74,shuffl:[2,13],sid:84,side:[8,17,48,76,79,96],sig:84,sigint:79,sigmod:62,sigmod_op:62,sigmod_output:62,sigmoid:[8,20,55,62,63,74],sigmoidactiv:9,sign:[32,41,84],signal:79,signatur:84,signific:78,similar:[8,20,45,47,52,54,56,58,63,75,84,92,97],similarli:[8,13,75],simpl:[1,2,5,7,8,9,13,14,17,37,38,47,49,54,58,60,62,63,66,67,78,81,97],simple_attent:71,simple_gru:[71,97],simple_lstm:[8,97],simple_rnn:[8,71],simple_transform:15,simpler:48,simplest:84,simpli:[1,8,15,18,27,44,66,67,71,78,94,96],simplifi:[18,45,51,62,74,85],simultan:84,sinc:[8,9,22,26,28,29,40,47,52,53,55,57,58,63,65,67,76,78,84,92,95,97],sincer:73,singl:[2,7,9,13,22,34,53,54,55,56,60,67,74,79,85,96,97],sinlg:17,site:[21,84],situat:50,six:94,size:[2,7,8,9,13,14,15,17,22,24,25,27,34,36,41,45,47,51,52,53,55,61,62,63,65,71,74,75,76,81,89,90,95,96,97],size_a:8,size_b:8,size_t:[25,63,74],sizeof:[20,94],skip:[52,65,73,79,84,96],sliceproject:8,slide:[8,10,14,22],slightli:36,slope:8,slopeinterceptlay:8,slow:[2,78],slowli:72,small:[2,14,19,31,36,45,73,74,81],small_messag:[80,81],smaller:[8,19,22,34,45,73],smart:60,smooth:8,snap:85,snapdragon:34,snapshot:[23,29,84],snippet:[35,46,71,74,78,84,97],sock:30,sock_recv_buf_s:[80,81],sock_send_buf_s:[80,81],socket:81,softmax:[8,9,18,20,38,39,45,49,53,54,55,71,74,94,97],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:97,softmaxoutput:38,softwar:[34,67,78,92],solid:36,solut:92,solv:[18,53,56],some:[2,6,8,13,15,17,18,20,21,25,26,27,29,30,34,35,36,37,44,45,46,49,50,51,53,54,56,57,60,63,65,66,73,74,75,76,78,79,80,81,83,84,89,90,92,95,97],some_c_api_funct:43,some_inst:43,some_op:[40,44,63],some_python_class:42,somecppclass:42,somedata:17,somegotyp:42,someth:[2,25,51,72,73],sometim:[8,52,72,78],somewhat:27,somewher:60,soon:22,sophist:[65,74],sort:[8,14,63,81,84],sort_by_length:63,sourc:[8,14,19,21,33,36,41,43,45,52,56,65,67,71,77,79,84,85,94,97],source_dict_dim:[45,71],source_dict_s:45,source_language_word:[45,71],space:[7,8,34,51,54,58,67,71,72,78],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,25,74,76,79,81,84,97],sparse_binary_vector:[2,13,97],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:74,sparseprefetchrowcpumatrix:74,spatial:8,spatial_scal:8,speak:71,spec:[84,85],specfii:81,special:[8,27,34,40,45,46,53,66,75,94,97],specialvartypeinfer:40,specif:[1,17,21,22,33,45,56,60,72,75,83,89,97],specifi:[1,2,7,8,18,19,25,26,27,30,31,33,36,41,51,53,55,60,62,63,65,66,71,72,73,74,76,81,84,89,95,96,97],speech:8,speed:[9,34,41,47,67,92],spefici:96,sphinx:[42,66,67],sphinx_rtd_them:66,split:[2,8,29,39,45,56,63,79,83,84,94,96,97],split_count:[79,84],sql:1,sqrt:8,squar:[8,10,11,38,65],square_error_cost:65,squarerootnpool:8,srand:81,src:[21,79],src_backward:71,src_embed:[45,71],src_forward:71,src_root:4,src_word_id:[45,71],src_word_vec:45,srl:14,ssd:8,ssh:[67,79,84,85,90],ssh_server:79,sshd:67,ssl:66,sstabl:18,stabil:[19,75],stabl:[59,84],stack:[56,63,65,84,97],stackexchang:8,stage:[21,28,36,64,79,89],stale:[22,55],stamp:78,standalon:89,standard:[6,56,58,72,94],stanford:[14,19,85],star:21,start:[8,9,17,21,22,25,26,27,29,30,45,48,53,65,67,71,72,78,81,88,94],start_mpi_train:79,start_pass:[80,81],start_po:8,start_pserv:81,startup:[22,30,84],stat:[66,78,81],state:[8,9,20,22,44,45,60,63,65,71,81,85,95],state_act:[8,9],statement:[37,74,84],static_cast:76,staticinput:[8,71],statist:[8,81,97],statset:78,statu:[30,45,78,84,85],status:85,std:[17,21,25,38,40,42,43,50,56,57,60,62,74,75,76,81],stdbuf:79,stderr:79,stdout:79,step:[4,8,9,11,19,20,22,27,36,37,45,47,48,51,53,54,56,62,63,67,71,73,74,78,79,84,85,89,90,92,97],step_id:63,step_input:63,step_net:20,step_output:63,step_scop:56,stepnet:[20,44,56,60],still:[26,29,53,57,76,96],stirng:51,stmt1482205552000:84,stmt1482205746000:84,stochast:[10,22,26,29,47,79],stop:[8,67,72,79,81,85],storag:[32,34,66,79,84,85],store:[7,8,14,17,19,20,21,25,38,40,41,45,48,49,51,53,55,56,57,58,60,63,74,75,76,79,81,84,85,90,94,96,97],str:[15,17,30,63,83],straight:[49,61],strategi:[2,11,22,51,54,81],street:8,strength:95,strict:[52,79],stride:[8,9],stride_i:8,stride_x:8,string:[1,2,7,8,13,15,17,20,26,33,38,41,49,50,51,55,56,57,60,61,62,64,74,75,81,84],strip:97,strongli:79,struct:[26,27,32,34,40,43,57,62],structur:[20,26,36,41,45,49,51,56,61,79,84,94,97],sts:84,stuff:73,stun:2,style:[2,8,56,62,66],sub:[7,8,13,18,29,36,44,48,51,53,71,74,89,97],sub_nest_seq:8,sub_sequ:[2,8],subclass:51,subcommand:33,subgradi:10,subgraph:[36,54],submiss:53,submit:[56,79,80,81,84],subnet0:84,subnet:[18,84],subobjectpath:85,subsequ:8,subsequenceinput:8,subset:74,substanti:96,succeed:[26,85],success:[8,27,84,85,96],successfulcr:85,successfulli:[75,96],successor:81,sudo:[66,72,84],suffer:19,suffic:[52,65],suffici:81,suffix:[30,79],suggest:[8,21,73,78],suit:92,suitabl:[61,81],sum:[8,10,20,23,40,51,71,74],sum_:8,summar:[36,97],sumopgradmak:57,sumpool:8,suppli:61,support:[6,7,8,10,11,13,15,19,20,22,29,30,35,36,41,45,47,48,50,52,53,54,56,57,58,61,66,67,71,72,74,75,76,78,79,81,84,89,90,92],suppos:[9,21,35,61,65,74,97],suppress:[8,33],sure:[72,74,84],surpass:8,svs:62,swagger:32,swap_channel:96,swig:[4,28,42,43,66,89],swig_paddl:[4,95],switchop:20,symbol:[8,20,38,43],symbols_ready_:20,symbolt:[20,56],symlink:73,sync:[22,47,58,81,95],syncflag:74,synchron:[22,26,79,81,84],syntax:[45,52],synthect:65,synthes:95,synthet:65,sys:96,sysroot:89,system:[20,21,22,27,29,32,35,36,53,54,66,67,75,79,85,89,97],t2b:94,tab:[67,97],tabl:[2,7,8,20,40,41,61,64,96,97],tablelookup:61,tablelookupgrad:61,tablelookupop:61,tableproject:8,tag:[7,14,67,71,79],tagtyp:7,tail:45,take:[2,4,7,8,9,17,18,20,21,22,29,31,34,36,37,39,40,47,49,50,51,56,57,63,71,72,73,74,75,78,79,84,85,95],taken:[2,38,63],talk:[27,90],tanh:[8,9,36,45,53,71,74],tanhactiv:9,tar:[15,17,66,84],tarbal:84,target:[8,14,17,20,21,36,38,46,50,53,55,56,71,75,89,90,94,97],target_dict_dim:71,target_dict_s:45,target_dictionary_dim:8,target_language_embed:8,target_language_word:71,target_link_librari:21,target_word:45,targetinlink:8,task:[2,7,8,41,45,53,62,65,71,83,94,96],task_queu:26,taskentri:26,taskqueu:26,tbd:28,tcp:[81,84],teach:97,tear:78,technic:22,techniqu:[71,74],technolog:72,tee:85,tell:[22,26,27,45,62,67,78,89],templat:[35,62,75,76,85,92],tempor:[8,97],temporari:[30,47,51,93],ten:72,tensor:[19,21,34,36,38,40,41,44,45,54,55,61,63,64,75],tensor_array_read:63,tensor_array_s:63,tensor_array_stack:63,tensor_array_unstack:63,tensor_array_writ:63,tensor_data:41,tensor_s:19,tensor_test:21,tensor_to_check:19,tensorarraydesc:63,tensordesc:[41,61],tensorflow:[20,36,39,53,54,58,63,76],term:[8,9,22,57,58],termin:85,terminolog:65,tese:1,tessorarrai:63,test100:14,test10:14,test1:24,test:[1,2,8,13,14,15,17,18,19,21,38,43,47,52,55,59,66,67,76,77,78,79,80,94,96,97],test_:75,test_all_data_in_one_period:85,test_check_grad_ingore_i:75,test_check_grad_ingore_x:75,test_check_grad_norm:75,test_data_dir:79,test_fcgrad:74,test_gpuprofil:78,test_layergrad:74,test_list:[2,65,97],test_mul_op:75,test_norm:75,test_pass:[80,81,83],test_period:[80,81,83],test_recurrent_op:73,test_wait:[80,81],testa:18,testb:18,testbilinearfwdbwd:78,testcas:75,testconfig:74,testfcgrad:74,testfclay:74,testlayergrad:74,testmodel_list:80,testmulgradop:75,testmulop:75,testq:18,testresult:17,testsave_dir:80,testutil:74,text1:33,text:[1,2,7,9,13,18,41,44,45,67,84,94,97],text_conv:97,text_fil:13,tflop:78,tftp:92,tgz:[14,66],than:[2,4,6,7,8,9,22,30,35,36,51,56,58,63,66,67,71,72,74,79,84,89,92,96],thank:94,thei:[2,8,18,21,22,27,29,31,33,36,37,45,46,51,54,55,56,62,63,64,65,67,71,72,73,74,75,76,78,79,80,84,96],them:[1,2,7,8,9,15,18,19,21,22,25,30,31,35,40,45,52,54,56,57,60,61,62,63,64,65,67,72,73,75,78,80,81,84,96,97],themselv:21,theori:78,therefor:[47,66],therein:[8,20],therun:96,theta:36,theta_d:36,theta_g:36,thi:[1,2,6,7,8,9,10,13,14,15,17,18,19,20,21,22,25,26,27,28,29,30,34,35,36,37,38,44,45,46,47,48,49,51,52,53,54,55,56,57,58,61,62,63,65,66,67,71,72,73,74,75,76,78,79,81,83,84,85,89,90,92,94,95,96,97],thin:40,thing:[2,36,56,65,78],think:[18,21],third:[8,22,38,75,78,89,90,96],third_parti:[8,89,90],thirt:72,those:[20,21,22,35,37,38,39,49,89,96],though:[63,92],thought:[21,78],thread:[74,78,81,83],thread_local_rand_use_global_se:[80,81],threadid:83,threadloc:78,three:[2,7,8,19,22,37,45,46,48,49,52,65,81,89,95,96],threshold:[6,7,8,22,26,73,81],through:[4,8,21,22,26,28,46,47,55,71,74,75,78,79,94,95],throughout:[31,97],throughput:[78,79],thrust:56,thu:[2,8,29,38,65,74,84,93],tier:85,tight:66,time:[2,8,9,11,13,17,18,19,21,22,26,29,35,40,44,45,51,52,53,54,56,57,61,62,63,64,65,71,72,76,78,81,83,85,92,97],timelin:[8,56,78],timeo:84,timeout:[22,26],timeout_sec:13,timer:66,timestamp:[8,23],timestep:[2,8,60],tip:89,titl:14,tls:32,tmp:51,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:17,todo:[7,13,14,20,22,26,29,45,62],toend:8,togeth:[2,8,9,13,17,63,71],token:[7,8,18,71,94],toler:[17,19,75],too:[14,19,53,63,67],took:92,tool:[67,71,72,84,89,90],toolchain:[66,89],toolkit:66,top:[7,17,44,45,75,96],top_k:[7,45],top_level_rnn:44,topk_generated_scor:45,topk_id:45,topk_scor:45,toplevel:72,topolog:[18,22,38,41,48,53,55],topoloi:38,topolopi:17,torch:20,toronto:[8,14],total:[17,22,52,54,78,79,85,92,94],total_pass:52,toward:65,trace:[20,36],track:[22,26,38,51],tractabl:8,tradit:[8,20,34],traffic:53,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,24,26,27,29,36,37,41,47,48,49,50,55,56,58,61,64,71,74,77,78,80,86,87,96],train_conf:94,train_config_dir:84,train_data:79,train_data_dir:79,train_id:84,train_list:[2,65,79,96,97],trainabl:[8,41,51],traindot_period:80,trainer:[2,4,18,23,24,25,26,28,47,48,53,54,56,65,74,81,83,95,97],trainer_config:[1,2,65,84,85,97],trainer_config_help:[2,65,74,97],trainer_count:[79,80,81,83,84,85],trainer_cpu:30,trainer_cr:30,trainer_gpu:30,trainer_id:[79,81,84],trainer_intern:25,trainer_mem:30,trainer_packag:30,trainerid:29,trainerintern:97,training_machin:95,trainingtest_period:80,trainonebatch:25,trainonedatabatch:95,tran:[74,81],trane:2,transact:[22,26],transfer:[1,2],transform:[8,9,15,56,71,74,76,95,97],transform_param_attr:9,transformed_st:9,translat:[8,9,65,94],translation_id:45,translation_scor:45,transpar:[45,79],transport:81,transpos:[8,15,74,95],transposedfullmatrixproject:8,travel:2,travers:37,travi:[66,73],treat:[8,20,27],treatment:[27,34],tree:[8,20,51,81,90],trg_dic_siz:45,trg_embed:[45,71],triain:1,trick:45,tricki:42,trigger:[29,48],trim:8,trivial:[2,45,63],trn:97,true_block:[20,39,49],true_imag:52,true_label:52,true_read:52,truth:[7,8,97],tst:97,tune:[6,77,97],tuninglog_barrier_abstract:80,tupl:[2,8,9,13,14,15,17,51,52],ture:8,turn:[8,51,52,95],tutori:[67,71,74,75,78,79,84,85,86,87,93,96,97],twice:[36,54],twine:59,two:[1,2,7,8,9,18,27,28,29,30,33,34,36,37,40,41,45,47,49,52,53,55,56,57,58,60,61,62,63,64,65,67,71,75,76,78,79,83,84,89,90,94,95,96,97],txt:[2,21,30,33,74,79,84,97],type:[2,7,8,9,11,13,14,15,17,18,20,22,25,26,29,30,32,33,34,40,41,42,43,44,45,49,50,51,52,56,57,58,61,62,64,65,67,71,72,74,76,79,81,83,84,85,96,97],type_nam:62,typedef:[27,42,43],typeid:62,typenam:[35,62,75,76],typic:[4,7,53,67,78],ubuntu:59,ubyt:52,uci:14,ufldl:8,uid:85,uint16_t:34,uint32:[32,41],uint64:[41,42],uint64_t:42,unawar:27,unbalanc:81,unbound:71,unclear:29,under:[21,26,54,65,66,67,76,79,84],underli:[45,65],understand:[51,67,78,92,94],understand_senti:71,undeterminist:78,unidirect:8,unifi:[38,61,73],uniform:[6,8,13,24,36,51,52,81,95],uniform_random:51,uniqu:[18,20,22,29,30,51,60,75,79,81,84],unique_nam:51,unique_name_gener:51,unique_ptr:[57,60,74],unit:[8,9,21,47,58,65,66,67,71,76,77],unittest:[43,73,75],unittestcheckgrad_ep:80,unk:[61,64,94],unk_idx:97,unknown:8,unlik:[8,45,75],unnecessari:73,unordered_map:60,unpack:63,unrol:44,unseen:58,unseg:8,unsign:27,unstack:63,unstack_from:63,unsupervis:36,unsupport:75,until:[22,27,54,60,84],unzip:89,updat:[6,8,10,22,26,27,32,34,36,44,45,46,47,48,53,60,63,66,74,79,81,83],update_equ:17,update_hook:6,update_memori:20,update_op:46,updatecallback:74,updatestack:84,upgrad:93,upload:[22,30,32,59,79],upon:22,upper:8,upstream:73,uri:84,url:[14,73],usag:[1,2,7,8,9,15,17,34,39,48,65,75,78,79,94,95],use:[1,2,4,6,7,8,9,11,13,14,15,17,18,19,20,21,22,28,31,36,38,40,44,45,46,48,51,53,54,55,60,61,62,63,64,65,66,67,68,71,72,73,74,75,78,79,81,83,84,85,89,90,94,95,96,97],use_eigen_bla:89,use_eigen_for_bla:89,use_etcd:17,use_global_stat:8,use_gpu:[79,80,81,83,85,95,96,97],use_mkldnn:8,use_old_updat:[25,80,81],use_seq:65,use_sparse_remote_updat:25,used:[1,2,4,7,8,9,10,11,13,14,15,17,18,19,20,21,22,28,29,34,36,38,44,45,47,48,51,52,53,55,56,58,60,62,63,65,68,71,72,74,75,76,78,80,81,83,84,89,90,94,96,97],useful:[1,2,8,9,19,34,60,71,74,83,89,97],usegpu:[74,95],user:[1,2,6,8,9,13,14,15,17,18,19,20,21,24,26,29,30,33,35,36,37,38,40,45,46,47,51,52,53,54,55,56,57,58,60,62,63,65,67,73,79,80,81,84,92,96,97],user_info:14,user_nam:24,usercert:24,userinfo:14,userkei:24,usernam:24,uses:[2,22,29,34,45,48,53,71,72,73,74,76,79,81,84,89,96,97],using:[1,2,4,6,8,9,13,17,18,20,21,22,26,27,29,30,33,34,35,36,38,40,44,46,47,49,52,53,57,58,60,62,65,67,71,72,73,74,75,76,78,79,81,83,84,85,89,90,93,94,95,96,97],usr:[66,79,81,84],usrdict:94,usrmodel:94,usual:[8,17,30,49,58,65,66,73,75,78,81,83,84],utf:94,util:[4,66,71,74,75,78,92],uuid:[23,29],v28:8,v7a:89,v8a:89,valid:[8,15,52,56,60,75,84,96],valu:[2,4,6,7,8,11,13,14,15,17,19,20,22,38,39,41,44,45,46,47,48,49,51,53,55,56,60,61,62,63,64,65,71,74,75,81,83,84,89,95,96],value1:81,value2:81,value_:61,value_evalu:7,value_rang:13,valueerror:38,values_:63,vanilla:71,varabl:54,vardesc:[20,37,49,51,56,61],vardescbuild:20,vari:[78,84],variabl:[2,8,10,13,14,18,19,20,31,36,37,38,39,40,44,45,46,47,49,50,53,54,55,57,58,61,62,63,65,66,74,75,79,84,85,89],variablenamemap:75,varialbl:36,varianc:[8,96],variant:[8,40,63,67],varibl:38,varienc:63,varient:63,variou:[20,34,58,89],varproto:62,vars_:[20,60],vartyp:[61,64],vartypeinfer:40,vector:[2,8,9,13,14,18,20,25,27,38,39,44,45,51,56,57,61,63,71,74,76,94,97],vectorenable_parallel_vector:80,vendor:21,verb:14,verbos:[33,73],veri:[2,8,11,21,26,35,36,45,48,54,58,60,63,71,78,79,97],verifi:[20,74],versa:66,version:[8,9,21,30,33,34,36,38,39,41,45,59,66,67,72,74,78,79,80,81,84,85,89,90,94],versu:18,vertic:[8,96],vgg:9,via:[22,44,52,66,73,78,84,92,97],vice:66,view:[8,41],viriabl:79,virtual:[40,57,67,72],virtualenv:72,visibl:[29,60,67],visit:17,visual:[8,67,78],vlog:[25,73],voc_dim:97,volum:[67,85],volumemount:[84,85],volumn:84,vutbr:14,wai:[2,7,8,9,18,27,29,45,47,51,53,55,58,63,65,67,71,72,73,74,83],wait:[22,27,79,81],walk:[4,95],wangkuiyi:21,want:[2,8,18,30,36,47,50,52,55,58,60,63,65,66,67,72,73,74,79,81,83,89,90,94,96,97],warn:[17,33],warp:[8,78],warpctc:8,watch:22,wbia:[84,96],web:67,websit:97,weight:[7,8,9,10,41,58,71,74,81,83,96],weight_act:9,weightlist:74,weights_:74,weights_t:74,welcom:21,well:[30,35,36,53,55,58,61,67,74,81,84,97],were:[7,21],west:84,wether:8,wget:[66,89],what:[6,8,21,36,45,51,54,62,65,75,92,97],whatev:[72,79],wheel:66,when:[1,2,6,7,8,10,13,17,19,20,21,22,25,26,27,30,33,34,38,45,47,48,49,51,53,54,56,63,71,72,73,74,75,76,78,79,81,83,84,85,89,92,94,95],whenev:[51,73],where:[2,8,9,10,18,20,22,29,37,44,47,49,56,58,63,65,71,74,75,78,81,83,94,96],wherea:[20,26,35,39],whether:[7,8,15,17,19,20,52,61,63,74,75,81,95],which:[1,2,4,6,7,8,9,13,14,15,17,18,19,20,21,22,24,26,27,29,30,31,34,35,36,38,40,41,44,45,46,48,49,50,51,52,53,54,55,56,57,60,61,62,63,65,71,72,73,74,75,76,78,79,81,83,84,89,92,95,96,97],whichev:95,while_loop:[45,63],whileloop:63,whileop:20,whl:66,who:[35,37,51,73,94,96],whoever:27,whole:[2,7,13,36,39,42,43,44,50,62,73,79,84,85,92,97],whose:[2,8,13,19,22,29,44,56,57,62,63,71],why:[9,19,43,72],wide:[21,36,79],width:[7,8,13,15,25,42,52,74,75],wiki:[8,21],wikipedia:[8,14],wilder:2,window:[8,11,14,47,67,72,89],wirt:38,wise:[8,15,54,56,76],wish:79,with_avx:[67,79,89],with_avxcompil:66,with_bia:62,with_c_api:[89,90],with_coveragecompil:66,with_doccompil:66,with_doubl:[74,79],with_doublecompil:66,with_dsocompil:66,with_gpu:[67,72,79,89],with_gpucompil:66,with_profil:78,with_profilercompil:66,with_python:[79,89],with_pythoncompil:66,with_rdma:[79,89],with_rdmacompil:66,with_style_check:73,with_style_checkcompil:66,with_swig_pi:89,with_swig_pycompil:66,with_test:[67,75],with_testingcompil:66,with_tim:[78,79],with_timercompil:66,within:[8,26,65],without:[7,8,22,27,51,52,54,56,75,79,89],wloop:63,wmt14:71,wmt_shrinked_data:14,woboq:67,won:[78,79,96],wonder:2,word2vec:[30,79],word:[2,7,8,14,37,40,44,54,56,62,63,71,79,83],word_dict:[79,97],word_dim:97,word_id:2,word_idx:14,word_vector:97,word_vector_dim:[8,45,71,94],words_freq_sort:14,work:[2,4,13,18,20,21,22,45,46,47,51,52,66,71,72,73,74,78,79,81,84,85,92,97],worker:[54,64,84],workercount:84,workflow:[56,67,84],workspac:[67,73,79,81],world:79,worri:65,wors:95,would:[17,20,21,22,29,35,36,37,46,47,48,51,52,54,61,63,67,72,73,84,89,92,95,97],wouldn:37,wrap:[35,36,92],wrapper:[9,21,35,47,53,57,63,78],write:[2,13,18,22,29,34,35,38,40,46,47,51,52,53,54,56,57,63,67,72,77,79,84],write_lock:23,writelin:65,writer:[18,51],written:[20,36,41,47,53,56,57,61,75,76,79],wrong:[2,52],wrote:[38,54],wsize:84,www:[8,14],x64:[66,89,90],x86_64:89,x_1:8,x_n:8,x_neg:19,x_po:19,xarg:[7,74,79],xgbe0:81,xgbe1:81,xmap_read:13,xrang:[19,36,52,65,74],xxx:[18,63,96],xxxx:23,xxxxxxxxx:84,xxxxxxxxxx:84,xxxxxxxxxxxxx:84,xxxxxxxxxxxxxxxxxxx:84,xzf:66,y_dim:36,y_neg:19,y_po:19,y_predict:65,yaml:[21,79,84,92],yancey1989:30,yann:14,yapf:73,yeild:17,yet:92,yield:[2,13,18,24,52,65,97],yin:8,you:[1,2,4,6,8,9,17,19,30,60,65,66,67,71,72,73,74,78,79,81,83,84,89,90,92,94,95,96,97],your:[2,8,17,18,21,25,30,33,56,66,67,72,73,74,78,79,83,84,89,90,92,97],your_access_key_id:84,your_secrete_access_kei:84,your_source_root:43,yum:66,yuyang18:[13,14],z_dim:36,z_size:36,zero:[2,6,8,9,10,13,14,19,22,36,45,48,51,61,74,81,84,97],zhidao:94,zip:[14,51,89],zone:84,zxvf:84},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","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","Simple Linear Regression","Installing from Sources","PaddlePaddle in Docker Containers","Install and Build","GET STARTED","RNN Models","RNN Configuration","Build PaddlePaddle from Source Code and Run Unit Test","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","HOW TO","Tune GPU Performance","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":42,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":42,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":42,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":42,"\u4ec5\u4ec5\u4f7f\u7528void":42,"\u4ece\u5feb\u7167\u6062\u590d":23,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":42,"\u4f7f\u7528\u8f6c\u6362\u5e93":24,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":43,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":43,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":32,"\u5206\u652f\u89c4\u8303":59,"\u52a0\u901f\u6267\u884c":23,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":42,"\u52a8\u6001\u6269\u5bb9":23,"\u539f\u56e0":42,"\u539f\u56e0\u5217\u8868":42,"\u53c2\u8003\u6587\u6863":32,"\u540d\u8bcd\u89e3\u91ca":32,"\u57fa\u672c\u8981\u6c42":42,"\u5b9e\u73b0":42,"\u5b9e\u73b0\u65b9\u5f0f":43,"\u5bfc\u51fac":42,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":23,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":42,"\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":32,"\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":43,"\u672f\u8bed":23,"\u67b6\u6784\u56fe":32,"\u6846\u67b6\u751f\u6210":32,"\u6982\u5ff5\u89e3\u91ca":24,"\u6a21\u5757":32,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":23,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":43,"\u6d41\u7a0b\u4ecb\u7ecd":24,"\u751f\u6210sparse\u6587\u4ef6":32,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":32,"\u76ee\u5f55\u7ed3\u6784":43,"\u76ee\u6807":32,"\u793a\u4f8b\u7a0b\u5e8f":24,"\u7b26\u53f7":42,"\u7c7b":42,"\u7f16\u8bd1\u9009\u9879":43,"\u7f29\u5bb9":23,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":42,"\u80cc\u666f":42,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":32,"\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":42,"\u8fdb\u884c\u8bad\u7ec3":24,"abstract":[53,54,55,92],"book\u4e2d\u6240\u6709\u7ae0\u8282":59,"case":83,"class":[36,48,51,74,75],"filemanager\u8bbe\u8ba1\u6587\u6863":32,"function":[21,35,36,51,94],"new":[74,75],"paddle\u52a8\u6001\u5e93\u4e2d":42,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":42,"paddlepaddle\u53d1\u884c\u89c4\u8303":59,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":59,"return":52,"tensor\u5230eigentensor\u7684\u8f6c\u6362":76,AWS:84,Abs:5,DNS:84,EFS:84,For:[21,85],KMS:84,NOT:31,Not:72,The:[20,27,36,37,39,40,46,48,56,57,90],Use:[20,49,79,83,85],Using:[21,27,67,79,89],With:[30,67],about:36,absolut:45,access:84,account:84,activ:[5,8],adadelta:10,adagrad:10,adam:10,adamax:10,add:84,address:84,addto:8,adversari:95,aggreg:8,aggregatelevel:8,alalysi:25,algorithm:[19,22,44,50,53,97],all:[60,63],analysi:53,android:89,api:[0,3,43,46,47,51,58,62,67],appendix:[92,97],applic:3,approach:78,architectur:[53,71,97],argument:[33,52,79,80,83,89,90,97],arrai:19,asset:84,associ:[60,84],assumpt:92,async:81,attent:71,attribut:[6,58],auc:7,auto:19,averag:47,avg:11,aws:84,backgraound:19,background:[54,55,63,64,65,75],backward:[37,56,75],base:[30,45,54],basepool:11,basic:92,batch:52,batch_norm:8,batch_siz:52,beam:45,beam_search:8,benefit:[54,56],between:[18,51,56,62],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:20,bind:75,block:[20,36,37,49,51,56],block_expand:8,blockdesc:49,book:67,bootstrap:92,brelu:5,bring:92,bucket:84,build:[36,56,66,68,72,85,89,90],built:78,cach:2,can:60,capi:43,capi_priv:43,cento:66,challeng:[50,54],chang:45,check:[8,19,74,79],checker:19,checkpoint:[22,23,29],chines:94,choos:[21,84],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:27,clip:8,close:19,cloudform:84,cluster:[28,79,83,84,92],cmake:[21,90],code:[30,51,72,73],column_sum:7,command:[79,82,83,97],commit:85,common:81,commun:81,compar:92,comparis:51,compil:[20,34,49,56,75,89,90],compos:52,comput:[20,37,56,58,76],con:92,concat:8,concept:[51,56,84],conclus:[29,38,92],condit:36,config:[3,83],configur:[16,71,77,84,97],conll05:14,connect:8,construct:37,contain:[67,85],content:[43,78,84],context_project:8,contribut:73,control:56,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[29,53,54],convolut:97,core:[19,51,84],cos_sim:8,cost:8,cpu:[67,83],creat:[52,55,56,60,84,85],creation:[26,47,58],creator:52,credenti:84,crf:8,crf_decod:8,cross:[89,90],cross_channel_norm:8,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cudnnavg:11,cudnnmax:11,current:[34,57],custom:52,data:[8,12,13,22,52,53,65,84,85,94,95,97],datafeed:13,dataprovid:[2,3,81],dataset:[12,14,22,26,79],datatyp:13,decayedadagrad:10,decod:45,decor:52,deep:20,defin:[75,84,97],definit:64,delet:84,demo:[36,84],dens:29,depend:[36,66],deploi:30,deriv:74,describ:46,descript:[33,56,81,95],design:[18,19,20,22,26,27,28,29,31,34,35,36,37,40,41,44,45,46,48,49,51,52,53,54,55,56,57,60,61,63],destroi:[60,84],detail:[25,81],detect:[7,8],detection_map:7,detection_output:8,develop:[56,67,72,77],devic:83,dictionari:[52,94],differ:[56,83],directori:84,discrimin:36,discuss:[36,54],dispatch:[22,26],distribut:[18,22,25,30,53,79,81,84],doc:[18,20,22,26,27,28,29,31,34,35,37,40,41,48,49,51,52,53,54,55,56,57,61],docker:[30,67,72,85,89],document:[67,88],doe:31,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:84,download:[66,84,85,94,96],dropout:8,dure:45,dylib:43,dynam:[22,63],dynet:38,ec2:84,eigen:76,elast:84,elect:29,els:20,embed:[8,94,97],engin:36,enough:19,entri:52,environ:[30,89],eos:8,equat:74,eval:53,evalu:[7,65],event:[17,18],exampl:[18,21,39,43,55,94,95],execut:[20,49,56],executor:31,exp:5,expand:8,expandlevel:8,explain:19,extern:84,extract:[94,96],fabric:79,fault:22,featur:96,file:[20,84,85,97],find:84,first_seq:8,float16:34,format:[20,22,41,97],forward:[37,75],frame:20,framework:[19,76],from:[18,29,62,66,68,72],full_matrix_project:8,fulli:8,gan:[36,95],gate:71,gated_unit:8,gener:[36,45,71,72,92,95],get:[69,85],get_output:8,global:[49,51],gotcha:72,gpu:[67,78,81,83],gradient:[19,27,57,74],gradient_print:7,graident:19,graph:[37,38,54,56,58],group:[8,84],gru:[9,81],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:78,handler:[18,42],happen:29,hardwar:34,helper:51,hierarchi:20,high:[46,47,58,62],how:[19,25,47,52,56,75,76,77,78],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:84,ident:5,identity_project:8,ifels:39,ifelseop:20,imag:[8,9,15,30,67,85,89],imagenet:96,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:9,img_pool:8,imikolov:14,implement:[19,21,25,31,34,41,44,47,51,52,56,57,58,74,75,76,95],infer:[17,89,97],infershap:[49,61],infervartyp:40,info:96,ingredi:18,ingress:32,init_hook:2,initi:[27,36,83,84],input_typ:2,insid:60,inspect:84,instal:[66,68,84,89,90,92,97],instanc:84,integr:84,interact:62,interfac:[12,13,15,19,22,27,28,46,52,55,60,96],intermedi:56,interpol:8,introduc:[45,63],introduct:[1,58,79,94,96],isn:52,job:[22,30,79,84,85],join:8,kei:84,kernel:56,kill:79,kmax_sequence_scor:8,kube:84,kubectl:84,kubernet:[30,79,84,85],lambda_cost:8,languag:20,larg:25,last_seq:8,launch:79,layer:[8,18,35,51,74,83],learn:20,learnabl:8,leval:62,level:[46,47,58,62],libpaddle_capi_shar:43,libpaddle_capi_whol:43,librari:[27,34,56,89],limit:53,line:[79,82,97],linear:[5,65],linear_comb:8,linux:[79,89],list:[23,52],local:[53,55,60,83,84],lod:45,lodtensor:[44,45,63],lodtensordesc:64,log:[5,73,97],logic:26,logist:97,low:[47,58,62],lstm:[9,81],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:45,macro:56,main:36,manag:[21,79],map:[52,56],master:[22,26,30],math:8,mathemat:19,matrix:81,max:11,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,member:36,memori:[8,44],messag:62,method:45,might:36,migrat:56,mileston:56,mini:52,minibatch:13,misc:8,mix:[8,83],mnist:[14,95],mobil:91,model:[2,3,16,18,25,27,29,36,41,45,65,67,70,71,79,83,94,95,96,97],modifi:85,modul:[56,76],momentum:10,more:36,motiv:[31,41,50],movielen:14,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:52,multiplex:8,mxnet:38,name:[60,84],nce:8,necess:51,necessari:56,need:[52,72,78],nest:44,network:[9,56,71,83,95,96,97],neural:[71,97],neuralnetwork:65,nlp:[9,81],non:2,norm:[8,58],note:19,numer:19,numpi:19,nvprof:78,nvvp:78,object:22,observ:[94,96],offset:45,onli:[52,60,67],op_mak:56,openmpi:79,oper:[35,39,47,49,51,54,56,57,61,63,75],opinfomap:56,opkernel:[56,75],opproto:62,ops:58,optim:[10,22,27,37,46,51,77,97],option:[33,66,94],opwithkernel:56,order:33,origin:56,orthogon:60,outlin:80,output:[8,79,84],overview:[29,31,56,60,97],pack:45,packag:21,pad:8,paddl:[25,52,60,76,85],paddlejob:30,paddlepaddl:[18,20,47,49,53,58,59,67,68,72,79,84,88,89,90,94],pair:84,parallel_nn:83,paramet:[6,8,17,18,22,27,28,30,47,48,51,54,58,79,81,82,84,94,96],parameteraverageoptim:47,paraphras:94,parent:60,part:37,partit:27,pass:83,path:[29,33],penalti:58,perform:[47,78,81],persist:26,pfsclient:[32,33],pfsserver:32,placement:53,platform:79,pnpair:7,point:84,pool:[8,11],pose:[40,57],power:8,precision_recal:7,predict:[4,96],prefetch:52,prelu:8,prepar:[65,79,84,94,95],preprocess:[94,97],pretrain:94,print:7,privat:84,pro:92,problem:[40,46,57,65],procedur:92,process:[22,27,30,46,56,72],profil:78,program:[20,49,51,79],programdesc:49,project:21,propos:[40,57,58],protobuf:61,protomak:75,provid:[2,52,97],prune:50,pserver:29,pydataprovider2:2,python:[4,19,30,44,46,47,51,52,53,58,62,64,67,74,75,96,97],qualiti:56,queue:[22,26],quick:97,randomnumb:81,rank:7,rank_cost:8,raspberri:90,reader:[12,13,18,52],realiz:56,recoveri:22,recurr:[8,9,71,97],recurrent_group:8,ref:19,refactor:56,refer:[2,53,54,78],region:84,regist:[40,56,62,75],registr:[56,57],registri:56,regress:[65,97],regular:[27,58],rel:45,relat:[56,63],relu:5,remark:75,remot:[28,55],render:84,repeat:8,represent:[20,56],requir:[21,36,66],reshap:8,resiz:8,resnet:96,result:[79,85],retri:26,reus:51,review:73,revis:94,rmsprop:10,rnn:[44,63,70,71,81],rnnop:[20,44,56],roi_pool:8,rotat:8,route53:84,row:61,row_conv:8,row_l2_norm:8,run:[72,75,85],runtim:[30,53],sampl:8,sampling_id:8,save:29,scale:[8,22],scale_shift:8,scaling_project:8,scope:[20,44,56,60],script:85,search:45,secur:84,select:[27,61],selectedrow:61,selective_fc:8,sentiment:14,separ:56,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[45,71],sequence_conv_pool:9,sequencesoftmax:5,sequenti:2,server:[22,26,27,30,54,79,81,84],servic:84,session:[53,55],set:82,setup:[66,84,89],sextant:92,sgd:81,shape:45,share:[18,60],should:60,shuffl:52,sigmoid:5,simpl:[45,65,71],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:9,simple_lstm:9,singl:52,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,solut:[40,50,57],some:72,sourc:[66,68,72],span:66,spars:[27,28,29,61,83],specifi:[83,94],spp:8,squar:5,square_error_cost:8,squarerootn:11,stack:20,standard:[73,97],stanh:5,start:[18,69,79,84,85,97],startup:85,step:44,storag:58,store:22,structur:95,style:73,sub_nested_seq:8,subcommond:33,submit:30,suffici:52,suitabl:21,sum:[7,11],sum_cost:8,sum_to_one_norm:8,summar:18,summari:[41,97],support:[34,63],survei:[34,38,58,92],synopsi:33,system:84,tabl:43,table_project:8,take:52,tanh:5,task:[22,26],tear:84,tecton:92,templat:84,tensor:[8,56,76],tensorarrai:[45,63],tensordesc:64,tensorflow:38,test:[72,73,74,75,81,83],text_conv_pool:9,theori:19,thi:60,think:36,three:63,timelin:29,timer:78,tip:78,todo:[23,24],togeth:60,toi:95,toler:22,tool:[21,78,79,92],toolchain:90,train:[17,18,22,25,28,30,46,52,53,65,67,79,81,83,84,85,94,95,97],trainer:[17,22,27,29,30,79,84],tran:8,trans_full_matrix_project:8,transfer:97,translat:45,tune:[78,81],tutori:94,two:19,type:75,ubuntu:66,uci_h:14,uniform:63,unit:[72,73,74,75,81],unpack:45,updat:[18,28,29,84],usag:[44,45,52,67,76,77],use:[25,52,76],user:[22,94],util:7,value_print:7,vardesc:64,variabl:[51,56,60,64],vector:81,verifi:84,vgg_16_network:9,visual:96,volum:84,vpc:84,warp_ctc:8,what:[25,29,31,72,78],when:[29,60],why:[34,47,52,56,63,78],wmt14:14,word:[94,97],work:67,workflow:73,wrapper:74,write:[73,74,75,97],yaml:85,zoo:96}})