searchindex.js 164.3 KB
Newer Older
1
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/fluid","api/v2/fluid/data_feeder","api/v2/fluid/evaluator","api/v2/fluid/executor","api/v2/fluid/initializer","api/v2/fluid/layers","api/v2/fluid/nets","api/v2/fluid/optimizer","api/v2/fluid/param_attr","api/v2/fluid/profiler","api/v2/fluid/regularizer","api/v2/model_configs","api/v2/run_logic","design/api","design/auto_gradient_check","design/block","design/build_system/README","design/cluster_train/README","design/cluster_train/checkpointing","design/cluster_train/data_dispatch","design/cluster_train/large_model_dist_train","design/cluster_train/master_server","design/cluster_train/pserver_client","design/cluster_train/remote_parameter_updater","design/cluster_train/save_model","design/cluster_train/submit-job","design/evaluator","design/executor","design/file_manager/README","design/file_manager/pfs/pfsclient","design/float16","design/fluid","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/support_new_device","design/tensor_array","design/var_desc","getstarted/build_and_install/build_from_source_en","getstarted/build_and_install/docker_install_en","getstarted/build_and_install/index_en","getstarted/build_and_install/pip_install_en","getstarted/index_en","howto/deep_model/rnn/index_en","howto/deep_model/rnn/rnn_config_en","howto/dev/build_en","howto/dev/contribute_to_paddle_en","howto/dev/new_layer_en","howto/dev/new_op_en","howto/dev/use_eigen_en","howto/dev/write_docs_en","howto/index_en","howto/optimization/cpu_profiling","howto/optimization/gpu_profiling_en","howto/read_source","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/fluid.rst","api/v2/fluid/data_feeder.rst","api/v2/fluid/evaluator.rst","api/v2/fluid/executor.rst","api/v2/fluid/initializer.rst","api/v2/fluid/layers.rst","api/v2/fluid/nets.rst","api/v2/fluid/optimizer.rst","api/v2/fluid/param_attr.rst","api/v2/fluid/profiler.rst","api/v2/fluid/regularizer.rst","api/v2/model_configs.rst","api/v2/run_logic.rst","design/api.md","design/auto_gradient_check.md","design/block.md","design/build_system/README.md","design/cluster_train/README.md","design/cluster_train/checkpointing.md","design/cluster_train/data_dispatch.md","design/cluster_train/large_model_dist_train.md","design/cluster_train/master_server.md","design/cluster_train/pserver_client.md","design/cluster_train/remote_parameter_updater.md","design/cluster_train/save_model.md","design/cluster_train/submit-job.md","design/evaluator.md","design/executor.md","design/file_manager/README.md","design/file_manager/pfs/pfsclient.md","design/float16.md","design/fluid.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/support_new_device.md","design/tensor_array.md","design/var_desc.md","getstarted/build_and_install/build_from_source_en.rst","getstarted/build_and_install/docker_install_en.rst","getstarted/build_and_install/index_en.rst","getstarted/build_and_install/pip_install_en.rst","getstarted/index_en.rst","howto/deep_model/rnn/index_en.rst","howto/deep_model/rnn/rnn_config_en.rst","howto/dev/build_en.md","howto/dev/contribute_to_paddle_en.md","howto/dev/new_layer_en.rst","howto/dev/new_op_en.md","howto/dev/use_eigen_en.md","howto/dev/write_docs_en.rst","howto/index_en.rst","howto/optimization/cpu_profiling.md","howto/optimization/gpu_profiling_en.rst","howto/read_source.md","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:[15,2,0,"-"]},"paddle.v2.fluid":{regularizer:[26,2,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,1,1,""],states:[18,1,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,3,1,""]},"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","attribute","Python attribute"],"2":["py","module","Python module"],"3":["py","class","Python class"]},objtypes:{"0":"py:function","1":"py:attribute","2":"py:module","3":"py:class"},terms:{"0000x":114,"00186201e":4,"00m":94,"03m":94,"0424m":94,"0473v3":9,"055ee37d":101,"0630u":94,"06u":94,"0810u":94,"08823112e":4,"0957m":94,"0_cudnn5":79,"0_cudnn5_avx_mkl":82,"0_cudnn7_avx_mkl":82,"0ab":8,"0rc":96,"0rc1":72,"0rc2":72,"0x10f256d50":51,"0x7ffe4de00110":51,"100gb":94,"100gi":101,"10g":41,"10m":94,"1150u":94,"11\u5b9e\u73b0\u4e86c":56,"11e6":102,"12194102e":4,"124n":94,"13m":102,"1490u":94,"15501715e":4,"1550u":94,"15mb":114,"16mb":114,"16u":94,"173m":113,"173n":94,"1770u":94,"18ad":101,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":102,"197u":94,"1gb":94,"1st":[111,113],"210u":94,"211839e770f7b538e2d8":9,"215n":94,"228u":94,"234m":113,"2520u":94,"252kb":114,"25639710e":4,"25k":114,"2680u":94,"27787406e":4,"279n":94,"27m":94,"285m":94,"2863m":94,"28m":94,"28x28":2,"2977m":94,"2cbf7385":101,"302n":94,"30u":94,"32777140e":4,"328n":94,"32u":94,"32x32":14,"331n":94,"3320u":94,"36540484e":4,"365e":101,"36u":94,"3710m":94,"3768m":94,"387u":94,"38u":94,"3920u":94,"39u":94,"4035m":94,"4090u":94,"4096mb":98,"4279m":94,"43630644e":4,"43u":94,"448a5b355b84":102,"4560u":94,"4563m":94,"45u":94,"4650u":94,"4726m":94,"473m":102,"48565123e":4,"48684503e":4,"49316648e":4,"4gb":98,"50bd":101,"50gi":101,"51111044e":4,"514u":94,"525n":94,"526u":94,"53018653e":4,"536u":94,"5460u":94,"5470u":94,"54u":94,"5690m":94,"573u":94,"578n":94,"5798m":94,"586u":94,"58s":102,"5969m":94,"5_cudnn5_avx_mkl":82,"6080u":94,"6140u":94,"6305m":94,"639u":94,"64m":54,"655u":94,"6780u":94,"6810u":94,"682u":94,"6970u":94,"6ce9":101,"704u":94,"70634608e":4,"7090u":94,"72296313e":4,"72u":94,"73u":94,"75u":94,"760u":94,"767u":94,"783n":94,"784u":94,"78m":94,"7eamaa":14,"7kb":102,"8250u":94,"8300u":94,"830n":94,"849m":94,"85625684e":4,"861u":94,"8661m":94,"892m":94,"901n":94,"90u":94,"918u":94,"9247m":94,"924n":94,"9261m":94,"93137714e":4,"9330m":94,"94u":94,"9530m":94,"96644767e":4,"983m":94,"988u":94,"997u":94,"99982715e":4,"99m":113,"99u":94,"9f18":102,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":72,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":72,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":56,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":55,"\u4e0d\u4f7f\u7528c":55,"\u4e0d\u4f7f\u7528swig":55,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":55,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":55,"\u4e0d\u5728":56,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":55,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":55,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":72,"\u4e0e\u53ef\u80fd\u6709\u7684":72,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":56,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":55,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":55,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":72,"\u4e2a\u6027\u5316\u63a8\u8350":72,"\u4e2d":[55,56],"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5b8c\u5168\u4e00\u81f4":55,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":56,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":72,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":56,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":56,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":56,"\u4e5f\u4e0d\u751f\u6210":56,"\u4e66\u5199":55,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec5\u4ec5\u4f7f\u7528":55,"\u4ece":72,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":56,"\u4ed6\u662f\u5c06":56,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":55,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":55,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":35,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":35,"\u4ee5\u4e0b":35,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u53canumpi":35,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":55,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":55,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f20\u5165":35,"\u4f46":56,"\u4f46\u4e0d\u66b4\u9732":56,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":72,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":72,"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":56,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":55,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":55,"\u4f7f\u7528":[56,72],"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u52a8\u6001\u5e93":55,"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":56,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":55,"\u4f7f\u7528c":56,"\u4f7f\u7528c99\u505a\u63a5\u53e3":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":55,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":55,"\u4f7f\u7528regress":72,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":55,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":55,"\u4f7f\u7528void":55,"\u4f8b\u5982":[35,55,56,72],"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":55,"\u4f8b\u5982\u5bf9\u4e8epython":55,"\u4f8b\u5982c":55,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":55,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":55,"\u4f8b\u5982python\u7684":55,"\u4f9d\u6b21\u7c7b\u63a8":72,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":55,"\u4fee\u590d\u6240\u6709bug\u540e":72,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":72,"\u4fee\u590dubuntu":72,"\u4fee\u6539":72,"\u4fee\u6539\u6210":72,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":72,"\u505a\u63a5\u53e3":55,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":56,"\u5176\u4e2d":[55,72],"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":56,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":72,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":56,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":56,"\u5177\u4f53\u8bf7\u53c2\u8003":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":55,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":55,"\u518d\u57fa\u4e8e":72,"\u5199\u4ee3\u7801":55,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u540d\u4e3a":56,"\u51fd\u6570\u547d\u540d":55,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u652f":72,"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":72,"\u5206\u652f\u4e2d":72,"\u5206\u652f\u4e3a\u5f00\u53d1":72,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":72,"\u5206\u652f\u4e3a\u7a33\u5b9a":72,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":72,"\u5206\u652f\u5408\u5165":72,"\u5206\u652f\u5408\u5165master\u5206\u652f":72,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":72,"\u5206\u652f\u540d\u4e3a":72,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":72,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":72,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":72,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":72,"\u5206\u7247":34,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u5ffd\u7565":34,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5230":34,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":72,"\u52a8\u6001\u5e93":55,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":56,"\u5305\u62ec":35,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u534f\u540c\u5b8c\u6210releas":72,"\u5355\u4e2a\u503c":35,"\u5355\u70b9\u6545\u969c":34,"\u5373":56,"\u5373\u4f7f\u7528":56,"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5373\u4f7fc":56,"\u5373\u4f8b\u5982":56,"\u5373\u4fbfpaddl":56,"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":56,"\u5373\u66b4\u9732":56,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":55,"\u53c2\u6570":55,"\u53c2\u8003":[44,55],"\u53cc\u5411\u9a8c\u8bc1":44,"\u53d1\u5e03\u5230dockerhub":72,"\u53d1\u5e03\u5230github":72,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":56,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":55,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":55,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u7528":44,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":72,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u540c\u65f6\u518d\u5c06":72,"\u540c\u65f6\u63d0\u8d77":72,"\u540d\u5b57\u4fee\u9970":55,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":72,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":55,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u548c":[35,55,56,72],"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":55,"\u56fe\u50cf\u5206\u7c7b":72,"\u5728":[56,72],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":72,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":56,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":56,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6837\u4f8b\u4e2d":56,"\u5728\u7528\u6237\u4f7f\u7528c":56,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":72,"\u5728\u8fd9\u4e2a":72,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":72,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":56,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":56,"\u5728c":55,"\u5728c\u7684\u5934\u6587\u4ef6":55,"\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":35,"\u5728paramet":34,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":56,"\u5747\u662f\u5728":56,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u591a\u4e2a\u503c":35,"\u591a\u4e2aparamet":34,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":55,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":55,"\u5982\u679c\u5931\u8d25":72,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":34,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":72,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":56,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":56,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":55,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":72,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":55,"\u5982\u679cparamet":34,"\u5b57\u6bb5\u8bbe\u4e3a":72,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":56,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b9e\u73b0\u7b80\u5355":55,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":55,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":55,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":55,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":56,"\u5bf9\u4e8e\u6bcf\u79cdc":56,"\u5bf9\u6bd4":55,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":56,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":72,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":56,"\u5c06":72,"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u5927\u91cf\u7684":55,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":72,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":72,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":55,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e14\u4f7f\u7528":56,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":55,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":55,"\u5e76\u5220\u9664":72,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":72,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5c06":72,"\u5e76\u5c06c":56,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":55,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":72,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":72,"\u5efa\u8bae":72,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":56,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":72,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":72,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":72,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":72,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":56,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"\u5f97\u4f7f\u7528":55,"\u5fc5\u8981":56,"\u60c5\u611f\u5206\u6790":72,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":56,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6216\u8005":[55,56],"\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":34,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":56,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":56,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":56,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":56,"\u628a":35,"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u63a5\u53e3":[55,56],"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":56,"\u63a5\u53e3\u662f":35,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u6570\u636e":44,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":55,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":44,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":35,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":35,"\u6587\u4ef6":55,"\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":44,"\u6587\u4ef6\u5185\u5bb9\u4e3a":55,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":72,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":72,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":55,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":35,"\u65e0\u8bba\u662f\u4ece":35,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":35,"\u65f6":34,"\u662f":44,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":55,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":56,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":55,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":56,"\u662f\u56e0\u4e3ac99\u652f\u6301":55,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u6307":56,"\u662f\u7528\u6237\u4f7f\u7528c":56,"\u662fc":56,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":56,"\u6700\u540e\u5220\u9664":72,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":55,"\u6709\u6807\u51c6\u7684":55,"\u6709\u7684\u65f6\u5019":55,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":72,"\u672c\u6587\u6863\u63cf\u8ff0paddl":56,"\u673a\u5668\u7ffb\u8bd1":72,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u786e\u4fdd\u628a":55,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":55,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8fdb\u884c\u8ba8\u8bba":56,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":72,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":34,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":55,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6bcf\u4e00\u4e2a":72,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u969410\u5206\u949f":34,"\u6bd4\u5982":35,"\u6bd4\u5982\u5c06":72,"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6ce8":34,"\u6d4b\u8bd5docker\u955c\u50cf":72,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7248\u672c\u5206\u652f":72,"\u7248\u672c\u53f7":72,"\u7248\u672c\u53f7rc":72,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":72,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":55,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":35,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":35,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":55,"\u751f\u6210\u6587\u6863":55,"\u751f\u6210\u7684":35,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210api\u6587\u6863":55,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u7528":44,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":56,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":35,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":56,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u901a\u8fc7c":56,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8ec":55,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8epypi":72,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u7684\u5934\u6587\u4ef6":55,"\u7684\u63a5\u53e3\u6837\u5f0f":55,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":55,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":55,"\u7684\u89d2\u5ea6":35,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":55,"\u76ee\u5f55\u4e0b":56,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":55,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":56,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":55,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":55,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":34,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u7b2c\u4e00\u4e2atag\u4e3a":72,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":72,"\u7b2c\u4e8c\u4e2a\u4e3a":72,"\u7b49":56,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":56,"\u7b49\u6587\u4ef6":56,"\u7c7b\u4f3c":56,"\u7c7b\u540d\u548cc":55,"\u7c7b\u578b":55,"\u7ea2\u697c\u68a6":111,"\u7ed3\u8bba":55,"\u7edf\u4e00\u7528":35,"\u7f16\u8bd1\u5668\u6ca1\u6709":55,"\u7f16\u8bd1\u578b\u8bed\u8a00":55,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":72,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":72,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":72,"\u7f16\u8bd1c":56,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":72,"\u7f16\u8bd1ubuntu\u7684deb\u5305":72,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":56,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":55,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":56,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":55,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":55,"\u800c\u5bf9\u4e8egolang":55,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":55,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":56,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":55,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":56,"\u826f\u597d\u7684\u6587\u6863":55,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":56,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":55,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":55,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba9paddle\u6838\u5fc3\u4e2d":56,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":72,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":72,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":72,"\u8bbe\u7f6e":56,"\u8bc6\u522b\u6570\u5b57":72,"\u8bcd\u5411\u91cf":72,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":72,"\u8bf4\u660e":34,"\u8bf7\u53c2\u8003":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":72,"\u8fd8\u662f\u4ece":35,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":56,"\u8fd9\u4e09\u4e2a\u5206\u652f":72,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":56,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":56,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":56,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":55,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":55,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":56,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":56,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":56,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":56,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\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":35,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":55,"\u8fd9\u662f\u56e0\u4e3a":55,"\u8fd9\u6837":56,"\u8fd9\u6837\u4fdd\u8bc1":72,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":35,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":44,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":55,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":72,"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u901a\u5e38":56,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":56,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":72,"\u90a3\u4e48":56,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":55,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":55,"\u91cd\u547d\u540d\u6210":55,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":55,"\u9519\u8bef\u5904\u7406":55,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":55,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":55,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":56,"\u9700\u8981":35,"\u9700\u8981\u4fee\u6539build":72,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":56,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":72,"\u9700\u8981\u5f15\u7528":56,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":55,"\u9700\u8981\u6ce8\u610f\u7684\u662f":72,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":56,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":72,"\u9ed8\u8ba4256k":44,"abstract":[47,60,71,73,88,98],"api\u4e2d\u4f7f\u7528":55,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":56,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":56,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":56,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":56,"api\u65f6":56,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":56,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":56,"api\u66b4\u9732\u7684\u7c7b\u578b":56,"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":56,"api\u7684\u5b9e\u4f8b":56,"api\u7684\u5b9e\u73b0\u7ec6\u8282":56,"api\u7684\u63a5\u53e3":56,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":56,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":56,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":56,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":56,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":72,"boolean":[21,45,52,55],"break":[13,32,77,114],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":72,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":72,"byte":[15,44,54],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":55,"c\u6709\u6807\u51c6\u7684abi":55,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":55,"case":[8,20,21,36,56,60,63,65,66,69,85,88,89,94,99,101,109,112,114],"char":38,"class":[4,5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,55,58,59,62,66,69,70,71,73,74,75,76,77,89,90,95,97],"const":[31,36,38,46,53,61,63,70,73,75,76,77,88,89,90],"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":56,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":56,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":56,"core\u6982\u5ff5":56,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"deb\u5305":72,"deb\u5305\u7f16\u8bd1\u95ee\u9898":72,"default":[2,6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,54,57,63,64,73,74,75,78,79,80,82,86,87,89,93,96,98,100,101,102,106,107,109,114],"enum":[36,38,62,74,75,78],"export":[47,51,80,91,96],"final":[8,9,30,51,57,58,77,88,89],"float":[2,6,7,8,10,13,21,46,53,75,76,88,89,90,94,100,111,113],"function":[2,4,8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,57,58,60,61,62,63,65,66,67,69,70,71,73,75,77,85,88,89,90,93,94,96,98,109,112,114],"golang\u53ef\u4ee5\u4f7f\u7528":55,"golang\u7684":55,"h\u5e76\u4e0d\u56f0\u96be":55,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"import":[2,4,7,8,29,31,32,49,51,52,57,58,62,67,73,82,83,85,89,94,96,101,107,111,112,113,114],"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":35,"instance\u5305\u6db5\u4e24\u4e2a\u503c":35,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":35,"int":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,62,64,65,74,75,76,77,78,88,90,96,100,114],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":55,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":72,"long":[1,8,9,13,21,47,94],"model\u505a\u5206\u652f\u7ba1\u7406":72,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"new":[2,8,13,30,31,32,33,36,37,38,39,40,46,47,58,60,64,65,66,68,69,71,75,77,83,86,87,92,101,102,109,112,114],"note\u7684\u4e66\u5199":72,"null":[51,88,98],"org\u76ee\u524d\u9075\u5faa":72,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":55,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":55,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":55,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":55,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":56,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":55,"paddle\u7684c":56,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":56,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":55,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":56,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":55,"paddle_\u7c7b\u578b\u540d":56,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":56,"paddlepaddle\u4f7f\u7528git":72,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":72,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":72,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":72,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":72,"patch\u53f7":72,"patch\u53f7\u52a0\u4e00":72,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":44,"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":44,"pfsserver\u63d0\u4f9brest":44,"public":[14,18,31,46,48,53,70,73,75,76,77,88,89,90,96,101,102],"py\u4e2d":72,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":72,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"release\u9875\u9762":72,"return":[2,6,7,8,9,11,13,14,15,18,21,23,28,29,30,31,35,36,38,41,42,46,48,49,51,53,57,58,59,62,63,64,66,68,70,73,75,76,77,85,88,89,90,101,112,113,114],"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"server\u4e4b\u4e0a":34,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":34,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":34,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":34,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":34,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":34,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":34,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":34,"server\u751f\u6210\u4e00\u4e2auuid":34,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":34,"server\u7684\u6570\u636e\u5feb\u7167":34,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":34,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":34,"short":[8,9,21,46,49,64,73,77,89],"static":[28,38,56,73,75,101,109],"super":[64,88],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":55,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":55,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"swig\u76f4\u63a5\u8bfb\u53d6c":55,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":55,"switch":[31,56,68,101],"tag\u4e3a":72,"throw":101,"true":[2,6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,59,62,63,65,72,75,77,85,88,96,98,100,101,113],"try":[32,33,36,37,38,51,65,73,80,82,86,94,112],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":56,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":72,"var":[31,48,50,52,59,62,63,64,69,73,77,91],"void":[31,36,38,46,48,53,54,55,56,62,63,74,75,76,88,89,90],"wheel\u5305":72,"while":[1,2,6,13,21,31,40,47,51,58,60,61,65,71,73,85,89,90,98,112,114],AGE:[101,102],AWS:[13,35,92,103,104],And:[2,7,8,10,13,14,15,28,30,36,40,41,43,49,51,65,73,76,85,100,101,102,111,113],But:[2,8,9,13,21,30,48,73,82,87,96,109],EOS:8,For:[1,2,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,54,57,58,60,61,62,63,64,65,66,68,69,70,71,74,75,76,78,79,80,83,85,87,88,89,90,93,94,97,98,100,106,107,109,111,113,114],Has:2,IDE:86,IDs:[14,21,40,58,114],IPs:96,IRs:66,Ids:114,Into:101,Its:[2,7,74,85,89,101],K8s:109,NMS:8,NOT:[64,89],Not:[29,33,82,109],ONE:2,OPs:[66,67],One:[7,9,28,30,40,54,68,73,85,88,98,112,114],Ops:[69,71,75,89],PFS:44,PRs:91,QoS:102,Such:[53,64,77],THE:2,TLS:[29,44,101],That:[8,13,80,98,100],The:[1,2,4,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,43,45,46,51,54,56,57,58,60,62,63,64,65,66,67,68,71,73,74,75,76,77,78,80,82,85,86,87,88,89,90,91,93,94,95,96,98,100,101,102,106,110,111,112,113,114],Their:[2,8,33],Then:[4,8,9,48,53,63,79,80,82,85,88,93,94,96,101,102,111],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,57,58,60,61,64,66,71,73,74,76,89,94,101,106,112,113,114],These:[7,15,31,46,50,59,71,74,75,76,79,96,100],Use:[2,7,13,29,45,65,69,79,88,93,94,98,99,101,107],Used:[9,18,22,69,76],Useful:2,Using:[33,47,60,65,69,71,73,81,86,90,102],VMs:86,VPS:101,WITH:107,Will:[13,28],With:[2,8,9,47,62,77,112],YES:41,Yes:[80,86],___fc_layer_0__:101,__align__:46,__cuda_align__:46,__device__:46,__doc__:75,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:75,__init__:[42,49,59,64,77,88,93],__main__:[49,113],__metaclass__:89,__name__:[49,113],__param_conf__:28,__rnn_step__:85,__tmp_params__:28,__va_args__:70,__x:46,_binari:32,_create_global_var:64,_dtype:51,_error:112,_librari:32,_link:9,_loss:49,_op:[51,89],_proj:8,_res2_1_branch1_bn:113,_source_language_embed:[85,111],_target_language_embed:[85,111],_test:32,_update_op:42,_value_index:51,a75:46,a_op:89,aaaaa:35,aaaaaaaaaaaaa:101,abbrevi:15,abc:8,abi:106,abil:49,abl:[8,29,53,59,64,66,68,78,109,112],about:[4,9,15,31,32,41,45,57,65,66,73,75,76,80,82,83,89,93,94,97,98,101,106,107],abov:[2,4,7,8,21,29,31,32,33,37,46,47,48,50,57,58,59,60,62,64,66,68,75,77,80,81,83,86,87,89,90,93,94,101,102,106,109,112,113,114],abs:[9,20,30,49,112],abs_numerical_grad:30,absolut:[1,80,106,107],acceler:[8,34,60,80,100],accept:[2,4,6,8,13,29,69,106,114],access:[1,8,9,21,29,32,37,40,41,64,66,82,85,96],accessmod:101,accessor:64,accord:[1,2,7,8,15,21,30,38,50,58,66,67,69,77,89,96,97,98,100],accordingli:[4,7,8,88],account:[69,87,109],accrodingli:36,accumul:[33,38,42,60],accur:[30,40],accuraci:[7,18,42,88,114],achiev:[60,76,94],ack:98,acquir:47,across:[8,13,57],act1:51,act2:51,act:[8,9,21,22,31,51,58,64,66,68,77,83,85,95,114],act_output:75,act_typ:[51,114],action:[66,101],activ:[4,9,21,27,32,51,58,64,66,71,75,83,85,88,90,91,98,114],activi:9,actual:[2,8,36,49,51,60,75,76,90],adadelta:114,adagrad:[23,60,74,114],adagradoptim:59,adam:[23,29,38,49,114],adamax:[23,114],adamoptim:[111,114],adapt:[7,10,21,28],add:[2,8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,59,60,63,64,66,67,69,71,73,79,86,87,88,89,90,94,95,100,107,114],add_activ:64,add_bia:64,add_depend:32,add_execut:32,add_input:[57,88],add_memori:57,add_output:57,add_scalar:[31,58,62],add_sum:64,add_test:[32,88],add_two:[31,57],add_unittest_without_exec:88,addattr:[75,89],addbia:88,addcom:[75,89],added:[2,7,8,18,26,28,31,46,60,67,71,87,88,89],adding:[71,87,113],addinput:[75,89],addit:[8,9,69,71,77,89,90,114],addition:57,addop:[48,90],addoutput:89,addr:33,address:[33,38,66,68,80,94,96,98,109],addrow:88,addtolay:8,addtyp:75,admin:109,administr:[40,86,109],adopt:[46,49],advanc:[30,85,94,98],advantag:[30,46,47,60,65,96],adversari:[49,65],advic:94,affect:[8,31],affili:58,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,61,64,66,67,79,80,85,87,88,89,90,93,96,98,100,101,102,106,112,113,114],again:[29,33,60,94],against:101,age:14,agg_level:8,aggreg:[42,101],ago:32,aid:94,alexnet_pass1:100,alexnet_pass2:100,algorithm:[8,10,37,58,60,71,85,111],alia:[5,6,8,21],align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,56,57,58,59,60,62,64,66,68,69,75,76,80,85,86,88,90,94,95,96,97,98,100,101,102,106,107,109,111,112,113,114],alloc:[6,38,41,76,88,90,95,100],allow:[29,38,47,60,66,71,87,88,94,98,101,114],allow_only_one_model_on_one_gpu:[97,98,100],almost:[86,96,111],along:[15,21],alpha:[32,71],alreadi:[32,33,64,66,67,73,80,94,96,98,101,102,107],alreali:97,also:[1,2,8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,57,58,60,61,62,63,64,65,71,73,75,76,77,79,80,82,85,86,88,89,91,94,96,102,106,109,112,113,114],altern:[89,93],altogeth:109,alwai:[4,8,9,28,32,54,68,74,98,101],amazon:[101,102,114],amazonaw:101,amazonec2fullaccess:101,amazonelasticfilesystemfullaccess:101,amazonroute53domainsfullaccess:101,amazonroute53fullaccess:101,amazons3fullaccess:101,amazonvpcfullaccess:101,ambigu:65,amd64:101,amend:87,among:101,amount:[21,94],analysi:[93,94],analyz:114,ancestor:[62,64],andd:101,android:[107,108],android_abi:106,android_api:106,android_arm_neon:106,android_native_api_level:106,android_standalone_toolchain:106,android_toolchain:106,angl:8,ani:[1,2,8,9,13,21,23,29,32,33,38,40,41,46,47,53,54,58,60,64,65,66,67,68,70,71,79,86,89,90,94,96,101,107,114],annoi:96,announc:46,anoth:[2,8,13,28,29,31,41,47,58,64,73,75,86,98,101],anroid_arm_mod:106,ans:101,answer:[47,87,101],anyth:[13,58,65,101],anytim:49,anywai:[93,106],api:[14,18,28,29,32,38,39,41,42,44,48,49,51,57,61,69,72,77,78,79,82,88,89,93,94,96,101,105,106,107,109,110,112,114],api_shar:32,api_test:32,api_trainer_config_helpers_lay:85,apiserv:101,apivers:[101,102],appear:[47,50],append:[2,13,21,28,42,58,64,65,85,87,88,96],append_backward:93,append_backward_op:[23,59],append_batch_s:21,append_gradient_machin:28,append_op:64,append_oper:64,appleyard:94,appli:[8,21,49,50,73,85,88,114],applic:[25,46,47,50,64,69,87,89,93,94,96,101,102,109],applyl1:36,appoint:89,appreci:87,approach:[8,60,61,66,67,71,106,107,109],appropri:66,approxim:[20,60],apt:[80,93],arang:21,arbitrari:[8,54,66,90],arch:106,architectur:[46,79,96,106,111],archiv:[14,55,56],area:49,arg:[2,7,9,25,51,59,75,89,97,112,113,114],arg_nam:8,argu:63,argument:[2,4,8,13,15,25,31,36,37,59,61,63,64,68,79,85,87,88,98,99,111,112,113],argv:113,arithmet:46,arm64:106,arm64_standalone_toolchain:106,arm:[46,106,107],arm_standalone_toolchain:106,armeabi:106,armv7:46,armv8:46,arn:101,around:[2,8,40,47,64,101,109],arrai:[4,6,8,13,15,21,28,38,50,58,62,64,65,69,77,89,113],arrang:77,arrow:49,articl:[47,50,86,96,102,107],artifact:[82,101],artifici:[20,112],arxiv:[9,20,49,112],as_row_vector:8,as_step_input:31,asgd:60,ask:[33,40,86],assign:[7,8,37,46,90,96,98,101,109],associ:[61,70,90],assum:[7,8,31,66,80,85,100,111],assumpt:66,assur:1,astyp:[65,89,112],asyc:33,async:[33,97],async_count:98,async_lagged_grad_discard_ratio:98,async_lagged_ratio_default:[97,98],async_lagged_ratio_min:[97,98],asynchron:[33,96,98],att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,62,63,64,75,85,89],attr_map:75,attrdesc:62,attribut:[2,8,9,21,27,31,62,67,69,73,75,77,88,89,111],attributemap:89,attrproto:75,attrtyp:[62,75,89],attrvalu:75,auc:[42,97],aucvalidationlay:98,authent:101,author:[44,101,113],auto:[31,36,55,63,69,73,77,79,87,88,89,90,94],autom:[96,101],automat:[8,29,38,48,59,66,67,69,75,79,85,87,88,89,93,96,97,98,101],avail:[33,38,46,67,68,82,101,109],averag:[7,8,11,28,37,98,113,114],average_test_period:[97,98],avg:[94,114],avg_cost:95,avgcost:114,avgpool:[8,114],avoid:[30,31,33,60,61,66,79,94],avx2:79,avx:[79,80],awai:47,await:102,awar:[29,42,57,64,86,93,101,106],awk:96,aws:44,aws_account_id:101,awsaccountid:101,awskeymanagementservicepowerus:101,axes:21,axi:[8,21],axis:8,aync:67,b2t:111,b363:102,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:102,ba5f:101,back:[2,8,21,28,33,46,49,60,66,80,89],background:[7,8,71,96],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,59,60,61,63,70,71,85,88,95,98,100],backward_first:85,backward_op:30,backwardactiv:88,bag:114,baidu:[47,102,111],baik:111,bake:66,balanc:[67,98,101,112],bandwidth:46,bare:[102,109],barrier:[96,98],barrierstatset:94,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,53,59,60,66,69,70,71,76,77,85,86,88,89,93,94,95,98,101,106,111,112,114],baseactiv:9,baseev:28,basematrix:88,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[79,80,86,96,101,102],basic:[2,8,28,51,62,66,69,70,77,88,114],batch:[2,8,9,13,15,18,21,28,29,31,33,35,36,42,49,52,57,58,60,77,87,88,98,101,102,112,113,114],batch_0:113,batch_id:[28,49],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,65],batch_siz:[2,13,49,58,111,112,114],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,88],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:107,bdist_wheel:72,beacus:51,beam:[8,85,98],beam_gen:[8,85],beam_search:[28,58,85],beam_siz:[8,58,85,97,98,100],becaus:[4,7,8,14,29,31,32,33,38,46,58,61,64,65,71,73,74,77,78,85,86,88,90,93,100,101,106,114],becom:[67,73,76,94],been:[2,8,9,32,37,47,86,87,114],befor:[4,8,9,33,40,45,50,60,61,65,71,79,80,87,89,93,101,106,109],begin:[4,7,8,18,36,38,42,45,50,58,88,96],beginiter:[28,29],beginn:85,beginpass:[28,29],begintrain:29,behavior:94,behind:77,being:[21,40,63,65,90,93,112],belong:[7,8,66,73],below:[2,31,33,38,46,54,61,65,66,67,71,77,78,79,82,85,88,94,96,101,106,112,114],benchmark:54,benefit:[9,40,41,58],bengio:20,besid:[1,8,14,66,82],best:[32,80,86,98,114],besteffort:102,beta1:[10,23],beta2:[10,23],beta:[49,113],better:[9,32,47,58,101,109,112],between:[7,8,15,21,28,32,33,38,46,47,56,61,66,67,68,70,73,80,89,90,101,112,114],bgr:[15,113],bi_gru:9,bi_lstm:9,bia:[8,9,21,58,64,85,88,113],bias:[8,88],bias_attr:[8,9,21,64,85],bias_initi:21,bias_param_attr:9,biases_:88,biasparameter_:88,biassiz:88,bidi:102,bidirect:[8,9,85],big:[67,94,109],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:94,bin:[80,96,101,102],binari:[2,7,8,13,32,41,46,49,54,66,79,81,82,86,93,94,101,111,114],bind:[46,48,73,76],bit:[46,47,114],bla:80,black:49,blank:[8,101],block:[8,34,36,38,42,43,47,53,57,59,66,67,76,88,89,90,94,98,113],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,64,69],blockdescbind:53,blueprint:58,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,69,85,91,95,110],bool:[2,6,7,8,9,10,11,13,15,28,31,46,52,63,64,74,75,77,78,88,98,100,114],boost:76,boot:[8,85,109],boot_bia:8,boot_bias_active_typ:8,boot_lay:85,boot_stat:77,boot_with_const_id:8,bootstrapp:109,borrow:[49,77],bos_id:[8,85],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,58,63,66,67,74,76,85,88,89,90,91,94,96,101,112,113,114],bottleneck:[94,113],bottom:28,bound:8,boundari:66,boundri:7,bow:114,box:[8,49,94],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,62,66,72,82,87,89,91],breadth:98,break_if:77,brief:[32,38,46,76,90],briefli:94,bring:[47,90],broadcast:[21,33,69,109],broken:87,browser:[80,91,93,101],bsd:86,bucket_nam:101,buddy_alloc:87,buf:36,buf_siz:13,buffer:[2,13,36,54,60,65,73,95,98],buffer_s:13,buffered_read:65,bufsiz:13,bug:[87,101],build:[8,14,32,41,47,50,51,60,66,71,72,75,80,82,83,87,89,93,96,98,101,103,104,108,111,113,114],build_android:106,build_dict:14,build_model:49,builder:87,built:[32,46,47,66,75,77,79,82,86,93,106,107,109,112],bunch:[54,94,96,114],button:[87,91,101],c11:55,c703c041:87,c99:56,c99e:101,c_pre_init:21,cach:[46,66,79,114],cache_pass_in_mem:[2,114],cachetyp:[2,114],cacul:[9,42,96],caff:[31,47],caffe2:[31,47],calc_batch_s:2,calcul:[2,7,8,9,18,21,30,33,38,42,46,80,85,88,94,96,98,100,112],call:[2,7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,57,58,59,64,66,69,70,73,75,76,77,83,85,86,88,89,90,93,94,96,98,101,113,114],callabl:[2,6,8,13,14],callback:88,caller:[30,93,101],can:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,51,53,57,58,59,60,62,63,64,65,66,67,68,69,70,71,75,76,77,79,80,81,82,83,85,86,87,88,89,90,91,93,94,96,97,98,100,101,102,106,107,109,111,112,113,114],can_over_batch_s:2,cancel:40,candid:[8,58],candidate_activ:21,cannot:[68,69,73,77,88,89],cantain:51,capabl:[46,61,69],capac:[71,101],capi:[55,79],capi_prvi:56,caption:58,captur:[8,96],card:96,care:[9,41,65,76,80,97,98,109],carefulli:[98,113],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:75,cat:[13,15,80,96,113],categori:[8,14,33,114],categorig:14,categoryfil:102,caus:[33,45,82,89],caution:[101,102],cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:76,ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,center:[2,15],center_crop:15,cento:[79,82,83,109],central:71,ceph:[13,35,102],cephf:[35,41,44],certain:[1,59,73,76,97],certif:[29,44,101],cffi:55,cfg:102,cgo:55,chain:[13,50,88],challeng:[8,33,47,52,76],chanc:[29,46,88,114],chang:[8,14,32,37,41,47,61,62,65,70,73,79,85,87,88,89,90,94,96,98,101,106,114],channel:[8,9,15,21,94,113],channel_shar:8,channl:113,chapter:[57,58],chapter_data:57,chapter_out:57,charact:114,characterist:100,check:[2,13,31,32,47,63,69,79,82,87,89,91,98,100,101],check_align:13,check_attr:75,check_eq:88,check_fail_continu:2,check_grad:[30,89],check_l:88,check_output:89,check_sparse_distribution_batch:[97,98],check_sparse_distribution_in_pserv:[97,98],check_sparse_distribution_ratio:[97,98],check_sparse_distribution_unbalance_degre:[97,98],check_styl:87,checker:69,checkgrad:98,checkgrad_ep:98,checkmark:109,checkout:87,checkpoint:[63,67],checksum:44,child:31,china:80,chines:91,chip:47,chmod:101,choic:[32,47,80],choos:[43,79,80,81,86,98,106,114],chosen:[1,49],chunk:[37,44,112],chunk_schem:7,chunktyp:7,chw:15,cifar:112,circl:50,circumst:76,claim:101,claimnam:101,clang:[46,55,87,106],clarifi:7,clariti:58,classfic:113,classic:8,classif:[2,4,8,20,50,100,113,114],classifi:[8,49,112,113,114],classification_cost:[66,114],classification_error_evalu:[7,112,114],classification_evalu:7,claster:101,clean:[4,31,32,61,69,79,86,87],clear:[7,32,58,61,73,107],clearer:[61,64],clearli:73,cli:101,click:[82,87,91,93,94,101],client:[36,39,69],clip:[6,9,98,114],clock:8,clone:[8,79,86,87,91,93,106,107],close:[2,65,68,87],cloud:[32,33,41,44,45,68,69,109],cloud_read:13,cls:114,cludform:101,cluster:[13,28,29,31,33,38,66,68,97,98,102,114],cluster_test_fil:96,cluster_train:96,cluster_train_fil:96,cluster_train_v2:96,cm469:101,cmake:[56,79,86,87,88,89,91,93,94,106],cmake_build_typ:[93,106,107],cmake_install_prefix:106,cmake_system_nam:[106,107],cmakelist:[32,88],cmatrix:[55,56],cmd:[13,102],cname:101,cnn:[8,102,113,114],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,59,60,61,63,65,66,67,69,70,71,75,77,79,80,82,83,85,86,88,89,90,91,92,94,96,101,102,112,114],codebas:[69,87],coeff:8,collabor:33,collect:[8,14,28],collectbia:88,color:[15,113],colour:14,column:[7,8,21,50,65,68,88,93,111],column_evalu:7,com:[8,9,14,32,49,79,86,87,91,93,95,101,102,106,107,109,113],combin:[7,8,9,13,23,28,59,69,73,112],come:[21,42,62,66,76,77],comma:[25,28,38,98,111],command:[1,4,13,25,32,36,41,45,79,80,82,83,86,87,88,89,91,92,93,94,101,102,103,104,106,107,111,112,113],commandlin:94,commenc:114,comment:[32,51,75,87,89,114],commit:[32,87],common:[15,20,23,26,35,71,76,85,88,97],commonli:[45,71,85,93,94,100,107],commun:[33,38,39,66,67,87,88,96,101],compani:47,compar:[30,32,47,69,86,88,89,112,114],comparison:32,compat:[2,46,48],competit:112,compil:[8,32,51,53,66,70,74,75,78,86,88,91,96],complaint:32,complet:[4,8,9,14,23,28,31,33,37,38,44,50,54,69,81,88,89,90,93,101,102,109,114],complex:[1,2,9,40,58,69,85,94,114],complic:[8,48,65,66,77],compon:[51,66,77,88],compos:[13,29,48,51,57,64,69,112],composenotalign:13,composit:48,compress:37,compromis:86,comput:[8,9,21,25,29,30,33,46,47,51,54,59,60,66,67,68,70,73,76,78,80,85,86,87,88,89,93,94,95,96,100,101,106,107,114],computation:[8,85],computationgraph:51,concat:[49,85],concaten:[8,9,49,57,77],concentr:69,concept:[2,7,29,47,48,49,51,57,58,60,61,62,68,73,77,78,85],conceptu:[47,49,51],concern:[29,42],concis:[49,77],conckerneltrac:25,conclud:89,concret:[69,76,89],concurr:[33,40,47,67,96],concurrentremoteparameterupdat:98,cond:[21,31,47,52,62],condit:[8,37,47,52,66,85,102],condtion:49,conduct:94,conf:[4,8,96,111,112,113],conf_paddle_gradient_num:101,conf_paddle_n:101,conf_paddle_port:101,conf_paddle_ports_num:101,conf_paddle_ports_num_spars:101,confer:20,confid:8,confidence_threshold:8,config:[2,6,8,25,35,45,58,88,97,98,101,102,109,111,112,113,114],config_:[36,98],config_arg:[97,98,100,113,114],config_bas:[7,8,28],config_lay:88,config_len:38,config_pars:[4,88],config_proto:38,configur:[0,1,2,4,8,21,28,36,38,40,41,47,51,64,67,76,83,84,86,87,88,89,90,94,96,98,106,107,109,111,113],confirm:45,conflict:[73,87],confus:[15,49],congest:98,conll:14,connect:[1,9,21,41,66,67,88,96,101,102,109,112,113,114],connectionist:8,consequ:[8,9],consid:[7,8,20,63,76,86,94,100,109],consider:[2,8,9],consist:[7,8,14,15,37,54,62,65,69,70,75,89,113,114],consol:[94,101],consolid:[31,91],constant:[8,20,21,51,53,68,88,89],constantiniti:21,constantli:76,constraint:[66,73],construct:[2,4,7,29,51,57,64,69,73,75,78,85],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,64,69,73,75,88,89],consum:[33,93],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,54,61,64,68,69,70,73,74,75,77,78,81,82,85,86,89,96,101,113,114],container:96,containerport:101,content:[38,45,54,58,91,102],content_dir:91,content_len:38,context:[8,9,14,73,74,76,85,89,90,95,111,114],context_attr:9,context_len:[8,9,114],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,114],contin:101,continu:[2,7,33,54,96,98,106],contrast:8,contrib:71,contribut:[71,86,92],contributor:69,control:[6,31,68,98,101,102,109],conv2d:49,conv:[9,21,49],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_layer_attr:9,conv_num_filt:[9,22],conv_op:8,conv_pad:[9,22],conv_param_attr:9,conv_strid:9,conv_with_batchnorm:[9,22],conveni:[29,51,59,75],convent:[38,87,89],converg:[96,112],convers:[46,66],convert:[2,4,14,21,35,46,47,65,70,111,113,114],convlay:8,convolut:[8,9,13,21,22,49,64,76,112,113],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:[2,87],coordin:[33,38],copi:[28,29,37,40,45,50,57,58,60,77,79,87,96,101,112],copy_shared_paramet:112,copytonumpymat:112,core:[2,6,18,51,56,60,61,77,86,95,98],coreo:[101,109],corespond:76,corner:69,corpu:14,correct:[2,8,21,30,46,88,89,101],correctli:[7,13,46,49,88,112],corresond:46,correspoind:29,correspond:[2,4,8,21,26,29,31,32,46,51,52,57,58,64,68,69,70,71,75,88,89,90,93],corss_entropi:29,cortex:46,cos:[8,75],cosin:[8,21,75],cosineop:75,cosineopproto:75,cosineopprotomak:75,cost:[4,21,28,29,50,59,62,63,66,68,95,98,112,114],cost_id:8,cost_np:63,cost_val:66,could:[2,4,8,13,28,29,30,37,46,47,57,59,60,61,62,64,65,66,67,70,86,93,94,96,101,106,114],count:[7,33,41,42,63,65,94,96,98,100,102,111],counter:[25,33,37,50],cours:[7,41,86],covari:8,cover:90,cp27:82,cp27m:82,cp27mu:82,cpickl:113,cpp:[30,36,48,55,56,61,67,69,78,88,94,114],cprofil:93,cprofilev:93,cpu:[1,2,6,8,30,41,46,60,61,66,68,69,71,72,76,79,80,86,89,90,93,94,95,98,102,112],cpu_avx_mkl:82,cpu_avx_openbla:82,cpu_per_p:68,cpu_per_train:68,cpudevicecontext:[76,89],cpuinfo:80,cpuplac:[76,89,90,95],cpusparsematrix:56,crash:[33,94,96,98],creat:[4,6,8,13,18,21,28,29,30,31,33,38,42,44,45,46,47,48,49,50,57,59,60,61,64,70,71,80,83,86,87,88,89,91,96,98,106,109,111,112],create_backward_pass:59,create_bias_paramet:88,create_block:64,create_cloud_job:68,create_doc_str:75,create_input_paramet:88,create_oper:48,create_optimization_pass:[23,59],create_paramet:64,create_python_ops_creatation_funct:75,create_rnn:31,create_rnn_op:57,create_st:18,create_tmp_var:64,create_tmp_vari:64,create_var:64,create_whileloop:77,createargu:112,createfromconfigproto:[4,112],creategradientoper:70,createop:75,createoper:31,createstack:101,createvari:31,creation:[48,101],creationd:101,creator:[13,14,35,69,70],creator_:70,credenti:45,credit:112,crf:76,critic:[49,93],crlf:87,crop:[15,76,113],crop_grad:76,crop_siz:[15,113],crope:15,cropgradkernel:76,cropkernel:76,cross:[8,64,89,114],cross_compil:107,cross_entropi:[8,29,49,68,112],cross_entropy_with_selfnorm:8,crt:44,csc:88,csr:88,csv:25,ctc:7,ctc_evalu:7,ctest:[79,86,89],ctor:64,ctrl:[86,96],ctx:[89,90],cublas_handle_:76,cublashandle_t:76,cuda7:82,cuda8:[79,82],cuda:[25,32,47,69,76,80,82,86,89,94,96,98],cuda_dir:[97,98],cuda_fp16:46,cuda_profil:25,cuda_so:80,cudaconfigurecal:94,cudadevicecontext:[76,89],cudadevicegetattribut:94,cudaeventcr:94,cudaeventcreatewithflag:94,cudafre:94,cudagetdevic:94,cudagetdevicecount:94,cudagetdeviceproperti:94,cudagetlasterror:94,cudahostalloc:94,cudalaunch:94,cudamalloc:94,cudamemcpi:94,cudaplac:76,cudaprofilerstart:94,cudaprofilerstop:94,cudaruntimegetvers:94,cudasetdevic:94,cudasetupargu:94,cudastream_t:76,cudastreamcr:94,cudastreamcreatewithflag:94,cudastreamsynchron:94,cudeviceget:94,cudevicegetattribut:94,cudevicegetcount:94,cudevicegetnam:94,cudevicetotalmem:94,cudnn:[8,11,32,76,98],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[97,98],cudnn_convt:8,cudnn_dir:[97,98],cudnn_handle_:76,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:76,cudnnhandle_t:76,cudnnplac:76,cudnnv5:79,cudrivergetvers:94,cuinit:94,cumtim:93,cumul:8,cur_mem:58,curl:[13,101],curli:[31,50],current:[2,8,31,32,33,36,38,42,47,57,58,60,61,64,67,68,73,77,80,82,85,86,88,91,96,98,101,110,114],current_block:[62,64],current_oper:62,current_word:85,currentcost:114,currentev:114,curv:29,custom:[1,2,23,29,41,46,49,58,60,69,88,101],custom_batch_read:65,cut:[67,77],cut_lin:13,cutoff:14,cv2:15,cxx_compil:[106,107],cxxabi_1:82,cycl:33,cyclic:8,cython:55,d3e0:101,d_b0:49,d_b1:49,d_b2:49,d_block:49,d_f:49,d_g:49,d_h0:49,d_h0_bn:49,d_h0_relu:49,d_h1:49,d_h1_bn:49,d_h1_relu:49,d_h2:49,d_loss:49,d_loss_fak:49,d_loss_real:49,d_optim:49,d_step:49,d_t:49,d_w0:49,d_w1:49,d_w2:49,daili:87,dalla:2,dandroid_abi:106,dandroid_arm_mod:106,dandroid_arm_neon:106,dandroid_standalone_toolchain:106,danger:2,dangl:86,darwin:101,dash:49,dat:35,data:[0,1,2,4,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,58,59,60,61,62,64,67,68,69,71,73,74,75,76,77,78,83,85,88,89,90,94,95,96,97,98,100,103,113],data_batch_gen:112,data_dir:111,data_fil:15,data_i:49,data_initialz:114,data_lay:[2,36,112,114],data_layout:21,data_read:[13,65],data_reader_creator_random_imag:65,data_shar:77,data_sourc:112,data_typ:[13,14,54,74,78,83,85],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,95],dataflow:51,dataprovid:1,dataprovider_bow:114,dataprovider_emb:114,dataproviderconvert:4,datasci:8,dataset:[0,2,35,41,60,65,83,85,93,98,111,113,114],dataset_nam:15,datatyp:[14,18,74,78],date:96,dcgan:[49,112],dcmake_install_prefix:[106,107],dcmake_system_nam:[106,107],dcuda_arch_nam:79,dcudnn_root:79,ddim:[76,90],dead:33,deal:[109,112],debug:[2,30,45,47,66,80,87,93],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,54,60,70,71,74,110],declar:[8,21,31,49,57],declear:21,decod:[8,9,85],decoder_boot:85,decoder_dim:58,decoder_group_nam:85,decoder_input:[58,85],decoder_mem:[58,85],decoder_prev:9,decoder_s:85,decoder_st:[9,85],deconv:[8,49],deconvolut:[8,21],decor:[2,13,88],decrypt:101,deduc:69,deep:[8,20,40,49,50,69,71,76,80,94,112,113,114],deeper:[80,113],def:[2,8,13,29,30,35,41,42,48,49,51,57,58,59,64,65,75,77,85,88,89,112,113,114],def_block:49,defalut:[98,100],default_block:49,default_devic:100,default_main_program:[18,95],default_param_attr:64,default_st:77,default_startup_program:[18,95],default_valu:100,defaultinfervartyp:53,defect:61,defer:40,defferenct:2,defin:[1,2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,57,62,64,65,67,69,73,75,76,77,85,88,90,93,95,96,98,111,112],define_py_data_sources2:[2,113,114],definit:[2,31,33,37,43,62,66,70,75,77,80,89,93,95,111,114],definiton:48,degre:8,delai:[60,76,90,98],delar:114,delet:[41,44,87,110],deletestack:101,delimit:7,deliv:109,delta:[8,30],delv:[8,20],demand:[33,76],demo:[8,14,69,96,102,103,111,112,113,114],demolish:102,demonstr:[85,90,112],denot:[89,100,114],dens:[2,8,13,38,39,74,88,101,114],dense_arrai:13,dense_vector:[2,4,13,83],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,51,63,66,67,74,80,86,89,96,100,106,107,109],dependent_var:63,deploi:[8,96,100,109],deploy:[51,54,69,96,101,109],deprec:8,depth:31,dequeu:67,deriv:[5,29,52,59,106],desc:[31,54,64,75,77],desc_:31,descend:77,descent:[8,33,60,96],descproto:54,describ:[29,31,32,37,54,57,58,61,62,64,69,74,75,78,88,89,90,101,102,112,114],describestack:101,describestackev:101,describestackresourc:101,descript:[4,7,31,32,53,54,70,74,78,79,82,87,89,96,99,101],deseri:[28,54,61],deserializ:69,desgin:50,design:[2,8,13,20,36,55,60,71,89,109],desir:[13,33,60,101,102,111],destin:[38,45],destroi:31,destruct:73,destructor:88,det_output:7,detail:[2,4,6,7,8,9,10,21,30,37,41,45,47,49,51,54,57,64,66,68,71,73,77,78,79,83,85,86,88,89,90,91,93,94,96,99,100,101,102,107,109,111,112,113,114],detect:[53,79,87,106],detection_evalu:7,detection_output:7,determin:[2,8,13,31,69,88,112],dev:[69,80,86,93,106,109],dev_ctx:31,develop:[32,47,53,61,64,70,72,80,82,87,90,91,93,95,96,97,98,107],deverlop:98,deviat:[6,20],devic:[6,42,43,46,51,61,66,68,69,80,89,90,95,98],device_context:89,devicecontext:[31,89],deviceid:100,devid:[8,98],devtools2:79,dhcp:109,diagnos:96,diagram:[57,96,113],diamond:49,dic:15,dict:[2,7,14,28,64,68,96,114],dict_fil:[7,114],dict_siz:[14,36,58],dictionai:114,dictionari:[2,7,8,14,28,29,30,64,68,100,113,114],did:[2,61,80],diff_mat:30,differ:[2,7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,58,60,63,66,67,68,70,73,77,80,85,88,89,90,93,96,98,101,102,111,113,114],differenti:[48,89],difficult:[7,30,47,86],difficulti:20,dig:[80,94,101],digit:[2,8,96],digraph:51,dilat:8,dilation_i:8,dim0:89,dim1:89,dim:[8,13,36,54,57,69,74,76,78,88,89,90,111,113,114],dim_:[76,90],dimens:[5,8,9,11,13,21,49,69,74,76,77,88,89,90,100,111,114],dimension:[2,8,21,85,88,90,112,114],dimenst:111,dimes:8,dir:[106,113,114],direct:[8,9,15,60,93,113],directli:[1,2,9,20,23,26,32,39,41,46,61,66,75,77,81,96,102],director:89,directori:[1,8,32,35,40,44,45,76,79,80,86,90,91,94,96,98,102,106,107,110,113,114],diretcoti:113,dis_conf:112,dis_train:112,dis_training_machin:112,disabl:2,disadvantag:[60,64],discard:[13,33,37,58,98],discount:8,discov:33,discoveri:101,discrep:94,discret:8,discrim:49,discrimin:112,discriminator_train:112,discuss:[29,31,37,38,39,66,76],disk:[54,86,102],dispatch:[61,66,96,98],displai:[41,45,87],dist:[72,79],dist_train:[29,41],distanc:[7,8],distibut:111,distinguish:[32,96,112],distribut:[8,20,31,37,38,39,40,42,47,67,68,69,78,82,92,102,103,104,109,112,114],distribute_test:[97,98],distributedli:88,disucss:29,div:21,divid:[8,10,42,43,75,78,93,97],diy_beam_search_prob_so:[97,98],django:91,dnn:79,dns:101,do_forward_backward:65,doc:[4,13,51,57,77,89,90,91,96],doc_cn:91,dockefil:86,docker:[72,79,81,87,91,96,101,103,104,109],docker_build:29,docker_clust:96,docker_push:29,dockerfil:[86,106,107],dockerhub:80,document:[2,4,8,9,30,44,50,57,58,66,69,79,86,87,89,90,92,96,100,114],documentari:2,doe:[2,4,9,33,37,38,40,41,46,51,57,61,64,66,67,69,70,71,82,86,88,89,90,94,95,114],doesn:[6,8,13,29,31,65,68,80,86,87,93,94,102,106],dog:113,doing:[36,40,50,66,94],domain:101,don:[9,29,32,47,48,50,65,79,80,86,87,89,91,101],done:[7,8,9,32,33,37,38,53,54,60,66,70,71,87,93,94,101,112],dot:[8,9,89,98,113],dot_period:[98,100,112],dotmuloper:8,dotmulproject:8,doubl:[2,46,50,66,79,89,98],down:[94,114],download:[14,32,33,36,40,44,79,80,82,96,109,112,114],dozen:32,draw:58,drive:73,driver:[80,96],drop:[2,8,9,21,58],drop_rat:6,dropout:[6,9,88,114],dropout_prob:21,dropout_r:8,drpi_arm_neon:107,drpi_toolchain:107,drwxr:102,dst:38,dtoh:94,dtype:[4,18,21,51,64,95,113],due:[37,40,49,58,64,93],dummi:[28,37],dump:54,duplic:[21,67],durat:[37,94],dure:[1,2,8,9,21,26,31,33,37,40,41,42,60,69,88,89,97,98,101,109,114],durn:2,duse_eigen_for_bla:106,dwith_c_api:[56,106,107],dwith_gpu:[79,107],dwith_profil:94,dwith_python:[56,107],dwith_swig_pi:[56,106,107],dwith_test:[79,89],dwith_tim:94,dynam:[1,2,38,56,57,65,79,94,98],dynamic_cast:88,dynamic_recurrent_op:77,e2e:109,each:[1,2,4,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,57,58,61,63,64,65,66,67,69,70,73,74,75,76,77,85,88,93,96,98,100,101,109,111,113,114],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:[46,87,89],eas:[13,53,89,113],easi:[30,58,60,65,69,71,87,88,96,114],easier:[29,46,65,67,77,86,87,88],easili:[29,49,65,70,73,76],echo:80,edg:[15,68],edit:[7,80,86,101],editor:[64,86],edu:[14,101,102],eeoi3ezpr86c:101,effect:[2,8,28,79,98,101],effici:[1,2,8,54,65,66,76,85,86,88],effort:66,efg:8,efs:101,efs_dns_nam:101,efsvol:101,eigen:[46,60,69,71,76,89,106],eigen_device_:76,eigen_test:90,eigen_use_gpu:89,eigenmatrix:90,eigenscalar:90,eigentensor:90,eigenvector:90,either:[8,9,13,28,29,49,52,53,57,60,66,71,81,94,114],elb:101,elbapis:101,elder:47,elec:114,electron:[102,114],elem_dim:8,elememt:8,element:[2,4,7,8,9,13,15,21,28,30,37,51,58,67,68,69,89,90,114],element_typ:38,elementari:69,elementwis:21,elif:[29,75],els:[29,36,41,47,49,52,53,66,67,73,75,79,80,86,88,89,113,114],emac:86,email:87,emailweixu:32,emb1:36,emb2:36,emb:[102,114],embed:[29,31,36,53,58,67,74,77,85,96],embedding_lay:[36,114],embedding_nam:[8,85],embedding_s:[8,85],emphas:94,empir:8,emplace_back:88,emploi:[75,85],empti:[7,13,33,58,89],emul:46,enabl:[2,6,8,31,32,37,51,67,86,87,94,96,98,101],enable_grad_shar:[97,98],enable_parallel_vector:98,enableonstart:25,enc_proj:[9,85],enc_seq:9,enc_vec:85,encapsul:[38,68],encod:[9,37,58,85],encoded_proj:[9,85],encoded_sequ:[9,85],encoded_vector:85,encoder_ctx:58,encoder_ctx_expand:58,encoder_ctx_proj:58,encoder_dim:58,encoder_last:8,encoder_out_seq:58,encoder_s:85,encount:36,encourag:66,encrypt:101,encrypt_decrypt:101,end2end:109,end:[2,7,8,28,31,51,58,61,65,73,82,85,86,87,98,111],end_pass:29,end_po:8,endforwardbackward:28,endian:54,enditer:[28,29],endpass:[28,29],endpoint:[13,35,101],endtrain:29,engin:[41,94],english:[2,8,91],enjoi:80,enough:[31,86],enqueu:67,ensembl:9,ensur:[2,33,73,80,82,86,88],enter:[31,47],enterpris:69,entir:[8,9,38,40,89],entiti:[7,31,73],entranc:43,entri:[13,37,41,53,86,87,88,101,106],entropi:[8,64,114],entry_point:41,enueu:67,enumer:[5,114],env:[91,93,101],environ:[29,68,79,82,86,87,93,94,96,97,98,101,102,112],environmenterror:96,eos_id:[8,85],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,77,89,98],equat:[7,8,9,10,21,89],equilibrium:112,equip:85,equival:[29,31,47,52,75,109],error:[6,7,8,9,21,29,30,37,45,46,47,73,88,89,96,98,101,113,114],error_clipping_threshold:6,especi:[2,8,9,86],essenc:29,essenti:[8,29,43,46,90],estim:[8,29,60,67],eta:102,etc:[7,13,21,31,42,60,65,66,73,79,96,97,100,101,109],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:101,euclidean:8,eval:[7,18,31,42,49,68,69,114],eval_program:[18,42],eval_result:42,evalu:[1,8,16,27,28,40,43,51,63,66,68,94,95,114],evaluate_difficult:7,even:[29,46,47,64,65,86,87,94,98],evenli:[38,101],event:102,event_handl:[28,29],eventu:[66,77],everi:[1,2,7,8,9,13,18,29,33,37,38,40,42,50,51,53,57,64,67,73,75,85,87,88,89,90,95,96,98,114],everyon:87,everyth:[49,66,67,106],everywher:86,evid:61,evolv:47,exactli:[2,8,9,101],exampl:[1,2,7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,57,58,61,62,64,65,67,69,70,71,74,76,77,85,86,87,88,89,90,93,94,95,96,97,98,100,101,102,107,113,114],exceed:8,except:[2,8,14,40,47,50,77,100,111],exchang:61,exclud:8,exclude_mod:8,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:95,exec:98,execut:[32,33,37,41,42,43,49,51,68,70,86,88,93,94,101],executioncontext:[89,90],executor:[16,18,42,46,47,49,59,62,93,95],exist:[29,31,33,45,47,58,64,65,68,70,75,76,77,82,86,88,90,98,101],exit:[38,45,98,102],expand:[58,80,88],expand_a:8,expand_level:8,expandconvlay:8,expans:8,expect:[8,94],experi:[54,100],experienc:87,expert:32,expir:33,explain:[2,7,33,47,48,50,87,93,96,112],explan:[8,30,41,66,73,114],explicit:[77,88],explicitli:[2,29,66,68,89,90],explor:[8,58,71],expon:8,exponenti:5,expos:[39,54,76,77,101],express:[29,42,51,67,89,101],extend:[7,60,67,77],extens:[40,58,67,89,106],extent:56,extern:[2,32,55,56,69],external_librari:32,extra:[6,8,9,66,71,76,109],extra_lay:28,extraattr:[6,100],extraattribut:8,extraattributenon:8,extract:[7,8,47,61,66,89,101],extract_fea_c:113,extract_fea_pi:113,extract_para:111,extralayerattribut:[6,9],extralayeroutput:9,extrem:[8,47,94],extremli:1,f120da72:102,f7e3:101,fa0wx:102,face:[32,47,71],fact:[62,64,113],factor:[6,10,21],factor_s:8,factori:55,fail:[2,33,37,58,68,89,98,100,102],failur:[33,38,89],fake:[49,112],fake_imag:65,faked_imag:49,fall:[46,63],falloc:44,fals:[2,6,7,8,9,10,13,21,22,23,30,31,47,52,57,62,63,65,74,78,83,85,88,89,96,98,100,102,111,114],false_block:[31,52,62],false_label:65,false_neg:42,false_posit:42,false_read:65,familiar:2,fan_in:20,fan_out:20,fanscin:2,fantast:114,far:77,fascinatingli:1,fashion:66,fast:[8,37,94],faster:[8,9,26,33,47,80,85,94],fastest:47,fastli:87,fault:[28,37,69,79],favorit:86,fbd1f2bb71f4:102,fc1:[51,68,88,100],fc1_bia:51,fc1_weight:51,fc2:[51,68,100],fc3:[51,100],fc4:100,fc8a365:101,fc8a:101,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[64,75,88,100,114],fc_layer_nam:9,fc_mat:28,fc_op:75,fc_out:31,fc_output:75,fc_param_attr:9,fc_without_b:31,fclayer:88,fcop:48,fea:113,fea_output:113,feasibl:60,featur:[2,5,8,13,14,46,51,66,87,98,114],feed:[9,28,29,50,57,66,68,71,95],feed_dict:[49,68],feed_list:95,feeder:[13,95],feedforward:20,feel:87,festiv:2,fetch:[14,33,36,63,66,85,88,95],fetch_list:95,fetch_op:63,few:[2,32,33,60,65,66,74,86],fewer:[8,64],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,54,63,70,74,75,94,101],fifth:50,figur:[29,32,47,49,57,64,66,67,85,88,94,111,112,113],file:[1,2,4,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,54,56,65,66,69,76,78,80,82,83,85,86,87,88,89,90,95,96,98,106,107,109,111,113],file_list:2,file_nam:[2,113,114],file_typ:13,filenam:[2,15,35,64,93],fileoffset:44,filesystem:[40,41,44,66,101],fill:[8,21,33,37,47,64,101,114],fill_zero_grad:69,filter:[8,9,21,113],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,31,33,40,46,51,58,73,79,82,94,96,106],find_var:30,findop:31,findvar:[31,73],fine:[6,37,48],fingerprint:101,finish:[2,33,37,40,41,75,79,96,101,102],finit:88,finnal:80,first:[2,8,21,28,29,31,33,37,40,41,45,47,49,50,51,57,58,62,63,64,66,69,74,75,76,77,79,85,86,87,88,89,90,94,98,100,101,109,111,112,113,114],first_seq:85,firstli:[7,8],firstn:13,firstseen:102,fit:[1,14,46,54,58,69],five:[62,94,114],fix:[2,6,8,55,66,87,93],flag:[8,14,21,87,89,91,98,112],flatten0:51,flatten:[51,62,64,90],flexibl:[1,8,9,29,38,47,50,57,58,60,65,66,76,77,85],flip:15,flist:96,float16_t:46,float32:[4,13,21,46,48,49,64,65,89,95,112,113],float_16:21,float_to_half_rn:46,floor:8,flow:[21,31,57,72],fluid:[0,18,20,21,22,23,25,26,76,93],fly:114,fnt03:101,focu:[2,51,93,94],focus:89,folder:[32,35,41,45,101],follow:[1,2,7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,53,57,58,60,62,63,64,65,66,67,69,70,71,73,74,75,76,77,79,80,82,83,85,86,87,88,89,90,91,93,94,95,96,100,101,102,103,104,106,107,109,111,112,113,114],fool:112,forbid:29,forc:64,force_load:55,forest:31,forget:[10,29],forget_bia:21,fork:[8,87],form:[1,2,8,9,42,82,94],format:[1,2,7,13,14,15,21,25,28,30,37,46,47,58,77,83,87,88,89,90,96,98,101,111],former:[29,32,47,60],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,59,61,62,65,69,70,71,74,85,88,100,112],forward_op:30,forwardactiv:88,forwardbackward:28,forwardtest:4,found:[2,4,46,62,71,73,85,96,107,112,114],four:[2,7,42,47,50,111,113,114],foward:63,fp16:[46,69,78],fp32:[69,78],fp64:78,fpga:[68,95],fpgadevicecontext:76,fpgaplac:76,frac:21,frame:[7,69,77],framework:[29,31,42,46,51,60,62,69,71,73,75,76,87,88,89,93,95,96,113,114],free:[14,76,87,109],frequenc:[14,94,111,114],frequent:[37,65,69,71,96,106],fresh:[40,68],friend:73,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,57,58,59,61,62,64,65,66,67,68,69,70,73,76,77,80,82,85,86,87,88,89,90,93,94,96,98,100,101,102,106,109,111,112,113,114],from_no_sequ:8,from_sequ:8,from_tar:28,fromfil:[65,113],front:51,fuction:25,fulfil:94,full:[8,33,40,57,60,85,88,109],full_matrix_project:[9,85],fulli:[21,66,67,88,94,109,112,113,114],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,64,111],fullyconnectedlay:88,func:[13,37,70],funciton:[9,21],functor:[48,51],fundament:[46,67,69],further:[8,75,109],furthermor:68,futur:[8,40,46,57,66,69,106,110],fvs:75,fwd_op:70,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_h0:49,g_h0_bn:49,g_h0_relu:49,g_h1:49,g_h1_bn:49,g_h1_relu:49,g_h2:49,g_im:49,g_loss:49,g_optim:49,g_program:64,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,game:112,gamma:113,gan:29,gan_train:112,gangliao:32,gap:98,gate:[8,9],gate_act:[8,9],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,61,88,89],gauss:6,gaussian:[20,112],gaussian_normal_random:49,gcc:[46,55,69,79,86,93,106,107],gcc_3:82,gcreators_:75,gen:8,gen_conf:112,gen_train:112,gen_training_machin:112,gender:14,gendrated_id:58,gener:[1,2,4,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,62,63,64,65,66,67,69,70,74,75,76,77,87,89,94,96,98,100,101,106,107,111,113,114],generated_id:58,generated_scor:58,generated_word_embed:8,generatedinput:[8,85],generator_conf:112,generator_machin:112,generator_train:112,genert:2,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,57,58,64,68,69,70,73,75,76,77,79,80,82,85,87,88,89,93,94,96,101,105,113,114],get_all_op_proto:75,get_block:64,get_cloud_job:68,get_config_arg:[100,114],get_data:[102,114],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:88,get_mnist_data:112,get_model:113,get_movie_title_dict:14,get_nois:112,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_shap:28,get_support:82,get_symbol:51,get_tensor:30,get_training_loss:112,get_vari:31,get_word_dict:14,getbatchs:88,geteigendevic:90,getenv:[29,41,96],getinfervartyp:53,getinput:88,getinputgrad:88,getinputvalu:88,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:88,getoutputvalu:88,getparam:36,getparameterconfig:36,getparameterptr:88,getparameterspars:36,getparametersremot:36,getplac:[76,89,90],getsiz:88,getslotvalu:112,gettask:37,gettempl:101,gettranspos:88,getw:88,getweight:88,getwgrad:88,gist:9,git:[72,79,86,87,91,106,107],github:[9,32,49,79,86,87,91,93,95,106,107,113],give:[2,33,57,64,69,86,87,88,94,101,114],given:[2,8,13,21,28,38,40,47,48,49,58,65,67,68,71,77,88,98,112,114],glibc:[82,106,107],glibc_2:82,glibcxx_3:82,glide:32,global:[2,6,21,23,29,31,32,33,51,61,68,69,73,75,76,86,94,98,101],global_block:64,global_learning_r:6,global_pool:21,global_step:23,globalstat:94,globalstatinfo:94,globe:2,glog:87,glog_v:87,glog_vmodul:87,glorot10a:20,glorot:20,gnueabihf:107,go_librari:32,go_test:32,goal:[46,50,69,94],gob:37,godep:32,godoc:55,goe:[9,33,52,73,95],going:[48,60,93,96,109,114],golang:32,good:[49,60,65,71,93,94,109],googl:[29,69,87,93,96,106],googleapi:101,got:73,gpg2:101,gpg:101,gprotos_:75,gpu:[1,2,6,8,11,30,41,42,46,60,61,66,68,69,71,72,76,79,82,83,86,90,92,95,96,109,112,113],gpu_id:[98,100,112],gpu_per_train:[66,68],gpudevic:76,gpugpu_id:97,gpukernel:69,gpustarttimestamp:25,grab:33,grad:[30,38,74,98],grad_op_class:69,grad_op_maker_:70,grad_op_typ:[69,70],grad_op_type_:70,grad_share_block_num:[97,98],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,59,60,61,69,74,89,93,96,98,114],gradient_clipping_threshold:[6,114],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,56],gradientmachin:[4,28,56,61,112],gradientmachine_:36,gradopdescmak:[53,70],gradopdescmakerbas:70,gradopmak:70,gradual:94,grai:15,grain:48,gram:111,grandient:28,grant:101,graph:[8,21,28,31,32,33,42,43,47,49,57,60,62,66,68,78,90,111],graphviz:113,grayscal:2,great:[67,109],greater:[8,60,96],greaterthan:75,green:49,grep:[80,96],gridsize3d:25,groudtruth:85,ground:[7,8,114],group:[9,21,22,37,51,76,109],group_input1:85,group_input2:85,group_input:85,grouplen:14,grow:87,grpc:109,gru:[8,58,85,114],gru_bias_attr:9,gru_decod:85,gru_decoder_with_attent:85,gru_encoder_decod:111,gru_layer_attr:9,gru_memori:9,gru_out:58,gru_siz:114,gru_step:[58,85],gru_step_lay:9,grumemori:[9,85],gserver:[8,88],gsizex:94,guarante:[64,88],guard:36,guest:[82,86],gui:[93,94],guid:[25,44,69,85,87,88,94,101,102,111],gzip:[13,37,102],h0_bn:49,h_prev:31,had:[47,86],hadoop:[13,29],half:[46,101],half_to_float:46,hand:[69,76,90,96],handi:32,handl:[13,29,41,51,61,65,66,68,73,76,77,95],handler:[28,31],handwrit:2,happen:[37,75],hard:[47,58,66,67,77,86,101,114],hardwar:[47,76,86,94],has:[2,4,7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,54,58,62,66,67,68,69,74,75,76,85,86,87,88,89,94,95,101,102,109,111,114],has_kei:28,has_selected_colum:8,hasdependentvar:63,have:[1,2,4,8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,50,54,57,58,60,61,62,64,65,66,67,68,69,70,73,74,76,78,79,80,85,86,88,89,94,96,98,100,101,107,109,111,114],haven:86,hdf:[1,13,35],head:[87,89,96,111],header:[38,54,56,69,76,88,106,107,111,113],headip:96,heard:86,heavi:96,height:[8,13,15,31,55,65,88,89],height_:74,held:33,hello:29,help:[2,4,8,21,31,45,51,58,65,69,77,86,87,93,96],helper:[8,21,66,70,77,88],henc:[60,64,66,70,71,73],here:[2,4,6,7,8,9,13,29,32,33,39,45,47,50,51,57,65,71,75,79,80,82,85,87,89,91,96,97,100,101,102,107,109,111,113,114],heterogen:[66,67],heurist:[8,58,67,98],hidden:[8,9,59,66,85,101,114],hidden_dim:21,hidden_out:31,hidden_s:9,hierarch:[8,62,64,69,85],hierarchi:69,high:[6,20,46,76,88,96,109,112],higher:[1,48,57,77,87],highest:[13,31],highli:[1,2,14,77,85,100],him:29,hint:[67,93],his:68,histor:48,histori:10,hl_get_sync_flag:88,hold:[29,33,37,39,46,49,51,53,68,73,75,76,90,101],holder_:[76,90],home:[35,45,66,68,80,93,96,101,102],honor:37,hook:[2,6],hookattr:6,hookattribut:6,horizont:[8,15,113],host:[32,41,101,102,106,107],host_c:[106,107],hostfil:96,hostnam:101,hostpath:102,hostport:101,hour:86,hourli:87,hous:[2,14,83,111],how:[1,2,6,8,21,29,31,33,37,45,48,51,57,58,61,66,71,75,85,86,93,96,98,101,102,105,107,113,114],howev:[2,8,9,30,40,47,60,61,64,65,66,70,71,74,75,76,85,97,98,101],howto:96,hpp:[46,55],html:[14,20],htod:94,http:[8,9,13,14,20,32,41,49,79,80,86,87,91,93,95,101,102,106,107,109,112,113],huber:8,huge:60,human:[8,20],hwc:15,hyper:[8,49,88],hyperparamet:[8,71],hyperplan:13,i1117:94,iOS:107,iamfullaccess:101,iamusersshkei:101,icc:47,ics:14,id_input:7,id_rsa:96,idea:[32,47,60,65,71,93],ideal:66,ident:[8,70,89,101],identifi:[8,52,88],identityoffsetproject:8,identityproject:8,ids:[7,8,21,58,88,114],idx:[37,49,88],ies:45,ifels:[31,62],ifelseop:62,ignor:[2,8,21,98,111],illustr:[2,7,33,38,48,57,66,68,85,88,94,114],ilsvrc:113,im_siz:49,imag:[2,11,12,13,14,21,22,29,47,49,50,58,59,62,65,68,79,86,87,100,101,103,104,109,112,113],image_a:65,image_b:65,image_fil:65,image_h:21,image_lay:65,image_list_provid:113,image_nam:29,image_path:65,image_reader_cr:65,image_s:113,image_w:21,imagenet:[8,20,35],imagepullpolici:101,imageri:8,images_reader_cr:65,imagin:50,img2label:15,img:[2,8,9,66],img_conv_lay:9,img_featur:2,img_pool_lay:9,imgsiz:94,imgsizei:94,imgsizex:94,imikolov:96,immedi:[60,71,79,101],immutable_paramet:29,impel:76,imperfect:69,implement:[2,8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,55,56,58,61,63,66,67,73,75,76,77,85,114],implemet:36,impli:32,implicit:68,imposs:[58,109],improv:[8,67,69,93,94,101],in_fals:21,in_plac:21,in_tru:21,inarg:36,inbound:101,includ:[1,2,7,8,9,14,15,23,29,31,32,38,41,46,47,49,51,55,56,57,58,62,64,69,75,79,82,85,86,88,89,93,94,96,98,101,102,106,107,111,114],inclus:58,incorpor:8,incorrect:8,increas:[33,37,46,96,98],increment:[42,50,98],incupd:88,inde:[13,47],independ:[8,30,38,68,73,76,109,114],index:[2,7,8,11,13,14,21,28,30,31,33,37,62,64,77,101],indexslot:8,indic:[2,7,8,21,31,38,49,57,62,70,74,76,77,96,101,106],indice_map:77,indices_map:77,individu:[33,101],industri:[33,54,109],ineffici:61,infer:[0,15,29,31,33,42,47,52,53,55,63,64,68,69,74,83,107],infer_shap:64,infer_var_type_:53,inferfac:53,inferior:40,infernec:107,infershap:[31,64,69,89,90],infershapecontext:[89,90],infervartypefn:53,info:[7,8,14,46,57,88,96,109],infom:8,inform:[4,8,14,21,28,31,41,45,51,54,57,64,66,71,73,74,87,88,89,90,93,94,98,101,106],infrastructur:[47,101,112],ingor:98,inherit:[31,59,69,76,89],ininst:29,init:[6,20,28,31,49,57,58,66,83,88,96,100,101,112,114],init_attr:64,init_from_tar:28,init_hook:114,init_model_path:[97,98,100,111,114],initi:[2,4,6,8,9,14,16,21,28,32,37,42,50,57,60,64,66,67,71,75,77,83,85,88,89,95,98,111,112,114],initial_max:6,initial_mean:[6,8],initial_min:6,initial_std:[6,8],initialize_op_attr:64,initpaddl:[4,112],initrd:109,inlcud:9,inlin:[76,90,101],inner:[8,88],inner_param_attr:9,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:90,input1:[8,9,90],input2:8,input:[2,4,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,57,58,60,61,63,64,65,66,67,68,69,70,73,75,76,77,83,85,87,88,89,90,95,96,100,111,112,113,114],input_conf:8,input_data:88,input_data_target:88,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:88,input_id:8,input_imag:9,input_index:88,input_label:88,input_lay:88,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:77,input_seq:8,input_sequence_data:88,input_sequence_label:88,input_sparse_float_value_data:88,input_sparse_non_value_data:88,input_t:88,input_to_check:30,input_typ:114,input_valu:30,input_var:[30,64],inputbuff:36,inputdef:88,inputgradi:70,inputlayers_:88,inputs_to_check:30,inputtyp:[2,13],insert:[63,69,70,87],insid:[7,9,21,33,42,61,65,66,67,69,70,80,101],inspir:111,instal:[8,41,72,79,80,86,87,91,93,96,102,113],install_android:106,instanc:[8,30,31,33,35,39,43,52,57,58,60,64,66,69,70,85,88,90,94,98],instance_ip:101,instanti:[33,43,95],instead:[8,9,11,13,32,36,41,46,47,50,51,66,86,87,114],instrins:46,instruct:[31,50,80,86,94,106,114],int16:78,int32:[62,77,78,98],int64:[44,74,78],integ:[2,7,8,13,21,37,41,46,55,58,88,114],integer_valu:[2,13,114],integer_value_sequ:[2,13,58,85,114],integr:[7,79,109],intel:[47,76],intellig:[20,43],intend:79,inter:[8,66],interact:[8,80,101],intercept:8,interchang:[50,69],interest:[46,94],interestingli:47,interfac:[0,4,6,8,9,20,23,25,26,28,31,37,41,45,51,61,69,70,76,79,89,90,101,109],interg:114,intergr:8,intermedi:[45,49,59,66,86,106,107],intern:[8,9,20,23,28,46,93,96,101],internet:[32,33,109],interpret:[2,7,47,79,94],interv:8,inth:90,intrins:[46,107],introduc:[2,8,15,31,33,49,54,71,73,75,89,93,96,102],introduct:[3,112],introductori:86,intuit:[40,69],invalid:[65,73],invent:47,invoc:[32,47,48,69],invok:[2,8,18,28,61,64,66,67,69,70,75,86,87,94,101],involv:[47,58,89,112],iob:7,ioe:7,ips:101,ipt:[8,64,75,85],ipx:109,ipython:29,is_color:15,is_discriminator_train:112,is_gener:[111,112],is_generator_train:112,is_loc:28,is_predict:114,is_revers:21,is_seq:[8,85],is_spars:21,is_stat:6,is_target:63,is_tensor:75,is_test:[21,113],is_traget:63,is_train:[2,15],isn:94,isspars:88,issu:[32,49,68,80,82,86,87,94],istag:72,item:[8,13,28,40,46,65,83,109],iter:[8,9,10,13,28,29,33,47,60,65,66,77],iter_multiple_input_and_param:64,its:[2,8,9,20,26,28,29,30,31,33,37,42,47,49,50,51,53,54,57,58,60,61,63,64,69,70,73,74,75,76,82,88,89,90,94,96,98,101,111,112,114],itself:[33,40,47,60,73],ivs:75,java:[31,55,62,69],jeremi:94,jian:20,job:[4,14,40,66,68,69,80,97,98,100,113,114],job_dispatch_packag:96,job_id:14,job_mod:111,job_nam:[41,101],job_namespac:101,job_path:101,job_workspac:96,jobpath:101,jobport0:101,jobport1:101,jobport2:101,jobport3:101,jobserv:41,join:33,joint:111,jointli:9,journei:80,jpg:[15,113],json:[51,101,102],jth:9,judg:8,juditski:60,jupyt:[41,80],just:[2,5,7,8,9,14,21,32,37,38,49,53,60,61,64,65,66,69,70,71,73,74,79,82,86,87,96,100,101,106,111],jx4xr:101,jypyt:29,k8s:109,k8s_data:101,k8s_job:29,k8s_token:29,k8s_train:101,k8s_user:29,kafka:35,kaim:20,kaimingh:113,kebilinearinterpbw:94,kebilinearinterpfw:94,keep:[2,8,13,15,20,33,50,58,60,64,73,75,79,87,109],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,69,70,75,77,86,87,89,94],kept:[8,64],kera:71,kernel:[8,30,46,47,60,71,74,76,89,90,94,114],key1:98,key2:98,key_pair_nam:101,keyid:101,keymetadata:101,keypair:101,keyserv:101,keystat:101,keyusag:101,keyword:[2,64],kill:[33,101],kind:[1,2,29,30,33,39,50,59,76,78,80,101,102,112,114],kms:101,know:[2,29,37,54,87,88,93,94,96,101,106],known:[21,31,47,48,57,112],kriz:14,kselectedrow:74,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:101,kubectl:[96,102],kuberent:[33,101],kubernet:[29,33,69,92,103,104,109],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,64,75,114],kwd:25,l1_rate:6,l1_regularization_op:71,l2_rate:6,l2_regularization_op:71,l2_sim:8,l2regular:114,l93:36,label:[2,4,7,8,13,14,15,21,28,42,47,49,50,51,59,62,65,66,67,68,95,102,112,113,114],label_dim:[8,114],label_fil:65,label_lay:65,label_path:65,lag:98,lake:2,lambdacost:8,lambdarank:8,lan:96,languag:[8,14,50,69,73,100,111],larg:[11,14,54,60,66,67,87],larger:[2,6,7,8],larger_than:[31,52,62],last:[7,8,9,21,47,57,62,85,98,114],last_seq:58,last_time_step_output:8,lastseen:102,latenc:[8,46,66,96,101],latent:8,later:[32,47,69,71,76,79,82,89,90,101,110,114],latest:[8,31,32,33,40,79,80,82,91,102],latter:[60,77,93],launch:[98,101],launcher:29,layer1:[8,9],layer2:8,layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,59,60,62,65,66,67,69,71,75,76,77,83,85,92,95,97,98,111,112,113,114],layer_0:88,layer_attr:[8,85,100],layer_num:[100,113],layer_s:8,layer_typ:8,layerbas:88,layerconfig:88,layergradutil:88,layerhelp:[21,64],layermap:88,layeroutout:8,layeroutput:9,layout:15,lazi:[60,71],lbl:7,lead:94,leaki:49,learing_r:59,learn:[6,7,8,9,10,14,29,38,40,49,50,58,60,65,66,67,68,69,71,76,80,85,86,88,89,91,94,110,113,114],learnabl:28,learning_method:[111,114],learning_r:[6,23,38,66,95,111,114],leas:33,least:[7,33,82,106],leav:[2,31,101],lecun:14,left:[8,31,90,113],left_cmd:13,left_right_flip:15,legaci:80,legal:75,len:[2,8,38,44,47,64,83,88,114],length:[8,9,13,14,15,21,38,46,54,57,58,69,77,85,98,102],less:[8,29,109],less_than:29,let02:102,let:[4,7,8,29,31,40,47,48,50,57,58,59,70,76,89,93,101],level:[6,8,20,21,46,48,51,54,57,58,76,77,78,87,96,98,106,112],lgtest:32,lgtest_main:32,lib64:[80,98],lib:[56,79,80,93,96,106,107],libapi:32,libari:56,libc:82,libcuda:80,libgcc_:82,libgoogl:93,libnvidia:80,libpaddl:[55,56,69,93],libpaddle_capi:56,libpaddle_gserv:56,libpaddle_math:56,libpython2:79,librari:[8,32,39,56,66,79,82,89,96,98,107],libstdc:82,life:33,lifecycl:109,lifetim:[73,82],lightweight:48,like:[2,7,8,13,14,21,31,32,33,36,41,47,48,49,50,51,53,60,64,65,69,70,71,73,74,77,79,82,85,86,87,93,94,95,96,97,100,101,106,107,109,111,113,114],limit:[8,13,21,47,54,58,69,71,94,98],linaro:107,line:[1,2,4,7,13,25,32,36,41,45,47,50,60,62,64,69,71,86,87,92,93,94,100,101,111,113],line_break:13,linear:[8,21,58,83],lineno:93,link1:46,link2:46,link:[8,9,32,44,45,73,82,89,101,109,114],linux:[13,44,80,82,86,87,101,107],linux_x86_64:[72,82],lipeng:111,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,59,61,64,68,70,73,77,83,85,86,88,89,93,96,98,100,101,107,113,114],listdir:96,listen:[33,96,98],littl:[1,2,38,47,54,98,114],live:[89,95],load:[1,2,4,15,29,33,49,64,66,79,89,98,101,113],load_and_transform:15,load_featur:113,load_feature_c:113,load_feature_pi:113,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[97,98,100,111],load_mnist:49,load_uniform_data:112,loadparamet:4,loadsave_parameters_in_pserv:[36,97,98],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,57,62,64,69,79,80,86,87,93,96,97,98,102],local_scop:30,localhost:[80,91],localpath:45,locat:[8,28,32,47,77,85,88,96,107,114],lock:[32,33,37,38,67],lod:[21,54,57,74,77,78],lod_desc:[74,78],lod_expand:58,lod_level:[21,64,74,78],lod_tensor:[21,57,74,78],lod_tensor_arrai:21,lodtensor:[53,54,69,78],lodtensordesc:[54,74],log:[2,37,45,49,66,82,88,96,98,101,102,107],log_barrier_abstract:98,log_barrier_lowest_nod:[97,98],log_barrier_show_log:[97,98],log_clip:[97,98],log_error_clip:[97,98],log_period:[98,100,102,112,114],log_period_serv:[97,98],logarithm:5,logger:2,logic:[2,40,49,53,59,61,66,67,73,77,89],login:[82,96],logit:49,longer:[33,66],look:[2,7,31,41,47,50,60,64,70,71,95,96,97,101,102,112,114],lookahead:8,lookup:[21,53,58,95,114],lookup_t:21,loop:[30,31,47,65,73],loop_var:77,loss:[8,23,49,51,59,60,71,88,112,114],lot:[58,60,64,66,71,96,97,109],low:[8,20,59,76,77],low_rnn:57,lower:[8,46,57,58,87,96],lower_level_rnn:57,lowest:98,lpaddle_capi_shar:56,lpaddle_capi_whol:56,lrelu:49,lstm:[8,85,102,114],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:9,lstm_layer_attr:9,lstm_size:114,lstm_step:9,lstmemori:[9,85],lstmemory_group:8,ltr:8,mac:[56,86,87,106],machin:[9,14,28,47,49,60,66,67,71,79,82,86,88,96,97,98,100,101,102,107,109,114],machine_transl:85,maco:[82,83,86],macro:[48,70,89],made:[2,33,38,47,85],mai:[2,8,9,30,31,42,46,65,66,67,68,69,73,79,80,90,91,94,96,101,107],main:[2,4,21,47,51,62,69,82,93,96,101],main_program:[18,21,22,42],mainli:[39,76,79,89,98],mainlin:82,maintain:[8,31,37,60,64,69,101,110],majel:32,major:[46,66,106,112,113],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,57,58,60,61,64,65,66,69,71,76,77,79,86,87,88,89,93,94,96,101,106,107,109,114],make_ddim:90,make_function_oper:48,make_vari:75,maker:[69,70],malloc:[76,88],man:44,manag:[23,28,33,38,39,45,66,73,76,82,91],mandarin:8,mani:[9,15,32,37,47,49,58,61,64,69,70,73,74,75,77,86,98,114],manili:51,manipul:[47,64,70,96],manner:[8,60,71],manual:[59,60,66,70,96,106,109],manufactur:47,manylinux1:82,manylinux1_x86_64:[72,82],map:[2,7,8,13,28,29,31,37,64,70,73,75,76,77,86,98,109,113],map_fn:77,map_read:13,mapper:13,mapreduc:[29,96],mark:[2,49,50,57,58,67,73,85,93,109],market:46,mask:[6,8,21],master:[29,40,69,72,98,107],mastermind:32,mat:[55,56],mat_cache_row:36,mat_norm:36,mat_normal_shar:36,mat_param_attr:9,mat_sparse_row:36,mat_sparse_row_auto_grow:36,mat_sparse_row_id:36,mat_sparse_row_prefetch:36,mat_sparse_row_prefetch_full_s:36,mat_value_shar:36,match:[8,21,32,46,82,94],matchbox:109,math:[9,55,69,87,88,89,94],mathemat:71,matirx:8,matmul:[31,51,57,77,89],matric:[4,85,88],matrix:[7,8,9,13,21,28,36,55,56,88,89,97,100,113],matrixptr:88,matrixtyp:56,matter:2,mattyp:36,matur:96,max:[2,6,8,13,14,21,22,30,64,94,98,100,114],max_diff:30,max_id:[8,28,114],max_job_id:14,max_length:[8,58,85],max_movie_id:14,max_relative_error:[30,89],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:[7,114],maxid_evalu:7,maxid_lay:114,maxim:8,maximum:[7,8,14,31,38,85,89,94,98,114],maxinum:11,maxoutfunctor:76,maxpool:8,mayb:31,md5:[14,34],mean:[2,6,7,8,9,10,11,13,15,20,28,32,43,51,58,63,65,66,73,80,85,86,89,93,94,95,98,100,101,109,111,112,113,114],mean_meta:113,mean_meta_224:113,mean_valu:113,mean_var_nam:8,meant:77,measur:[42,94],mechan:[8,9,39,42,64,70,85,101],mem:[8,31,41,58],mem_per_p:68,mem_per_train:68,member:[8,14,29,50,51,61,64,73,89],memcpi:[61,94],memor:8,memori:[1,2,9,21,31,36,37,41,46,54,58,60,69,85,86,87,88,90,94,95,98,100,102,114],memory_boot:9,memory_nam:8,memory_test:86,memory_threshold_on_load_data:98,memoryalloc:76,mention:[21,32,37,57,60,66,67,86],mere:9,merg:[8,18,38,40,42,57,61,87,91,98,111],mergedict:111,messag:[31,47,50,54,62,63,64,69,70,74,78,87,98,102],meta:[113,114],metaclass:89,metadata:[44,101,102],metal:109,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,59,64,65,67,69,73,74,77,80,82,88,89,90,91,93,94,98,100,114],methodolog:60,metric:[18,42],microarchitectur:46,might:[8,31,32,47,62,67,86,87,88,93,101,106],mileag:94,million:[14,100],min:[6,8,64,94,100,101],min_block:31,min_count:67,min_desc:31,min_pool_s:2,min_word_freq:14,mind:93,mini:[2,8,13,18,28,31,33,42,52,57],mini_batch:65,minibatch:[8,21,31,42,47,50,52,62],minim:[2,23,31,47,49,59,67,69,95,98,106,107],minimum:[8,106],minimun:98,minsizerel:[106,107],minst:2,minu:70,minus_grad:70,minusgradop:70,minusop:70,minusopgradmak:70,minusopprotoandcheckermak:70,minut:[33,40,80,86,101],mirror:[32,80],mislead:38,miss:[49,98,111],mistak:47,mit:101,mix:[9,77,85],mixed_lay:9,mixed_layer_attr:9,mixedlayertyp:8,mixtur:93,mkdir:[45,79,91,96,101],mkl:[47,69,76,79,80],mkldevicecontext:76,mkldnn:8,mkldnn_batch_norm:8,mkldnnplace:76,mlp:51,mlr:20,mnist:[2,4,35,49,50,62,65,66,68,69,93],mnist_provid:2,mnist_random_image_batch_read:65,mnist_train:[2,65],mnist_train_batch_read:65,mobil:[46,47,69,91,105],mod:96,mode:[8,25,28,46,87,98,112,113],model:[0,1,4,8,9,14,28,31,33,34,42,50,59,60,66,67,68,69,71,77,83,87,88,91,92,98,101,110],model_config:[4,112],model_list:[98,100],model_path:100,model_zoo:[111,113],modif:81,modifi:[4,8,46,51,66,71,85,88,89,96,101],modul:[1,2,4,9,14,28,48,49,58,66,77,89,93,113,114],modular:58,modulo:8,moment:[23,93],momentum:[6,21,23,73,114],momentumop:93,mon:102,monitor:114,mono:8,month:[32,114],more:[1,2,4,7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,57,58,59,64,65,66,67,69,71,77,79,80,83,85,86,88,89,90,91,93,94,95,96,100,102,107,109,114],most:[2,4,8,13,21,28,29,32,40,50,51,58,60,65,66,71,76,82,85,88,93,94,95,97,109],mostli:[46,109],motiv:69,mount:[41,80,96,101,102],mountpath:[101,102],move:[8,33,37,45,47,60,80,94,101,109],movement:94,movi:[2,14],movidiu:47,movie_categori:14,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:96,mpirun:96,mse:[47,50,59,62],msra:20,much:[8,33,47,59,65,71,77,94],mul:[48,64,68,88,89],mul_grad:89,mul_op:[21,89],mul_ratio:8,mul_result:64,mulgradkernel:89,mulkernel:89,mulop:[48,89],mulopgrad:89,mulopmak:89,multi:[8,42,61,88,93,96,97,98,109,113],multi_binary_label_cross_entropi:8,multi_crop:113,multigradientmachin:61,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,48,66,67,68,69,78,85,88,89,93,96,98,100,101,112,114],multiple_input:64,multiple_param_attr:64,multipli:[7,8,88],multiprocess:13,multithread:2,must:[2,5,7,8,9,13,15,21,38,54,63,64,65,69,75,85,88,89,90,96,98,100,101,106,107],mutabl:[76,90],mutable_data:[76,89,90],mutuable_data:[76,90],mxnet:[31,47],my_cluster_nam:101,my_external_dns_nam:101,my_lib:96,mypaddl:102,name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,58,62,64,68,69,72,74,75,77,78,80,82,83,85,86,88,89,94,95,96,98,100,102,103,104,109,111,112,113,114],name_prefix:35,namespac:[31,52,55,64,88,89,102],nativ:[8,46,87],natur:[37,40,58,67,77,100],navig:91,ncall:93,nchw:[8,21],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:106,nearest:[46,114],nearli:30,necess:77,necessari:[2,8,31,38,40,42,54,58,61,64,75,77,88,96,114],necessarili:88,need:[2,7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,58,59,60,61,63,64,66,67,68,69,70,71,73,74,75,76,77,79,80,81,82,83,85,88,89,90,91,96,97,98,100,101,102,106,107,109,112,113,114],neg:[2,7,8,114],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighbor:114,neon:[46,106,107],ner:7,nerual:21,nervana:47,nest:[2,8,13,31,62],net:[8,9,16,31,49,57,73],net_diagram:113,netop:[31,69],network:[1,2,4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,57,59,60,65,66,67,71,73,75,76,78,83,88,89,90,94,96,98,109,111],network_config:100,networkadministr:101,neural:[2,4,8,9,13,20,28,29,31,33,51,57,60,66,71,73,76,78,83,90,94,96,98,111,112,113],neuralnetwork:61,neuron:[4,21,88,114],never:[13,65,73,101,102],new_block_idx:64,new_stat:57,newblock:64,newer:106,newest:38,newli:[46,109],newop:31,newopdesc:64,newprogram:64,newremot:66,newvardesc:64,next:[8,14,33,39,58,77,85,88,89,93,94,98,101,102],nfs4:101,nfs:101,nfsver:101,ngram:14,nic:[97,98],nil:37,nine:14,nlp:[2,8],nltk:14,nms_threshold:8,nms_top_k:8,nnz:88,no_cach:2,no_grad_set:[23,30,89],no_sequ:[2,8],node1ip:96,node2ip:96,node3ip:96,node:[8,32,40,51,58,66,67,68,69,78,86,88,96,98,101,102,109],node_0:101,node_1:101,node_2:101,node_id:96,nodeattr:51,nodeentri:51,nodefil:96,nodesep:51,nohup:96,nois:[8,33,49,96,112],noise_dim:112,noisi:[8,49],non:[8,21,33,46,74,88,89,98,101],none:[1,2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,57,58,59,62,64,68,75,77,85,95,113,114],nonlinear:[20,88],nor:86,norm:[9,49,112],norm_by_tim:8,normal:[2,4,8,9,14,20,60,85,88,96,98,102,111,112,113],normzal:113,notat:8,note:[2,4,6,8,9,11,15,18,28,29,31,36,37,41,54,65,69,76,79,80,89,90,91,94,96,98,100,101,111],notebook:[41,80],noth:[5,28,64,73,86,98],notic:[70,85,87,88],notif:87,notingradi:89,notion:77,notori:30,now:[2,13,32,33,49,54,60,67,69,70,71,73,98,101,112],np_arrai:13,nproc:86,nullptr:[70,73,88],num:[8,9,96,98,114],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,51],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[96,97,98],num_group:8,num_hidden:51,num_input:87,num_neg_sampl:8,num_p:[66,68],num_parameter_serv:29,num_pass:[28,97,98,100,102,114],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:74,num_shard:35,num_step:77,num_train:[66,68],number:[2,7,8,9,13,14,15,21,31,33,35,42,60,65,67,69,75,77,86,88,93,96,98,101,111,113,114],numchunktyp:7,numdevices_:100,numer:[8,89],numeric_grad:30,numerical_grad:30,numlogicaldevices_:100,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,64,65,79,89,112,113],numreal:36,numsampl:94,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:86,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,76,80,86,94,98],obei:7,obj:[2,113,114],object:[2,4,6,8,9,13,28,29,36,42,49,51,55,59,64,68,69,71,73,90,94,112,113,114],observ:[8,88,94],obtain:[40,60,114],obvious:[32,93],occupi:46,occur:[14,28],occurr:31,oct:102,odd:8,off:[56,79,80,86,96,106,107,109],offer:[4,31,68,69,75],offici:[8,32,87,91,101,106],offlin:[33,35,109],offset:[8,36],often:[8,36,51,87,93,96,114],ograd:88,old:[30,38,40,58,69,98],older:106,omega:71,omit:114,omp_num_thread:93,ompi_comm_world_rank:96,on_init:2,onc:[2,8,33,37,42,50,60,66,67,87,88,91,101,114],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,58,59,60,61,62,63,64,65,66,68,69,70,73,74,76,77,80,86,87,88,89,95,96,98,100,101,102,109,111,112,113,114],onehotcrossentropyopkernel:89,ones:[48,49,69,87,89],onli:[1,2,4,7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,45,46,47,49,50,57,58,59,61,64,66,67,68,69,74,75,76,77,79,81,82,85,86,88,89,90,91,94,97,98,100,101,102,109,111,113,114],onlin:[8,10,33,35,65],only_cpu:30,onnx:47,onto:[21,66,67,96,101],op_:89,op_check:89,op_class:[69,75],op_desc:[53,63],op_info:95,op_maker_class:[69,75],op_proto:75,op_registri:95,op_test:89,op_typ:[69,89],opattrcheck:89,opcreat:75,opdesc:[31,50,62,63,64,69,70,75,78],opdescbind:[53,70],opdescbuild:31,open:[2,8,15,29,35,47,49,65,87,93,96,101,113,114],openbla:[79,80,106],opencv:15,openmp:93,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,57,58,59,63,66,68,71,73,76,78,85,87,88,90,94,95,98,101,106,111],operand:46,operator_grad:30,operatorbas:[31,48,69,70,75,89],operatorwithkernel:89,opinfo:[53,69,70],opinfomak:53,opinfomap:70,opkernel:90,opkernelkei:69,opmak:75,opproto:89,opprotoandcheckermak:[70,89],opprotomak:[75,89],opregist:75,opregistri:75,ops:[23,30,31,32,50,51,60,62,63,64,69,76,89,109],ops_:31,ops_test:32,opt:[29,59,63,68,75,79],opt_op_list:59,optest:89,optestmeta:89,optim:[2,6,16,27,28,30,43,49,60,61,62,66,67,68,69,71,74,88,93,94,95,96,106,107],optimis:59,optimize_op_attr:64,option:[2,7,8,18,21,25,29,32,49,54,62,63,64,69,74,75,78,86,88,93,96,100,106,109],optmization_op_list:59,opts_np:63,optyp:[53,75],opwithkernel:74,order:[2,8,9,13,15,28,43,50,54,65,71,77,79,88,93,96,98,101,102,109,112,113,114],ordereddict:28,oregon:101,org:[7,8,9,14,20,35,44,49,80,112],organ:[7,8],orient:75,origin:[1,2,8,9,13,14,30,46,49,73,77,87,90,112],other:[2,7,8,9,13,21,23,31,33,38,45,46,47,53,57,60,63,71,73,75,76,79,85,86,87,93,95,96,100,101,102,106,107,109,111,112,113,114],otherchunktyp:7,otherwis:[1,8,13,14,15,21,28,29,33,38,40,49,53,65,85,87,96,100],our:[29,32,49,53,60,66,67,73,77,79,82,85,86,87,88,93,101,102,106,111,114],out:[8,21,28,29,31,32,37,40,47,51,57,58,64,66,83,85,89,90,93,94,96,98,101,102],out_dir:101,out_left:8,out_mem:85,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:8,outlier:8,outlin:99,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[4,5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,54,57,58,60,62,63,64,65,66,67,69,70,73,74,75,76,77,79,85,86,87,88,89,90,93,94,98,100,102,106,111,112,113,114],output_:[8,88],output_all_step:57,output_dim_idx:21,output_dir:113,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,83,113],output_max_index:11,output_mem:[8,85],output_mod:25,output_nam:30,output_num:57,output_path:35,output_s:21,output_seg:77,outputbuff:36,outputgradi:70,outputh:8,outputw:8,outsid:[2,8,9,66,73],outter_kwarg:2,outupt:77,outv:88,over:[1,8,9,28,29,47,60,77,87,88,94,114],overal:[49,60,87,109],overfit:[21,71],overhead:94,overlap:[7,8,88],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,68,76,88,89,90],overview:[37,38,39,76],overwhelm:87,overwrit:[45,96],own:[8,38,40,51,53,59,60,66,68,71,75,89,96,101,106],owner:[86,87],paam:15,pack:[77,106],packag:[2,13,14,37,41,48,72,79,80,87,89,93,101],pad:[9,21,114],pad_c:8,pad_h:8,pad_w:8,paddepaddl:1,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,61,62,66,68,69,71,75,76,77,79,80,82,83,85,86,87,88,89,91,92,93,94,95,96,98,100,101,106,109,112,114],paddle_begin_init_param:38,paddle_dir:89,paddle_element_typ:38,paddle_element_type_float32:38,paddle_element_type_float64:38,paddle_element_type_int32:38,paddle_element_type_int64:38,paddle_element_type_uint32:38,paddle_element_type_uint64:38,paddle_enforc:31,paddle_enforce_eq:[89,90],paddle_error:[55,56],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:96,paddle_init_param:38,paddle_init_port:96,paddle_init_ports_num:96,paddle_init_ports_num_for_spars:96,paddle_init_pserv:96,paddle_init_trainer_count:96,paddle_init_trainer_id:96,paddle_init_use_gpu:96,paddle_job:41,paddle_manylinux_devel:79,paddle_matrix:[55,56],paddle_matrix_cr:56,paddle_matrix_get_shap:55,paddle_matrix_shap:55,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:102,paddle_paramet:38,paddle_pserver2:96,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:111,paddle_save_model:38,paddle_send_grad:38,paddle_source_root:111,paddle_train:[56,72,96],paddledev:[80,101,102],paddlepaddl:[1,2,4,8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,58,59,61,64,65,68,69,73,77,78,81,83,85,86,87,88,89,92,93,94,103,104,108,109,110,113,114],paddlepaddlebook:80,paddlepadl:2,paddpepaddl:2,page:[87,101],pain:68,pair:[7,8,23,25,31,50,59,66,69],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:111,paper:[8,20,49,111,112,113],para:36,paraconvert:111,paradigm:69,paragraph:57,paragraph_data:57,paragraph_out:57,parallel:[66,67,69,86,94,96,98,100,101,102],parallel_nn:[6,97,98],param:[6,8,9,13,23,30,31,38,61,64,76,90,96],param_attr:[8,9,21,22,36,64,85],param_config_proto:38,param_initi:21,paramattr:[6,8,16,85],paramet:[1,2,4,7,9,10,11,13,14,15,18,21,23,25,27,30,31,32,34,36,40,43,45,47,49,50,51,53,54,57,59,62,65,66,73,75,77,79,83,87,88,90,92,95,100,112,114],parameter_block_s:[97,98],parameter_block_size_for_spars:[97,98],parameter_learning_r:6,parameter_list:[23,59],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient_:36,parametermap:88,parametermutex_:36,parameters_:88,parameters_and_grad:[23,59],parameterserver2:36,parameterset:29,parameterupdat:61,parameterupdater_:36,parametr:8,params_grad:59,paramt:[101,111],paraphrase_data:111,paraphrase_model:111,paraspars:88,parent:[31,62,64,69,88],parent_:[31,73],parent_idx:64,parenthes:69,pars:[4,13,14,32,43,51,86,100,101,112],parse_config:[4,112],parser:13,part:[2,7,8,31,40,47,54,62,64,66,76,85,88,93,94,96,109,112,114],parti:[86,94,106,107],partial:[8,28,112],partial_sum:8,particip:89,participl:111,particular:[50,54,69,94],particularli:20,partit:[33,35,43,66,67,69,96,101],pass:[2,8,13,18,21,26,28,31,33,42,47,49,54,59,60,61,63,64,65,69,71,73,77,87,88,94,96,98,101,102,112,114],pass_gener:8,pass_id:28,pass_idx:65,pass_test:112,passtyp:88,password:96,past:[29,80,83,101],patch:44,path:[1,2,7,13,14,15,28,33,37,38,41,58,65,79,80,96,98,100,101,102,106,107,111,113,114],path_to_paddlepaddle_working_directori:91,pattern:[14,33,55,60,71,101],paus:[33,40],pdf:9,pem:[29,35,101],pend:[33,37],peopl:86,pep425tag:82,pep8:87,per:[7,8,14,15,33,38,60,65,71,89,98,114],percal:93,perf_test:93,perfom:[98,100],perform:[1,8,9,20,21,30,38,42,46,49,61,65,66,69,71,76,85,86,88,89,92,96,97,106,107,112,114],perftool:93,period:[1,33,40,68,98,114],permiss:101,permut:21,peroid:[8,15],persist:[43,74,78,101],persistentvolum:101,persistentvolumeclaim:101,person:[7,29],perspect:[69,94],perturb:[30,88],peter:68,pex:109,pfs:[35,45,68],pfsclient:35,pfspath:45,pgp:101,phase:[21,58,60,65,70,109],philosophi:[60,71],photo:49,physic:109,pick:[2,101],pickl:96,pictur:114,piec:[8,9,43,90],pil:[15,96],pillow:41,ping:87,pip:[72,79,81,83,87,91,93],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[1,2,21,33,40,66,67,69,88,90,94,95,113],place_:76,placehold:[49,76,90,111],placement:67,plain:[1,7,8,13,41,54,56],plan:[33,69,88,106],platform:[31,76,82,87,89,90,95,101,106,107],pleas:[2,4,6,8,9,10,15,29,33,37,38,39,51,57,64,65,68,69,76,78,79,80,82,85,86,87,88,89,90,91,93,96,101,106,107,110,111,114],plot:29,plu:[8,30],plug:60,pne:89,png:113,pnpairvalidationlay:98,pnpairvalidationpredict_fil:97,pod:[35,41,101,102],pod_nam:101,point:[31,33,41,46,47,68,76,86,87,89,90,93,94,106,109],pointer:[31,38,51,64,69,73,76,90],polar:14,polici:[76,101],pollut:40,polyak:60,ponit:51,pool3:88,pool:[2,9,21,27,114],pool_attr:9,pool_bias_attr:9,pool_layer_attr:9,pool_pad:[9,21],pool_siz:[2,8,9,21,22],pool_size_i:8,pool_strid:[9,21,22],pool_typ:[8,9,21,22],pooled_height:8,pooled_width:8,pooling_lay:[9,114],pooling_typ:[8,114],poolingtyp:11,pop:31,popul:38,popular:[32,49,51,113],port:[32,93,96,97,98,101,102],port_num:97,portabl:51,portal:91,ports_num:[96,98],ports_num_for_spars:[36,96,97,98,100],pose:33,posit:[2,7,8,9,114],positive_label:7,possibl:[29,31,37,64,67,71,94,112],post:[41,44],postpon:71,potenti:[46,94],power:[46,90,109,114],ppo_workspac:91,pprof:93,practic:[85,88],pre:[2,8,9,14,29,38,79,87,101,102,106,107,111],pre_activ:64,pre_bia:64,pre_dictandmodel:111,pre_stat:[57,77],preambl:64,precis:[7,42,46,60,79],precision_evalu:7,pred:[51,114],predetermin:[8,98],predic:14,predict:[2,3,7,8,28,66,71,83,85,98,111,114],predict_fil:98,predict_lay:28,predict_output_dir:[97,98,114],predict_sampl:4,predicted_label_id:114,prediction1:28,prediction2:28,prefer:47,prefetch:[36,88],prefix:[7,9,33,35,58,101],pregrad:88,premodel:111,prepand:64,prepar:[4,30,41,61,85,103,114],prepend:64,prepend_oper:64,preprocess:[14,15,77,102],present:[29,31,77,113],preserv:45,press:20,prev_batch_st:[97,98],prevent:[1,10,21,29,33,37,40,71,93],preview:[69,91],previou:[8,9,28,33,45,57,58,67,88,93,98,101],previous:[8,102,113],previous_memori:31,price:[14,69,83],primari:[47,50],primarili:[60,71],primer:87,primit:[46,77],principl:[29,32],print:[6,28,29,47,51,66,82,83,93,96,98,111,114],print_graphviz:51,print_s3_bucket:13,printallstatu:94,printer:7,printstatu:94,priorbox:8,prioriti:69,prite:7,privat:[31,56,64,73,74,75,76,77,87,90],privileg:[86,101],prob:[7,28,83,112],probabilist:[8,111],probability_of_label_0:114,probability_of_label_1:114,probabl:[7,8,21,28,58,80,85,87,113,114],problem:[4,8,29,30,32,40,47,49,50,60,69,71,82,86,114],proc:80,proc_from_raw_data:114,proce:[13,33,65,80,101],procedur:[31,54,90,111],proceed:20,process:[1,2,4,6,8,9,13,29,31,35,36,37,40,42,47,51,54,66,71,75,85,87,93,96,98,100,101,102,111,113,114],process_num:13,process_pr:114,processdata:113,processor:[46,94],produc:[8,9,13,33,47,51,65,113,114],product:[8,9,21,41,47,88,101,114],productgraph:102,prof:93,profil:[16,45],proflier:94,program:[1,13,18,20,21,25,29,35,38,40,50,52,59,65,66,68,69,73,93,94,98],programdesc:[43,47,54,63,64,68,70],programm:[47,64,66],progress:[33,37,98],proivid:2,proj:8,project:[8,9,41,56,85,88,89],promis:[8,9,58],prompt:[45,47],prone:29,propag:[8,10,60,89,98,100],proper:96,properli:[86,114],properti:[2,51,71,98],propos:[31,58,59,60,67,77],protect:[46,75,88,89],proto:[11,54,62,69,75,78,89],proto_:75,protobuf:[28,31,41,43,47,50,51,54,62,64,69,70,75],protoc:[106,107],protocol:[7,95,98,109],prove:114,provi:96,provid:[8,14,29,31,38,41,42,46,47,49,51,53,60,64,68,71,75,76,77,80,83,90,93,94,96,101,106,109,111,112,113],providermemory_threshold_on_load_data:97,provis:[101,109],provod:2,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,69,96,97,98,101],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,97,98],pserver_spec:28,pserverstart_pserv:97,pseudo:[29,41,70,77],pseudocod:77,psize:88,ptr:[56,76],pub:96,pull:[32,69,72,87,111],purchas:114,purpos:[8,33,66,67,94],push:[31,47,87],push_back:88,put:[32,33,36,64,67,76,88,102,106,114],pvc:101,pwd:[79,80,86,91,106],pxe:109,py_paddl:[4,112],pybind:[31,46],pydataprovid:[1,2,114],pydataprovider2:[3,4,114],pypi:82,pyramid:8,pyramid_height:8,python2:93,python3:82,python:[1,2,3,13,21,28,29,31,39,42,47,48,49,50,51,55,58,61,69,72,76,77,79,80,82,83,85,86,87,91,95,96,111,112],pytorch:47,qualcomm:46,qualiti:114,queri:[7,8,101],query_id:7,question:[8,29,67,75,101],queue:67,quick:[51,98,102],quick_start:[41,101,102,103,114],quick_start_data:102,quickli:[58,64,69],quickstart:102,quit:[58,94],r14b:106,r_t:8,rais:[13,47,51,96],rajathkmp:49,ran:[67,94],rand:[49,94,98,100,112],random:[2,6,8,13,20,21,35,49,61,64,65,89,96,98,112],random_crop:15,random_imag:35,randomli:[15,21,40],randomnumberse:97,rang:[2,8,13,20,35,46,49,65,66,68,75,87,98,100],rank:[8,21,29,77,90,101,113,114],rank_tabl:21,rankdir:51,ranktabl:21,rapid:70,rare:2,raspberri:108,raspberry_pi:107,raspberrypi:107,raspbian:107,rate:[6,7,8,9,10,14,38,88,114],rather:[4,41,49,77,101],ratio:[8,98],raw:[8,13,54,114],rdma:98,rdma_tcp:[97,98],reach:[33,94],read:[1,2,13,15,21,28,29,33,35,47,65,66,67,69,77,80,85,86,91,96,101,106,109,113,114],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_ranking_model_data:29,readabl:[69,93],reader:[0,14,28,35,46,49,50,62,66,68,93,96],reader_cr:35,reader_creator_bool:65,reader_creator_random_imag:[13,65],reader_creator_random_image_and_label:[13,65],readi:[33,101,102,109],readlockguard:36,readm:56,readonesamplefromfil:2,readwritebuffer_:36,readwritemani:101,real:[2,8,36,47,49,65,96,112],realist:29,realiz:[31,47,57],realli:71,reason:[9,29,30,33,47,87,102],recal:7,receiv:[13,33,41,57,67],recent:60,reciev:98,recognit:[2,8,113],recommand:2,recommend:[1,9,29,79,80,81,85,87,88,91,96,98,106],recompil:94,record:[13,37,75,101],recordio:[13,14,29,35,37,66,68],recov:[33,77,112],recover:69,recoveri:37,rectifi:[8,20],recurr:[57,73],recurrent_group:[9,85],recurrent_lay:9,recurrent_op:77,recurrentgradientmachin:[56,58,77],recurrentgroup:7,recurrentlay:98,recurs:[31,32,45,69],recv:[66,67,101],recvparametertyp:36,red:[49,93],redirect:13,reduc:[8,21,46,67,69,80,87,93,96,98,100],reduce_by_kei:69,reduce_mean:49,refactor:[50,58,60,61,64,66,67,71,77],refer:[1,4,6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,57,62,64,69,71,73,76,77,78,79,80,85,86,88,89,90,102,106,111,114],referenc:[8,37],reflect:37,reformat:87,refrain:89,reg:75,regard:109,region:[8,73,94],regist:[70,76,88,94],register_gpu_profil:94,register_lay:88,register_op:[48,69,70,75,89],register_op_cpu_kernel:[76,89],register_op_cuda_kernel:[76,89],register_op_without_gradi:[69,89],register_oper:[53,70],register_tim:36,register_timer_info:94,registerop:75,registr:[89,95],registri:[41,53,76,102,109],regress:8,regular:[6,16,21,23,88,101,114],regularization_coeff:26,reinforc:68,rel:[1,9,30,40,71,89,106],relat:[2,33,40,41,46,73,76,87,93,102,107,109],relationship:[70,76,112],releas:[68,72,101,106,107],relev:89,reli:[30,58,59,60,71,89,93],reliabl:[33,71],relu1:51,relu2:51,relu:[8,49,51,88],relwithdebinfo:93,remain:[77,114],rememb:[8,87],remot:[6,32,36,69,87,88,98,100,101],remote_ess:68,remote_sess:68,remoteparameterupdat:[36,39,98],remov:[13,45,47,58,87,98,106],ren:20,renam:[45,46,82],reorgan:8,repeat:[31,50,62,63,74,75,78,93],repeatedli:50,replac:[32,37,53,60,68,70],repli:87,replic:66,replicaset:41,repo:[32,87,91,107],report:[37,46,47,66,94],reportdataset:37,repositori:[8,91,106],repres:[2,4,8,9,31,37,47,51,54,58,60,64,67,68,69,71,74,76,77,78,85,88,101,114],represent:[8,38,49,50,58,66,74,114],reproduc:86,request:[32,33,36,40,66,69,72,87,101,102,109,111],requir:[1,7,8,23,29,33,38,40,41,45,46,51,57,60,62,63,66,67,69,71,74,75,78,82,86,87,88,89,91,96,101,102,106,107,109,112,114],res5_3_branch2c_bn:113,res5_3_branch2c_conv:113,research:[14,66],reserv:[2,45],reserveoutput:88,reset:[8,18,33,42],reset_program:[18,42],reshap:[30,65,90],reshape_s:8,resid:86,residu:113,resiz:[15,36,76,89,90],resize_s:15,resize_short:15,resnet_101:113,resnet_152:113,resnet_50:113,resolv:[32,87,102],resourc:[68,76,101],respect:[2,30,46,49,57,85,88,98,113],respons:[8,36,42,49,60,61,71,101,102],rest:[2,8,31,41,44,109],restart:[33,38,101,102,109],restartpolici:[101,102],restor:[30,60],restrict:[71,73,93,98],result:[4,5,7,8,21,25,28,30,37,42,49,50,51,54,58,59,61,66,89,90,93,94,95,98,101,113,114],result_fil:7,resum:40,ret:13,retain:90,retran:101,retriev:[31,58,73,86,88,93,102],retriv:96,return_op_list:23,return_seq:9,reuqest:72,reus:[31,40,58,65,69,88,89],rev:86,revamp:66,reveal:[29,93],revers:[8,9,85],review:[14,102,114],reviews_electronics_5:102,revis:114,rewrit:[32,89],rgb:[8,15],rho:10,right:[2,8,30,31,32,41,42,69,71,87,113],rkt:[41,86],rmsprop:[60,114],rmspropoptim:60,rnn:[8,9,21,31,47,49,58,64,69,73,92,97,114],rnn_bias_attr:85,rnn_layer_attr:85,rnn_out:85,rnn_output:77,rnn_step:8,rnn_use_batch:[97,98],rnnalgorithm:58,rnnlm:14,rnnstep:77,roadmap:77,robust:[8,20],roi:8,role:[14,29,37,38,66,101],rollback:64,root:[10,11,101,102],rot:8,roughli:[2,112],round:46,routin:46,row:[4,7,8,13,21,36,88,113],row_id:8,rows_:74,rpc:37,rpcserver:37,rpi:107,rpi_arm_neon:107,rpi_toolchain:107,rsize:101,rtk:109,rtype:[8,13],rule:[7,47,50,66,88,101],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,51,57,59,60,62,63,66,67,68,69,73,74,76,81,82,83,86,87,88,90,91,93,94,96,98,101,103,104,106,107,109,111,113,114],run_test:79,runinitfunct:94,runnabl:67,running_on_cloud:41,runserv:91,runtim:[1,2,25,31,43,53,57,68,69,78,80,96,106],runtime_table_:31,s_param:112,s_recurrent_group:85,sacrif:1,safe:41,sai:[8,50,52,65,66,86,98,100],said:47,sake:88,same:[2,4,7,8,9,20,21,28,29,30,37,38,40,48,49,51,57,58,64,66,68,69,70,73,77,79,85,89,90,96,100,101,111,114],samping_id:8,sampl:[2,4,7,13,14,42,49,75,80,96,98,100,111,112,113,114],sample_dim:112,sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,74,82,101,114],save:[2,8,13,28,33,35,37,38,41,50,51,54,60,66,74,78,86,96,98,100,101,102,113,114],save_dir:[98,100,102,112,114],save_only_on:[97,98],save_parameter_to_tar:28,saving_period:[97,98],saving_period_by_batch:[97,98,100,114],saw:2,scalabl:69,scalar:[2,8,21,31,52,77],scale:[5,20,60,66,67,70,75,89,96,113],scaleop:89,scaleopmak:[69,89],scalingproject:8,scan:[37,69],scatter:8,scenario:[58,97],scene:97,schdule:101,schedul:[37,41,67,101,112],scheduler_factor:6,schema:111,scheme:[7,10,36,71,89],scope:[30,43,68,95],score:[7,8,21,58],scp:96,scrip:114,script:[4,14,79,86,89,96,101,106,113,114],search:[8,33,73,79,85,98],second:[2,8,21,29,45,47,49,51,57,58,62,63,65,73,75,89,96,111,113,114],secret:101,section:[2,64,67,85,87,88,93,101,114],see:[2,4,8,9,29,33,46,47,64,68,87,89,90,93,94,101,111,112,113,114],seed:[20,21,94,98],seem:[32,46,47,82],seen:[71,89],segment:[7,57,77,90],segmentor:111,sel_fc:8,selcet:8,select:[8,58,101],selected_generation_scor:58,selected_id:[8,58],selected_indic:8,selected_row:[74,78],selected_rows_desc:[74,78],selected_scor:58,selectedrow:[53,78],selectiv:8,selector:102,self:[30,42,49,51,54,59,64,77,88,89],selfnorm:8,semant:[14,29,58,72],semat:29,send:[33,38,66,67,69,75,78,87,96,98,101],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[60,71,87,93],sensit:8,sent:[29,38,66,69,75,102],sentenc:[2,8,14,47,57,58,77,85,114],sentence_input:77,sentiment:[2,114],sentimental_provid:2,separ:[2,7,25,38,48,60,66,70,71,96,98,111,114],seper:77,seq:[8,14],seq_len:77,seq_pool:8,seq_silc:8,seq_text_print:7,seq_to_seq_data:111,seq_typ:[2,13],seqenc:21,seqtext_evalu:7,seqtoseq:[8,111],seqtoseq_net:[8,111],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,59,62,77,87,88,111,114],sequence_conv_pool:114,sequence_group:8,sequence_nest_group:8,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8],sequenti:[8,31,85,114],seri:[9,82],serial:[2,28,31,37,54,61,69,78],serializ:69,serv:[46,66,69,77,80,94,96,101,112],server:[29,32,36,39,40,47,66,69,79,88,97,109],serverless:33,servic:[93,96,109],sess:[49,51,59,68],session:[51,59,63,94],set:[1,2,4,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,57,58,63,64,69,70,73,76,77,79,85,86,87,88,89,90,91,92,93,94,96,97,98,100,101,102,107,111,113,114],set_active_typ:88,set_default_parameter_nam:6,set_drop_r:88,set_float_el:30,set_input:8,set_siz:88,set_typ:88,setdatatyp:74,setdefault:89,setp:101,setq:86,settup:88,setup:[2,60,66,72,88,89,109,114],sever:[2,7,8,30,36,43,49,57,58,61,64,74,77,79,96,100,101,114],sexstant:109,sgd:[23,28,29,33,41,60,61,66,67,68,74,95,96,112],sgd_optim:95,sgdasync_count:97,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,57,62,64,68,69,74,76,89,90,95,113],shard:[33,34,35,36,37,38,40,66,67,96,101],share:[8,21,32,49,56,61,64,69,71,76,77,86,89,94,98,102],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[55,56,73,76,90],shell:[80,101,113],shift:[8,113],shorten:8,shorter:[15,113],should:[2,4,6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,43,46,47,48,49,53,57,58,59,60,61,62,65,66,69,70,71,74,75,77,78,83,85,89,91,96,101,106,114],should_be_fals:29,should_be_tru:29,should_shuffl:2,show:[4,7,10,31,33,45,52,54,57,60,62,77,82,86,90,96,98,101,102,111,113,114],show_check_sparse_distribution_log:[97,98],show_layer_stat:[97,98],show_parameter_stats_period:[97,98,100,102,114],shown:[2,8,29,42,66,85,88,90,94,101,112,113,114],shrink:88,shrink_rnn_memori:21,shuffl:[2,13],sid:101,side:[8,28,42,61,90,96,113],sig:101,sigint:96,sigmod:75,sigmod_op:75,sigmod_output:75,sigmoid:[8,22,31,68,75,77,88],sigmoidactiv:9,sign:[44,54,101],signal:96,signatur:101,signific:94,similar:[8,21,31,47,58,60,65,66,67,69,71,76,77,89,93,101,109,114],similarli:[8,13,47,89],simpl:[1,2,5,7,8,9,13,14,23,28,46,50,51,57,60,62,67,71,73,75,77,94,98,114],simple_attent:85,simple_gru:[85,114],simple_lstm:[8,114],simple_rnn:[8,85],simple_transform:15,simpler:61,simplest:101,simpli:[1,8,15,29,38,80,83,85,94,111,113],simplifi:[29,58,64,75,88,102],simul:47,simultan:101,sinc:[8,9,33,37,39,40,47,53,60,65,66,68,70,71,77,90,94,101,109,112,114],sincer:87,singl:[2,7,9,13,33,42,46,66,67,68,69,73,79,83,88,93,96,102,113,114],sinlg:28,sit:66,site:[32,93,101],situat:63,six:111,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,54,58,60,64,65,66,68,74,75,76,77,80,83,85,88,89,90,95,98,106,107,112,113,114],size_a:8,size_b:8,size_t:[36,76,77,88],sizeof:[31,111],skip:[65,87,96,101,113],sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slow:[2,94],slowli:[86,93],small:[2,8,14,30,43,49,58,87,88,98],small_messag:[97,98],smaller:[8,21,30,33,46,58,87],smart:73,smooth:8,snap:102,snapdragon:46,snapshot:[34,40,101],snippet:[48,59,85,88,94,101,114],sock:41,sock_recv_buf_s:[97,98],sock_send_buf_s:[97,98],socket:98,softmax:[8,9,29,31,47,51,52,58,62,66,67,68,85,88,111,114],softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:114,softmaxoutput:51,softwar:[46,94,109],solid:49,solut:109,solv:[29,69],some:[2,6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,47,48,49,50,57,58,59,62,63,64,65,67,69,70,73,76,77,87,88,89,90,94,96,97,98,100,101,106,107,109,112,114],some_c_api_funct:56,some_inst:56,some_op:[53,57,77],some_python_class:55,somecppclass:55,somedata:28,somegotyp:55,someth:[2,36,64,86,87,93],sometim:[8,65,86,94],someurl:13,somewhat:38,somewher:73,soon:33,sophist:88,sort:[8,14,77,93,98,101],sort_by_length:77,sourc:[8,14,30,32,45,47,49,54,56,58,65,69,85,86,93,96,101,102,111,114],source_dict_dim:[58,85],source_dict_s:58,source_language_word:[58,85],space:[7,8,46,64,67,71,85,86,94],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[2,6,8,10,13,21,36,88,90,96,98,101,114],sparse_binary_vector:[2,13,114],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36],sparse_value_slot:13,sparseparam:88,sparseprefetchrowcpumatrix:88,spatial:8,spatial_scal:8,speak:85,spec:[101,102],specfii:98,special:[8,38,46,53,58,59,66,89,111,114],specialvartypeinfer:53,specif:[1,28,32,33,45,58,69,73,76,86,89,100,106,114],specifi:[1,2,7,8,18,21,29,30,36,37,38,41,42,43,45,49,54,64,66,68,73,75,77,80,85,86,87,88,90,91,93,98,101,106,112,113,114],speech:8,speed:[8,9,46,54,60,79,109],spefici:113,sphinx:[55,91],split:[2,8,13,40,47,52,58,69,77,96,100,101,111,113,114],split_count:[96,101],sql:1,sqrt:20,squar:[8,10,11,21,51],square_error_cost:95,squarerootnpool:8,srand:98,src:[32,96],src_backward:85,src_embed:[58,85],src_forward:85,src_root:4,src_word_id:[58,85],src_word_vec:58,srl:14,ssd:8,ssh:[96,101,102,107],ssh_server:96,sstabl:29,stabil:[8,30,89],stabl:[72,101],stack:[69,77,101,114],stackexchang:8,stage:[32,39,47,49,78,96,106],stale:[33,68],stamp:94,standalon:106,standard:[6,13,20,69,71,82,86,93,111],stanford:[14,30,102],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,58,61,66,79,80,82,85,86,93,94,98,105,111],start_mpi_train:96,start_pass:[97,98],start_po:8,start_pserv:98,startup:[21,33,41,47,101],startup_program:[18,21,22,23],stat:[94,98],state:[8,9,18,23,31,33,42,57,58,73,77,85,98,102,112],state_act:[8,9],statement:[47,50,88,101],static_cast:90,staticinput:[8,85],statist:[8,18,20,42,98,114],statset:94,statu:[41,58,94,101,102],status:102,std:[28,32,36,51,53,55,56,63,69,70,73,75,76,88,89,90,98],stdbuf:96,stderr:96,stdout:[13,96],step:[4,8,9,11,23,30,31,33,38,42,49,50,58,60,61,64,66,67,69,75,77,79,80,85,87,88,93,94,96,101,102,106,107,109,114],step_id:77,step_input:77,step_net:31,step_output:77,step_scop:69,stepnet:[31,57,69,73],still:[37,40,47,66,70,82,90,113],stirng:64,stmt1482205552000:101,stmt1482205746000:101,stochast:[10,33,37,40,60,96],stop:[8,86,96,98,102],stop_gradi:21,storag:[44,46,96,101,102],store:[7,8,14,28,30,31,32,36,51,53,54,58,61,62,64,66,68,69,70,71,73,77,88,89,90,91,96,98,101,102,107,111,113,114],str:[15,18,28,41,77,100],straight:[62,65,74],strategi:[2,11,33,64,67,98],stream:[13,76],stream_:76,streamid:25,street:8,strength:112,strict:[65,96],stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[1,2,7,8,13,15,25,28,31,37,45,51,54,62,63,64,68,69,70,73,74,75,78,88,89,98,101],strip:[93,114],strongli:96,struct:[37,38,44,46,53,56,70,75],structur:[31,37,47,49,54,58,62,64,69,74,96,101,111,114],sts:101,stuff:87,stun:2,style:[2,8,69,75,79],sub:[7,8,13,29,40,49,57,61,64,66,85,88,106,114],sub_nest_seq:8,sub_sequ:[2,8],subclass:[23,64],subcommand:45,subgradi:10,subgraph:[49,67],submiss:66,submit:[69,91,96,97,98,101],subnet0:101,subnet:[29,101],subobjectpath:102,subsequ:8,subsequenceinput:8,subset:[21,88],substanti:113,succeed:[37,102],success:[8,38,101,102,113],successfulcr:102,successfulli:[89,113],successor:98,sudo:[86,101],suffer:30,suffici:98,suffix:[18,41,82,96],suggest:[8,32,87,94],suit:109,suitabl:[74,98],sum:[8,10,31,34,53,64,85,88],summar:[49,114],sumopgradmak:70,sumpool:8,sun:20,suppli:74,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,48,49,54,58,60,61,63,65,66,67,69,70,71,74,79,80,82,83,85,86,88,89,90,91,94,96,98,101,106,107,109],suppos:[9,32,47,48,74,88,114],suppress:[8,45],sure:[47,79,86,88,93,101],surpass:[8,20],sutibal:76,svs:75,swagger:44,swap_channel:113,swig:[4,39,55,56,79,106],swig_paddl:[4,112],switchop:31,symbol:[8,31,51,56,82],symbols_ready_:31,symbolt:[31,69],symlink:87,sync:[33,60,71,98,112],sync_with_cpp:93,syncflag:88,synchron:[33,37,96,98,101],syntax:[47,58,65],synthes:112,sys:113,sysroot:106,system:[31,32,33,38,40,44,48,49,66,67,79,80,82,89,91,93,96,102,106,114],t2b:111,tab:[82,114],tabl:[2,7,8,21,31,47,53,54,74,78,113,114],tablelookup:74,tablelookupgrad:74,tablelookupop:74,tableproject:8,tag:[7,14,80,85,96],tagtyp:7,tail:58,take:[2,4,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,62,63,64,65,69,70,76,77,79,85,86,87,88,89,93,94,96,101,102,112],taken:[2,51,66,77],talk:[38,47,107],tangl:93,tanh:[8,9,21,49,58,66,85,88],tanhactiv:9,tar:[13,15,28,101],tarbal:101,target:[8,14,21,23,28,31,32,49,51,59,63,66,68,69,79,85,89,106,107,111,114],target_dict_dim:85,target_dict_s:58,target_dictionary_dim:8,target_language_embed:8,target_language_word:85,target_link_librari:32,target_word:58,targetinlink:8,task:[2,7,8,54,58,66,75,85,100,111,113],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,76],tcp:[98,101],teach:114,tear:94,technic:33,techniqu:[21,85,88,93],technolog:[47,86],tee:102,tell:[33,37,38,58,75,80,94,106],templat:[48,75,76,89,90,102,109],tempor:[8,114],temporari:[18,41,60,64,110],ten:86,tensor:[21,30,32,46,47,49,51,53,54,57,58,67,68,74,77,78,89,95],tensor_array_read:77,tensor_array_s:77,tensor_array_stack:77,tensor_array_unstack:77,tensor_array_writ:77,tensor_data:54,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarraydesc:77,tensordesc:[54,74],tensorflow:[31,47,49,52,66,67,71,77,90],term:[8,9,21,33,70,71],termin:102,tese:1,tessorarrai:77,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,56,60,65,68,72,83,86,90,94,95,96,97,111,113,114],test_:89,test_all_data_in_one_period:102,test_check_grad_ingore_i:89,test_check_grad_ingore_x:89,test_check_grad_norm:89,test_check_output:89,test_data_dir:96,test_fcgrad:88,test_gpuprofil:94,test_layergrad:88,test_list:[2,114],test_mul_op:[79,89],test_norm:89,test_pass:[97,98,100],test_period:[97,98,100],test_recurrent_op:87,test_wait:[97,98],testa:29,testb:29,testbilinearfwdbwd:94,testcas:89,testconfig:88,testfcgrad:88,testfclay:88,testlayergrad:88,testmodel_list:97,testmulop:89,testq:29,testresult:28,testsave_dir:97,testutil:88,text1:45,text:[1,2,7,9,13,29,54,57,101,111,114],text_conv:114,text_fil:13,tflop:94,tftp:109,tgz:[14,82],than:[2,4,6,7,8,9,21,33,41,47,48,49,64,69,71,77,79,85,86,88,96,101,106,109,113],thank:111,the_step:47,theano:47,thei:[2,8,18,20,26,29,32,33,38,40,43,45,47,49,50,58,59,64,67,68,69,75,77,78,85,86,87,88,89,90,94,96,97,101,113],them:[1,2,7,8,9,15,21,29,30,32,33,36,41,43,47,48,53,58,65,67,69,70,73,74,75,77,78,86,87,89,91,94,97,98,101,113,114],themselv:32,theori:[47,94],therefor:60,therein:[8,31],therun:113,theta:49,theta_d:49,theta_g:49,thi:[1,2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,51,57,58,59,60,61,62,64,65,66,67,68,69,70,71,74,75,77,80,82,83,85,86,87,88,89,90,91,93,94,95,96,98,100,101,102,106,107,109,111,112,113,114],thin:53,thing:[2,49,66,69,76,94],think:[29,32],third:[8,33,51,89,93,94,106,107,113],third_parti:[8,106,107],thirt:86,those:[8,31,32,33,48,50,51,52,62,106,113],though:[77,109],thought:[32,94],thread:[88,93,94,98,100],thread_local_rand_use_global_se:[97,98],threadblocks:25,threadid:100,threadloc:94,three:[2,7,8,30,33,42,46,47,50,58,59,61,62,65,98,106,112,113],threshold:[6,7,8,33,37,87,98],through:[4,8,21,32,33,37,39,42,59,60,68,85,88,89,91,94,95,96,111,112],throughout:[43,114],throughput:[94,96],thrust:69,thu:[2,8,40,42,51,88,101,110],tier:102,time:[2,8,9,11,13,28,29,30,32,33,37,40,48,53,57,58,64,65,66,67,69,70,74,75,77,78,79,85,86,90,93,94,98,100,102,109,114],timelin:[8,69,94],timeo:101,timeout:[33,37],timeout_sec:13,timestamp:[8,34],timestep:[2,8,73],tip:106,titl:14,tls:44,tmp:64,to_chw:15,to_no_sequ:8,to_sequ:8,to_tar:28,todo:[7,13,14,31,33,37,40,58,75],toend:8,togeth:[2,8,9,13,28,77,85],token:[7,8,29,85,111],toler:[28,30,79,89],too:[14,30,47,77],took:109,tool:[79,82,85,86,93,101,106,107],toolchain:[93,106],top:[7,21,28,57,58,89,113],top_k:[7,21,58],top_level_rnn:57,topk_generated_scor:58,topk_id:58,topk_scor:58,toplevel:86,topolog:[29,33,51,54,61,66,68],topoloi:51,topolopi:28,torch:[31,47],toronto:14,total:[21,28,33,42,65,67,93,94,96,102,109,111],total_pass:65,tottim:93,trace:[31,49],track:[33,37,51,64],tractabl:8,tradit:[8,31,46],traffic:66,trail:13,train100:14,train10:14,train:[0,1,2,4,6,7,8,13,14,15,20,21,31,35,37,38,40,42,47,49,50,54,60,61,62,63,68,69,71,74,76,78,85,88,92,94,97,103,104,113],train_conf:111,train_config_dir:101,train_data:96,train_data_dir:96,train_id:101,train_list:[2,96,113,114],train_loop:47,trainabl:[8,54,64],traindot_period:97,trainer:[2,4,29,34,35,36,37,39,47,60,61,66,67,69,88,98,100,112,114],trainer_config:[1,2,101,102,114],trainer_config_help:[2,88,114],trainer_count:[83,96,97,98,100,101,102],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[96,98,101],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerid:40,trainerintern:114,training_machin:112,trainingtest_period:97,trainonebatch:36,trainonedatabatch:112,tran:[88,98],trane:2,transact:[33,37],transfer:[1,2],transform:[8,9,15,21,69,85,88,90,112,114],transform_param_attr:9,transformed_st:9,translat:[8,9,47,111],translation_id:58,translation_scor:58,transpar:[58,96],transpil:47,transport:98,transpos:[8,15,88,112],transposedfullmatrixproject:8,travel:2,travers:50,travi:87,treat:[8,31,38],treatment:[38,46],tree:[8,31,47,64,95,98,107],trg_dic_siz:58,trg_embed:[58,85],triain:1,trick:58,tricki:55,trigger:[40,61],trim:8,trivial:[2,58,77],trn:114,true_block:[31,52,62],true_imag:65,true_label:65,true_neg:42,true_posit:42,true_read:65,truth:[7,8,114],tst:114,tune:[6,92,93,114],tuninglog_barrier_abstract:97,tupl:[2,8,9,13,14,15,18,21,28,64,65],ture:8,turn:[8,64,65,80,112],tutori:[79,80,85,88,89,93,94,96,101,102,103,104,110,113,114],twice:[49,67],twine:72,two:[1,2,7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,54,58,60,62,65,66,68,69,70,71,73,74,75,77,78,85,89,90,94,96,100,101,106,107,111,112,113,114],txt:[2,32,41,45,88,91,96,101,114],type:[2,7,8,9,11,13,14,15,18,21,23,28,29,31,33,36,37,40,41,44,45,46,53,54,55,56,57,58,62,63,64,65,69,70,71,74,75,78,83,85,86,88,90,96,98,100,101,102,113,114],type_nam:75,typedef:[38,46,55,56,76],typeid:75,typenam:[48,75,76,89,90],typic:[4,7,66,94],ubuntu:[72,82,83,93],ubyt:65,uci:14,uci_h:83,ufldl:8,uid:102,uint16_t:46,uint32:[44,54],uint64:[54,55],uint64_t:55,unawar:38,unbalanc:98,unbound:85,unclear:40,under:[32,37,67,79,80,90,91,96,101],underli:58,understand:[20,47,64,93,94,109,111],understand_senti:85,undeterminist:94,unidirect:8,unifi:[51,74,87],uniform:[6,8,13,20,35,49,64,65,98,112],uniform_random:64,uniqu:[29,31,33,40,41,64,73,89,96,98,101],unique_nam:64,unique_name_gener:64,unique_ptr:[70,73,76,88],unit:[8,9,21,32,60,71,76,79,85,86,90],unittest:[56,87,89],unittestcheckgrad_ep:97,unk:[74,78,111],unk_idx:114,unknown:8,unlik:[8,58,89],unnecessari:87,unordered_map:73,unpack:77,unrol:57,unseen:71,unseg:8,unsign:[38,46],unstack:77,unstack_from:77,unsupervis:49,unsupport:89,until:[33,38,47,67,73,101],unzip:106,updat:[6,8,10,23,33,37,38,44,46,49,57,58,59,60,61,66,73,77,82,88,93,96,98,100],update_equ:28,update_hook:6,update_memori:31,update_op:59,updatecallback:88,updatestack:101,upgrad:[82,110],upload:[33,41,44,72,96],upon:33,upper:8,upstream:87,uri:101,url:[13,14,87],usag:[1,2,7,8,9,15,28,46,52,61,89,94,96,111,112],use:[1,2,4,6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,58,59,61,64,66,67,68,73,74,75,76,77,78,79,80,82,83,85,86,87,88,89,91,93,94,96,98,100,101,102,106,107,111,112,113,114],use_eigen_bla:106,use_eigen_for_bla:106,use_etcd:28,use_global_stat:8,use_gpu:[83,96,97,98,100,102,112,113,114],use_mkldnn:8,use_nesterov:23,use_old_updat:[36,97,98],use_peephol:21,use_sparse_remote_updat:36,used:[1,2,4,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,46,47,49,51,57,58,60,61,64,65,66,68,69,71,73,75,76,77,79,82,85,86,88,89,90,93,94,97,98,100,101,106,107,111,113,114],useful:[1,2,8,9,30,46,73,85,88,100,106,114],usegpu:[88,112],user:[1,2,6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,45,48,49,50,51,53,58,59,60,64,65,66,67,68,69,70,71,73,75,76,77,80,87,91,93,96,97,98,101,109,113,114],user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:35,uses:[2,8,33,40,46,57,58,61,66,79,82,85,86,87,88,90,91,96,98,101,106,113,114],using:[1,2,4,6,8,9,13,21,28,29,31,32,33,37,38,40,41,45,46,47,48,49,51,53,57,59,60,62,65,66,70,71,73,75,76,79,80,81,82,83,85,87,88,89,90,91,94,96,98,100,101,102,106,107,110,111,112,113,114],usr:[79,80,96,98,101],usrdict:111,usrmodel:111,usual:[8,28,41,62,71,76,87,89,93,94,98,100,101],utf:111,util:[4,85,88,89,94,109],uuid:[34,40],v7a:106,v8a:106,valid:[8,15,65,69,73,89,101,113],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,54,57,58,59,60,61,62,64,66,68,69,73,74,75,77,78,85,88,89,98,100,101,106,112,113],value1:98,value2:98,value_:74,value_evalu:7,value_rang:13,valueerror:51,values_:77,vanilla:85,varabl:67,vardesc:[31,50,62,64,69,74],vardescbuild:31,vari:[94,101],variabl:[2,10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,57,58,59,60,62,63,66,67,68,70,71,74,75,77,88,89,93,95,96,101,102,106],variablenamemap:89,varialbl:49,varianc:[8,113],variant:[8,53,76,77],varibl:51,varienc:77,varient:77,variou:[31,46,71,106],varproto:75,vars_:[31,73],vartyp:[21,74,78],vartypeinfer:53,vec1:8,vec2:8,vector:[2,8,9,13,14,21,29,31,36,38,51,52,57,58,64,69,70,74,77,85,88,90,111,114],vectorenable_parallel_vector:97,veloc:23,vendor:32,verb:14,verbos:[45,87],veri:[2,8,11,32,37,48,49,58,61,65,67,71,73,77,85,93,94,96,114],verifi:[31,88],version:[8,9,32,41,45,47,49,51,52,54,58,66,72,79,80,83,86,88,93,94,96,97,98,101,102,106,107,111],versu:29,vertic:[8,113],vgg:[9,22],via:[33,81,87,94,101,109,114],view:[8,54],vim:80,viriabl:96,virtual:[53,70,76,86],virtualenv:86,visibl:[40,73],visit:28,visual:[8,58,94],vlog:[36,87],voc_dim:114,voila:83,volum:[91,102],volumemount:[101,102],volumn:101,vutbr:14,wai:[2,7,9,29,38,40,47,58,60,64,65,68,71,77,85,86,87,88,100],wait:[33,38,96,98],walk:[4,112],wangkuiyi:32,want:[2,8,29,41,42,49,60,63,65,68,71,73,76,77,79,80,86,87,88,91,93,96,98,100,106,107,111,113,114],warn:[28,45],warp:[8,94],warpctc:8,watch:33,wbia:[101,113],weav:47,web:[91,93],websit:[91,114],weight:[7,8,9,10,20,21,26,54,71,85,88,98,100,113],weight_act:9,weightlist:88,weights_:88,weights_t:88,welcom:32,well:[41,47,48,49,66,68,71,74,88,98,101,114],were:[7,32,47],west:101,wget:106,what:[6,8,32,49,58,64,66,67,75,89,93,109,114],whatev:[86,96],wheel:82,when:[1,2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,45,46,47,51,58,60,61,62,64,66,67,69,76,77,79,81,85,86,87,88,89,90,91,93,94,96,98,100,101,102,106,109,111,112],whenev:[64,87],where:[2,8,9,10,20,21,29,31,33,40,47,50,57,58,60,62,66,69,71,77,85,88,89,93,94,95,98,100,111,113],wherea:[31,37,48,52,76],whether:[7,8,13,15,21,28,30,31,65,74,77,79,80,88,89,98,112],which:[1,2,4,6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,54,57,58,59,61,62,63,64,65,66,67,68,69,70,73,74,75,77,79,82,85,86,87,88,89,90,93,94,96,98,100,101,106,109,112,113,114],whichev:112,while_loop:[58,77],whileloop:77,whileop:31,whl:79,who:[48,50,64,87,111,113],whoever:38,whole:[2,7,13,49,52,55,56,57,63,75,87,96,101,102,109,114],whose:[2,8,13,30,33,40,57,69,70,75,77,85],why:[9,30,56,86],wide:[32,49,82,96],width:[7,8,13,15,36,55,65,88,89],wiki:[8,32],wikipedia:[8,14],wilder:2,window:[8,11,14,60,80,86,106],wirt:51,wise:[8,15,67,69,90],wish:[79,82,91,96],with_avx:[79,80,96,106],with_bia:75,with_c_api:[79,106,107],with_doc:79,with_doubl:[79,88,96],with_dso:79,with_golang:79,with_gpu:[79,86,96,106],with_mkl:79,with_profil:94,with_python:[79,96,106],with_rdma:[96,106],with_style_check:[79,87],with_swig_pi:[79,106],with_test:[79,89],with_tim:[94,96],within:[8,37,47],without:[7,8,23,33,38,64,65,67,69,89,93,96,106],wloop:77,wmt14:85,wmt_shrinked_data:14,won:[94,96,113],wonder:2,word2vec:[41,96],word:[2,7,8,14,50,53,57,58,67,69,75,77,85,96,100],word_dict:[96,114],word_dim:114,word_id:2,word_idx:14,word_vector:114,word_vector_dim:[8,58,85,111],words_freq_sort:14,work:[2,4,8,13,21,29,31,32,33,46,47,59,60,64,66,80,85,86,87,88,91,93,94,96,98,101,102,109,114],worker:[67,78,101],workercount:101,workflow:[69,101],workspac:[87,96,98],world:96,wors:112,worth:95,would:[28,31,32,33,40,47,48,49,50,59,60,61,64,65,66,67,74,77,80,86,87,93,101,106,109,112,114],wouldn:[47,50],wrap:[47,48,49,109],wrapper:[9,32,48,60,66,70,77,94],write:[2,13,21,29,33,40,46,47,48,51,53,59,60,64,65,66,67,69,70,76,77,86,92,96,101],write_lock:34,writer:[29,64],written:[25,31,49,54,60,69,70,74,79,80,89,90,93,96],wrong:[2,65],wrote:[51,67],wsize:101,www:14,x64:[106,107],x86_64:106,x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,xarg:[7,80,88,96],xavier:20,xavieriniti:21,xgbe0:98,xgbe1:98,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,65,83,88],xxx:[29,77,113],xxxx:34,xxxxxxxxx:101,xxxxxxxxxx:101,xxxxxxxxxxxxx:101,xxxxxxxxxxxxxxxxxxx:101,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[83,95],yaml:[32,96,101,109],yancey1989:41,yann:14,yapf:87,year:47,yeild:28,yep:93,yet:[47,109],yield:[2,13,29,35,65,114],yoshua:20,you:[1,2,4,6,8,9,13,28,30,41,46,47,73,79,80,81,82,83,85,86,87,88,91,93,94,96,98,100,101,106,107,109,111,112,113,114],your:[2,8,13,28,29,32,36,41,45,69,79,81,82,86,87,88,91,94,96,100,101,106,107,109,114],your_access_key_id:101,your_secrete_access_kei:101,your_source_root:56,yourself:79,yuang:47,yuyang18:[13,14],yuyang:93,z_dim:49,z_size:49,zero:[2,6,8,9,10,13,14,18,30,33,49,58,61,64,74,88,98,101,114],zhang:20,zhidao:111,zip:[14,64,106],zone:101,zxvf:101},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","Fluid","DataFeeder","Evaluator","Executor","Initializer","Layers","Nets","Optimizer","ParamAttr","Profiler","Regularizer","Model Configuration","Training and Inference","PaddlePaddle Design Doc","Auto Gradient Checker Design","Design Doc: Block and Scope","Required CMake Function","Design Doc: Distributed Training","\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\uff08Checkpointing\uff09","\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1","Alalysis of large model distributed training in Paddle","Design Doc: Master Server","Design Doc: The Client Library of Parameter Server","Design Doc: Remote Parameter Updater for Cluster Train","Design Doc: Save Model","Submit a Distributed Training Job","Evaluator Design","Executor Design Doc","FileManager\u8bbe\u8ba1\u6587\u6863","PFSClient","Design Doc: float16","Design Doc: PaddlePaddle Fluid","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 Doc: Support new Device/Library","Design for TensorArray","Background","Build from Sources","Run in Docker Containers","Install and Build","Install Using pip","GET STARTED","RNN Models","RNN Configuration","Build using Docker","Contribute Code","Write New Layers","How to write a new operator","How to use Eigen in Paddle","Contribute Documentation","HOW TO","Profiling the Python Code","Tune GPU Performance","PaddlePaddle Fluid Source Code Overview","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":35,"\u4e0d\u4f7f\u7528":55,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":55,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":55,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4ec5\u4ec5\u4f7f\u7528void":55,"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":56,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":72,"\u52a0\u901f\u6267\u884c":34,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u52a8\u6001\u6269\u5bb9":34,"\u539f\u56e0":55,"\u539f\u56e0\u5217\u8868":55,"\u53c2\u8003\u6587\u6863":44,"\u540d\u8bcd\u89e3\u91ca":44,"\u57fa\u672c\u8981\u6c42":55,"\u5b9e\u73b0":55,"\u5b9e\u73b0\u65b9\u5f0f":56,"\u5bfc\u51fac":55,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":55,"\u63a8\u6d4b\u6267\u884c":34,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":44,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":35,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":35,"\u6587\u4ef6\u9884\u5904\u7406":35,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":56,"\u672f\u8bed":34,"\u67b6\u6784\u56fe":44,"\u6846\u67b6\u751f\u6210":44,"\u6982\u5ff5\u89e3\u91ca":35,"\u6a21\u5757":44,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":56,"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u76ee\u5f55\u7ed3\u6784":56,"\u76ee\u6807":44,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u7b26\u53f7":55,"\u7c7b":55,"\u7f16\u8bd1\u9009\u9879":56,"\u7f29\u5bb9":34,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u80cc\u666f":55,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8f6c\u6362\u5e93":35,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":55,"\u8fdb\u884c\u8bad\u7ec3":35,"abstract":[66,67,68,109],"book\u4e2d\u6240\u6709\u7ae0\u8282":72,"case":100,"class":[49,61,64,88],"filemanager\u8bbe\u8ba1\u6587\u6863":44,"function":[32,48,49,64,111],"new":[76,88,89],"paddle\u52a8\u6001\u5e93\u4e2d":55,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":55,"paddlepaddle\u53d1\u884c\u89c4\u8303":72,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":72,"return":65,"switch":76,"tensor\u5230eigentensor\u7684\u8f6c\u6362":90,AWS:101,Abs:5,DNS:101,EFS:101,For:[32,102],KMS:101,NOT:43,Not:86,The:[31,38,47,49,50,52,53,59,61,69,70,107],Use:[31,62,91,96,100,102],Using:[32,38,82,96,106],With:41,about:49,absolut:58,access:101,account:101,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:101,address:101,addto:8,advanc:76,adversari:112,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,57,63,66,114],all:[73,77],analysi:66,android:106,api:[0,3,56,59,60,64,71,75],appendix:[109,114],applic:3,approach:94,arbitrari:47,architectur:[66,85,114],argument:[45,65,96,97,100,106,107,114],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:101,assign:21,associ:[73,101],assumpt:109,async:98,attent:85,attribut:[6,71],auc:7,auto:30,averag:60,avg:11,aws:101,backgraound:30,background:[67,68,76,77,78,89],backward:[47,50,69,89],base:[41,58,67],basepool:11,basic:[76,109],batch:65,batch_norm:[8,21],batch_siz:65,beam:58,beam_search:8,beam_search_decod:21,benefit:[67,69],between:[29,64,69,75,76],bidirectional_gru:9,bidirectional_lstm:9,bilinear_interp:8,binari:31,bind:89,bla:79,block:[31,49,50,62,64,69],block_expand:8,blockdesc:62,book:80,bool:79,bootstrap:109,bottleneck:93,brelu:5,bring:109,bucket:101,build:[49,69,79,81,86,91,102,106,107],built:94,cach:2,can:73,capi:56,capi_priv:56,cast:21,challeng:[63,67],chang:58,check:[8,30,88,96],checker:30,checkpoint:[33,34,40],chines:111,choos:[32,101],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,close:30,cloudform:101,cluster:[39,96,100,101,109],cmake:[32,107],code:[41,64,87,93,95],column_sum:7,command:[96,99,100,114],commit:102,common:98,commun:98,compar:109,comparis:64,compat:47,compil:[31,46,47,62,69,79,89,95,106,107],complet:47,compos:65,comput:[31,50,69,71,90],con:109,concat:[8,21],concept:[64,69,101],conclus:[40,51,109],condit:49,config:[3,100],configur:[27,85,92,101,114],conll05:14,connect:8,constantiniti:20,construct:50,contain:[80,102],content:[56,94,101],context_project:8,contribut:[87,91],control:69,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,66,67],convolut:114,core:[30,64,101],cos_sim:[8,21],cost:8,cpu:100,creat:[65,68,69,73,101,102],create_arrai:21,creation:[37,60,71],creator:65,credenti:101,crf:8,crf_decod:8,cross:[106,107],cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,79],cudnn:79,cudnnavg:11,cudnnmax:11,current:[46,70],custom:65,data:[8,12,13,21,33,65,66,101,102,111,112,114],datafeed:[13,17],dataprovid:[2,3,98],dataset:[12,14,33,37,96],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:58,decor:65,deep:[31,47],defin:[89,101,114],definit:78,delet:101,demo:[49,101],dens:40,dep:82,depend:[49,79,82],deploi:41,deriv:88,describ:[47,59],descript:[45,69,98,112],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,54,57,58,59,61,62,64,65,66,67,68,69,70,73,74,76,77],destroi:[73,101],detail:[36,98],detect:[7,8],detection_map:7,detection_output:8,develop:[69,86,92],devic:[76,100],devicecontext:76,dictionari:[65,111],differ:[69,76,100],directori:101,discrimin:49,discuss:[49,67],dispatch:[33,37],distribut:[29,33,36,41,66,96,98,101],doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,54,61,62,64,65,66,67,68,69,70,74,76],docker:[41,80,86,102,106],document:[91,105],doe:[43,65],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:101,download:[101,102,111,113],dropout:[8,21],dure:[58,65],dylib:56,dynam:[33,77],dynamic_lstm:21,dynet:51,each:82,ec2:101,eigen:90,elast:101,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21,111,114],engin:49,enough:30,entri:65,environ:[41,106],eos:8,equat:88,eval:66,evalu:[7,18,42],event:[28,29],evolut:47,examin:93,exampl:[29,32,52,56,68,111,112],execut:[31,47,62,69],executor:[19,43],exp:5,expand:8,expandlevel:8,explain:30,extern:101,extract:[111,113],fabric:96,factor:8,factorization_machin:8,faq:[81,82],fault:33,featur:113,file:[31,93,101,102,114],fill_const:21,fill_constant_batch_size_lik:21,find:101,first_seq:8,float16:46,fluid:[16,47,95],format:[31,33,54,114],forward:[50,89],frame:31,framework:[30,90],from:[29,40,75,79,81],full_matrix_project:8,fulli:8,functor:76,futur:47,gan:[49,112],gate:85,gated_unit:8,gener:[49,58,85,86,93,109,112],get:[83,102],get_output:8,give:65,global:[62,64],gotcha:86,gpu:[80,94,98,100],gradient:[30,38,70,88],gradient_print:7,graident:30,graph:[50,51,67,69,71],group:[8,101],gru:[9,98],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,hand:94,handler:[29,55],happen:40,hardwar:46,helper:64,hierarchi:31,high:[59,60,71,75],how:[30,36,60,65,69,76,79,89,90,91,92,94],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:101,ident:5,identifi:93,identity_project:8,ifels:52,ifelseop:31,imag:[8,9,15,41,80,102,106],imagenet:113,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,43,46,54,57,60,64,65,69,70,71,88,89,90,112],increment:21,infer:[28,106,114],infershap:[62,74],infervartyp:53,info:113,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,100,101],input_typ:2,insid:73,inspect:101,instal:[81,82,83,101,106,107,109,114],instanc:101,instead:65,integr:[76,101],interact:75,interfac:[12,13,15,30,33,38,39,59,65,68,73,113],intermedi:69,interpol:8,introduc:[58,77],introduct:[1,71,96,111,113],isn:65,issu:46,job:[33,41,96,101,102],join:8,kei:101,kernel:69,kill:96,kmax_sequence_scor:8,kube:101,kubectl:101,kubernet:[41,96,101,102],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:8,launch:[80,96],layer:[8,21,29,48,64,88,100],learn:[31,47],learnabl:8,less_than:21,leval:75,level:[59,60,71,75],libpaddle_capi_shar:56,libpaddle_capi_whol:56,librari:[38,46,69,76,106],limit:66,line:[96,99,114],linear:5,linear_chain_crf:21,linear_comb:8,linux:[96,106],list:[34,65],local:[66,68,73,100,101],lod:58,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[57,58,77],lodtensordesc:78,log:[5,87,114],logic:37,logist:114,look:93,low:[60,71,75],lstm:[9,21,98],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,58],macro:69,main:49,manag:[32,96],map:[65,69],master:[33,37,41],math:[8,76],mathemat:30,matrix:98,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,57,76],merge_lod_tensor:21,messag:75,method:58,might:49,migrat:69,mileston:69,mini:65,minibatch:13,misc:8,mix:[8,100],mnist:[14,112],mobil:108,model:[2,3,27,29,36,38,40,47,49,54,58,84,85,96,100,111,112,113,114],modifi:102,modul:[69,76,90],momentum:10,momentumoptim:23,more:49,motiv:[43,54,63],movielen:14,msrainiti:20,mul:21,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:65,multiplex:8,mxnet:51,name:[73,101],nce:8,necess:64,necessari:69,need:[65,86,94],nest:57,net:22,network:[9,69,85,100,112,113,114],neural:[85,114],nlp:[9,98],non:2,norm:[8,71],normaliniti:20,note:30,numer:30,numpi:30,nvprof:94,nvvp:94,object:33,observ:[111,113],offset:58,ones:21,onli:[65,73],op_mak:69,openmpi:96,oper:[48,52,60,62,64,67,69,70,74,77,89],opinfomap:69,opkernel:[69,76,89],opproto:75,ops:71,optim:[10,23,33,38,50,59,64,92,114],option:[45,79,111],opwithkernel:69,order:45,org:91,origin:69,orthogon:73,out_prod:8,outlin:97,output:[8,96,101],overview:[40,43,69,73,95,114],pack:58,packag:[32,82],pad:8,paddl:[36,65,73,90,102],paddlejob:41,paddlepaddl:[29,31,47,60,62,66,71,72,79,80,82,91,95,96,101,105,106,107,111],pair:101,paradigm:47,parallel_nn:100,paramattr:24,paramet:[6,8,28,29,33,38,39,41,60,61,64,67,71,96,98,99,101,111,113],parameteraverageoptim:60,paraphras:111,parent:73,part:50,partit:38,pass:[79,100],path:[40,45],penalti:71,perform:[60,93,94,98],persist:37,pfsclient:[44,45],pfsserver:44,pip:82,place:76,placement:66,platform:96,pnpair:7,point:101,pool2d:21,pool:[8,11],pose:[53,70],power:8,precision_recal:7,predict:[4,113],prefetch:65,prelu:8,prepar:[96,101,111,112],preprocess:[111,114],pretrain:111,print:7,privat:101,pro:109,problem:[42,53,59,70],procedur:109,process:[33,38,41,59,69,86],profil:[25,93,94],program:[31,47,62,64,80,96],programdesc:62,project:32,propos:[53,70,71],protobuf:74,protomak:89,provid:[2,65,114],prune:63,pserver:40,pull:80,pydataprovider2:2,python:[4,30,41,57,59,60,64,65,66,71,75,78,88,89,93,113,114],qualiti:69,queue:[33,37],quick:[83,114],randomnumb:98,rank:7,rank_cost:8,raspberri:107,reader:[12,13,29,65],realiz:69,recoveri:33,recurr:[8,9,85,114],recurrent_group:8,ref:30,refactor:69,refer:[2,66,67,94],region:101,regist:[53,69,75,89],registr:[69,70],registri:69,regress:114,regular:[26,38,71],rel:58,relat:[69,77],relu:5,remark:89,remot:[39,68],render:101,repeat:8,represent:[31,69],requir:[32,49],reshap:[8,21],resiz:8,resnet:113,result:[96,102],retri:37,reus:64,review:87,revis:111,rmsprop:10,rnn:[57,77,84,85,98],rnnop:[31,57,69],roi_pool:8,rotat:8,route53:101,row:74,row_conv:8,row_l2_norm:8,run:[79,80,89,95,102],runtim:[41,66,82],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,57,69,73],script:102,search:58,secur:101,select:[38,74],selectedrow:74,selective_fc:8,sentiment:14,separ:69,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[58,85],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,sequenti:2,server:[33,37,38,41,67,96,98,101],servic:101,session:[66,68],set:99,setup:[101,106],sextant:109,sgd:98,sgdoptim:23,shape:58,share:[29,73],should:73,shrink_memori:21,shuffl:65,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:[58,85],simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:65,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,63,70],some:86,sourc:[79,81,95],spars:[38,39,40,74,100],specifi:[100,111],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,standard:[87,114],stanh:5,start:[29,83,96,101,102,114],startup:102,statement:42,step:[57,81],storag:71,store:33,structur:112,style:87,sub_nested_seq:8,subcommond:45,submit:41,suffici:65,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:[54,114],support:[46,76,77],survei:[46,51,71,109],synopsi:45,system:[47,101],tabl:56,table_project:8,tanh:5,task:[33,37],tear:101,tecton:109,templat:101,tensor:[8,69,76,90],tensorarrai:[58,77],tensordesc:78,tensorflow:51,test:[79,87,88,89,98,100],text_conv_pool:9,theori:30,thi:73,think:49,three:77,time:95,timelin:40,timer:94,tip:94,todo:[34,35],togeth:73,toi:112,toler:33,tool:[32,91,94,96,109],toolchain:107,topic:76,topk:21,toward:47,train:[28,29,33,36,39,41,59,65,66,80,96,98,100,101,102,111,112,114],trainer:[28,33,38,40,41,96,101],tran:8,trans_full_matrix_project:8,transfer:114,translat:58,transpos:21,tune:[94,98],ture:47,tutori:111,two:30,type:[79,89],uci_h:14,uniform:77,uniforminiti:20,unit:[87,88,89,98],unpack:58,updat:[29,39,40,91,101],usag:[57,58,65,90,92],use:[36,65,90],user:[33,111],using:86,util:7,value_print:7,vardesc:78,variabl:[64,69,73,78],vector:98,verifi:101,version:[46,82],vgg_16_network:9,visual:113,volum:101,vpc:101,warp_ctc:8,weightdecayregular:26,what:[36,40,43,86,94],when:[40,73],whl:82,why:[46,47,60,65,69,77,94],wmt14:14,word:[111,114],workflow:87,wrapper:88,write:[87,88,89,91,114],www:91,xavieriniti:20,yaml:102,your:80,zero:21,zoo:113}})