Search.setIndex({docnames:["api/index_cn","api/v1/data_provider/dataprovider_cn","api/v1/data_provider/pydataprovider2_cn","api/v1/index_cn","api/v1/predict/swig_py_paddle_cn","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","faq/build_and_install/index_cn","faq/cluster/index_cn","faq/index_cn","faq/local/index_cn","faq/model/index_cn","faq/parameter/index_cn","getstarted/build_and_install/build_from_source_cn","getstarted/build_and_install/docker_install_cn","getstarted/build_and_install/index_cn","getstarted/build_and_install/pip_install_cn","getstarted/concepts/use_concepts_cn","getstarted/index_cn","howto/deep_model/rnn/hierarchical_layer_cn","howto/deep_model/rnn/hrnn_rnn_api_compare_cn","howto/deep_model/rnn/index_cn","howto/deep_model/rnn/recurrent_group_cn","howto/deep_model/rnn/rnn_config_cn","howto/dev/build_cn","howto/dev/contribute_to_paddle_cn","howto/dev/new_layer_cn","howto/dev/new_op_cn","howto/dev/use_eigen_cn","howto/dev/write_docs_cn","howto/index_cn","howto/optimization/cpu_profiling","howto/optimization/cpu_profiling_cn","howto/optimization/gpu_profiling_cn","howto/read_source","howto/usage/cluster/cluster_train_cn","howto/usage/cmd_parameter/arguments_cn","howto/usage/cmd_parameter/detail_introduction_cn","howto/usage/cmd_parameter/index_cn","howto/usage/cmd_parameter/use_case_cn","howto/usage/k8s/k8s_basis_cn","howto/usage/k8s/k8s_cn","howto/usage/k8s/k8s_distributed_cn","howto/usage/k8s/src/k8s_data/README","howto/usage/k8s/src/k8s_train/README","index_cn","mobile/cross_compiling_for_android_cn","mobile/cross_compiling_for_ios_cn","mobile/cross_compiling_for_raspberry_cn","mobile/index_cn","survey/cluster_bootstrapping_tools","v1_api_tutorials/README","v1_api_tutorials/embedding_model/index_cn","v1_api_tutorials/imagenet_model/resnet_model_cn","v1_api_tutorials/quick_start/index_cn"],envversion:50,filenames:["api/index_cn.rst","api/v1/data_provider/dataprovider_cn.rst","api/v1/data_provider/pydataprovider2_cn.rst","api/v1/index_cn.rst","api/v1/predict/swig_py_paddle_cn.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","faq/build_and_install/index_cn.rst","faq/cluster/index_cn.rst","faq/index_cn.rst","faq/local/index_cn.rst","faq/model/index_cn.rst","faq/parameter/index_cn.rst","getstarted/build_and_install/build_from_source_cn.rst","getstarted/build_and_install/docker_install_cn.rst","getstarted/build_and_install/index_cn.rst","getstarted/build_and_install/pip_install_cn.rst","getstarted/concepts/use_concepts_cn.rst","getstarted/index_cn.rst","howto/deep_model/rnn/hierarchical_layer_cn.rst","howto/deep_model/rnn/hrnn_rnn_api_compare_cn.rst","howto/deep_model/rnn/index_cn.rst","howto/deep_model/rnn/recurrent_group_cn.md","howto/deep_model/rnn/rnn_config_cn.rst","howto/dev/build_cn.md","howto/dev/contribute_to_paddle_cn.md","howto/dev/new_layer_cn.rst","howto/dev/new_op_cn.md","howto/dev/use_eigen_cn.md","howto/dev/write_docs_cn.rst","howto/index_cn.rst","howto/optimization/cpu_profiling.md","howto/optimization/cpu_profiling_cn.md","howto/optimization/gpu_profiling_cn.rst","howto/read_source.md","howto/usage/cluster/cluster_train_cn.md","howto/usage/cmd_parameter/arguments_cn.md","howto/usage/cmd_parameter/detail_introduction_cn.md","howto/usage/cmd_parameter/index_cn.rst","howto/usage/cmd_parameter/use_case_cn.md","howto/usage/k8s/k8s_basis_cn.md","howto/usage/k8s/k8s_cn.md","howto/usage/k8s/k8s_distributed_cn.md","howto/usage/k8s/src/k8s_data/README.md","howto/usage/k8s/src/k8s_train/README.md","index_cn.rst","mobile/cross_compiling_for_android_cn.md","mobile/cross_compiling_for_ios_cn.md","mobile/cross_compiling_for_raspberry_cn.md","mobile/index_cn.rst","survey/cluster_bootstrapping_tools.md","v1_api_tutorials/README.md","v1_api_tutorials/embedding_model/index_cn.md","v1_api_tutorials/imagenet_model/resnet_model_cn.md","v1_api_tutorials/quick_start/index_cn.rst"],objects:{"paddle.v2":{image:[15,1,0,"-"]},"paddle.v2.fluid":{regularizer:[26,1,0,"-"]},"paddle.v2.fluid.evaluator.Evaluator":{metrics:[18,0,1,""],states:[18,0,1,""]},"paddle.v2.fluid.regularizer":{L1DecayRegularizer:[26,2,1,""]},"paddle.v2.image":{batch_images_from_tar:[15,3,1,""],center_crop:[15,3,1,""],left_right_flip:[15,3,1,""],load_and_transform:[15,3,1,""],load_image:[15,3,1,""],load_image_bytes:[15,3,1,""],random_crop:[15,3,1,""],resize_short:[15,3,1,""],simple_transform:[15,3,1,""],to_chw:[15,3,1,""]}},objnames:{"0":["py","attribute","Python \u5c5e\u6027"],"1":["py","module","Python \u6a21\u5757"],"2":["py","class","Python \u7c7b"],"3":["py","function","Python \u51fd\u6570"]},objtypes:{"0":"py:attribute","1":"py:module","2":"py:class","3":"py:function"},terms:{"000\u5e45\u56fe\u50cf\u4e0a\u6d4b\u8bd5\u4e86\u6a21\u578b\u7684\u5206\u7c7b\u9519\u8bef\u7387":125,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":105,"03m":105,"0424m":105,"0473v3":9,"04\u4ee5\u4e0a":88,"04\u4ee5\u53camaco":90,"0630u":105,"06u":105,"0810u":105,"08823112e":4,"0957m":105,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":109,"0\u5c42\u5e8f\u5217":91,"0_cudnn5":85,"0_cudnn5_avx_mkl":88,"0_cudnn7_avx_mkl":88,"0ab":8,"0rc1":72,"0rc2":72,"0x10f256d50":51,"0x7ffe4de00110":51,"100m":82,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":125,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":125,"101\u5c42\u7f51\u7edc\u6a21\u578b":125,"10g":41,"1150u":105,"11\u5b9e\u73b0\u4e86c":56,"11e6":113,"12194102e":4,"124n":105,"128\u7ef4\u548c256\u7ef4":124,"12\u4ee5\u4e0a":88,"12\u64cd\u4f5c\u7cfb\u7edf":79,"13m":113,"1490u":105,"14\u7248\u672c\u4ee5\u4e0a\u7684":120,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":111,"152\u5c42\u7f51\u7edc\u6a21\u578b":125,"15501715e":4,"1550u":105,"15\u884c":92,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":84,"16u":105,"173m":125,"173n":105,"1770u":105,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":113,"197u":105,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":85,"1\u7684\u5c42\u4e4b\u5916":111,"1\u7a00\u758f\u6570\u636e":98,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":111,"210u":105,"211839e770f7b538e2d8":9,"215n":105,"228u":105,"234m":125,"2520u":105,"25639710e":4,"25k":126,"2680u":105,"26\u884c":92,"27787406e":4,"279n":105,"27m":105,"285m":105,"2863m":105,"28\u7684\u56fe\u7247\u50cf\u7d20\u7070\u5ea6\u503c":2,"28\u7ef4\u7684\u7a20\u5bc6\u6d6e\u70b9\u6570\u5411\u91cf\u548c\u4e00\u4e2a":2,"28m":105,"2977m":105,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":84,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":114,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":111,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":114,"302n":105,"30u":105,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":124,"32777140e":4,"328n":105,"32\u7ef4":124,"32u":105,"32x32":14,"331n":105,"3320u":105,"36540484e":4,"36u":105,"3710m":105,"3768m":105,"387u":105,"38u":105,"3920u":105,"39u":105,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":88,"3\u53f7gpu":82,"4035m":105,"4090u":105,"4096mb":109,"4279m":105,"43630644e":4,"43u":105,"448a5b355b84":113,"4560u":105,"4563m":105,"45u":105,"4650u":105,"4726m":105,"473m":113,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":84,"4gb":109,"500m":82,"50\u5c42":125,"50\u5c42\u7f51\u7edc\u6a21\u578b":125,"51111044e":4,"514u":105,"525n":105,"526u":105,"53018653e":4,"536u":105,"5460u":105,"5470u":105,"54u":105,"5690m":105,"573u":105,"578n":105,"5798m":105,"586u":105,"58s":113,"5969m":105,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":124,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":88,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":88,"5_cudnn5_avx_mkl":88,"6080u":105,"6140u":105,"6305m":105,"639u":105,"64\u5e73\u53f0\u4e3a\u4f8b":118,"64\u7ef4":124,"64m":54,"655u":105,"6780u":105,"6810u":105,"682u":105,"6970u":105,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":105,"6\u4ee5\u4e0a":[88,90],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":88,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":124,"704u":105,"70634608e":4,"7090u":105,"72296313e":4,"72u":105,"73u":105,"75u":105,"760u":105,"767u":105,"783n":105,"784u":105,"78m":105,"7\u4ee5\u4e0a":118,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":88,"7\u4ee5\u4e0b":118,"7\u548cpip":79,"7\u7248\u672c\u5f00\u59cb":118,"7\u7cfb\u5217":88,"7eamaa":14,"7kb":113,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":101,"8250u":105,"8300u":105,"830n":105,"849m":105,"85625684e":4,"861u":105,"8661m":105,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":124,"877\u884c":124,"892m":105,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":84,"901n":105,"90u":105,"918u":105,"9247m":105,"924n":105,"9261m":105,"93137714e":4,"9330m":105,"94u":105,"9530m":105,"96644767e":4,"983m":105,"988u":105,"997u":105,"99982715e":4,"99m":125,"99u":105,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":119,"9f18":113,"\u4e00":92,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":99,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u5b58\u50a8\u7cfb\u7edf":112,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":113,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":94,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":94,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":94,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":94,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":120,"\u4e00\u4e2a\u6216\u591a\u4e2a":112,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":82,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":105,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":91,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":91,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":34,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":98,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":98,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":98,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":99,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":84,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":44,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":109,"\u4e00\u4e2alabel":92,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":95,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":126,"\u4e00\u4e2apod\u4e2d\u7684\u6240\u6709\u5bb9\u5668\u4f1a\u88ab\u8c03\u5ea6\u5230\u540c\u4e00\u4e2anode\u4e0a":112,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":92,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":94,"\u4e00\u53f0\u7535\u8111":96,"\u4e00\u65e9":92,"\u4e00\u662fbatch":82,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":96,"\u4e00\u6b21\u4f5c\u4e1a\u79f0\u4e3a\u4e00\u4e2ajob":112,"\u4e00\u6b21\u6027\u676f\u5b50":92,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[91,92],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":72,"\u4e00\u822c\u4ece":97,"\u4e00\u822c\u5728paddlepaddle\u4e2d":92,"\u4e00\u822c\u60c5\u51b5\u4e0b":1,"\u4e00\u822c\u63a8\u8350\u8bbe\u7f6e\u6210true":2,"\u4e00\u822c\u662f\u7531\u4e8e\u76f4\u63a5\u4f20\u9012\u5927\u5b57\u5178\u5bfc\u81f4\u7684":84,"\u4e00\u822c\u6765\u8bf4":95,"\u4e00\u822c\u8868\u793a":92,"\u4e00\u822c\u8bbe\u7f6e":84,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":126,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,89],"\u4e0a":97,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":120,"\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\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":107,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":92,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":114,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":96,"\u4e0a\u7f51":92,"\u4e0a\u8fd0\u884c":118,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":84,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":86,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":96,"\u4e0a\u8ff0\u7684":83,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":105,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":99,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":99,"\u4e0b":[99,101],"\u4e0b\u540c":84,"\u4e0b\u56fe\u4e2d\u5c31\u5c55\u793a\u4e86\u4e00\u4e9b\u5173\u4e8e\u5185\u5b58\u6570\u636e\u8fc1\u5f99\u548c\u8ba1\u7b97\u8d44\u6e90\u5229\u7528\u7387\u7684\u5efa\u8bae":105,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":125,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":98,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":94,"\u4e0b\u6587\u4f7f\u7528":114,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":113,"\u4e0b\u6b21":92,"\u4e0b\u7684":114,"\u4e0b\u8868\u5c55\u793a\u4e86batch":125,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":113,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":86,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":86,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":105,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":99,"\u4e0b\u9762\u4ee5":107,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":99,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":100,"\u4e0b\u9762\u5148\u7b80\u8981\u4ecb\u7ecd\u4e00\u4e0b\u672c\u6587\u7528\u5230\u7684\u51e0\u4e2akubernetes\u6982\u5ff5":112,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":56,"\u4e0b\u9762\u5217\u51fa\u4e86":95,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":98,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":114,"\u4e0b\u9762\u662f":99,"\u4e0b\u9762\u662f\u5bf9":99,"\u4e0b\u9762\u7684\u4ee3\u7801\u5c06\u968f\u673a\u751f\u6210\u7684\u77e9\u9635\u8f6c\u5316\u4e3a\u53ef\u4ee5\u88abpaddlepaddle\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570":84,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":98,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":125,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":125,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":99,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":98,"\u4e0b\u9762\u7ed9\u51fa\u5728\u4e09\u7ef4\u7a7a\u95f4\u4e2d\u4f7f\u7528\u7ebf\u6027\u56de\u5f52\u62df\u5408\u4e00\u6761\u76f4\u7ebf\u7684\u4f8b\u5b50":89,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":91,"\u4e0d":92,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":44,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":96,"\u4e0d\u4f1a\u518d\u4ece":82,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":96,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":55,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":98,"\u4e0d\u4f7f\u7528c":55,"\u4e0d\u4f7f\u7528swig":55,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":99,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":99,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":99,"\u4e0d\u540c\u4e3b\u673a":112,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":83,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":99,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":109,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":125,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":95,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":55,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":82,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":114,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,89],"\u4e0d\u540c\u7a7a\u95f4\u7684\u8d44\u6e90\u540d\u53ef\u4ee5\u91cd\u590d":112,"\u4e0d\u540c\u8bbe\u5907":99,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":55,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":94,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":94,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":92,"\u4e0d\u540cpod\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7ip\u5730\u5740\u8bbf\u95ee":112,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":100,"\u4e0d\u5728":56,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":92,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":55,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":94,"\u4e0d\u6307\u5b9a\u65f6":94,"\u4e0d\u63d0\u4f9b\u5206\u5e03\u5f0f\u5b58\u50a8":112,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,89],"\u4e0d\u662f\u771f\u6b63\u7684layer":83,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":83,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":55,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":97,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":35,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":99,"\u4e0d\u80fd\u592a\u968f\u610f":97,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":97,"\u4e0d\u8fc7":92,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":96,"\u4e0d\u8fdc":92,"\u4e0d\u9519":92,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":96,"\u4e0d\u9700\u8981\u8bbe\u7f6e":118,"\u4e0e":[99,104,114,124],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":72,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":92,"\u4e0e\u53ef\u80fd\u6709\u7684":72,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":107,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":104,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":84,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":107,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":114,"\u4e0e\u8c03\u4f18":104,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":82,"\u4e0ejob":114,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":99,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":99,"\u4e0epython\u4e0d\u540c":104,"\u4e14":92,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":97,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":104,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,89],"\u4e14\u652f\u6301\u90e8\u7f72\u5230":112,"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":92,"\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,"\u4e24":92,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":101,"\u4e24\u4e2a\u5d4c\u5957\u7684":94,"\u4e24\u4e2a\u64cd\u4f5c":105,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":92,"\u4e24\u4e2a\u90e8\u5206":101,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":82,"\u4e24\u79cd\u7c7b\u522b":126,"\u4e24\u79cdblas\u5e93":85,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":82,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":72,"\u4e2a":126,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":82,"\u4e2a\u6027\u5316\u63a8\u8350":72,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":109,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":109,"\u4e2d":[55,56,82,98,99,100,104,114,126],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":97,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":124,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":107,"\u4e2d\u4f20\u5165\u53c2\u6570":107,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":107,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":82,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":92,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":120,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":126,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":118,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":118,"\u4e2d\u5305\u542bc":[118,120],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":97,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":97,"\u4e2d\u5b8c\u5168\u4e00\u81f4":55,"\u4e2d\u5b9a\u4e49":95,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":94,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":56,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":125,"\u4e2d\u6307\u5b9a":109,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":111,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":125,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":100,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":125,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":85,"\u4e2d\u6587\u6587\u6863":101,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":101,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":92,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":82,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":114,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":109,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":99,"\u4e2d\u7684":[100,125],"\u4e2d\u7684\u4e00\u884c":[2,97],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":107,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":97,"\u4e2d\u7684\u6570\u636e":125,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":125,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":72,"\u4e2d\u7684\u7528\u6237\u8bc1\u4e66":112,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":114,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":107,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":98,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":99,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":82,"\u4e3a":[2,95,99,118,119,120],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":99,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":97,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":98,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":86,"\u4e3a\u4e86\u5b8c\u6210\u5206\u5e03\u5f0f\u673a\u5668\u5b66\u4e60\u8bad\u7ec3\u4efb\u52a1":112,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":98,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":96,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":94,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":97,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":56,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":104,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":118,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":105,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[118,119],"\u4e3a\u4ec0\u4e48\u7528":96,"\u4e3a\u4f8b":[83,99,126],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":99,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":126,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":84,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":86,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":105,"\u4e3a\u60f3\u4fee\u6b63\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u4e8c\u8fdb\u5236\u6a21\u578b\u7684\u547d\u4ee4":124,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":107,"\u4e3a\u6b64":113,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":99,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":98,"\u4e3aconst\u51fd\u6570":99,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":98,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":109,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":89,"\u4e3b\u8981\u539f\u56e0":92,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":82,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":99,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":126,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":84,"\u4e3e\u4f8b":82,"\u4e3e\u4f8b\u8bf4\u660e":92,"\u4e4b\u524d":97,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":126,"\u4e4b\u540e":[89,98],"\u4e4b\u540e\u4f7f\u7528":98,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":98,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":101,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":98,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":85,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":56,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":96,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":94,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":98,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":104,"\u4e58\u9664\u7b49\u65f6\u5019":82,"\u4e5f":92,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":94,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":56,"\u4e5f\u4e0d\u751f\u6210":56,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":83,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":96,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":97,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":101,"\u4e5f\u53ef\u4ee5\u53bb\u6389\u8fd9\u4e9b\u8bc1\u4e66\u7684\u914d\u7f6e":112,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":94,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":107,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":101,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":105,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":114,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":126,"\u4e5f\u53ef\u4ee5\u914d\u7f6e\u4e0d\u540c\u7684\u91cd\u8bd5\u673a\u5236":112,"\u4e5f\u53ef\u5199\u6210":99,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":119,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":118,"\u4e5f\u5c31\u662f":97,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":126,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":96,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":97,"\u4e5f\u5c31\u662f\u8bf4":[109,111,124],"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":114,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":105,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":92,"\u4e5f\u662f\u5bb9\u5668\u4e0enode\u4e4b\u95f4\u5171\u4eab\u6587\u4ef6\u7684\u65b9\u5f0f":112,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":94,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":79,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":126,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":55,"\u4e7e":92,"\u4e86":[92,96],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":104,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":105,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":95,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":95,"\u4e8c\u7ef4\u77e9\u9635":125,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":92,"\u4e8c\u8fdb\u5236":124,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":104,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":104,"\u4e92\u76f8\u901a\u4fe1":112,"\u4e94\u661f\u7ea7":92,"\u4ea4\u4e92\u7684\u65b9\u6cd5":104,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":118,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":118,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":118,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":119,"\u4ea4\u53c9\u7f16\u8bd1raspberri":120,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":118,"\u4ea4\u901a":92,"\u4ea4\u901a\u4fbf\u5229":92,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[118,119],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":86,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":96,"\u4ec5\u4ec5\u4f7f\u7528":55,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":98,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":98,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":114,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":118,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":107,"\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e4b\u524d":112,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":126,"\u4ece":[72,80,105],"\u4ece0\u5230num":109,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":107,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":94,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":105,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":84,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":92,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":126,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":119,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":118,"\u4ece\u6e90\u7801\u7f16\u8bd1":87,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":34,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":98,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":80,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":126,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":94,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":107,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":92,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":124,"\u4ececmake":118,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":109,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":97,"\u4ed4\u7ec6\u89c2\u5bdf":125,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":56,"\u4ed6\u4eec\u5206\u522b\u662f":92,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":96,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":92,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":125,"\u4ed6\u662f\u5c06":56,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":55,"\u4ee3\u66ff":114,"\u4ee3\u7801\u4e2d9":92,"\u4ee3\u7801\u53c2\u8003":107,"\u4ee3\u7801\u5982\u4e0b":[82,83,84,95],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":97,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":55,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":104,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":99,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":114,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":83,"\u4ee5\u4e0a":[97,118],"\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\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":95,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":96,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":86,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":107,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":97,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":126,"\u4ee5\u4e0b\u793a\u8303\u5982\u4f55\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u4e2d\u6587\u5b57\u5178\u548c\u8bcd\u5411\u91cf\u8fdb\u884c\u77ed\u8bed\u6539\u5199":124,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":86,"\u4ee5\u4f7f\u7528":118,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":84,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":44,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":107,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":98,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":98,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":96,"\u4ee5\u53ca":[96,98],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":95,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":96,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":91,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":120,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":99,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":94,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":98,"\u4ee5\u53caandroid":118,"\u4ee5\u53caandroid\u6240\u9700":118,"\u4ee5\u53cagcc":85,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":98,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":118,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":119,"\u4ee5\u76f8\u5bf9\u8def\u5f84\u5f15\u7528":1,"\u4ee5\u786e\u4fdd\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93\u548cpaddlepaddle\u4ee3\u7801\u90fd\u662f\u9488\u5bf9\u65b0\u7684cmake\u914d\u7f6e\u91cd\u65b0\u7f16\u8bd1\u7684":[118,119,120],"\u4ee5\u8f93\u51fa":82,"\u4ee5\u9017\u53f7":124,"\u4ee5\u9017\u53f7\u95f4\u9694":109,"\u4ee5eigentensor\u4e3a\u4f8b":100,"\u4ee5embedding\u5c42\u4e3a\u4f8b":84,"\u4ee5lstm\u4e3a\u4f8b":83,"\u4ef7\u683c":92,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":107,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":107,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":92,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":98,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":104,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":114,"\u4f1a\u5171\u4eab\u53c2\u6570":84,"\u4f1a\u5173\u8054\u53c2\u6570":83,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":107,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":109,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":92,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":114,"\u4f1a\u5728":101,"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":101,"\u4f1a\u5927\u4e0d\u76f8\u540c":107,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":82,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":94,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":55,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":94,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":82,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":94,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":104,"\u4f1a\u6254\u5230\u8fd9\u6761\u6570\u636e":2,"\u4f1a\u628a\u8bad\u7ec3\u96c6\u548c\u6d4b\u8bd5\u96c6\u5206\u522b\u5206\u5272\u6210\u591a\u4e2a\u6587\u4ef6":107,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":82,"\u4f1a\u62a5\u9519":94,"\u4f1a\u6839\u636e\u547d\u4ee4\u884c\u53c2\u6570\u6307\u5b9a\u7684\u6d4b\u8bd5\u65b9\u5f0f":1,"\u4f1a\u6839\u636einput_types\u68c0\u67e5\u6570\u636e\u7684\u5408\u6cd5\u6027":2,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":104,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":55,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":98,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":97,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":85,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":114,"\u4f1a\u88ab":107,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":94,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":97,"\u4f20\u5165":[2,35],"\u4f20\u5165\u4e0a\u4e00\u6b65\u89e3\u6790\u51fa\u6765\u7684\u6a21\u578b\u914d\u7f6e\u5c31\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":4,"\u4f20\u5165\u9884\u6d4b\u6570\u636e":4,"\u4f20\u7ed9dataprovider\u7684\u67d0\u4e00\u4e2aargs\u8fc7\u5927":84,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":109,"\u4f46":56,"\u4f46\u4e0d\u66b4\u9732":56,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":98,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":109,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":92,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":92,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":94,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":85,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":72,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":92,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":82,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":72,"\u4f46\u662f":[82,92],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":108,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":92,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":107,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":97,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":111,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":82,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":96,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":55,"\u4f46\u662f\u8c03\u8bd5python\u4e2d\u4f7f\u7528\u7684\u52a8\u6001\u94fe\u63a5\u5e93\u4e0e\u76f4\u63a5\u8c03\u8bd5\u539f\u59cb\u4e8c\u8fdb\u5236\u76f8\u6bd4\u589e\u52a0\u4e86\u5f88\u591a\u590d\u6742\u5ea6":104,"\u4f46\u662fbatch":82,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,89],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,89],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":88,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":99,"\u4f46eigen":100,"\u4f4d\u7f6e":92,"\u4f4f":92,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":92,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":95,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":99,"\u4f5c\u4e3a\u53c2\u6570\u7684id":84,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":94,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":55,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":85,"\u4f5c\u4e3a\u8f93\u51fa":95,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":92,"\u4f5c\u7528":91,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":125,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":126,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":124,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":125,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":126,"\u4f60\u53ef\u4ee5\u4f7f\u7528":125,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":111,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":125,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":125,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":124,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":125,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":125,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":101,"\u4f60\u9700\u8981\u4e00\u4e9b\u66f4\u590d\u6742\u7684\u5355\u5143\u6d4b\u8bd5\u6765\u4fdd\u8bc1\u4f60\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42\u662f\u6b63\u786e\u7684":98,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":111,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":98,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":98,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":126,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":79,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":98,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":107,"\u4f7f\u7528":[56,72,82,83,84,92,94,95,98,104,105,109,118,126],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":111,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":111,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":125,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":111,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":111,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":98,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":82,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":113,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":101,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":84,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":124,"\u4f7f\u7528\u52a8\u6001\u5e93":55,"\u4f7f\u7528\u53c2\u6570":[85,107],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":118,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":82,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":82,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":124,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":95,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":104,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":114,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":113,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":99,"\u4f7f\u7528\u6587\u6863":99,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":82,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":56,"\u4f7f\u7528\u6848\u4f8b":110,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":107,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":56,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":109,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":94,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":125,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":109,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":109,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":84,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":34,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":92,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":98,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":55,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":124,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\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\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":109,"\u4f7f\u7528cmake\u7684\u8bdd":104,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":111,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":111,"\u4f7f\u7528docker":86,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":86,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":87,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":96,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":101,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":85,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":118,"\u4f7f\u7528init":111,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":92,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":92,"\u4f7f\u7528model":111,"\u4f7f\u7528openblas\u7684\u955c\u50cf":86,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":118,"\u4f7f\u7528paddlepaddl":126,"\u4f7f\u7528pip\u5b89\u88c5":87,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":109,"\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,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":84,"\u4f86":92,"\u4f8b\u5982":[2,35,55,56,72,82,83,85,89,92,95,98,105,108,109,111,114,125,126],"\u4f8b\u5982\u4e0a\u6587\u7684pod":112,"\u4f8b\u5982\u4e0b\u56fe\u4e2d":104,"\u4f8b\u5982\u4f7f\u7528":82,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":55,"\u4f8b\u5982\u5bf9\u4e8epython":55,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":92,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":92,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":92,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":82,"\u4f8b\u5982c":55,"\u4f8b\u5982hostpath":112,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":55,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":114,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":55,"\u4f8b\u5982python\u7684":55,"\u4f8b\u5982sigmoid":98,"\u4f8b\u5982sigmoid\u53d8\u6362":126,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":107,"\u4f8b\u5b50\u4e2d\u662f":98,"\u4f8b\u5b50\u4e2d\u662f0":98,"\u4f8b\u5b50\u4e2d\u662f100":98,"\u4f8b\u5b50\u4e2d\u662f4096":98,"\u4f8b\u5b50\u4e2d\u662f8192":98,"\u4f8b\u5b50\u4e2d\u662ffc":98,"\u4f8b\u5b50\u4e2d\u662fsoftmax":98,"\u4f8b\u5b50\u4f7f\u7528":112,"\u4f9bpaddlepaddle\u52a0\u8f7d":109,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":99,"\u4f9d\u6b21\u7c7b\u63a8":72,"\u4f9d\u8d56":[85,88],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":86,"\u4f9d\u8d56libpython2":85,"\u4fbf\u4e8e\u5b58\u50a8\u8d44\u6e90\u7ba1\u7406\u548cpod\u5f15\u7528":112,"\u4fbf\u4e8e\u672c\u5730\u9a8c\u8bc1\u548c\u6d4b\u8bd5":112,"\u4fbf\u5229":92,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":92,"\u4fbf\u5b9c":92,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":55,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":109,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":84,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":109,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":109,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":125,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":97,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":107,"\u4fee\u590d\u6240\u6709bug\u540e":72,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":72,"\u4fee\u590dubuntu":72,"\u4fee\u6539":[72,112,113],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":113,"\u4fee\u6539\u6210":72,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":105,"\u4fee\u6539\u6587\u6863":102,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[92,97],"\u503c\u5f97\u6df1\u5165\u5206\u6790":105,"\u503c\u7c7b\u578b":111,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":84,"\u5047\u8bbe":98,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":86,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":98,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":82,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":124,"\u504f\u7f6e\u53c2\u6570":125,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":98,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":100,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":72,"\u505a\u63a5\u53e3":55,"\u505a\u68af\u5ea6\u68c0\u6d4b":99,"\u505a\u68c0\u67e5":99,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":109,"\u505c\u7535":92,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":104,"\u5143\u7d20":91,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":91,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":104,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":56,"\u5148\u627e\u51fa\u53c2\u6570":83,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":79,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":104,"\u5148\u8c03\u7528initializer\u51fd\u6570":126,"\u514b\u9686\u4e0b\u9762":120,"\u5168\u5bb6":92,"\u5168\u8fde\u63a5\u5c42":124,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":98,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":125,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":98,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":98,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":98,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":98,"\u516c\u5f0f":86,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":99,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":99,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":114,"\u5171\u670932":124,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":99,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":92,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":97,"\u5173\u4e8eavx":86,"\u5173\u4e8eeigen":100,"\u5173\u4e8elstm":83,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":89,"\u5173\u4e8eunbound":94,"\u5173\u952e\u8bcd\u5305\u62ec":97,"\u5176\u4e2d":[2,55,72,82,84,89,95,98,104,118,120,124,125],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":125,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":107,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":119,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":119,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":119,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":126,"\u5176\u4e2d\u6bcf\u4e00\u884c\u5bf9\u5e94\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u5730\u5740":1,"\u5176\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u53cc\u5c42\u5e8f\u5217\u4e2d\u6bcf\u4e2asubseq\u6700\u540e\u4e00\u4e2a":91,"\u5176\u4e2d\u6bcf\u884c\u6570\u636e\u4ee3\u8868\u4e00\u5f20\u56fe\u7247":2,"\u5176\u4e2d\u8f93\u5165\u56fe\u50cf\u7684\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":125,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":109,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":109,"\u5176\u4e2dvalue\u5373\u4e3asoftmax\u5c42\u7684\u8f93\u51fa":4,"\u5176\u4e2dx\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a2\u7684\u7a20\u5bc6\u5411\u91cf":89,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":100,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":96,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":82,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":82,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":56,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":126,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":111,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":72,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":85,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[118,119],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":95,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":98,"\u5176\u4f59\u884c\u662f":124,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5185\u90e8\u7684\u6587\u4ef6\u4e5f\u4f1a\u968f\u4e4b\u6d88\u5931":112,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":126,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":104,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":126,"\u5176\u5b83layer\u7684\u8f93\u51fa":94,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":82,"\u5176\u63d0\u4f9b\u5e94\u7528\u90e8\u7f72":112,"\u5176\u6b21":[2,92,126],"\u5176\u8bf4\u660e\u5982\u4e0b":92,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":95,"\u5176name\u7531\u53c2\u6570":83,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[56,82],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":96,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":56,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,82,98],"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":94,"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":105,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":79,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":126,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":79,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":125,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,56,97],"\u5177\u4f53\u8bf7\u89c1":97,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":92,"\u5185":95,"\u5185\u5b58":105,"\u5185\u5b58\u4e0d\u8db3":80,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":109,"\u5185\u5bb9":[99,126],"\u5185\u5bb9\u5982\u4e0b":113,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":92,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":114,"\u5185\u90e8":114,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":55,"\u518d\u4ee5":99,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":84,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":55,"\u518d\u57fa\u4e8e":72,"\u518d\u5b89\u88c5":[79,88],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":92,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":92,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":92,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":107,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":104,"\u518d\u6307\u5b9a":85,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":104,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":104,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":98,"\u518d\u901a\u8fc7\u51fd\u6570":114,"\u5197\u4f59\u7b49\u529f\u80fd":112,"\u5199\u4ee3\u7801":55,"\u5199\u5165\u5feb\u7167\u6570\u636e":34,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u662f\u4e00\u4e2a\u9a8c\u8bc1\u65b0\u5b9e\u73b0\u7684\u5c42\u662f\u5426\u6b63\u786e\u7684\u76f8\u5bf9\u7b80\u5355\u7684\u529e\u6cd5":98,"\u5199\u7684":104,"\u51c6\u5907":92,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":107,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":107,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":107,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":82,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":82,"\u51cf\u5c0fbatch":82,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":107,"\u51fa\u53bb\u73a9":92,"\u51fa\u5dee":92,"\u51fa\u6765":92,"\u51fa\u73b0":79,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":84,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":83,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[79,88],"\u51fd\u6570":[2,95,98,104,105],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":99,"\u51fd\u6570\u5047\u8bbe":95,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":105,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":35,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":94,"\u51fd\u6570\u540d":104,"\u51fd\u6570\u540d\u4e3a":56,"\u51fd\u6570\u547d\u540d":55,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":99,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":104,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":98,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":98,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":94,"\u51fd\u6570\u603b\u65f6\u95f4":104,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":98,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":105,"\u51fd\u6570\u67e5\u8be2\u8f6f\u4ef6\u5305\u76f8\u5173api\u8bf4\u660e":4,"\u51fd\u6570\u7684":2,"\u51fd\u6570\u7684\u5b9e\u73b0\u662f\u6b63\u786e\u7684":98,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":98,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":104,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":104,"\u51fd\u6570\u91cc\u5b9e\u73b0":99,"\u5206\u4e3a\u597d\u8bc4":126,"\u5206\u522b\u4e3a":124,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":94,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":92,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":94,"\u5206\u522b\u662f":91,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":95,"\u5206\u522b\u662fsentences\u548clabel":92,"\u5206\u522b\u662fwords\u548clabel":92,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":98,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":92,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":112,"\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u901a\u5e38\u4f1a\u901a\u8fc7api\u6216\u8005\u73af\u5883\u53d8\u91cf\u63d0\u4f9b\u4efb\u52a1\u8fd0\u884c\u9700\u8981\u7684\u53c2\u6570":107,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":107,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[72,97],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":72,"\u5206\u652f\u4e0a":97,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":97,"\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":97,"\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\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":99,"\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\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":118,"\u5206\u652f\u89c4\u8303":97,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":105,"\u5206\u7247":34,"\u5206\u7c7b\u6210\u6b63\u9762\u60c5\u7eea\u548c\u8d1f\u9762\u60c5\u7eea\u4e24\u7c7b":2,"\u5206\u7c7b\u9519\u8bef\u7387\u548c\u6a21\u578b\u5927\u5c0f\u7531\u4e0b\u8868\u7ed9\u51fa":125,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":124,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":124,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":124,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":109,"\u5206\u9694":124,"\u5207\u6362\u5230":97,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":97,"\u5217\u540d":104,"\u5217\u8868\u5982\u4e0b":[2,89],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":98,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":85,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":119,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":109,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":34,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":109,"\u5219\u53ef\u8bbe\u7f6e":[118,119,120],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":126,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":107,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":109,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":34,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":105,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":109,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5219\u8bbe\u7f6e\u6210":[118,120],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":82,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":119,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":34,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":85,"\u5219\u9700\u8981\u624b\u52a8\u62f7\u8d1d\u5c5e\u4e8e\u6bcf\u4e2atrainer\u8282\u70b9\u7684\u8bad\u7ec3\u6570\u636e\u5230\u5bf9\u5e94\u7684\u8282\u70b9\u4e0a":107,"\u5219\u9700\u8981\u914d\u7f6e":112,"\u521b\u5efa\u4e00\u4e2a":90,"\u521b\u5efa\u4e00\u4e2akubernet":114,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":97,"\u521b\u5efa\u6210\u529f\u540e":114,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":107,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":98,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":98,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":109,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":124,"\u521d\u59cb\u5316\u7236\u7c7b":98,"\u521d\u59cb\u5316biases_":98,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":94,"\u5220\u9664":97,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":34,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":119,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":82,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":126,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":82,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":94,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":126,"\u5229\u7528kubernetes\u80fd\u65b9\u4fbf\u5730\u7ba1\u7406\u8de8\u673a\u5668\u8fd0\u884c\u5bb9\u5668\u5316\u7684\u5e94\u7528":112,"\u5229\u843d":92,"\u522b\u4eba\u5e2e\u4e86\u5fd9":97,"\u522b\u5fd8\u4e86":96,"\u5230":[34,79,95],"\u5230\u672c\u5730":97,"\u5230\u6b64":99,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":114,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":114,"\u5237\u7259":92,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u524d\u53f0":92,"\u524d\u5411\u4f20\u64ad":98,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":98,"\u524d\u5411\u548c\u540e\u5411":98,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":99,"\u524d\u8005\u5728":82,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":99,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":82,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":99,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":97,"\u524d\u9700\u8981\u5b89\u88c5":104,"\u524d\u9988":107,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":44,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":72,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":98,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":126,"\u52a0\u5165":105,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":95,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":95,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":84,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":84,"\u52a0\u8f7dtest":109,"\u52a0\u901f\u7f16\u8bd1":85,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":82,"\u52a8\u6001\u5e93":55,"\u52a9\u624b":98,"\u5305":104,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":124,"\u5305\u542b3\u4e2a\u5c5e\u6027":124,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":56,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":85,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":107,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":107,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":104,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":99,"\u5305\u62ec":[35,107,109,126],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":82,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":85,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":89,"\u5305\u62ec\u7b80\u5355\u7684":126,"\u5305\u62ecbool":111,"\u5305\u62eclinux":118,"\u5305\u7684\u65b9\u6cd5\u662f":79,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":92,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":92,"\u5341\u4e00":92,"\u534e\u6da6\u4e07\u5bb6":92,"\u534f\u540c\u5b8c\u6210releas":72,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":109,"\u5355\u5143\u6d4b\u8bd5":[96,100],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":79,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":99,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":96,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":108,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":92,"\u5355\u53cc\u5c42rnn":93,"\u5355\u5c42":94,"\u5355\u5c42\u4e0d\u7b49\u957frnn":92,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":92,"\u5355\u5c42\u5e8f\u5217":91,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":91,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":91,"\u5355\u5c42\u6216\u53cc\u5c42":91,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":92,"\u5355\u5c42rnn":[92,94],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":92,"\u5355\u673acpu\u8bad\u7ec3":82,"\u5355\u673agpu\u8bad\u7ec3":82,"\u5355\u6b65\u51fd\u6570":95,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":95,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":95,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":95,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":99,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":104,"\u5355\u8fdb\u5355\u51fa":94,"\u5360\u4f4d\u7b26":124,"\u5360\u7528\u4e8617":104,"\u536b\u751f":92,"\u5373":[56,82,83,99,101,114,126],"\u5373\u4e00\u4e2a\u5c06\u5355\u8bcd\u5b57\u7b26\u4e32\u6620\u5c04\u5230\u5355\u8bcdid\u7684\u5b57\u5178":2,"\u5373\u4e0a\u8ff0\u4ee3\u7801\u4e2d\u7684\u7b2c19\u884c":92,"\u5373\u4e0d\u5141\u8bb8\u5728":99,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":92,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":92,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":92,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":92,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":92,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":92,"\u5373\u4f7f\u7528":[56,83],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":109,"\u5373\u4f7fc":56,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":56,"\u5373\u4fbf\u662f":96,"\u5373\u4fbf\u8bbe\u7f6e":79,"\u5373\u4fbfpaddl":56,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":94,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":95,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":92,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":94,"\u5373\u53ef":97,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":82,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":118,"\u5373\u53ef\u5728":120,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":88,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":86,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":104,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":104,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":92,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":82,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,89],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":56,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":126,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":92,"\u5373\u5f53\u524d\u65f6\u95f4\u6b65\u4e0b\u7684\u795e\u7ecf\u7f51\u7edc\u4f9d\u8d56\u524d\u4e00\u4e2a\u65f6\u95f4\u6b65\u795e\u7ecf\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u8f93\u51fa":92,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":100,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":94,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":92,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":91,"\u5373\u6574\u6570\u6570\u7ec4":92,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":92,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":92,"\u5373\u66b4\u9732":56,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":92,"\u5373\u7f51\u5361\u540d":114,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":82,"\u5373\u8bbe\u7f6e":82,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":86,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":55,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":84,"\u5373input":94,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":92,"\u5377\u79ef\u5c42\u6743\u91cd":125,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":126,"\u5378\u8f7dpaddlepaddle\u5305":79,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":100,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":92,"\u539f\u56e0":97,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":79,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":97,"\u53bb\u8fc7":92,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,55,82,96,98,107,108,114,124,125],"\u53c2\u6570\u4e3a":99,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":84,"\u53c2\u6570\u540d":125,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":107,"\u53c2\u6570\u6570\u91cf":126,"\u53c2\u6570\u670d\u52a1\u5668":[107,108],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":107,"\u53c2\u6570\u670d\u52a1\u5668\u4e5f\u4e0d\u4f1a\u7b49\u5f85\u8ba1\u7b97\u8282\u70b9\u5168\u90e8\u90fd\u63d0\u4ea4\u68af\u5ea6\u4e4b\u540e\u624d\u5f00\u59cb\u4e0b\u4e00\u6b65":107,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":107,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":109,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":109,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":109,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":109,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":109,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":82,"\u53c2\u6570\u6982\u8ff0":110,"\u53c2\u6570\u7684\u89e3\u6790":114,"\u53c2\u6570\u7ef4\u5ea6":124,"\u53c2\u6570\u884c":124,"\u53c2\u6570\u8bbe\u7f6e":81,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":92,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":86,"\u53c2\u6570\u8f93\u5165":82,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":95,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":97,"\u53c2\u8003":[44,55,86,112],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":105,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":92,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":107,"\u53c2\u8003\u955c\u50cf\u7684":114,"\u53c8":92,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":91,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":82,"\u53ca":98,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":95,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":94,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":92,"\u53cc\u5c42\u5e8f\u5217":91,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":91,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":92,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":91,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":94,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":91,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":91,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":92,"\u53cc\u5c42rnn":94,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":92,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":92,"\u53cc\u8fdb\u5355\u51fa":94,"\u53cc\u8fdb\u53cc\u51fa":94,"\u53cd\u5411\u4f20\u64ad":98,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":98,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":99,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":99,"\u53cd\u5411op\u7c7b":99,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":99,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":99,"\u53d1\u5e03\u5230dockerhub":72,"\u53d1\u5e03\u5230github":72,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":82,"\u53d1\u884c\u548c\u7ef4\u62a4":97,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":109,"\u53d6\u503c\u76f8\u540c\u7684layer":83,"\u53d6\u51b3\u4e8e":99,"\u53d8\u6362\u77e9\u9635":98,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":92,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":126,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":120,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":105,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":82,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":111,"\u53e6\u5916":[92,96],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":125,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":88,"\u53ea\u4f5c\u4e3aread":94,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":109,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":85,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":34,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":125,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":92,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":126,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":56,"\u53ea\u6709":92,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":124,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":87,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":109,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":94,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":83,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":111,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":83,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":55,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":92,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":82,"\u53ea\u8bfbmemory\u8f93\u5165":94,"\u53ea\u9488\u5bf9\u5185\u5b58":82,"\u53ea\u9700\u4e2d\u65ad":107,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":107,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":95,"\u53ea\u9700\u8981\u4e00\u884c\u4ee3\u7801\u5c31\u53ef\u4ee5\u8c03\u7528\u8fd9\u4e2apydataprovider2":2,"\u53ea\u9700\u8981\u5728\u51fd\u6570\u4e2d\u8c03\u7528\u591a\u6b21yield\u5373\u53ef":2,"\u53ea\u9700\u8981\u6062\u590d\u8fd9\u53f0\u8282\u70b9":34,"\u53ef\u4ee5":[86,92,97,101],"\u53ef\u4ee5\u4ece":86,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":88,"\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"\u53ef\u4ee5\u4f30\u8ba1\u51fa\u5982\u679c\u6a21\u578b\u91c7\u7528\u4e0d\u53d8\u7684\u8f93\u51fa\u6700\u5c0f\u7684cost0\u662f\u591a\u5c11":84,"\u53ef\u4ee5\u4f7f\u7528":[84,107],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":88,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":84,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":84,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":109,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":34,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":82,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":113,"\u53ef\u4ee5\u521b\u5efa\u975e":99,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":86,"\u53ef\u4ee5\u53c2\u8003":[86,92,95,96,97,112,114],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":80,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":124,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":89,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":100,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":105,"\u53ef\u4ee5\u5728":[85,107],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":55,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":114,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":97,"\u53ef\u4ee5\u5728kubernetes\u4e2d\u6309\u7167":112,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":107,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":100,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06\u78c1\u76d8\u4e0a\u67d0\u4e2a\u76ee\u5f55\u5171\u4eab\u7ed9\u7f51\u7edc\u4e2d\u5176\u4ed6\u673a\u5668\u8bbf\u95ee":112,"\u53ef\u4ee5\u5c06cmake":104,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":94,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":99,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":86,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":105,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":96,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":86,"\u53ef\u4ee5\u6267\u884c":[79,88],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":101,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":85,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":96,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":35,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":85,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":92,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":85,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":85,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[91,94],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":94,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":107,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":98,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":94,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":104,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":94,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":109,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":114,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":113,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":111,"\u53ef\u4ee5\u7528":[44,96],"\u53ef\u4ee5\u7528\u4e8e\u5c0f\u91cf\u6570\u636e\u7684\u9a8c\u8bc1":112,"\u53ef\u4ee5\u7528\u4e8e\u63a5\u6536\u548cpydataprovider2\u4e00\u6837\u7684\u8f93\u5165\u6570\u636e\u5e76\u8f6c\u6362\u6210\u9884\u6d4b\u63a5\u53e3\u6240\u9700\u7684\u6570\u636e\u7c7b\u578b":4,"\u53ef\u4ee5\u7528\u4ee5\u4e0b\u6307\u4ee4":35,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":97,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":105,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":91,"\u53ef\u4ee5\u770b\u51fa":107,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":104,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":105,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":72,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":82,"\u53ef\u4ee5\u8054\u7cfbop":80,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":80,"\u53ef\u4ee5\u88c5\u7684\u662f":96,"\u53ef\u4ee5\u8bbe\u7f6e":[104,118,119,120],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":83,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":100,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":89,"\u53ef\u4ee5\u8fd0\u884c":107,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":85,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":111,"\u53ef\u4ee5\u901a\u8fc7":[97,112],"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":95,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":86,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":34,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":126,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":104,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[79,88],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":119,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":119,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":111,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":126,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":114,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":82,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":84,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":105,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":96,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":99,"\u53ef\u8bbe\u7f6e":[118,119],"\u53ef\u8bbe\u7f6e\u4e3a":119,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":119,"\u53ef\u9009":[2,85,98,107],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":85,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":83,"\u53f3\u8fb9\u662f":125,"\u5403":92,"\u5403\u996d":92,"\u5404\u65b9\u9762":92,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":99,"\u5408":92,"\u5408\u7406":92,"\u540c\u65f6":[79,82,105],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":85,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":82,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":97,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":94,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":126,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":125,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":126,"\u540c\u65f6\u5176\u5185\u90e8\u5b9e\u73b0\u53ef\u4ee5\u907f\u514d\u7eafcpu\u7248\u672cpaddlepaddle\u5728\u6267\u884c\u672c\u8bed\u53e5\u65f6\u53d1\u751f\u5d29\u6e83":105,"\u540c\u65f6\u518d\u5c06":72,"\u540c\u65f6\u53ef\u4ee5\u4f7f\u7528\u6237\u53ea\u5173\u6ce8\u5982\u4f55\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u6bcf\u4e00\u6761\u6570\u636e":2,"\u540c\u65f6\u5728\u5185\u5b58\u91cc\u76f4\u63a5\u968f\u5373\u9009\u53d6\u6570\u636e\u6765\u505ashuffl":82,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":84,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":96,"\u540c\u65f6\u63d0\u8d77":72,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":111,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":82,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":82,"\u540c\u65f6\u9884\u6d4b\u7f51\u7edc\u901a\u5e38\u76f4\u63a5\u8f93\u51fa\u6700\u540e\u4e00\u5c42\u7684\u7ed3\u679c\u800c\u4e0d\u662f\u50cf\u8bad\u7ec3\u7f51\u7edc\u4e00\u6837\u518d\u63a5\u4e00\u5c42cost":4,"\u540c\u6837":89,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":109,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":94,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":99,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":109,"\u540c\u7406":99,"\u540d\u5b57\u4fee\u9970":55,"\u540d\u79f0":126,"\u540e":[84,85,97,114,118,119,120],"\u540e\u5411\u4f20\u64ad":98,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":98,"\u540e\u7f00\u4e3a":107,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":82,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":82,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":99,"\u540e\u8005\u7ee7\u627f\u81ea":99,"\u540e\u9988":107,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":108,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":72,"\u5417":96,"\u5426\u5219":[1,99,118,120],"\u5426\u5219\u4f1a\u628a":97,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":109,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":109,"\u5426\u5219\u4f7f\u7528gpu":111,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":95,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":55,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":107,"\u542b\u4e49":[104,125],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":98,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":98,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":98,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":107,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":114,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":109,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":109,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":107,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":109,"\u5440":92,"\u5468\u56f4":92,"\u547d\u4ee4\u4e3a":[79,113],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":113,"\u547d\u4ee4\u5220\u9664":[118,119,120],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":85,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":126,"\u547d\u4ee4\u65f6":118,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":96,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":96,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":96,"\u547d\u4ee4\u884c\u4e2d\u7684":104,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":126,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":85,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":107,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":96,"\u547d\u540d\u4e3a":97,"\u547d\u540d\u7a7a\u95f4":112,"\u547d\u540d\u7a7a\u95f4\u4e3b\u8981\u4e3a\u4e86\u5bf9\u8c61\u8fdb\u884c\u903b\u8f91\u4e0a\u7684\u5206\u7ec4\u4fbf\u4e8e\u7ba1\u7406":112,"\u547d\u540d\u89c4\u8303":99,"\u547d\u540d\u8bf7\u9075\u5b88":99,"\u548c":[35,55,56,72,82,83,84,85,92,95,96,97,98,99,100,101,104,105,107,111,112,118,120,124,126],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":92,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,89],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":99,"\u548c\u4e2d\u6587\u6587\u6863":101,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":82,"\u548c\u504f\u7f6e\u5411\u91cf":98,"\u548c\u5185\u5b58":96,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":91,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":104,"\u548c\u5bf9\u8c61\u5b58\u50a8api":112,"\u548c\u5dee\u8bc4":126,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":91,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":107,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":95,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":96,"\u548c\u68af\u5ea6\u622a\u65ad":126,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":92,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":94,"\u548cpool":91,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":107,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":125,"\u54c1\u8d28":92,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":92,"\u5546\u52a1":92,"\u554a":92,"\u5668":126,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,89],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":98,"\u56e0\u4e3a\u53c2\u6570":111,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":95,"\u56e0\u4e3a\u5b83\u6bd4":95,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":114,"\u56e0\u4e3a\u5bb9\u5668\u5185\u7684\u6587\u4ef6\u90fd\u662f\u6682\u65f6\u5b58\u5728\u7684":112,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":96,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":96,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":104,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":104,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":79,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":55,"\u56e0\u6b64":[1,2,92,94,98,118],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":92,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":124,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":100,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":100,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":92,"\u56e0\u6b64\u5f53":118,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":98,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":108,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":125,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":79,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":125,"\u56fe\u50cf\u5206\u7c7b":72,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":125,"\u56fe\u8868":86,"\u5728":[2,56,72,91,92,95,96,97,99,104,107,119,125,126],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":34,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":113,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":98,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":107,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":104,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":109,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":35,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":92,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":99,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":113,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":126,"\u5728\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf":112,"\u5728\u4e4b\u540e\u7684":82,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":86,"\u5728\u4efb\u610f\u65f6\u95f4\u67d0\u4e00\u53f0\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u4fdd\u5b58\u7684\u53c2\u6570\u53ef\u80fd\u6bd4\u53e6\u4e00\u53f0\u8981\u66f4\u65b0":107,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":107,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":107,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":107,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":89,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":72,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":98,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":100,"\u5728\u51c6\u5907\u53d1\u8d77":97,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":114,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":109,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":109,"\u5728\u521b\u5efaparameters\u540e":84,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":92,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":109,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":109,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":92,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":82,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":92,"\u5728\u540c\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4\u4e2d":112,"\u5728\u542f\u52a8job\u4e4b\u524d":114,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":104,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":97,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":109,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":107,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":89,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":89,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":56,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":83,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":86,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":114,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":114,"\u5728\u5c42\u4e2d\u6307\u5b9a":111,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":94,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":107,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":56,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":98,"\u5728\u5f97\u5230":114,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":34,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":34,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":95,"\u5728\u6267\u884c\u65f6":100,"\u5728\u63d0\u4ea4":97,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":89,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":126,"\u5728\u672c\u4f8b\u4e2d":[92,97,111],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":95,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":92,"\u5728\u672c\u8282\u4e2d":95,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":109,"\u5728\u6837\u4f8b\u4e2d":56,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":126,"\u5728\u6b64":[108,111],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":126,"\u5728\u6b64\u611f\u8c22":124,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":95,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":92,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":95,"\u5728\u6bcf\u4e2apod\u4e0a\u90fd\u901a\u8fc7volume\u65b9\u5f0f\u6302\u8f7d\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u7684\u4e00\u4e2a\u76ee\u5f55\u7528\u4e8e\u4fdd\u5b58\u8bad\u7ec3\u6570\u636e\u548c\u8f93\u51fa\u7ed3\u679c":114,"\u5728\u6d4b\u8bd5\u9636\u6bb5":109,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":125,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":97,"\u5728\u7269\u7406\u673a\u4e0a\u624b\u52a8\u90e8\u7f72":112,"\u5728\u751f\u6210\u65f6":95,"\u5728\u7528\u6237\u4f7f\u7528c":56,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":84,"\u5728\u76f8\u5e94layer\u7684":83,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":107,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":89,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[118,120],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":98,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":91,"\u5728\u8bad\u7ec3\u4e2d":95,"\u5728\u8bad\u7ec3\u4e4b\u524d":114,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":124,"\u5728\u8bad\u7ec3\u65f6":113,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":114,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":109,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[118,119,120],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":72,"\u5728\u8be5\u793a\u4f8b\u4e2d":84,"\u5728\u8be5\u914d\u7f6e\u76847":92,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":126,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":105,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":94,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":104,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":100,"\u5728\u8fd9\u4e2a":72,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[98,113],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":92,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":105,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":95,"\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,"\u5728\u8fd9\u4e9blayer\u4e2d":92,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":100,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":100,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[95,98],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":94,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":113,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":114,"\u5728\u8fd9\u91cc":94,"\u5728\u8fd9\u91cc\u6211\u4eec\u4f7f\u7528\u5168\u8fde\u63a5\u5c42\u4f5c\u4e3a\u4f8b\u5b50\u6765\u5c55\u793a\u5b9e\u73b0\u65b0\u7f51\u7edc\u5c42\u6240\u9700\u8981\u7684\u56db\u4e2a\u6b65\u9aa4":98,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":100,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":100,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":107,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":89,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":125,"\u5728\u91c7\u7528sgd":84,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":111,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":82,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":118,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":118,"\u5728aws\u4e0a\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":112,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":79,"\u5728c":55,"\u5728c\u7684\u5934\u6587\u4ef6":55,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[118,119],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":85,"\u5728eigen\u4e2d":100,"\u5728generator\u7684\u4e0a\u4e0b\u6587\u4e2d\u5c3d\u91cf\u7559\u4e0b\u975e\u5e38\u5c11\u7684\u53d8\u91cf\u5f15\u7528":2,"\u5728ios\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":119,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":119,"\u5728kubernetes\u4e2d\u521b\u5efa\u7684\u6240\u6709\u8d44\u6e90\u5bf9\u8c61":112,"\u5728main":104,"\u5728paddl":114,"\u5728paddle\u4e2d":111,"\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,"\u5728paddlepaddle\u4e2d":[89,94],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":83,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":83,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":92,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":99,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":94,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":94,"\u5728trainer":111,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":107,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":92,"\u5730\u7406\u4f4d\u7f6e":92,"\u5730\u94c1\u7ad9":92,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":56,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":125,"\u5747\u5300\u5206\u5e03":84,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":109,"\u5747\u662f\u5728":56,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":92,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":92,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":94,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":44,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,126],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":90,"\u57fa\u672c\u76f8\u540c":124,"\u57fa\u7c7b":99,"\u586b\u5199":97,"\u589e\u52a0":99,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":113,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":99,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":111,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":98,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":105,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":126,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":94,"\u5907\u6ce8":105,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":105,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":92,"\u5916\u5c42outer_step\u4e2d":92,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":82,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":82,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":126,"\u591a\u4e2aip\u4f7f\u7528":107,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":94,"\u591a\u673a\u8bad\u7ec3":82,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":94,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":98,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":98,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":98,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":55,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":96,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":86,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":82,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":96,"\u5927\u90e8\u5206":104,"\u5929":92,"\u5929\u4e00\u5e7f\u573a":92,"\u5929\u4e00\u9601":92,"\u5934\u4fe1\u606f\u4e2d":84,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":98,"\u5934\u6587\u4ef6\u5982\u4e0b":98,"\u597d":92,"\u597d\u5403":92,"\u597d\u8bc4":126,"\u5982":[2,95,97,99,111],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":100,"\u5982\u4e0b":[2,107],"\u5982\u4e0b\u56fe\u6240\u793a":[92,105],"\u5982\u4e0b\u6240\u793a":[111,125],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":126,"\u5982\u4f55\u5b58\u50a8\u7b49\u7b49":2,"\u5982\u4f55\u89e3\u6790\u8be5\u5730\u5740\u4e5f\u662f\u7528\u6237\u81ea\u5b9a\u4e49dataprovider\u65f6\u9700\u8981\u8003\u8651\u7684\u5730\u65b9":1,"\u5982\u4f55\u8d21\u732e":102,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":102,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":126,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":99,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":98,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":125,"\u5982\u679c\u4e0d\u4e3a0":109,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":107,"\u5982\u679c\u4e0d\u4f7f\u7528docker":85,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":85,"\u5982\u679c\u4e0d\u5207\u8bcd":126,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":101,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":104,"\u5982\u679c\u4e0d\u6536\u655b":84,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":109,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":85,"\u5982\u679c\u4e3afals":109,"\u5982\u679c\u4e3atrue":[2,109],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":85,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":97,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":88,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":109,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":95,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":111,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":109,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":119,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[118,120],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":95,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":98,"\u5982\u679c\u4f7f\u7528":124,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":85,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":85,"\u5982\u679c\u4f7f\u7528ssl\u8ba4\u8bc1":112,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":55,"\u5982\u679c\u5173\u95edmkl":85,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":79,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":82,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":124,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":80,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":107,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":88,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":109,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":109,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":109,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":84,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":99,"\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\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":82,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":114,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":107,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":80,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":86,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":86,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":85,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":96,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":86,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":105,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":85,"\u5982\u679c\u60f3\u4e3a\u4e00\u4e2a\u6570\u636e\u6587\u4ef6\u8fd4\u56de\u591a\u6761\u6837\u672c":2,"\u5982\u679c\u60f3\u4f7f\u7528\u53ef\u89c6\u5316\u7684\u5206\u6790\u5668":105,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":105,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":100,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":92,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":105,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":96,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":105,"\u5982\u679c\u6267\u884c\u5931\u8d25":112,"\u5982\u679c\u6267\u884c\u6210\u529f":125,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":82,"\u5982\u679c\u63d0\u793a\u6b63\u786e":101,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":80,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u4f7f\u7528\u975essl\u65b9\u5f0f\u8bbf\u95ee":112,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":94,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":94,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":97,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":72,"\u5982\u679c\u672a\u8bbe\u7f6e":109,"\u5982\u679c\u672a\u8bbe\u7f6egpu":111,"\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\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":105,"\u5982\u679c\u68c0\u67e5\u5230\u5206\u914d\u5728\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u53c2\u6570\u7684\u5206\u5e03\u4e0d\u5747\u5300\u6b21\u6570\u5927\u4e8echeck":109,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":86,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":94,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":97,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":109,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":96,"\u5982\u679c\u7528\u6237\u4e0d\u663e\u793a\u6307\u5b9a\u8fd4\u56de\u6570\u636e\u7684\u5bf9\u5e94\u5173\u7cfb":2,"\u5982\u679c\u7528\u6237\u4e0d\u9700\u8981\u8bbf\u95eelstm\u7684\u4e2d\u95f4\u53d8\u91cf":83,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":124,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":84,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":55,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":96,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":105,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":107,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":79,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[79,88],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[79,88],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":96,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":98,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":95,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":72,"\u5982\u679c\u8981\u542f\u7528gpu":107,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":97,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":97,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":84,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":84,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":109,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":97,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":55,"\u5982\u679c\u8f93\u51fa\u662fno":86,"\u5982\u679c\u8fd0\u884c":79,"\u5982\u679c\u8fd0\u884c\u6210\u529f":125,"\u5982\u679c\u8fd8\u4e0d\u884c":79,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[88,90],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":98,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":98,"\u5982\u679c\u9700\u8981\u83b7\u53d6":88,"\u5982\u679ccuda":99,"\u5982\u679clearning_rate\u592a\u5927":84,"\u5982\u679clearning_rate\u592a\u5c0f":84,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":99,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":99,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":79,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":119,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":97,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":82,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":97,"\u5982\u9ad8\u4eae\u90e8\u5206":105,"\u5982train":107,"\u5b50":92,"\u5b50\u53e5":94,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":94,"\u5b50\u76ee\u5f55":96,"\u5b57\u5178\u5171\u5305\u542b":124,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":124,"\u5b57\u6bb5\u4e2d":114,"\u5b57\u6bb5\u4e3a\u4f8b":82,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":114,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":114,"\u5b57\u6bb5\u8bbe\u4e3a":72,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u50a8\u5377":112,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":96,"\u5b66\u4e60\u6210\u672c\u9ad8":55,"\u5b66\u4e60\u7387\u4e3a":84,"\u5b81\u6ce2":92,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":35,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":125,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":98,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":98,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53eb\u505a":95,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":107,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":97,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":105,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":98,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":95,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":95,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":107,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":125,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":83,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":90,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":98,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":92,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":92,"\u5b83\u6709\u52a9\u4e8e\u5e2e\u52a9\u9891\u7e41\u4fee\u6539\u548c\u8bbf\u95ee\u5de5\u4f5c\u533a\u6587\u4ef6\u7684\u7528\u6237\u51cf\u5c11\u8d1f\u62c5":107,"\u5b83\u7684":95,"\u5b83\u7684\u529f\u80fd\u662f":99,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":91,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":98,"\u5b83\u8868\u793a":96,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":98,"\u5b89\u6392":92,"\u5b89\u88c5":104,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":90,"\u5b89\u88c5\u540e":86,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":56,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":101,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":101,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[107,119],"\u5b89\u88c5\u5b8c\u6bd5\u540e":104,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":96,"\u5b89\u88c5\u6587\u6863":89,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":107,"\u5b89\u88c5\u6d41\u7a0b":126,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":126,"\u5b89\u9759":92,"\u5b8c\u6210":97,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":44,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":94,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":114,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":86,"\u5b8c\u6210\u5b89\u88c5":88,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":91,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":89,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":82,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":84,"\u5b8c\u6574\u7684\u4ee3\u7801\u89c1":4,"\u5b8c\u6574\u7684\u53c2\u6570\u77e9\u9635\u88ab\u5206\u5e03\u5728\u4e0d\u540c\u7684\u53c2\u6570\u670d\u52a1\u5668\u4e0a":98,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":95,"\u5b98\u65b9\u6587\u6863":85,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":94,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":94,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":83,"\u5b9a\u4e49\u4f4d\u7f6e":99,"\u5b9a\u4e49\u5728\u5916\u5c42":94,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":109,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":95,"\u5b9a\u4e49\u7c7b\u578b":99,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":95,"\u5b9a\u4e49\u8f93\u5165":99,"\u5b9a\u4e49\u8f93\u51fa":99,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":95,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":95,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":89,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":92,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":98,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":95,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":98,"\u5b9e\u73b0\u5728":99,"\u5b9e\u73b0\u5bf9":100,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":99,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":98,"\u5b9e\u73b0\u7684":83,"\u5b9e\u73b0\u7b80\u5355":55,"\u5b9e\u73b0\u7ec6\u8282":98,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":98,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":98,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":94,"\u5b9e\u73b0\u8be5\u5c42\u7684c":98,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":83,"\u5b9e\u9645\u4e0a\u53ea\u6709":125,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":82,"\u5ba2\u6237":92,"\u5bb6":92,"\u5bb9\u5668":112,"\u5bb9\u5668\u4e0d\u4f1a\u4fdd\u7559\u5728\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e":112,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":114,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":118,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":82,"\u5bbf\u4e3b\u673a\u7684c":[118,119,120],"\u5bbf\u4e3b\u673a\u76ee\u5f55":112,"\u5bc4\u5b58\u5668\u4f7f\u7528\u60c5\u51b5\u548c\u5171\u4eab\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u80fd\u8ba9\u6211\u4eec\u5bf9gpu\u7684\u6574\u4f53\u4f7f\u7528\u6709\u66f4\u597d\u7684\u7406\u89e3":105,"\u5bf9":92,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,89],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,89],"\u5bf9\u4e8e":95,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":107,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":107,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":55,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":92,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":96,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":92,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":92,"\u5bf9\u4e8e\u53cc\u5c42rnn":92,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":55,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":92,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":86,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":55,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":104,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":98,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":107,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":92,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":92,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":56,"\u5bf9\u4e8e\u6bcf\u79cdc":56,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":126,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":95,"\u5bf9\u4e8eamazon":126,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":98,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":84,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":97,"\u5bf9\u5e94":119,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":94,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":94,"\u5bf9\u5e94\u4e8e\u5b57\u5178":124,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":99,"\u5bf9\u6574\u4e2a\u65b0\u5411\u91cf\u96c6\u5408\u7684\u6bcf\u4e00\u4e2a\u7ef4\u5ea6\u53d6\u6700\u5927\u503c\u6765\u8868\u793a\u6700\u540e\u7684\u53e5\u5b50":126,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":98,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":98,"\u5bf9\u6bd4":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":99,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":98,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":97,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":97,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":126,"\u5bf9\u8c61":84,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":56,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":94,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":72,"\u5bf9\u9762":92,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,89],"\u5bfb\u627epython\u4e0ec":104,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":56,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":82,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":82,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":82,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":79,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":84,"\u5c01\u88c5\u4e86":105,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":98,"\u5c06":[2,72,84,105,126],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":34,"\u5c06\u4e0a\u4e00\u65f6\u95f4\u6b65\u6240\u751f\u6210\u7684\u8bcd\u7684\u5411\u91cf\u6765\u4f5c\u4e3a\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u5165":95,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":107,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":118,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":118,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":109,"\u5c06\u5176\u8bbe\u7f6e\u6210":82,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":92,"\u5c06\u542b\u6709\u5b50\u53e5":94,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u5c06\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u5728kubernetes\u4e2d\u63cf\u8ff0\u6210\u4e3a\u7edf\u4e00\u7684\u8d44\u6e90\u5f62\u5f0f":112,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":92,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":109,"\u5c06\u5927\u91cf\u7684":55,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":84,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":95,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":104,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":104,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":107,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":124,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":72,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":98,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":84,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":97,"\u5c06\u6837\u672c\u7684\u5730\u5740\u653e\u5165\u53e6\u4e00\u4e2a\u6587\u672c\u6587\u4ef6":2,"\u5c06\u6b64\u76ee\u5f55\u6302\u8f7d\u4e3a\u5bb9\u5668\u7684":114,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":114,"\u5c06\u7528\u4e8epython":99,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":114,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":124,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":114,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":126,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":107,"\u5c06\u8fd9\u79cd\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u8fde\u63a5\u7528\u4e00\u4e2a\u7279\u6b8a\u7684\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5b9e\u73b0":92,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":97,"\u5c06\u900f\u660e":107,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":82,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":86,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":114,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":72,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":107,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":84,"\u5c06recurr":83,"\u5c1a\u53ef":92,"\u5c31":92,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":85,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":104,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":86,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6587\u4ef6\u6301\u4e45\u5316\u5b58\u50a8":112,"\u5c31\u53ef\u4ee5\u6309":96,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":82,"\u5c31\u662f":92,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":105,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":126,"\u5c31\u8fd9\u4e48\u7b80\u5355":86,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":105,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":55,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":86,"\u5c3a\u5bf8":125,"\u5c3d\u65e9\u62a5\u9519":99,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":98,"\u5c42\u6743\u91cd":125,"\u5c42\u6b21\u5316\u7684rnn":94,"\u5c42\u7279\u5f81":125,"\u5c42\u7684\u540d\u79f0\u4e0e":95,"\u5c42\u7684\u5927\u5c0f":98,"\u5c42\u7684\u7279\u5f81":125,"\u5c42\u7684\u7c7b\u578b":98,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":95,"\u5c45\u7136":92,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":126,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":104,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":83,"\u5c5e\u6027":99,"\u5de5\u4f5c\u6a21\u5f0f":109,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":107,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":107,"\u5de5\u5177\u5408\u5e76fat\u5e93":119,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":101,"\u5de5\u5177\u6765\u7ba1\u7406":97,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":101,"\u5de5\u5177\u94fe":118,"\u5de5\u5177\u94fe\u7684android":118,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":104,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":125,"\u5de6\u8fb9\u662f":125,"\u5dee\u8bc4":126,"\u5df2\u6253\u5f00":97,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":109,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":105,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":99,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":94,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":94,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":91,"\u5e38\u5e38\u51fa\u73b0":79,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":126,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[118,119],"\u5e38\u89c1\u7684\u5305\u62ec":104,"\u5e38\u89c1\u7684\u53ef\u9009\u5b58\u50a8\u670d\u52a1\u5305\u62ec":112,"\u5e72\u51c0":92,"\u5e73\u53f0\u4e3a\u60f3\u89c2\u6d4b\u8bcd\u5411\u91cf\u7684\u7528\u6237\u63d0\u4f9b\u4e86\u5c06\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u8f6c\u6362\u4e3a\u6587\u672c\u6a21\u578b\u7684\u529f\u80fd":124,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":98,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":92,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":114,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":92,"\u5e76\u4e0d\u96be":96,"\u5e76\u4e14":[2,95],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":86,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":100,"\u5e76\u4e14\u4f1a\u6839\u636e":118,"\u5e76\u4e14\u4f7f\u7528":56,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":92,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":111,"\u5e76\u4e14\u5305\u62ecunit":97,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":125,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":82,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":114,"\u5e76\u4e14\u5728\u5185\u5b58\u8db3\u591f\u7684\u60c5\u51b5\u4e0b\u8d8a\u5927\u8d8a\u597d":2,"\u5e76\u4e14\u5728\u5e38\u89c1\u7684\u5e73\u53f0\u4e0a":55,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":126,"\u5e76\u4e14\u5728dataprovider\u4e2d\u5b9e\u73b0\u5982\u4f55\u8bbf\u95ee\u8bad\u7ec3\u6587\u4ef6\u5217\u8868":1,"\u5e76\u4e14\u5b83\u4eec\u7684\u987a\u5e8f\u4e0e":125,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":89,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":119,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":96,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":44,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":44,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":79,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":99,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":97,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":55,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":99,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":97,"\u5e76\u4e14\u8fd0\u884c":96,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":98,"\u5e76\u4e14cpu":99,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":84,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":107,"\u5e76\u4f7f\u7528\u4e86dropout":126,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":107,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":97,"\u5e76\u521b\u5efaoptim":89,"\u5e76\u521d\u59cb\u5316":99,"\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\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":88,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":107,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":98,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":95,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":98,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":83,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":35,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":99,"\u5e76\u5b89\u88c5\u4e86python":79,"\u5e76\u5b89\u88c5\u6700\u65b0":88,"\u5e76\u5b89\u88c5\u6709python2":90,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":107,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":79,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":98,"\u5e76\u5c06":72,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":95,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":83,"\u5e76\u5c06c":56,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":86,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":80,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":107,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":88,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":99,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":99,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":90,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":124,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":88,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[118,120],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":107,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":107,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":105,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":99,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":97,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":89,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":72,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":126,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":72,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":99,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":104,"\u5e8a\u4e0a\u7528\u54c1":92,"\u5e8a\u57ab":92,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":91,"\u5e8f\u5217\u6570\u636e\u662f\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u9762\u5bf9\u7684\u4e00\u79cd\u4e3b\u8981\u8f93\u5165\u6570\u636e\u7c7b\u578b":94,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":91,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":94,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":94,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":91,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":82,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":95,"\u5e94\u7528\u6a21\u578b":126,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":97,"\u5e94\u8be5":92,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":95,"\u5e94\u8be5\u8bf4\u8c22\u8c22":97,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":96,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":84,"\u5e95\u5c42\u8fdb\u7a0b":107,"\u5efa\u7acb\u4e00\u4e2a":97,"\u5efa\u8bae":[72,87,97],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":109,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":56,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":97,"\u5f00\u53d1\u5206\u652f":88,"\u5f00\u53d1\u8005\u4f7f\u7528":96,"\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\u53d1\u955c\u50cf":97,"\u5f00\u542f":85,"\u5f00\u5934\u7684\u90e8\u5206":107,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":107,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":95,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":107,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":126,"\u5f00\u59cb\u9636\u6bb5":105,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":108,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":95,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":94,"\u5f3a\u70c8\u63a8\u8350":92,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":95,"\u5f53":111,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":98,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":84,"\u5f53\u51fd\u6570\u8fd4\u56de\u7684\u65f6\u5019":2,"\u5f53\u524d\u65f6\u95f4\u6b65\u5904\u7684memory\u7684\u8f93\u51fa\u4f5c\u4e3a\u4e0b\u4e00\u65f6\u95f4\u6b65memory\u7684\u8f93\u5165":95,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":84,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":98,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":92,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":107,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":107,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":107,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":126,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":126,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":72,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":109,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":109,"\u5f53\u5bb9\u5668\u56e0\u4e3a\u5404\u79cd\u539f\u56e0\u88ab\u9500\u6bc1\u65f6":112,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":84,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":84,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":104,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":114,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":109,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":126,"\u5f53\u6a21\u5f0f\u4e3a":109,"\u5f53\u7136":[86,105],"\u5f53\u7136\u53ef\u4ee5":96,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":56,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":83,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":98,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":95,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":109,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":111,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":100,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":82,"\u5f62\u6210recurr":94,"\u5f62\u6210recurrent\u8fde\u63a5":94,"\u5f62\u72b6":125,"\u5f88":[92,126],"\u5f88\u591a":[92,96],"\u5f88\u5b89\u9759":92,"\u5f88\u5e72\u51c0":92,"\u5f88\u65b9\u4fbf":92,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":105,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":80,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":55,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":92,"\u5f97\u4f7f\u7528":55,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":126,"\u5f97\u5230\u8f93\u51fa\u503c":99,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":94,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":95,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":95,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":95,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":95,"\u5faa\u73af\u7f51\u7edc\u4ece":95,"\u5fc5\u8981":56,"\u5fc5\u9009":107,"\u5fc5\u987b":98,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":92,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":94,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":91,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":95,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[118,119],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":119,"\u5fc5\u987b\u914d\u7f6e\u4e3a":120,"\u5feb":92,"\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u7684kubernetes\u670d\u52a1\u5668":112,"\u5feb\u901f\u90e8\u7f72\u96c6\u7fa4":112,"\u6027\u4ef7\u6bd4":92,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":104,"\u6027\u80fd\u5206\u6790":105,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":105,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":105,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":96,"\u6027\u80fd\u8c03\u4f18":108,"\u6027\u80fdtip":[118,119],"\u603b\u4f53\u6765\u8bf4":92,"\u603b\u7aef\u53e3\u4e2a\u6570":107,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":124,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":86,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":105,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":88,"\u60a8\u53ef\u4ee5\u4efb\u610f\u4f7f\u7528\u4e00\u4e2a\u6216\u4e24\u4e2a\u6765\u5bf9\u611f\u5174\u8da3\u7684\u4ee3\u7801\u6bb5\u505a\u6027\u80fd\u5206\u6790":105,"\u60a8\u53ef\u4ee5\u5728":86,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":86,"\u60a8\u53ef\u4ee5\u5bfc\u5165":105,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":107,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":105,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":107,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":95,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":105,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":105,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":105,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":105,"\u60c5\u611f\u5206\u6790":72,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":101,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":95,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":109,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":109,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":109,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":109,"\u611f\u89c9":92,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":114,"\u6210\u5458":99,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":107,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":98,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":105,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":89,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":98,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":113,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":114,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":126,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u5bf9\u6bcf\u4e2a\u8bad\u7ec3\u4efb\u52a1\u90fd\u4f1a\u5728\u6bcf\u4e2a\u8282\u70b9\u4e0a\u521b\u5efa\u4e00\u4e2a\u5de5\u4f5c\u7a7a\u95f4":107,"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":98,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":98,"\u6211\u4eec\u4f7f\u7528":98,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":89,"\u6211\u4eec\u4f7f\u7528\u4e86":92,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u6211\u4eec\u4f7f\u7528paddl":107,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":125,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":111,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":100,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":89,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":113,"\u6211\u4eec\u53ea\u9700\u8981":96,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":92,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":126,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":97,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":96,"\u6211\u4eec\u53ef\u4ee5":96,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":104,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":89,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":95,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":89,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":100,"\u6211\u4eec\u53ef\u4ee5\u5728":97,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":104,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":89,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":89,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":91,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":104,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":94,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":104,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":114,"\u6211\u4eec\u5728":100,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":95,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":126,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":95,"\u6211\u4eec\u5c06":114,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":92,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":113,"\u6211\u4eec\u5c06\u4ee5":126,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":126,"\u6211\u4eec\u5c06\u4f7f\u7528":95,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":95,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":92,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":126,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":108,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":126,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":126,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":126,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":97,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":95,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":98,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":98,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":83,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":126,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":118,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[86,107],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":85,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":85,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":125,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":86,"\u6211\u4eec\u63d0\u4f9b\u4e86c":125,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":86,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":44,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":92,"\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\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":95,"\u6211\u4eec\u7684":96,"\u6211\u4eec\u7684\u5b57\u5178\u4f7f\u7528\u5185\u90e8\u7684\u5206\u8bcd\u5de5\u5177\u5bf9\u767e\u5ea6\u77e5\u9053\u548c\u767e\u5ea6\u767e\u79d1\u7684\u8bed\u6599\u8fdb\u884c\u5206\u8bcd\u540e\u4ea7\u751f":124,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":97,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":92,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":92,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":97,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":91,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":100,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":95,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":92,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":99,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":92,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":114,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":126,"\u6211\u4eec\u9700\u8981":96,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":100,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddle\u955c\u50cf":113,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":107,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":100,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":98,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":124,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":89,"\u6211\u5220\u9664\u4e86":97,"\u6211\u53ef\u4ee5\u7528":96,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":96,"\u6216":[2,105],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u6216\u4e00\u4e2a\u5411\u91cf":94,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u6216\u6700\u5927\u503c":91,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":91,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":91,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":107,"\u6216\u8005":[55,56,82,91,92,96,97,99,104,105],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[91,94],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":105,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":86,"\u6216\u8005\u53cd\u5411\u5730\u4ece":95,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":107,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":109,"\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\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":108,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":92,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":91,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":105,"\u6216\u8005\u66f4\u65e9":84,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":92,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":35,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":35,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":125,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":82,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[118,120],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":82,"\u6216\u8005\u8fd0\u884c":79,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":111,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216gpu":109,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":82,"\u623f":92,"\u623f\u95f4":92,"\u6240\u4ee5":[2,82,86,104],"\u6240\u4ee5\u4e00\u822c\u9700\u8981\u5bf9\u8bad\u7ec3\u7528\u7684\u6a21\u578b\u914d\u7f6e\u6587\u4ef6\u7a0d\u4f5c\u76f8\u5e94\u4fee\u6539\u624d\u80fd\u5728\u9884\u6d4b\u65f6\u4f7f\u7528":4,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":83,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":82,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":113,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":92,"\u6240\u4ee5\u5b83\u4eec\u4f7f\u7528\u540c\u4e00\u4e2aip\u5730\u5740":112,"\u6240\u4ee5\u5bf9":92,"\u6240\u4ee5\u5f00\u53d1\u8005\u9700\u8981\u6839\u636e\u81ea\u5df1\u8bad\u7ec3\u4efb\u52a1\u7684\u5b9e\u9645\u573a\u666f\u5b8c\u6210\u8bad\u7ec3\u6570\u636e\u7684\u5206\u5272\u548c":107,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":105,"\u6240\u4ee5\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u5230docker":113,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":114,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":88,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":92,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":88,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":83,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":98,"\u6240\u4f7f\u7528":119,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":118,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":92,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":56,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":109,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":107,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":118,"\u6240\u6709\u7684":[97,98],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":98,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":56,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":92,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":98,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":98,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":56,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":98,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":95,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":126,"\u6240\u6784\u5efa\u7f51\u7edc\u7ed3\u6784\u7684\u7684\u6df1\u5ea6\u6bd4\u4e4b\u524d\u4f7f\u7528\u7684\u7f51\u7edc\u6709\u5927\u5e45\u5ea6\u7684\u63d0\u9ad8":125,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":118,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":120,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":88,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":92,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":105,"\u6253\u5f00":105,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":101,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":56,"\u6267\u884c":[90,107],"\u6267\u884c\u4e0a\u8ff0":118,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":85,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":107,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":88,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":107,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":90,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":99,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":85,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":86,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[118,119,120],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":107,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":95,"\u6267\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u5e76\u7b49\u5f85\u548c\u8ba1\u7b97\u8282\u70b9\u7684\u6570\u636e\u4ea4\u4e92":107,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[118,119,120],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":105,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":125,"\u6269\u5c55\u673a\u5236\u7b49\u529f\u80fd":112,"\u627e\u5230":[85,95,107],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":80,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":105,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":105,"\u628a":[35,98],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":100,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":96,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":113,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":96,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":95,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":95,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":124,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":124,"\u62c6\u89e3":94,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":92,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":107,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":107,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":114,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":107,"\u62fc\u63a5":82,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":126,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":86,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":107,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":104,"\u6307\u5411\u4e00\u4e2alayer":94,"\u6307\u5b9a":[82,83,94,95],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":109,"\u6307\u5b9a\u4f7f\u75282":82,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":126,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":99,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":109,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":104,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":99,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":86,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":125,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":125,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":85,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":125,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":125,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":99,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":126,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":101,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":126,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":94,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":82,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":126,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":86,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":109,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":92,"\u6307\u5f00\u542fhttp\u670d\u52a1":104,"\u6307\u6d88\u9664\u74f6\u9888":104,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":109,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":109,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":109,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":109,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":109,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":109,"\u6307\u793a\u662f\u5426\u68c0\u67e5\u6240\u6709\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u7684\u5206\u5e03\u662f\u5747\u5300\u7684":109,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":109,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":114,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":96,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":83,"\u6309\u94ae":97,"\u633a":92,"\u633a\u597d":92,"\u6355\u83b7":126,"\u6362":92,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":91,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":89,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":89,"\u63a5\u4e0b\u6765":[99,126],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":105,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":105,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":97,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":97,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":126,"\u63a5\u4e0b\u6765\u7b49\u5f85":97,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":99,"\u63a5\u53e3":[55,56,99,100],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":100,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":56,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":125,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":100,"\u63a5\u53e3\u6709\u4e00\u4e2a":82,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":126,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":125,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":125,"\u63a5\u53e3\u7684":82,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":109,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":98,"\u63a8\u8350":92,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":85,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":85,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":97,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":96,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":126,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":99,"\u63cf\u8ff0\u95ee\u9898":97,"\u63cf\u8ff0kubernetes\u4e0a\u8fd0\u884c\u7684\u4f5c\u4e1a":112,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":101,"\u63d0\u4ea4pull":97,"\u63d0\u4f9b":107,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":114,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":107,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":104,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":107,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":107,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":44,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":91,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":44,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":35,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":107,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":124,"\u63d0\u793a":79,"\u641c\u7d22\u4ee3\u7801\u5e93":101,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":89,"\u64cd\u4f5c":92,"\u64cd\u4f5c\u7cfb\u7edf":[88,96],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":120,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[93,94],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":44,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":107,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":118,"\u652f\u6301\u7684\u6700\u5c0fandroid":118,"\u652f\u6301\u7f16\u8bd1\u5668":118,"\u652f\u6301rbd":112,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":114,"\u653e\u5fc3":92,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":92,"\u6548\u679c\u5982\u4e0b":104,"\u6548\u679c\u603b\u7ed3":126,"\u6559\u7a0b":86,"\u6570":94,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":94,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":84,"\u6570\u636e\u5206\u7247":107,"\u6570\u636e\u5217\u8868":125,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":124,"\u6570\u636e\u63d0\u4f9b\u5668":108,"\u6570\u636e\u7c7b\u578b":4,"\u6570\u636e\u7f13\u5b58\u7684\u7b56\u7565":2,"\u6570\u636e\u8bbf\u95ee":0,"\u6570\u636e\u8bfb\u53d6\u5747\u4ea4\u7531\u5176\u4ed6\u8bed\u8a00\u5b8c\u6210":55,"\u6570\u636e\u8f93\u5165":94,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\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,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":126,"\u6570\u76ee":111,"\u6574\u4f53":92,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":92,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":114,"\u6574\u6570":98,"\u6574\u6570\u6807\u7b7e":[2,89],"\u6574\u6d01":92,"\u6587\u4ef6":[55,96,97,99,113],"\u6587\u4ef6\u4e2d":[99,114,125],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":125,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":125,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":99,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":99,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":99,"\u6587\u4ef6\u4e2d\u7684":125,"\u6587\u4ef6\u4e3a":82,"\u6587\u4ef6\u4e4b\u5916":97,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":125,"\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":104,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":107,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":99,"\u6587\u4ef6\u59390":114,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":101,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":44,"\u6587\u4ef6\u7684\u6539\u53d8":97,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":126,"\u6587\u4ef6model":111,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":86,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":126,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":126,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":126,"\u6587\u6863":79,"\u6587\u68631":100,"\u6587\u68632":100,"\u6587\u6863\u8f83\u5c11":100,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":101,"\u6587\u7ae0":114,"\u65b0":92,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":98,"\u65b0\u624b\u5165\u95e8":117,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":72,"\u65b9\u4fbf":92,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":87,"\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,"\u65b9\u5f0f1":82,"\u65b9\u5f0f2":82,"\u65b9\u6cd5\u4e00":111,"\u65b9\u6cd5\u4e09":111,"\u65b9\u6cd5\u4e8c":111,"\u65c1\u8fb9":92,"\u65e0":92,"\u65e0\u5ef6\u8fdf":109,"\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,"\u65e0\u9ed8\u8ba4\u503c":[118,120],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":80,"\u65e9\u9910":92,"\u65f6":[34,82,84,91,95,98,109,114,118],"\u65f6\u5019":92,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":126,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":119,"\u65f6\u88ab\u8bad\u7ec3\u7684":98,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":111,"\u65f6\u95f4":92,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":92,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":84,"\u6620\u5c04\u4e3a":96,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":98,"\u662f":[44,79,88,92],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":98,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":105,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":105,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":91,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":55,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":105,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":111,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":56,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":98,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":104,"\u662f\u4e00\u4e2aunbound":94,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,89],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":94,"\u662f\u4e00\u7ec4":112,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":113,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":55,"\u662f\u4e0d\u662f\u5f88\u7b80\u5355\u5462":2,"\u662f\u4e0d\u662f\u8981\u5bf9\u6570\u636e\u505ashuffl":2,"\u662f\u4ec0\u4e48\u4e5f\u6ca1\u5173\u7cfb":2,"\u662f\u4f7f\u5f97\u8981\u5171\u4eab\u7684\u53c2\u6570\u4f7f\u7528\u540c\u6837\u7684":84,"\u662f\u504f\u5dee":95,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":56,"\u662f\u5411\u91cf":98,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":85,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":94,"\u662f\u5426\u4f7f\u7528":119,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":85,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":109,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":98,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":118,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[118,119],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":85,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[118,120],"\u662f\u5426\u4f7f\u80fd":119,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":85,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":99,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":107,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":109,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":85,"\u662f\u5426\u5fc5\u9009":107,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":109,"\u662f\u5426\u652f\u6301gpu":85,"\u662f\u5426\u663e\u793a":109,"\u662f\u5426\u7a00\u758f":98,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":85,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":85,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":85,"\u662f\u5426\u7f16\u8bd1c":119,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":85,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":85,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":85,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":109,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":96,"\u662f\u56e0\u4e3ac99\u652f\u6301":55,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":95,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":98,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":98,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":104,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":86,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":91,"\u662f\u6211\u4eec":97,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":104,"\u662f\u6307":56,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":92,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":92,"\u662f\u6570\u636e\u8f93\u5165":95,"\u662f\u6709\u610f\u4e49\u7684":92,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":95,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":96,"\u662f\u7528\u6237\u4f7f\u7528c":56,"\u662f\u7684":96,"\u662f\u77e9\u9635":98,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":98,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":98,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":98,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":98,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":98,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":98,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":98,"\u662f\u8f93\u5165":95,"\u662f\u8fd9\u4e00\u7c7b\u7684":83,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":125,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":105,"\u662fc":56,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":94,"\u662fgoogle\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf":112,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":105,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":94,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":126,"\u662fpod\u5185\u7684\u5bb9\u5668\u90fd\u53ef\u4ee5\u8bbf\u95ee\u7684\u5171\u4eab\u76ee\u5f55":112,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":98,"\u662frnn\u72b6\u6001":95,"\u663e":126,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u7136":104,"\u665a":92,"\u6682\u4e0d\u8003\u8651\u5728\u5185":82,"\u6682\u65e0":88,"\u6682\u65f6\u4e0d\u652f\u6301python3":88,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":56,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":96,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":79,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":100,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":94,"\u66f4\u5feb":95,"\u66f4\u65b0":79,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":96,"\u66f4\u65b0\u6a21\u5f0f":82,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":101,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":82,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":84,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":126,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":90,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":126,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":126,"\u66f4\u8fdb\u4e00\u6b65":94,"\u66f4\u9ad8":95,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":94,"\u6700":92,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":114,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,86,97,98,107,126],"\u6700\u540e\u4e00\u4e2a":91,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":89,"\u6700\u540e\u518d\u8c03\u7528mutabl":100,"\u6700\u540e\u5220\u9664":72,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":98,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":119,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":109,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":55,"\u6700\u65b0\u7684\u4ee3\u7801":97,"\u6700\u65b0\u7684paddlepaddl":[79,86],"\u6700\u7ec8":98,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":94,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":89,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":94,"\u6708\u6e56":92,"\u6709":92,"\u6709\u4e00\u4e2a\u57fa\u672c\u7684\u8ba4\u8bc6":112,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[118,119,120],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":98,"\u6709\u4e9b\u5c42\u6216\u8005\u6fc0\u6d3b\u9700\u8981\u505a\u5f52\u4e00\u5316\u4ee5\u4fdd\u8bc1\u5b83\u4eec\u7684\u8f93\u51fa\u7684\u548c\u662f\u4e00\u4e2a\u5e38\u6570":98,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":82,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":96,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[118,119],"\u6709\u5173":92,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":118,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":89,"\u6709\u5173kubernetes\u76f8\u5173\u6982\u5ff5\u4ee5\u53ca\u5982\u4f55\u642d\u5efa\u548c\u914d\u7f6ekubernetes\u96c6\u7fa4":114,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":107,"\u6709\u591a\u96be":96,"\u6709\u65f6\u5019\u6211\u4eec\u4f1a\u5e0c\u671b\u6e05\u7406\u6389\u5df2\u7ecf\u4e0b\u8f7d\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u4ee5\u53ca\u5df2\u7ecf\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6":96,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":96,"\u6709\u6807\u51c6\u7684":55,"\u6709\u7684\u65f6\u5019":55,"\u6709\u7684\u65f6\u5019\u7b80\u7b80\u5355\u5355\u7684\u6539\u53d8\u5c31\u80fd\u5728\u6027\u80fd\u4e0a\u4ea7\u751f\u660e\u663e\u7684\u4f18\u5316\u6548\u679c":105,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":79,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":104,"\u670d\u52a1":92,"\u670d\u52a1\u5458":92,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":107,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":84,"\u672a\u77e5\u8bcd":124,"\u672a\u8bbe\u7f6e":119,"\u672c\u4f8b\u4e2d\u4e3a0":124,"\u672c\u4f8b\u4e2d\u4e3a32":124,"\u672c\u4f8b\u4e2d\u4e3a4":124,"\u672c\u4f8b\u4e2d\u4f7f\u7528for\u5faa\u73af\u8fdb\u884c\u591a\u6b21\u8c03\u7528":2,"\u672c\u4f8b\u4e2d\u7684\u539f\u59cb\u6570\u636e\u4e00\u5171\u670910\u4e2a\u6837\u672c":92,"\u672c\u4f8b\u4e2d\u7684\u8f93\u5165\u7279\u5f81\u662f\u8bcdid\u7684\u5e8f\u5217":2,"\u672c\u4f8b\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d":2,"\u672c\u4f8b\u6bcf\u884c\u4fdd\u5b58\u4e00\u6761\u6837\u672c":126,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":126,"\u672c\u4f8b\u7684":2,"\u672c\u4f8b\u7684\u6240\u6709\u5b57\u7b26\u90fd\u5c06\u8f6c\u6362\u4e3a\u8fde\u7eed\u6574\u6570\u8868\u793a\u7684id\u4f20\u7ed9\u6a21\u578b":126,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":126,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":72,"\u672c\u5730":[79,88],"\u672c\u5730\u6d4b\u8bd5":108,"\u672c\u5730\u8bad\u7ec3":108,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":81,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":111,"\u672c\u5b9e\u4f8b\u4e2d":124,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":126,"\u672c\u5c42\u5c3a\u5bf8":125,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":125,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":125,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":99,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":95,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":125,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":92,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":96,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":92,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":92,"\u672c\u6587\u53ea\u4f7f\u7528\u4e86\u9ed8\u8ba4\u547d\u540d\u7a7a\u95f4":112,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":114,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528paddlepaddle\u5728\u4e0d\u540c\u7684\u96c6\u7fa4\u6846\u67b6\u4e0b\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":107,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":124,"\u672c\u6587\u6863\u5185\u4e0d\u91cd\u590d\u4ecb\u7ecd":112,"\u672c\u6587\u6863\u5c06\u4ee5linux":118,"\u672c\u6587\u6863\u63cf\u8ff0paddl":56,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":119,"\u672c\u6765":92,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":114,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":114,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":114,"\u672c\u6b21\u8bd5\u9a8c":126,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":92,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":92,"\u673a\u5668\u4e0a\u4ee5\u53ca":120,"\u673a\u5668\u7684\u8bbe\u5907":111,"\u673a\u5668\u7ffb\u8bd1":72,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":109,"\u6761\u4ef6\u4e0b":112,"\u6765":92,"\u6765\u4ee3\u66ff":97,"\u6765\u4f7f\u7528dropout":83,"\u6765\u4f7f\u7528dropout\u7684":83,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":34,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":98,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":105,"\u6765\u521d\u59cb\u5316\u53c2\u6570":84,"\u6765\u542f\u52a8\u548c":96,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":89,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":92,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":126,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[118,119],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":98,"\u6765\u6267\u884c":96,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":125,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":100,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":99,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":89,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":104,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":104,"\u6765\u6ce8\u518c\u8be5\u5c42":98,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":111,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":96,"\u6765\u786e\u4fdd\u628a":55,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":96,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":98,"\u6765\u8868\u793a":95,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":55,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":82,"\u6765\u8ba1\u7b97\u68af\u5ea6":98,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":92,"\u6765\u8bbe\u7f6e":84,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":35,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":97,"\u6765\u8c03\u7528":96,"\u6765\u8fd0\u884c\u5305\u62ec":96,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":96,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":105,"\u6765\u8fd0\u884c\u955c\u50cf":86,"\u6765\u8fdb\u884c\u8ba8\u8bba":56,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":82,"\u676f\u5b50":92,"\u6784\u5efa":118,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":118,"\u6784\u5efa\u76ee\u6807\u4e3a":119,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":91,"\u6784\u9020":114,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":99,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":99,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":119,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":119,"\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u4e00\u4e2a\u8f93\u5165\u4e3a\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7f51\u7edc\u4e2d\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":92,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":108,"\u67e5\u770b":[97,126],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":97,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":97,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":97,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":80,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":113,"\u6807\u51c6":88,"\u6807\u51c6\u5dee\u4e3a":84,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":72,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":104,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":104,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":109,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":104,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":104,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":104,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":96,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":118,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":111,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":114,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":124,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":109,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":100,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":108,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":109,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":109,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":113,"\u6839\u636eport":107,"\u683c\u5f0f":109,"\u683c\u5f0f\u5982\u4e0b":126,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":99,"\u683c\u5f0f\u8bf4\u660e":124,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":119,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":119,"\u68af\u5ea6\u4f1a\u5c31\u5730":98,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":107,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":109,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":98,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":109,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":98,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":98,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":99,"\u68d2":126,"\u697c\u5c42":92,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":100,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":82,"\u6a21\u578b\u5171\u5305\u542b1":124,"\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\u5b58\u50a8\u8def\u5f84":126,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":107,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":95,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":95,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":95,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":124,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":95,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":126,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":89,"\u6a21\u578b\u8def\u5f84":125,"\u6a21\u578b\u914d\u7f6e":[0,81],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":55,"\u6a21\u578b\u91c7\u7528":124,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":104,"\u6a2a\u5411\u62fc\u63a5":82,"\u6b21":92,"\u6b22\u8fce\u901a\u8fc7":97,"\u6b63\u6837\u672c":126,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":79,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":108,"\u6b64\u547d\u4ee4\u5c06\u5728":118,"\u6b64\u5904":124,"\u6b64\u5904\u90fd\u4e3a2":92,"\u6b64\u5916":[83,96,97,118],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":104,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":105,"\u6b64\u65f6\u53ea\u9700\u8981":96,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":82,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":84,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":34,"\u6b64\u7c7b\u62a5\u9519\u901a\u5e38\u662f\u7531\u4e8e\u67d0\u4e00\u4e2a\u8282\u70b9\u7684\u9519\u8bef\u5bfc\u81f4\u8fd9\u4e2a\u8282\u70b9\u7684\u8bad\u7ec3\u8fdb\u7a0b\u9000\u51fa":80,"\u6b64\u90e8\u5206\u7684\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":107,"\u6b65\u9aa4":82,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":94,"\u6bcf\u4e00\u4e2a":72,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":126,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":92,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":92,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":107,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":82,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":104,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":92,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u6bcf\u4e2a\u5355\u5c42rnn":94,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":107,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":92,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":95,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":95,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":92,"\u6bcf\u4e2a\u5c42\u5728\u5176":98,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":126,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":109,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":94,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":92,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":98,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":92,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":92,"\u6bcf\u4e2a\u72b6\u6001":94,"\u6bcf\u4e2a\u7ebf\u7a0b":109,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":109,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":109,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":98,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":98,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":107,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":97,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":126,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":126,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":114,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":34,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":107,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":107,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":107,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":107,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":109,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":111,"\u6bcf\u6279\u6b21":109,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":97,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":97,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":126,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":104,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":35,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":124,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":125,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":124,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":98,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":109,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":109,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":109,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":109,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":126,"\u6bcfdot":109,"\u6bcflog":109,"\u6bcfsave":109,"\u6bcftest":109,"\u6bd4\u5982":[35,80,82,86,96,97,126],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":92,"\u6bd4\u5982\u5728":86,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":97,"\u6bd4\u5982\u5c06":72,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":119,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[118,120],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":34,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":35,"\u6bd4\u5982\u8282\u70b9\u7684id":107,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":84,"\u6bd4\u5982\u901a\u8fc78080\u7aef\u53e3":112,"\u6bd4\u5982cento":88,"\u6bd4\u5982fpe":80,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":97,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":107,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":104,"\u6c34\u6e29":92,"\u6c49\u5ead":92,"\u6ca1":92,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":124,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[79,88],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[118,120],"\u6ce8":[34,86],"\u6ce8\u518c":99,"\u6ce8\u518ccpu":99,"\u6ce8\u518cop":99,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":99,"\u6ce8\u610f":[2,85,89,95,98,101,104,107,114,118,119,120],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":114,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":111,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":114,"\u6ce8\u91ca":99,"\u6cf3\u6c60":92,"\u6d41":92,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":97,"\u6d44":92,"\u6d4b\u8bd5":97,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":109,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":97,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":111,"\u6d4b\u8bd5docker\u955c\u50cf":72,"\u6d4b\u8bd5model_list":108,"\u6d4b\u8bd5oper":99,"\u6d4b\u8bd5save_dir":108,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":82,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":124,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":98,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":104,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":104,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":95,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":99,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":114,"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":99,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":99,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":99,"\u6e05\u7406":96,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":79,"\u6e29\u99a8":92,"\u6e90\u4ee3\u7801":126,"\u6e90\u4ee3\u7801\u683c\u5f0f":97,"\u6e90\u5e8f\u5217":95,"\u6e90\u7801\u4e0edemo":113,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":96,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":124,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":124,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":124,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":125,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":125,"\u6fc0\u6d3b":98,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":126,"\u6fc0\u6d3b\u65b9\u7a0b":98,"\u6fc0\u6d3b\u7684\u7c7b\u578b":98,"\u70b9\u51fb":88,"\u70b9\u51fb\u8fd9\u91cc":101,"\u70ed\u60c5":92,"\u7136\u540e":[105,107,124],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":107,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":94,"\u7136\u540e\u4f7f\u7528":119,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":100,"\u7136\u540e\u5355\u51fb":97,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":107,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":114,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":125,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":92,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":86,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":84,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":79,"\u7136\u540e\u5b9a\u4e49":95,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":114,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":83,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":97,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":125,"\u7136\u540e\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":113,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":97,"\u7136\u540e\u70b9\u51fb":97,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":114,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":98,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":114,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":114,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":79,"\u7136\u800c":[95,109],"\u7248\u672c":[85,88,96,119],"\u7248\u672c\u5206\u652f":72,"\u7248\u672c\u53f7":72,"\u7248\u672c\u53f7rc":72,"\u7248\u672c\u5728":97,"\u7248\u672c\u8bf4\u660e":88,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":72,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":82,"\u7279\u5f81\u56fe\u5747\u503c":125,"\u7279\u5f81\u56fe\u65b9\u5dee":125,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":125,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":87,"\u72ec\u7acb\u5de5\u5177\u94fe":118,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":118,"\u73af\u5883\u53d8\u91cf":[107,114],"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":82,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":55,"\u7406\u89e3":96,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":105,"\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\u4ea7\u955c\u50cf":97,"\u751f\u6210":114,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":55,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":101,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":95,"\u751f\u6210\u6587\u6863":55,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":104,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":114,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":82,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":98,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":97,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":104,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":99,"\u751f\u6210api\u6587\u6863":55,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":104,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":126,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":98,"\u7528\u4e8e\u5c06\u4e0b\u4e00\u884c\u7684\u6570\u636e\u8f93\u5165\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u7528\u4e8e\u5c06\u53c2\u6570\u4f20\u9012\u7ed9\u7f51\u7edc\u914d\u7f6e":111,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":83,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":109,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":124,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":99,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":107,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":109,"\u7528\u4e8e\u81ea\u5b9a\u4e49\u6bcf\u6761\u6570\u636e\u7684batch":2,"\u7528\u4e8e\u83b7\u53d6\u7279\u5b9alayer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":83,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":95,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":107,"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":95,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":92,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":104,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":35,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":119,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":94,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":101,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":118,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":101,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":124,"\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\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":126,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":56,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":109,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":111,"\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u7b80\u5355\u4f7f\u7528python\u63a5\u53e3":1,"\u7528\u6237\u53ef\u5728\u81ea\u5df1\u719f\u6089\u7684\u5f00\u53d1\u5e73\u53f0\u4e0a\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":118,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":85,"\u7528\u6237\u53ef\u5c06":118,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":119,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":118,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":118,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":118,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":83,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":79,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":35,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":84,"\u7528\u6237\u5c06\u914d\u7f6e\u4e0e\u8bad\u7ec3\u6570\u636e\u5207\u5206\u597d\u653e\u5728\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u9884\u5148\u5206\u914d\u597d\u7684\u76ee\u5f55\u4e2d":114,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":79,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":124,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":44,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[118,119,120],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[83,84],"\u7528\u6237\u901a\u8fc7c":56,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":111,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[118,120],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":79,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":118,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":96,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":98,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":104,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":114,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":87,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":104,"\u7531":[83,94],"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":92,"\u7531\u4e8e\u5bb9\u5668\u4e4b\u95f4\u5171\u4eabnet":112,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":34,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":92,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":98,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":125,"\u7531\u4e8e\u8fd9\u4e2a\u5730\u5740\u4f1a\u88abdataprovider\u4f7f\u7528":1,"\u7531\u4e8e\u8fd9\u6837\u505a\u53ef\u4ee5\u907f\u514d\u5f88\u591a\u6b7b\u9501\u95ee\u9898":2,"\u7531\u4e8e\u96c6\u7fa4\u4e2d\u540c\u65f6\u5b58\u5728\u4e24\u53f0\u673a\u5668\u6545\u969c\u7684\u6982\u7387\u6781\u4f4e":34,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":118,"\u7531\u4e8ec":55,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":100,"\u7531\u4e8epypi":72,"\u7531\u4e8estep":94,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":100,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":91,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":92,"\u767b\u5f55\u5230head\u8282\u70b9":107,"\u7684":[88,92,96,97,100,107,113,114,119,126],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":94,"\u7684\u4e3a0":109,"\u7684\u4efb\u4e00\u4e00\u79cd":82,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":100,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":91,"\u7684\u503c":[118,119,120],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":118,"\u7684\u504f\u7f6e\u5411\u91cf":98,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":99,"\u7684\u5185\u5b58":82,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":114,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":105,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":125,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":99,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":109,"\u7684\u53d8\u6362\u77e9\u9635":98,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":95,"\u7684\u5411\u91cf":98,"\u7684\u542f\u52a8\u53c2\u6570":114,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":114,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":104,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":55,"\u7684\u5730\u5740":112,"\u7684\u5730\u65b9":97,"\u7684\u5747\u5300\u5206\u5e03":84,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":107,"\u7684\u5934\u6587\u4ef6":55,"\u7684\u5b9e\u73b0":99,"\u7684\u5e73\u5747\u503c":91,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":92,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":97,"\u7684\u5f00\u53d1\u6d41\u7a0b":96,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":99,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":104,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":104,"\u7684\u6027\u80fd\u6709\u95ee\u9898":104,"\u7684\u63a5\u53e3\u6837\u5f0f":55,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":97,"\u7684\u64cd\u4f5c":100,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":126,"\u7684\u6570\u76ee\u4e00\u81f4":91,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":97,"\u7684\u65b9\u7a0b":98,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":82,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":92,"\u7684\u6700\u5c0f\u503c":109,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":97,"\u7684\u6784\u9020\u51fd\u6570":99,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":95,"\u7684\u6837\u5f0f":97,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":94,"\u7684\u6839\u76ee\u5f55":119,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":97,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":55,"\u7684\u7248\u672c":[96,120],"\u7684\u7248\u672c\u53f7":124,"\u7684\u7279\u5f81":125,"\u7684\u72b6\u6001":94,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":118,"\u7684\u77e9\u9635":[82,98],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":98,"\u7684\u7b2ci\u4e2a\u503c":98,"\u7684\u7b2cj\u4e2a\u503c":98,"\u7684\u7cfb\u7edf":96,"\u7684\u7ef4\u5ea6":124,"\u7684\u7f16\u5199":107,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":118,"\u7684\u7f29\u5199":44,"\u7684\u89c4\u8303":55,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":100,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":99,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":126,"\u7684\u8bdd":82,"\u7684\u8be6\u7ec6\u4fe1\u606f":104,"\u7684\u8f93\u5165":94,"\u7684\u8f93\u51fa":105,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":105,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":95,"\u7684\u8f93\u51fa\u683c\u5f0f":92,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":95,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":82,"\u7684\u8fd0\u884c\u73af\u5883":96,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":97,"\u7684\u914d\u7f6e":124,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":96,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":97,"\u7684cpu":99,"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":107,"\u7684paddlepaddle\u5e93":118,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":107,"\u76ee\u524d":94,"\u76ee\u524d\u4f7f\u7528":97,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":55,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":120,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":118,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":91,"\u76ee\u524d\u652f\u6301cento":90,"\u76ee\u524d\u652f\u6301fail":109,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":109,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":94,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":55,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":101,"\u76ee\u5f55":[86,96,107,113,114,118,119,120],"\u76ee\u5f55\u4e0b":[56,98,107,126],"\u76ee\u5f55\u4e0b\u627e\u5230":126,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":99,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":119,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":118,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":79,"\u76ee\u5f55\u4e2d":107,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[118,120],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":119,"\u76ee\u5f55\u4e2d\u7684":105,"\u76ee\u5f55\u4e2dpaddl":114,"\u76ee\u5f55\u548c":[118,119,120],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":114,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":118,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":120,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":126,"\u76ee\u6807\u5411\u91cf":95,"\u76ee\u6807\u5de5\u5177\u94fe":118,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[118,120],"\u76ee\u6807\u67b6\u6784":119,"\u76ee\u6807\u67b6\u6784abi":118,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":84,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":87,"\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,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":99,"\u76f4\u63a5\u8fd0\u884c":86,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":126,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":84,"\u76f8\u5bf9":92,"\u76f8\u5bf9\u4e8epaddlepaddle\u7a0b\u5e8f\u8fd0\u884c\u65f6\u7684\u8def\u5f84":1,"\u76f8\u5bf9mnist\u800c\u8a00":2,"\u76f8\u5e94\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u8bad\u7ec3\u6a21\u578b\u811a\u672c":126,"\u76f8\u5f53":92,"\u76f8\u6bd4":99,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":80,"\u77a7":90,"\u77e9\u9635":108,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":99,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":97,"\u78c1\u76d8\u4e0d\u591f":96,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":80,"\u793a":126,"\u793a\u4f8b":[82,84,125],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":92,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":92,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":92,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":82,"\u793a\u4f8b\u5982\u4e0b":84,"\u793a\u4f8b\u7a0b\u5e8f":107,"\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,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":89,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":89,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":82,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":100,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":92,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":82,"\u79bb":92,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[95,97],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":118,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":91,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":109,"\u79f0\u4f5c\u6709kernel":99,"\u79f0\u4f5ckernel":99,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":98,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a00\u758f\u768401\u5411\u91cf":[2,89],"\u7a00\u758f\u7684\u5411\u91cf":[2,89],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":111,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":114,"\u7a0b\u5e8f\u4f9d\u8d56":107,"\u7a0b\u5e8f\u505c\u6b62":109,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":104,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":109,"\u7a20\u5bc6\u5411\u91cf":98,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":114,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,89],"\u7a97\u6237":92,"\u7acb\u523b\u9000\u51fa":82,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":85,"\u7ae0\u8282":118,"\u7aef\u53e3":80,"\u7aef\u7684":104,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":82,"\u7b2c":92,"\u7b2c\u4e00\u4e2a":97,"\u7b2c\u4e00\u4e2a\u53c2\u6570":99,"\u7b2c\u4e00\u4e2a\u53c2\u6570\u662fsettings\u5bf9\u8c61":2,"\u7b2c\u4e00\u4e2a\u6837\u672c\u540c\u65f6encode\u4e24\u6761\u6570\u636e\u6210\u4e24\u4e2a\u5411\u91cf":92,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":72,"\u7b2c\u4e00\u5929":92,"\u7b2c\u4e00\u7ae0\u8282":89,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":125,"\u7b2c\u4e00\u884c\u662f":124,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":99,"\u7b2c\u4e09\u6b65":125,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":72,"\u7b2c\u4e8c\u4e2a":82,"\u7b2c\u4e8c\u4e2a\u4e3a":72,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":99,"\u7b2c\u4e8c\u6b65":[124,125],"\u7b2c\u4e8c\u7c7b":83,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":125,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":98,"\u7b49":[56,80,99],"\u7b49\u4e8e\u6837\u672c\u6570":82,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":56,"\u7b49\u53c2\u6570":114,"\u7b49\u591a\u79cd\u516c\u6709\u4e91\u73af\u5883":112,"\u7b49\u5f85\u8fd9\u4e2a\u7a0b\u5e8f\u6267\u884c\u6210\u529f\u5e76\u8fd4\u56de0\u5219\u6210\u529f\u9000\u51fa":112,"\u7b49\u6587\u4ef6":56,"\u7b49\u7b49":126,"\u7b49\u90fd\u5c5e\u4e8e\u4e00\u4e2a\u547d\u540d\u7a7a\u95f4":112,"\u7b80\u4ecb":102,"\u7b80\u5199":99,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":99,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":99,"\u7b80\u5355\u6765\u8bf4":105,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":84,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":105,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":113,"\u7b80\u76f4":92,"\u7b97\u6cd5":[82,95],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":95,"\u7c7b\u4f3c":[56,91],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":98,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":108,"\u7c7b\u522bid":126,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":126,"\u7c7b\u540d\u548cc":55,"\u7c7b\u578b":[55,99,109],"\u7c7b\u578b\u4e3a":99,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":100,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":91,"\u7c7b\u578b\u540d\u4e3a":99,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":82,"\u7c7b\u578b\u662fsparse_binary_vector":[2,89],"\u7c7b\u578b\u662fsparse_float_vector":[2,89],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":92,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":99,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":99,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":98,"\u7c7b\u91cd\u5199":99,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":98,"\u7cfb\u6570":99,"\u7cfb\u7edf\u4e2d\u7684\u74f6\u9888\u53ef\u80fd\u548c\u7a0b\u5e8f\u5458\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u60f3\u8c61\u7684\u74f6\u9888\u76f8\u53bb\u751a\u8fdc":104,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":99,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":107,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":99,"\u7ea2\u697c\u68a6":124,"\u7ebf\u7a0bid\u53f7":111,"\u7ec6\u8282\u63cf\u8ff0":110,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":82,"\u7ed3\u5408":112,"\u7ed3\u5c3e":99,"\u7ed3\u675f\u6807\u8bb0":95,"\u7ed3\u6784\u5982\u4e0b\u56fe":124,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":104,"\u7ed3\u679c\u8f93\u51fa\u5230":96,"\u7ed3\u8bba":55,"\u7ed9":92,"\u7ed9\u4e2a\u7b80\u5355\u7684":97,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":94,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":99,"\u7ee7\u627f\u81eaoperatorbas":99,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":92,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":92,"\u7ef4\u5ea6\u4e3aword_dim":126,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":126,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":126,"\u7ef4\u62a4":112,"\u7ef4\u7a7a\u95f4":95,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":95,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":82,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":86,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":86,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":114,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":114,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":104,"\u7f16\u5199\u7684\u90e8\u5206":88,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":107,"\u7f16\u53f7\u4ece0\u5f00\u59cb":82,"\u7f16\u7801\u5411\u91cf":95,"\u7f16\u7801\u5668\u8f93\u51fa":95,"\u7f16\u7801\u6e90\u5e8f\u5217":95,"\u7f16\u8bd1":[86,96,97,118],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":101,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":120,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[118,119],"\u7f16\u8bd1\u5668":[118,119,120],"\u7f16\u8bd1\u5668\u6ca1\u6709":55,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":118,"\u7f16\u8bd1\u578b\u8bed\u8a00":55,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":81,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":118,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":101,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":85,"\u7f16\u8bd1\u5de5\u5177\u94fe":118,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":120,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":104,"\u7f16\u8bd1\u6210\u529f\u540e":99,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":109,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":104,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":104,"\u7f16\u8bd1\u65f6\u6307\u5b9a":104,"\u7f16\u8bd1\u751f\u6210":101,"\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\u8bd1paddlepaddl":85,"\u7f16\u8bd1ubuntu\u7684deb\u5305":72,"\u7f16\u8f91":112,"\u7f29\u653e\u53c2\u6570":125,"\u7f51\u7edc\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":112,"\u7f51\u7edc\u540d\u79f0":126,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":98,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":98,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":98,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":98,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":109,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":98,"\u7f51\u7edc\u6a21\u5757":125,"\u7f51\u7edc\u901a\u4fe1":98,"\u7f51\u7edc\u914d\u7f6e":126,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":125,"\u800c":[83,95,104,113],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":100,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":56,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":55,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":83,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":79,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":92,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":56,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":107,"\u800c\u4e14\u5305\u542b\u4e86c":88,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":44,"\u800c\u4e14cento":88,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":109,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":105,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":105,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":111,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":34,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":92,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":99,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":83,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":125,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":100,"\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\u5b89\u88c5\u5305":[79,88],"\u800c\u5b89\u88c5\u5305\u662f":[79,88],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":92,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":92,"\u800c\u5bf9\u4e8egolang":55,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":55,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":92,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":105,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":82,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":56,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":105,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":108,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":95,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":89,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":111,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":100,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":92,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":92,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":97,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":85,"\u800ceigenvector":100,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":94,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":55,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":89,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":89,"\u8054\u901a":107,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":94,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":94,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":126,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":94,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":83,"\u80fd\u83b7\u53d6":107,"\u811a\u672c":[96,118],"\u811a\u672c\u5f00\u59cb\u65f6":114,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":97,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":107,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":94,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":118,"\u81ea\u52a8\u751f\u6210":101,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":95,"\u81ea\u52a8\u9009\u62e9":119,"\u81ea\u5e95\u5411\u4e0a\u6cd5":126,"\u81ea\u6b64":[118,119],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":96,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":111,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":56,"\u81f3\u5c11\u5305\u542bgcc_3":88,"\u81f3\u5c11\u5305\u542bglibcxx_3":88,"\u81f3\u6b64":[2,92,97],"\u8212\u9002":92,"\u826f\u597d\u7684\u6587\u6863":55,"\u8282\u70b9":107,"\u82e5":98,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":84,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":119,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[118,120],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":91,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":105,"\u82e5\u6709\u5fc5\u8981":98,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":119,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":118,"\u82e5\u73af\u5883\u53d8\u91cf":[118,119,120],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":83,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":91,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":91,"\u82f1\u6587\u6587\u6863":101,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":101,"\u8303\u56f4":111,"\u83b7\u53d6":97,"\u83b7\u53d6\u5229\u7528":126,"\u83b7\u53d6\u53ef\u9009\u7684tag":86,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":88,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":79,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":96,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":126,"\u83b7\u53d6trainer":114,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":98,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":86,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":107,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":107,"\u865a\u62df\u673a\u4e0a":96,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":56,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":107,"\u867d\u7136\u6bcf\u4e2agenerator\u5728\u6ca1\u6709\u8c03\u7528\u7684\u65f6\u5019":2,"\u867d\u7136paddle\u770b\u8d77\u6765\u5305\u542b\u4e86\u4f17\u591a\u53c2\u6570":108,"\u884c":124,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":125,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":104,"\u8865\u5145\u4e0a\u6b21\u7684commit":97,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":98,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":98,"\u8868\u793a":99,"\u8868\u793a\u4e00\u4e2akubernetes\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5de5\u4f5c\u8282\u70b9":112,"\u8868\u793a\u4e3adeviceid":111,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":92,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":107,"\u8868\u793a\u6570\u636e\u7c7b\u578b":99,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":126,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":99,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":114,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":126,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":126,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":114,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":120,"\u88ab":97,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":107,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"\u88ab\u653e\u5728":98,"\u88ab\u79f0\u4e3a":95,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":105,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":91,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":94,"\u8981\u8c03\u7528":98,"\u89e3\u51b3\u529e\u6cd5\u662f":79,"\u89e3\u51b3\u65b9\u6848\u662f":84,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":114,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":95,"\u89e3\u7801\u5668\u57fa\u4e8e\u7f16\u7801\u6e90\u5e8f\u5217\u548c\u6700\u540e\u751f\u6210\u7684\u76ee\u6807\u8bcd\u9884\u6d4b\u4e0b\u4e00\u76ee\u6807\u8bcd":95,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u89e3\u91ca":126,"\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":[95,107],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":98,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":95,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":98,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":98,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":83,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":95,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":98,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":98,"\u8ba1\u7b97\u8282\u70b9":107,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":107,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":98,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":98,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":98,"\u8ba1\u7b97\u8f93\u51fa":98,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":107,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":100,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":126,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":56,"\u8bad\u7ec3":108,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":34,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":72,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":107,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":105,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":82,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":107,"\u8bad\u7ec3\u65f6":114,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":126,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":95,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":72,"\u8bad\u7ec3\u7a0b\u5e8f":107,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":114,"\u8bad\u7ec3\u811a\u672c":126,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":126,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":114,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":82,"\u8bad\u7ec3\u8f6e\u6b21":126,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":82,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":108,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":109,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":109,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":109,"\u8bad\u7ec3dot_period":108,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":72,"\u8bb0\u5fc6\u6a21\u5757":95,"\u8bba\u6587":125,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":107,"\u8bbe\u4e3a\u672c\u5730":107,"\u8bbe\u5b9a":83,"\u8bbe\u7f6e":[56,82,83,85,118,119],"\u8bbe\u7f6e\u4e3a":98,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":83,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":109,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":109,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":83,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":84,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6700\u5c0f\u6682\u5b58\u7684\u6570\u636e\u6761\u6570":2,"\u8bbe\u7f6e\u53c2\u6570\u7684\u540d\u5b57":84,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[82,102],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":84,"\u8bbe\u7f6e\u6210":84,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":82,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":98,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":99,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":111,"\u8bbe\u7f6egpu":109,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":104,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":114,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":126,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":97,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":97,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":97,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":97,"\u8bc6\u522b\u6570\u5b57":72,"\u8bcd\u5411\u91cf":[72,124],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":124,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":124,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":105,"\u8be5\u51fd\u6570\u5177\u6709\u4e24\u4e2a\u53c2\u6570":2,"\u8be5\u51fd\u6570\u5728\u521d\u59cb\u5316\u7684\u65f6\u5019\u4f1a\u88ab\u8c03\u7528":2,"\u8be5\u51fd\u6570\u7684\u529f\u80fd\u662f":2,"\u8be5\u53c2\u6570\u5728\u7f51\u7edc\u914d\u7f6e\u7684output":109,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":109,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":109,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":109,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":109,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":109,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":109,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":109,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":109,"\u8be5\u5bf9\u8c61\u5177\u6709\u4ee5\u4e0b\u4e24\u4e2a\u5c5e\u6027":2,"\u8be5\u5c42\u4ec5\u9700\u8981\u8fd9\u4e9b\u975e\u96f6\u6837\u672c\u4f4d\u7f6e\u6240\u5bf9\u5e94\u7684\u53d8\u6362\u77e9\u9635\u7684\u90a3\u4e9b\u884c":98,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":126,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":109,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":98,"\u8be5\u63a5\u53e3\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bfb\u53d6\u6570\u636e":2,"\u8be5\u63a5\u53e3\u53ef\u7528\u4e8e\u9884\u6d4b\u548c\u5b9a\u5236\u5316\u8bad\u7ec3":85,"\u8be5\u6570\u636e\u96c6":124,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":109,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":125,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":104,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":126,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":95,"\u8be5\u7c7b\u7684":99,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":98,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":118,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":125,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":98,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":83,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":92,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":99,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":107,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":126,"\u8be6\u7ec6\u53c2\u8003":85,"\u8be6\u7ec6\u53ef\u53c2\u8003":97,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":125,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":82,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":126,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":85,"\u8be6\u7ec6\u89c1":91,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":72,"\u8bed\u8a00\u6a21\u578b":124,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":104,"\u8bf4\u660e":[34,85,88,107,114],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":97,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":98,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":99,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":86,"\u8bf7\u4fdd\u8bc1travi":97,"\u8bf7\u5148\u4f7f\u7528":[118,119,120],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":111,"\u8bf7\u53c2\u8003":[2,56,79,82,89,92,98,99,126],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":126,"\u8bf7\u53c2\u89c1":97,"\u8bf7\u53c2\u9605":95,"\u8bf7\u5728\u8be5pull":97,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":97,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":101,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":109,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":99,"\u8bf7\u67e5\u770b":124,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":88,"\u8bf7\u6ce8\u610f":[95,99,113,124],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":97,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":96,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":97,"\u8bf7\u76f4\u63a5\u586b\u51450":84,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":111,"\u8bf7\u786e\u4fdd":97,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":97,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":97,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":97,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":79,"\u8bf7\u9075\u5b88":97,"\u8bf7\u91c7\u7528":97,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":111,"\u8bfb\u53d6\u6570\u636e":2,"\u8bfb\u53d6\u6bcf\u4e00\u884c":2,"\u8bfb\u53d6volume\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u8fd9\u6b21\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":114,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":114,"\u8c03\u7528":[98,119],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":100,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[118,119],"\u8c03\u7528\u7528":104,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":107,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":99,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":98,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":126,"\u8d21\u732e\u6587\u6863":101,"\u8d44\u6e90\u5bf9\u8c61\u7684\u540d\u5b57\u662f\u552f\u4e00\u7684":112,"\u8d77":92,"\u8def\u5f84\u4e0b":125,"\u8df3\u8f6c\u5230":97,"\u8df3\u8fc7":82,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8fc7\u6765\u7684":125,"\u8f83":92,"\u8f93\u5165":[91,95],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":104,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":94,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":94,"\u8f93\u5165\u5c42\u5c3a\u5bf8":125,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":82,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":92,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":92,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":92,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":111,"\u8f93\u5165\u6587\u672c":124,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":124,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":98,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":98,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":125,"\u8f93\u5165\u7684":124,"\u8f93\u5165\u7684\u540d\u5b57":98,"\u8f93\u5165\u7684\u5927\u5c0f":98,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":124,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":124,"\u8f93\u5165\u7684\u7c7b\u578b":98,"\u8f93\u5165n\u4e2a\u5355\u8bcd":126,"\u8f93\u51fa":[91,95,99],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":94,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":94,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":126,"\u8f93\u51fa\u51fd\u6570":95,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":91,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":94,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":124,"\u8f93\u51fa\u67092\u5217":124,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":125,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":124,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":124,"\u8f93\u51fa\u7684\u68af\u5ea6":109,"\u8f93\u51fa\u76ee\u5f55":125,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":113,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":92,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":82,"\u8fd0\u884c\u4e00\u4e2a":96,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":99,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":124,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":124,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":96,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":99,"\u8fd0\u884c\u5931\u8d25":111,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":124,"\u8fd0\u884c\u5b8c\u6210\u540e":107,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":104,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":104,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":124,"\u8fd0\u884c\u65e5\u5fd7":107,"\u8fd0\u884c\u65f6\u4e5f\u53ef\u80fd\u56e0\u4e3a\u591a\u7ebf\u7a0b\u4ea7\u751f\u6df7\u4e71\u4e0d\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":104,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":85,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":114,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":120,"\u8fd1":92,"\u8fd4\u56de":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56de0":2,"\u8fd4\u56de\u4e00\u6761\u5b8c\u6574\u7684\u6837\u672c":2,"\u8fd4\u56de\u65f6":2,"\u8fd4\u56de\u7684\u662f":[2,89],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":72,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":98,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":99,"\u8fd8\u4f1a":92,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":85,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":118,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":97,"\u8fd8\u53ef\u4ee5\u901a\u8fc7\u51cf\u5c0f\u5b66\u4e60\u7387\u6216\u8005\u5bf9\u6570\u636e\u8fdb\u884c\u5f52\u4e00\u5316\u5904\u7406\u6765\u89e3\u51b3\u8fd9\u7c7b\u95ee\u9898":82,"\u8fd8\u662f":92,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":96,"\u8fd8\u6709":92,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":107,"\u8fd8\u9700\u8981\u91cd\u5199":99,"\u8fd9":[82,92,126],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":84,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":105,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":56,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":83,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":94,"\u8fd9\u4e09\u4e2a\u5206\u652f":72,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":126,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":104,"\u8fd9\u4e2a":[88,92,96,112],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":82,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":82,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":99,"\u8fd9\u4e2a\u51fd\u6570\u7684":95,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":92,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":95,"\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\u5730\u5740\u5219\u4e3a\u5b83\u7684\u7edd\u5bf9\u8def\u5f84\u6216\u76f8\u5bf9\u8def\u5f84":1,"\u8fd9\u4e2a\u5730\u5740\u6765\u8868\u793a\u6b64\u6b65\u9aa4\u6240\u6784\u5efa\u51fa\u7684\u955c\u50cf":114,"\u8fd9\u4e2a\u57fa\u7c7b":98,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":56,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":94,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":101,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":55,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":92,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":55,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":101,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":126,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":104,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":56,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":92,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":98,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":98,"\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\u811a\u672c\u8c03\u7528":96,"\u8fd9\u4e2a\u8282\u70b9\u53ef\u4ee5\u662f\u7269\u7406\u673a\u6216\u8005\u865a\u62df\u673a":112,"\u8fd9\u4e2a\u8868\u683c":112,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":99,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":94,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":97,"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":124,"\u8fd9\u4e2a\u914d\u7f6e\u6587\u4ef6":112,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":95,"\u8fd9\u4e2a\u95ee\u9898\u662fpydataprovider\u8bfb\u6570\u636e\u65f6\u5019\u7684\u903b\u8f91\u95ee\u9898":2,"\u8fd9\u4e2a\u9759\u6001\u5e93\u5305\u542b\u4e86paddle\u7684\u5168\u90e8\u7b26\u53f7":56,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":96,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":114,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":94,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":82,"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":107,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":99,"\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\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":107,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":114,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":98,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":82,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":82,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":125,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":125,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":125,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":92,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":98,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":97,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":97,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":98,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":92,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":85,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":99,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":96,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":97,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":97,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":92,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":92,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":95,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":55,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":99,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":99,"\u8fd9\u610f\u5473\u7740":95,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":111,"\u8fd9\u65f6":82,"\u8fd9\u65f6\u5728\u4f7f\u7528":84,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":82,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":84,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":84,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":91,"\u8fd9\u662f\u56e0\u4e3a":55,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":97,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":92,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":79,"\u8fd9\u6837":[56,107],"\u8fd9\u6837\u4fdd\u5b58\u5728\u5206\u5e03\u5f0f\u5b58\u50a8\u4e2d\u7684\u6570\u636e\u53ef\u4ee5\u88ab\u96c6\u7fa4\u4e2d\u7684\u6bcf\u4e2a\u8282\u70b9\u8bfb\u53d6\u5230":107,"\u8fd9\u6837\u4fdd\u8bc1":72,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":96,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":82,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":85,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":111,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":96,"\u8fd9\u6837\u5bb9\u5668\u7684":114,"\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\u6837\u5f53\u8be5pull":97,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":107,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":98,"\u8fd9\u6837\u7684\u8bdd":113,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":107,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":105,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":98,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":84,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":98,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":82,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":83,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":111,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":95,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":94,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":114,"\u8fd9\u7bc7":86,"\u8fd9\u7bc7\u6587\u6863":97,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":120,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":96,"\u8fd9\u7bc7\u6587\u7ae0":96,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":92,"\u8fd9\u884c\u547d\u4ee4\u4e2d":104,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":95,"\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":[84,85,95,97,112,114,125],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":99,"\u8fd9\u91cc\u4ee5":126,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":104,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":92,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":82,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":126,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":89,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":98,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":114,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":126,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":82,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":107,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":100,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":126,"\u8fd9\u91cc\u7ed9\u51fa\u96c6\u4e2d\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u6cd5":112,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":126,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":104,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":97,"\u8fdb\u5165\u5bb9\u5668":113,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":114,"\u8fdb\u7a0b\u7684":107,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":114,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":114,"\u8fdb\u7a0b\u9700\u8981\u7684":114,"\u8fdb\u800c\u591a\u673a":104,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":104,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":104,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":72,"\u8fdb\u884c\u4e86":92,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":114,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":114,"\u8fdb\u884c\u56de\u590d":97,"\u8fdb\u884c\u5f00\u53d1":97,"\u8fdb\u884c\u62c6\u89e3":92,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":98,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":118,"\u8fdb\u884c\u8bbe\u7f6e":99,"\u8fdb\u884c\u9884\u6d4b":126,"\u8fdb\u884cpython\u4e0ec":104,"\u8fdb\u9636\u6307\u5357":[89,117],"\u8fde\u63a5":94,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":107,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":107,"\u9000\u51fa\u5bb9\u5668":113,"\u9002\u4e2d":92,"\u9009":92,"\u9009\u62e9":92,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":86,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":126,"\u9009\u62e9\u76ee\u6807\u5206\u652f":97,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":109,"\u9009\u62e9\u9002\u5408\u60a8\u7684\u573a\u666f\u7684\u5408\u9002\u65b9\u6848":112,"\u9009\u9879":[85,96,124],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":108,"\u901a\u5e38":[56,99,104],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":114,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":107,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":111,"\u901a\u5e38\u4f7f\u7528cento":88,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":84,"\u901a\u5e38\u540d\u5b57\u662f":97,"\u901a\u5e38\u60c5\u51b5\u4e0b":105,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":113,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":34,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":120,"\u901a\u5e38\u6bcf\u4e2ajob\u5305\u62ec\u4e00\u4e2a\u6216\u8005\u591a\u4e2apod":112,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":95,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":98,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":92,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":104,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":111,"\u901a\u7528":108,"\u901a\u77e5":92,"\u901a\u8fc7":[82,92,97,98,99,126],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":94,"\u901a\u8fc7\u4f7f\u7528":85,"\u901a\u8fc7\u51fd\u6570":114,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":82,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":94,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":94,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":97,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":126,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":56,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":89,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":98,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":107,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":99,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":126,"\u901a\u8fc7data":94,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":120,"\u901a\u8fc7volum":112,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":126,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":83,"\u9053\u6b49":92,"\u9069":92,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":97,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":72,"\u9075\u5faa\u6587\u7ae0":124,"\u90a3\u4e48":[56,94,98],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":94,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":84,"\u90a3\u4e48\u5728":99,"\u90a3\u4e48\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u6267\u884c\u6d4b\u8bd5\u64cd\u4f5c":1,"\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u8bad\u7ec3\u4e0d\u6536\u655b\u5462":84,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":84,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":96,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":84,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":95,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":95,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":84,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":82,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":79,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":96,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":84,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":82,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":111,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":105,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":105,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":84,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":105,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":105,"\u90e8\u7f72\u548c\u914d\u7f6e\u6bd4\u8f83\u7b80\u5355":112,"\u90fd":92,"\u90fd\u4e0d\u9700\u8981":96,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":109,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":92,"\u90fd\u53ef\u4ee5\u8fd0\u884c":96,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":91,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":92,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":55,"\u90fd\u7528":97,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":97,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":98,"\u914d\u7f6e\u5982\u4e0b":124,"\u914d\u7f6e\u6253\u5f00":105,"\u914d\u7f6e\u6587\u4ef6":126,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":98,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":96,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":124,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":95,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":98,"\u914d\u7f6eapi":91,"\u9152\u5e97":92,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":109,"\u91c7\u7528multi":84,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":96,"\u91cc\u4ecb\u7ecd\u4e86\u7528paddle\u6e90\u7801\u4e2d\u7684\u811a\u672c\u4e0b\u8f7d\u8bad\u7ec3\u6570\u636e\u7684\u8fc7\u7a0b":113,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":96,"\u91cc\u5b8c\u6210":99,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":55,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":125,"\u91cc\u7684":96,"\u91cc\u7684\u65e5\u5fd7":107,"\u91cc\u7684\u6e90\u7801":96,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":96,"\u91cc\u9762":99,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":118,"\u91cd\u547d\u540d\u6210":55,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":105,"\u9488\u5bf9\u4e0d\u540c\u7684":119,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":113,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":82,"\u94fe\u63a5\u4e2d\u627e\u5230":88,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":85,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":55,"\u94fe\u63a5\u5f85\u8865\u5145":126,"\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,"\u9519\u8bef\u7387":126,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":84,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":96,"\u955c\u50cf\u91cc\u6709":113,"\u957f\u5ea6":82,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":95,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":95,"\u95f4\u9694":126,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":109,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":109,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":101,"\u9664\u4e86boot_lay":92,"\u9664\u53bbdata\u5c42":126,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":56,"\u9664\u6b64\u4e4b\u5916":82,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":124,"\u9664\u96f6\u7b49\u95ee\u9898":82,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":97,"\u968f\u673a\u6570\u7684\u79cd\u5b50":109,"\u968f\u673a\u6570seed":108,"\u9694\u5f00":[107,125],"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":109,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddle\u8bad\u7ec3\u4f5c\u4e1a":113,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":107,"\u96c6\u7fa4\u4efb\u52a1":107,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":107,"\u96c6\u7fa4\u6d4b\u8bd5":108,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":107,"\u96c6\u7fa4\u8bad\u7ec3":108,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":81,"\u96c6\u7fa4\u8fdb\u7a0b":107,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":99,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":105,"\u9700\u8981":[35,96,99],"\u9700\u8981\u4e3a":99,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":114,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":88,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":97,"\u9700\u8981\u4fee\u6539build":72,"\u9700\u8981\u5148\u6302\u8f7d\u5230\u670d\u52a1\u5668node\u4e0a\u518d\u901a\u8fc7kubernet":112,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[79,88],"\u9700\u8981\u5355\u72ec":86,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":97,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":114,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":99,"\u9700\u8981\u5728":99,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":113,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":101,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":56,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":119,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":125,"\u9700\u8981\u5bf9":112,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":82,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":72,"\u9700\u8981\u5f15\u7528":56,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":96,"\u9700\u8981\u6267\u884c":[85,88,90],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":92,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":89,"\u9700\u8981\u660e\u786e\u6307\u5b9a":109,"\u9700\u8981\u6709\u4e00\u4e2a\u5916\u90e8\u7684\u5b58\u50a8\u670d\u52a1\u6765\u4fdd\u5b58\u8bad\u7ec3\u6240\u9700\u6570\u636e\u548c\u8bad\u7ec3\u8f93\u51fa":112,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":55,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":114,"\u9700\u8981\u6ce8\u610f":99,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[72,82,109],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":98,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":92,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":118,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":83,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":56,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":96,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":94,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":72,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":100,"\u975e\u5e38\u6570":98,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":98,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":118,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":118,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":96,"\u987a\u5e8f":92,"\u9884\u63d0\u4ea4\u94a9\u5b50":97,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":125,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":126,"\u9884\u6d4bid":126,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":124,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":124,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":125,"\u989d\u5916\u7684\u53c2\u6570":126,"\u9996\u5148":[2,92,95,98,124,125,126],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":85,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":97,"\u9996\u5148\u5b9a\u4e49":99,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":98,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":98,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":84,"\u9996\u5148\u901a\u8fc7":97,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":89,"\u9a71\u52a8":101,"\u9ad8\u4eae\u90e8\u5206":92,"\u9ad8\u53ef\u7528":112,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":95,"\u9ad8\u65af\u5206\u5e03":84,"\u9ed8\u8ba4":[2,107,109],"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":126,"\u9ed8\u8ba4\u4e0d\u663e\u793a":109,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":94,"\u9ed8\u8ba4\u4e3a0":[109,111],"\u9ed8\u8ba4\u4e3a1":[2,111],"\u9ed8\u8ba4\u4e3a100":111,"\u9ed8\u8ba4\u4e3a4096mb":109,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":94,"\u9ed8\u8ba4\u4e3anull":109,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":82,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":109,"\u9ed8\u8ba4\u4f7f\u7528mkl":85,"\u9ed8\u8ba4\u503c":[85,91,107,111],"\u9ed8\u8ba4\u503c\u4e3a":[118,119,120],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":119,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":94,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[84,107],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":84,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":92,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":86,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":86,"\u9ed8\u8ba4\u7684":113,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":119,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":111,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[118,120],"\u9ed8\u8ba4\u8c03\u7528":96,"abi\u7684paddlepaddle\u5e93":118,"abstract":[47,60,71,73],"adamax\u7b49":126,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":126,"android\u5b98\u65b9\u63d0\u4f9b\u7684":118,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":118,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":118,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":121,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":118,"api\u4e0d\u5c0f\u4e8e21":118,"api\u4e2d\u4f7f\u7528":55,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":107,"api\u5bf9\u6bd4\u4ecb\u7ecd":93,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":56,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":56,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":118,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":88,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":56,"api\u63a5\u53e3":[44,112],"api\u63a5\u53e3\u751f\u6210":99,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":56,"api\u63a5\u53e3\u7684\u751f\u6210":99,"api\u6587\u6863":[118,119],"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\u6765\u9884\u6d4b":[118,119],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":56,"api\u7684\u5934\u6587\u4ef6":[118,119,120],"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\u7ea7\u522b":118,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":118,"api\u7ea7\u522b\u4e3a21":118,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":56,"api\u9759\u6001\u5e93":119,"api\u9884\u6d4b\u5e93":119,"app\u4e2d":[118,119],"apple\u5b98\u65b9\u4e3aios\u5f00\u53d1\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883":119,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":84,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":86,"avx\u7248\u672c":86,"avx\u7684\u955c\u50cf":86,"awselasticblockstore\u7b49":112,"batch\u4e2d\u5305\u542b":82,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":109,"batches\u6b21":109,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":86,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":72,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":86,"book\u7684":89,"book\u7684docker\u955c\u50cf":86,"bool\u578b\u53c2\u6570":2,"boolean":[21,45,52,55],"break":[13,32,77],"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":[15,44,54,84],"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":[8,20,21,36,47,56,60,63,65,66,69,105,122],"cc\u4e2d\u7684":100,"cells\u7b49":83,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,55,58,59,62,66,69,70,71,73,74,75,76,77,84,98,99,100,106],"cmake\u4e2d\u5c06":105,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":118,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":79,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":118,"cmake\u7f16\u8bd1\u65f6":85,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[118,119,120],"cmake\u914d\u7f6e\u4e2d\u5c06":105,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[118,119,120],"const":[31,36,38,46,53,61,63,70,73,75,76,77,98,99,100],"container\u4e2d":113,"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,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":89,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":84,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":111,"count\u548cgpu":111,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":99,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":99,"cuda\u5b9e\u73b0\u5728":99,"cuda\u5e93":109,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":99,"cudnn\u5e93":[85,109],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":104,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":100,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":114,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":92,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":92,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,126],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":82,"deb\u5305":72,"deb\u5305\u7f16\u8bd1\u95ee\u9898":72,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":94,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":94,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":94,"decoer\u67b6\u6784":94,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,54,57,63,64,73,74,75,78,103,111,113,114,118,122],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":85,"dnn\u6570\u5b66\u5e93":85,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":107,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":101,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":101,"docker\u5b98\u7f51":86,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":118,"docker\u7684\u5b98\u7f51":101,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":85,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":118,"docker\u955c\u50cf":86,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":86,"docker\u955c\u50cf\u9ed8\u8ba4":86,"dockerhub\u7f51\u7ad9":86,"double\u7c7b\u578b\u65f6\u4e3a8":84,"dropout\u7684\u6bd4\u4f8b":98,"eigenscalar\u7684\u8f6c\u6362":100,"elec\u6d4b\u8bd5\u96c6":126,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":126,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":92,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":94,"encoder\u8f93\u51fa":94,"entropy\u4f5c\u4e3acost":84,"enum":[36,38,62,74,75,78],"export":[47,51,79,86,101,107],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,89],"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":111,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":111,"final":[8,9,30,51,57,58,77],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":100,"float":[2,6,7,8,10,13,21,46,53,75,76,99,100,105,125],"float\u7b49":111,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":100,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":100,"full\u53c2\u6570\u63d0\u4ea4":80,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,57,58,60,61,62,63,65,66,67,69,70,71,73,75,77,95,103,104,122],"function\u4f7f\u7528":83,"generator\u4fbf\u4f1a\u5b58\u4e0b\u5f53\u524d\u7684\u4e0a\u4e0b\u6587":2,"generator\u81f3\u5c11\u9700\u8981\u8c03\u7528\u4e24\u6b21\u624d\u4f1a\u77e5\u9053\u662f\u5426\u505c\u6b62":2,"git\u6d41\u5206\u652f\u6a21\u578b":97,"github\u9996\u9875":97,"glibc\u81f3\u5c11\u5305\u542bglibc_2":88,"golang\u53ef\u4ee5\u4f7f\u7528":55,"golang\u7684":55,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":107,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":85,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":105,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":102,"gpu\u6267\u884c":100,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":109,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":79,"group\u6559\u7a0b":93,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":83,"gru\u6216lstm":95,"gru\u6a21\u578b":126,"gru\u6a21\u578b\u914d\u7f6e":126,"h\u5e76\u4e0d\u56f0\u96be":55,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":101,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,89],"id\u4e3a0\u7684\u6982\u7387":126,"id\u4e3a1\u7684\u6982\u7387":126,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":109,"id\u6307\u5b9a\u7684gpu":111,"id\u65e0\u6548":109,"image\u91cc":113,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":107,"import":[2,4,7,8,29,31,32,49,51,52,57,58,62,67,73,88,89,90,99,107,124,125],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":82,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":44,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,62,64,65,74,75,76,77,78,92,98,100,107,111],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":55,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":119,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":121,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":107,"issue\u7f16\u53f7":97,"job\u542f\u52a8\u540e\u4f1a\u521b\u5efa\u8fd9\u4e9bpod\u5e76\u5f00\u59cb\u6267\u884c\u4e00\u4e2a\u7a0b\u5e8f":112,"job\u6216\u8005\u5e94\u7528\u7a0b\u5e8f\u5728\u5bb9\u5668\u4e2d\u8fd0\u884c\u65f6\u751f\u6210\u7684\u6570\u636e\u4f1a\u5728\u5bb9\u5668\u9500\u6bc1\u65f6\u6d88\u5931":112,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":114,"job\u7684\u540d\u5b57":114,"kernel\u5b9e\u73b0":99,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":99,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":99,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":114,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":102,"kubernetes\u5355\u673a\u8bad\u7ec3":102,"kubernetes\u53ef\u4ee5\u5728\u7269\u7406\u673a\u6216\u865a\u62df\u673a\u4e0a\u8fd0\u884c":112,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":114,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":114,"kubernetes\u63d0\u4f9b\u4e86\u591a\u79cd\u96c6\u7fa4\u90e8\u7f72\u7684\u65b9\u6848":112,"kubernetes\u652f\u6301\u591a\u79cdvolum":112,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":113,"kubernetes\u96c6\u7fa4\u5c31\u662f\u7531node\u8282\u70b9\u4e0emaster\u8282\u70b9\u7ec4\u6210\u7684":112,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":92,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":92,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":91,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":83,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":94,"layer\u65f6":83,"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":89,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":98,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":83,"linux\u4e2d":86,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":72,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":111,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":111,"long":[8,9,13,21,47],"lstm\u6a21\u578b":126,"lstm\u6a21\u578b\u914d\u7f6e":126,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":94,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":95,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":95,"memory\u53ea\u80fd\u5728":94,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":92,"memory\u6307\u5411\u4e00\u4e2alay":94,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":95,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":92,"memory\u7684":95,"memory\u7684\u521d\u59cb\u72b6\u6001":94,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":92,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":94,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":95,"memory\u7684i":94,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":94,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"model\u505a\u5206\u652f\u7ba1\u7406":72,"model\u53ef\u4ee5\u901a\u8fc7":4,"model\u6765\u5b9e\u73b0\u624b\u5199\u8bc6\u522b\u7684\u9884\u6d4b\u4ee3\u7801":4,"name\u7ec4\u5408\u53ef\u4ee5\u627e\u5230\u672c\u6b21\u8bad\u7ec3\u9700\u8981\u7684\u6587\u4ef6\u8def\u5f84":114,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":118,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,58,60,64,65,66,68,69,71,75,77,97,98,122],"nfs\u7684\u90e8\u7f72\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":112,"normalization\u5c42":125,"normalization\u5c42\u7684\u53c2\u6570":125,"note\u7684\u4e66\u5199":72,"null":[51,98,109],"num\u51b3\u5b9a":107,"num_gradient_servers\u53c2\u6570":114,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":84,"only\u7684\u4e8c\u8fdb\u5236":85,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":99,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":99,"op\u5b9a\u4e49":99,"op\u6709\u8ba1\u7b97\u51fd\u6570":99,"op\u6ce8\u518c\u5b9e\u73b0\u5728":99,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":99,"opprotomake\u5b9a\u4e49":99,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":101,"org\u76ee\u524d\u9075\u5faa":72,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":92,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":100,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":114,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":100,"packages\u91cc\u9762":79,"packages\u91cc\u9762\u7684python\u5305":79,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":85,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":55,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":92,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":82,"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\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":113,"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\u7684dock":113,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":56,"paddle\u955c\u50cf":113,"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\u4e2d":[91,94],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":92,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":83,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":89,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[118,119],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":89,"paddlepaddle\u4e3ano":86,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":85,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":126,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":83,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":107,"paddlepaddle\u4f7f\u7528\u5747\u503c0":84,"paddlepaddle\u4f7f\u7528avx":79,"paddlepaddle\u4f7f\u7528git":72,"paddlepaddle\u4f7f\u7528swig\u5bf9\u5e38\u7528\u7684\u9884\u6d4b\u63a5\u53e3\u8fdb\u884c\u4e86\u5c01\u88c5":4,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u5185\u5bb9\u753116\u5b57\u8282\u5934\u4fe1\u606f\u548c\u7f51\u7edc\u53c2\u6570\u4e24\u90e8\u5206\u7ec4\u6210":84,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":84,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":102,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":88,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":107,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":88,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":85,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":107,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":126,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":92,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":98,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":92,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":83,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":85,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,89],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":88,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":126,"paddlepaddle\u5c06\u4f1a\u6839\u636e":119,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":119,"paddlepaddle\u5c06\u6839\u636e":118,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[118,119,120],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":119,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":72,"paddlepaddle\u63d0\u4f9b":87,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":85,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":89,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":90,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":82,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":82,"paddlepaddle\u6587\u6863\u4f7f\u7528":101,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":89,"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,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":82,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":84,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":107,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":118,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":83,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":101,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":101,"paddlepaddle\u7684\u6e90\u7801":97,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":85,"paddlepaddle\u7684bas":98,"paddlepaddle\u7684c":118,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":119,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u63a8\u5bfc\u548c\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":118,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":120,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":120,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":118,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":92,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":84,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":84,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":85,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":118,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":118,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":126,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":94,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":94,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":114,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":109,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":109,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":109,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":109,"passes\u8f6e":109,"patch\u53f7":72,"patch\u53f7\u52a0\u4e00":72,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":111,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":104,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":109,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":109,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":109,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":109,"period\u6574\u9664":109,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":109,"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,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":120,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":121,"pi\u7248\u672c\u7684\u5e93":120,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":120,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":120,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":120,"pi\u7cfb\u7edf\u7684\u7248\u672c":120,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":87,"pod\u4e2d\u7684\u5bb9\u5668\u5171\u4eabnet":112,"pod\u662fkubernetes\u7684\u6700\u5c0f\u8c03\u5ea6\u5355\u5143":112,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":126,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":107,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":107,"public":[14,18,31,46,48,53,70,73,75,76,77,98,99,100,113],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":86,"py\u4e2d":72,"py\u7a0b\u5e8f":88,"py_paddle\u91cc\u9762\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5de5\u5177\u7c7b":4,"pydataprovider2\u4f1a\u5c3d\u53ef\u80fd\u591a\u7684\u4f7f\u7528\u5185\u5b58":2,"pydataprovider2\u63d0\u4f9b\u4e86\u4e24\u79cd\u7b80\u5355\u7684cache\u7b56\u7565":2,"pydataprovider2\u662fpaddlepaddle\u4f7f\u7528python\u63d0\u4f9b\u6570\u636e\u7684\u63a8\u8350\u63a5\u53e3":2,"pydataprovider2\u7684\u4f7f\u7528":[1,3,82,126],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":82,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":72,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":88,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":79,"python\u5c01\u88c5\u7684\u5b9e\u73b0\u4f7f\u5f97\u6211\u4eec\u53ef\u4ee5\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u4f7f\u7528\u65b0\u5b9e\u73b0\u7684\u7f51\u7edc\u5c42":98,"python\u5e93yep":104,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":104,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":35,"reader\u8f93\u51fa\u7684data":35,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":114,"release\u9875\u9762":72,"request\u524d":97,"request\u7684":97,"request\u88ab\u5408\u5e76\u540e":97,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,57,58,59,62,63,64,66,68,70,73,75,76,77,84,89,92,95,98,100,114,125],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":92,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":92,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":94,"rnn\u6a21\u578b":126,"rnn\u76f8\u5173\u6a21\u578b":102,"rnn\u914d\u7f6e":93,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":109,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":92,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":94,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":109,"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,"sh\u8c03\u7528\u4e86":125,"short":[8,9,21,46,49,64,73,77],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":79,"size\u4e3a512":109,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":82,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":82,"size\u7684\u503c":2,"softmax\u5c42":124,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":98,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":82,"static":[28,38,56,73,75,122],"step\u51fd\u6570\u4e2d\u7684memori":94,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":94,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":119,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":91,"super":[64,98],"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,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,56,68],"tag\u4e3a":72,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":100,"tensor\u5230eigentensor":100,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":100,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":100,"tensor\u6a21\u5757\u5bf9el":100,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":99,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":100,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":100,"tests\u7684paddlepaddl":97,"tflops\u4e86":105,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":104,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":107,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":89,"trainer\u8282\u70b9\u4e2a\u6570":107,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":107,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,59,62,63,65,72,75,77,82,84,92,95,98,111,114,125],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"try":[32,33,36,37,38,47,51,65,73,79],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":56,"type\u6307\u5b9a\u4e3a":104,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":104,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":72,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":83,"unsupported\u6a21\u5757":99,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":109,"utf8\u7f16\u7801":124,"uts\u7b49linux":112,"v1\u7248\u672c":79,"var":[31,48,50,52,59,62,63,64,69,73,77,101],"vector\u662frank\u4e3a1\u7684tensor":100,"void":[31,36,38,46,48,53,54,55,56,62,63,74,75,76,98,99,100],"volume\u6302\u8f7d\u5230\u5bb9\u5668\u4e2d":112,"w0\u548c":125,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":125,"wheel\u5305":72,"while":[6,13,21,31,40,47,51,58,60,61,65,71,73,76,114],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":100,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":95,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":92,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":92,"x86_64\u548cmaco":79,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":89,"x\u548cwindow":118,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":89,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":114,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":114,"zero\u4e09\u79cd\u64cd\u4f5c":109,AGE:113,AWS:[13,35,112,115,116],And:[7,8,10,13,14,15,28,30,36,40,41,43,49,51,65,73,76],But:[8,9,13,21,30,48,73,79,122],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,54,57,58,60,61,62,63,64,65,66,68,69,70,71,74,75,76,78,103,105,122],IDE:96,IDs:[14,21,40,58],IRs:66,Its:[7,74],K8s:122,NFS:112,NMS:8,NOT:64,Not:[29,33,122],OPs:[66,67],One:[7,9,28,30,40,54,68,73],Ops:[69,71,75],PFS:44,QoS:113,Such:[53,64,77],TLS:[29,44],That:[8,13],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,43,45,46,51,54,56,57,58,60,62,63,64,65,66,67,68,71,73,74,75,76,77,78,98,99,100,103,106,114,123,126],Their:[8,33],Then:[8,9,48,53,63,103],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],These:[7,15,31,46,50,59,71,74,75],Use:[7,13,29,45,65,69,103],Used:[9,18,22,69,76],Using:[33,47,60,65,69,71,73],Will:[13,28],With:[8,9,47,62,77],YES:41,Yes:86,___embedding_0__:114,___embedding_1__:114,__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__:[42,49,59,64,77,98,103,104],__main__:[4,49,125],__name__:[4,49,125],__param_conf__:28,__rnn_step__:95,__square_error_cost_0__:114,__tmp_params__:28,__va_args__:70,__x:46,_binari:32,_create_global_var:64,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,99],_proj:8,_recurrent_group:95,_res2_1_branch1_bn:125,_source_language_embed:[95,124],_target_language_embed:[95,124],_test:32,_update_op:42,_value_index:51,a75:46,a_op:99,aaaaa:35,abbrevi:15,abc:8,abil:49,abl:[8,29,53,59,64,66,68,78,122],about:[9,15,31,32,41,45,57,65,66,73,75,76,103],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,57,58,59,60,62,64,66,68,75,77,103,105,122],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,60],accept:[6,8,13,29,69],access:[8,9,21,29,32,37,40,41,64,66],accessor:64,accord:[7,8,15,21,30,38,50,58,66,67,69,77],accordingli:[7,8],account:[69,122],accrodingli:36,accumul:[33,38,42,60],accur:[30,40],accuraci:[7,18,42],achiev:[60,76],acquir:47,across:[8,13,57],act1:51,act2:51,act:[8,9,21,22,31,51,58,64,66,68,77,82,89,90,92,95,106],act_output:75,act_typ:[51,126],action:66,activ:[9,21,27,32,51,58,64,66,71,75,82,89,90,95,126],activi:9,actual:[8,36,47,49,51,60,75,76],adadelta:[82,126],adagrad:[23,60,74,126],adagradoptim:59,adam:[23,29,38,49,84,126],adamax:23,adamoptim:[124,126],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,59,60,63,64,66,67,69,71,73,79,97,100,106],add_activ:64,add_bia:64,add_depend:32,add_execut:32,add_input:[57,98],add_memori:57,add_output:57,add_scalar:[31,58,62],add_sum:64,add_test:[32,98],add_to:83,add_two:[31,57],add_unittest_without_exec:98,addattr:[75,99],addbia:98,addcom:[75,99],added:[7,8,18,26,28,31,46,60,67,71,97],adding:71,addinput:[75,99],addit:[8,9,69,71,77],addition:57,addop:48,addoutput:99,addr:33,address:[33,38,66,68,122],addrow:98,addtolay:8,addtyp:75,admin:122,administr:[40,122],adopt:[46,49],advanc:30,advantag:[30,46,47,60,65],adversari:[49,65],affect:[8,31],affili:58,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,45,46,61,64,66,67,97,103],again:[29,33,60],age:[14,114],agg_level:[8,91,92],aggreg:42,aggregatelevel:[91,92],ago:32,alexnet_pass1:111,alexnet_pass2:111,algo_hrnn_demo:92,algorithm:[8,10,37,58,60,71,124],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,56,57,58,59,60,62,64,66,68,69,75,76,82,94,106,114,122],alloc:[6,38,41,76,100,106],allow:[29,38,47,60,66,71],allow_only_one_model_on_one_gpu:[108,109,111],along:[15,21],alpha:[32,71],alreadi:[32,33,47,64,66,67,73,79],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,57,58,60,61,62,63,64,65,71,73,75,76,77,105,122,126],altern:103,altogeth:122,alwai:[8,9,28,32,54,68,74,114],amazon:113,ambigu:65,amd64:112,amend:97,amount:21,analysi:103,ancestor:[62,64],android:118,android_abi:118,android_api:118,android_arm_neon:118,android_native_api_level:118,android_standalone_toolchain:118,android_toolchain:118,androideabi:118,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,46,47,53,54,58,60,64,65,66,67,68,70,71],announc:46,anoth:[8,13,28,29,31,41,47,58,64,73,75],anroid_arm_mod:118,answer:47,anyth:[13,58,65],anytim:49,anywai:103,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,57,61,69,72,77,78,88,103,104,105,107,114,117,118,122,123],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[95,126],apiserv:112,apivers:[112,113,114],appear:[47,50,76],append:[2,13,21,28,42,58,64,65,92,95,107,114],append_backward:[103,104],append_backward_op:[23,59],append_batch_s:21,append_gradient_machin:28,append_op:64,append_oper:64,appleyard:105,appli:[8,21,49,50,73],applic:[25,46,47,50,64,69,103,105,113,122],applyl1:36,approach:[8,60,61,66,67,71,122,126],appropri:66,approxim:[20,60],apt:[86,103,104],arang:21,arbitrari:[8,54,66],arch:118,architectur:46,archiv:[14,55,56],area:49,arg:[2,7,9,25,51,59,75,84,99,114,125,126],arg_nam:8,argpars:114,args_ext:114,argu:63,argument:[2,8,13,15,25,31,36,37,59,61,63,64,68,114,118],argumentpars:114,argv:125,arithmet:46,arm64:[118,119],arm64_standalone_toolchain:118,arm:[46,118,119,120],arm_soft_fp_abi:118,arm_standalone_toolchain:118,armeabi:118,armv7:[46,119],armv8:46,around:[2,8,40,64,122],arrai:[4,6,8,13,15,21,28,38,50,58,62,64,65,69,77,82,84,89,99,125],arrang:77,arrow:49,articl:[47,50,97],artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:60,ask:[33,40],assert:4,assign:[7,8,37,46,122],associ:[61,70],assum:[7,8,31,66],assumpt:66,astyp:[65,99],asyc:33,async:[33,108],async_count:[108,109],async_lagged_grad_discard_ratio:109,async_lagged_ratio_default:[108,109],async_lagged_ratio_min:[108,109],asynchron:33,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,62,63,64,75,82,83,84,95,99],attr_map:75,attrdesc:62,attribut:[8,9,21,27,31,62,67,69,73,75,77],attributemap:99,attrproto:75,attrtyp:[62,75,99],attrvalu:75,auc:[42,108],author:[44,112],auto:[31,36,55,63,69,73,77,85,98,99,100,105],automat:[8,29,38,48,59,66,67,69,75,103],avail:[33,38,46,47,67,68,122],averag:[7,8,11,28,37],average_test_period:[108,109],avg:[91,105,126],avg_cost:106,avgcost:126,avgpool:[8,126],avoid:[30,31,33,60,61,66,105],avx:86,awai:47,await:113,awar:[29,42,57,64,103],awk:107,aws:44,axes:21,axi:[8,21,82],axis:8,aync:67,azur:112,b2t:124,b363:113,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:113,back:[8,21,28,33,46,49,60,66],background:[7,8,71],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,59,60,61,63,70,71,98,99,106],backward_first:95,backward_op:30,backwardactiv:98,baidu:[47,113],bake:66,balanc:67,bandwidth:46,bare:[112,113,122],barrier:107,barrierstatset:105,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,59,60,66,69,70,71,76,77,96,103,106],baseactiv:9,baseev:28,basematrix:98,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[85,86,96,97,107,113,114],basic:[8,28,51,62,66,69,70,77],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,47,49,52,57,58,60,77,89,113,114,125,126],batch_0:125,batch_id:[28,49,89],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:[13,49,58,82,89,124,126],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,98],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:120,bdist_wheel:72,beacus:51,beam:[8,95],beam_gen:[8,95],beam_search:[28,58,94,95],beam_siz:[8,58,95,108,109,111],becaus:[7,8,14,29,31,32,33,38,46,58,61,64,65,71,73,74,77,78,92,103],becom:[67,73,76],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,60,61,65,71,79,82,99,103,122],begin:[7,8,18,36,38,42,45,50,58],beginiter:[28,29],beginn:95,beginpass:[28,29],begintrain:29,behind:[47,77],being:[21,40,47,63,65,103],belong:[7,8,66,73],below:[31,33,38,46,47,54,61,65,66,67,71,77,78],benchmark:54,benefit:[9,40,41,58],bengio:20,besid:[8,14,66],best:32,besteffort:113,beta1:[10,23],beta2:[10,23],beta:[49,125],better:[9,32,47,58,122],between:[7,8,15,21,28,32,33,38,46,47,56,61,66,67,68,70,73],bgr:[15,125],bi_gru:9,bi_lstm:9,bia:[8,9,21,58,64,98,125],bias:8,bias_attr:[8,9,21,64,82,84,92,95],bias_initi:21,bias_param_attr:9,biases_:98,biasparameter_:98,biassiz:98,bidi:113,bidirect:[8,9],bidirectional_lstm:83,big:[67,122],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:105,bin:[86,107,112,113,114],binari:[7,8,13,32,41,46,49,54,66,103],bind:[46,48,73,76],bit:[46,47],bitcod:119,black:49,blank:8,block:[8,34,36,38,42,43,47,53,57,59,66,67,76,100],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:[14,69,86,95,101,106,123],bool:[6,7,8,9,10,11,13,15,28,31,46,52,63,64,74,75,77,78,98,109,111],boost:76,boot:[8,94,95,122],boot_bia:8,boot_bias_active_typ:8,boot_lay:[92,95],boot_stat:77,boot_with_const_id:8,bootstrapp:122,borrow:[49,77],bos_id:[8,95],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,58,63,66,67,74,76],bottom:[28,126],bound:8,boundari:66,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,62,66,72,97],break_if:77,brief:[32,38,46,76,100],bring:47,broadcast:[21,33,69,122],broken:97,browser:103,bsd:96,buf:36,buf_siz:13,buffer:[13,36,54,60,65,73,106],buffer_s:13,buffered_read:65,bufsiz:13,bug:97,build:[8,14,32,41,50,51,60,66,71,72,75,85,96,97,101,103,104,107,114,115,116,118,119,120],build_dict:14,build_doc:101,build_model:49,built:[32,46,47,66,75,77,103,104,105,122],bunch:54,c11:55,c703c041:97,c99:56,c_pre_init:21,cach:[46,66,82],cache_pass_in_mem:[2,82],cachetyp:[2,82],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:84,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,57,58,59,64,66,69,70,73,75,76,77,103,104,105,114,126],callabl:[6,8,13,14],callback:98,caller:[30,103],calrnn:92,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,46,47,48,49,50,51,53,57,58,59,60,62,63,64,65,66,67,68,69,70,71,75,76,77,103,105,122],can_over_batch_s:2,cancel:40,candid:[8,58],candidate_activ:21,cannot:[68,69,73,77,79],cantain:51,capabl:[46,61,69],capac:71,capi:55,capi_prvi:56,caption:58,captur:8,care:[9,41,65,76,122],caret:28,carpedm20:49,carri:21,cast:46,cast_to_op_attr:75,cat:[13,15,86,107,114,125],categori:[8,14,33],categorig:14,categoryfil:113,caus:[33,45],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:15,center_crop:15,cento:[88,122],central:71,ceph:[13,35,112],cephf:[35,41,44],certain:[59,73,76],certif:[29,44,112],cffi:55,cfg:113,cgo:55,chain:[13,50],challeng:[8,33,47,52,76],chanc:[29,46],chang:[8,14,32,37,41,47,61,62,65,70,73,97],channel:[8,9,15,21,105],channel_shar:8,chapter:[57,58],chapter_data:57,chapter_out:57,check:[2,13,31,32,63,69,84,97,98,109],check_align:13,check_attr:75,check_eq:98,check_fail_continu:2,check_grad:[30,99],check_l:98,check_output:99,check_sparse_distribution_batch:[108,109],check_sparse_distribution_in_pserv:[108,109],check_sparse_distribution_ratio:[108,109],check_sparse_distribution_unbalance_degre:[108,109],checker:69,checkgrad:109,checkgrad_ep:109,checkmark:122,checkout:97,checkpoint:[63,67],checksum:44,child:31,chip:47,choic:[32,47],choos:43,chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:76,claimnam:114,clang:[46,55,97,118],clarifi:7,clariti:58,classic:8,classif:[8,20,50,126],classifi:[8,49,125],classification_cost:[66,82,92,126],classification_error_evalu:[7,126],classification_evalu:7,clean:[31,32,61,69,79,97],clear:[7,32,58,61,73],clearer:[61,64],clearli:73,click:103,client:[36,39,69,112],clip:[6,9,109,126],clock:8,clone:[8,85,96,101,103,104,118,120],close:[2,65,68,97],cloud:[32,33,41,44,45,68,69,122],cloud_read:13,cluster:[13,28,29,31,33,38,66,68,107,112,114],cluster_test_fil:107,cluster_train:[82,107,126],cluster_train_fil:107,cluster_train_v2:107,cmake:[56,79,85,96,97,99,101,103,105,118,119,120],cmake_build_typ:[103,118,119,120],cmake_c:[118,119],cmake_system_nam:[118,119,120],cmakelist:[32,98],cmatrix:[55,56],cmd:13,cnn:[8,113,126],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,59,60,61,63,65,66,67,69,70,71,75,77,98,113],codebas:69,coded_stream:84,codedinputstream:84,coeff:8,collabor:33,collect:[8,14,28],collectbia:98,color:[15,125],colour:14,column:[7,8,21,50,65,68,103],column_evalu:7,com:[8,9,14,32,49,85,96,97,101,103,104,106,112,113,118,120,122,125],combin:[7,8,9,13,23,28,59,69,73],come:[21,42,62,66,77],comma:[25,28,38],command:[13,25,32,36,41,45,96,98,103,111,113,114,115,116],commandlin:[105,114],comment:[32,51,75,92,114],commit:[32,113],common:[15,20,23,26,35,71,76],commonli:[45,71,103],commun:[33,38,39,66,67],compani:47,compar:[30,32,69],comparison:[32,47],compat:[46,48],compil:[8,32,51,53,66,70,74,75,78,96,107,118,119,120],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,54,69,103,113,114,122],complex:[9,40,58,69],complic:[8,48,65,66,77],compon:[51,66,77],compos:[13,29,48,51,57,64,69],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,46,47,51,54,59,60,66,67,68,70,73,76,78,99,100,103,106],computation:8,computationgraph:51,concat:[49,95],concaten:[8,9,49,57,77,82],concentr:69,concept:[7,29,47,48,49,51,57,58,60,61,62,68,73,77,78],conceptu:[47,49,51],concern:[29,42],concis:[49,77],conckerneltrac:25,concret:[69,76],concurr:[33,40,47,67],cond:[21,31,47,52,62],condit:[8,37,47,52,66,113],condtion:49,conf:[4,8,84,92,107,114,124,125],conf_paddle_gradient_num:114,conf_paddle_n:114,conf_paddle_port:114,conf_paddle_ports_num:114,conf_paddle_ports_num_spars:114,confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,58,89,98,108,109,111,112,113,114,122,126],config_:[36,109],config_arg:[108,109,111,125,126],config_bas:[7,8,28],config_lay:98,config_len:38,config_pars:[4,98],config_proto:38,configprotostr:84,configur:[8,21,28,36,38,40,41,47,51,64,67,76,90,98,122,124,125],confirm:45,conflict:[73,97],confus:[15,49],conll:14,connect:[9,21,41,66,67,80,113,122,126],connectionist:8,consequ:[8,9],consid:[7,8,20,63,76,122],consider:[8,9],consist:[7,8,14,15,37,54,62,65,69,70,75],consolid:31,constant:[8,20,21,51,53,68,84],constantiniti:21,constraint:[66,73],construct:[7,29,51,57,64,69,73,75,78],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,64,69,73,75],consum:[33,103],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,54,61,64,68,69,70,73,74,75,77,78,96,113,114],content:[38,45,54,58,101],content_dir:101,content_len:38,context:[2,8,9,14,73,74,76,82,95,99,100,106,112],context_attr:9,context_len:[8,9,126],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,126],continu:[7,33,54],contrast:8,contrib:71,contribut:71,contributor:69,control:[6,31,68,113,122],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,convers:[46,47,66],convert:[2,4,14,21,35,46,47,65,70],convlay:8,convolut:[8,9,13,21,22,49,64,76],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:97,coordin:[33,38],copi:[28,29,37,40,45,50,57,58,60,77],core:[6,18,51,56,60,61,77,106],coreo:122,corner:69,corpu:14,correct:[8,21,30,46],correctli:[7,13,46,49],corresond:46,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,57,58,64,68,69,70,71,75,76,84,103],corss_entropi:29,cortex:46,cos:[8,75],cosin:[8,21,75],cosineop:75,cosineopproto:75,cosineopprotomak:75,cost:[21,28,29,50,59,62,63,66,68,89,106],cost_id:8,cost_np:63,cost_val:66,could:[8,13,28,29,30,37,46,47,57,59,60,61,62,64,65,66,67,70,103],count:[7,33,41,42,63,65,105,107,109,111,113],counter:[25,33,37,50],cours:[7,41],covari:8,cover:47,cp27:88,cp27m:88,cp27mu:88,cpp:[30,36,48,55,56,61,67,69,78,84,92,98,105,114,126],cprofil:[103,104],cprofilev:[103,104],cpu:[2,6,8,30,41,46,60,61,66,68,69,71,72,76,96,99,100,103,105,106,111,113,114],cpu_avx_mkl:88,cpu_avx_openbla:88,cpu_per_p:68,cpu_per_train:68,cpudevicecontext:[76,99],cpuinfo:86,cpuplac:[76,99,100,106],cpusparsematrix:56,crash:[33,105],creat:[6,8,13,18,21,28,29,30,31,33,38,42,44,45,46,47,48,49,50,57,59,60,61,64,70,71,84,89,97,98,101,107,113,114,122],create_backward_pass:59,create_bias_paramet:98,create_block:64,create_cloud_job:68,create_doc_str:75,create_input_paramet:98,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,createfromconfigproto:4,creategradientoper:70,createop:75,createoper:31,createvari:31,creation:48,creator:[13,14,35,69,70],creator_:70,credenti:45,crf:76,critic:[49,103],crlf:97,crop:[15,76,125],crop_grad:76,crop_siz:[15,125],crope:15,cropgradkernel:76,cropkernel:76,cross:[8,64,84,118,119,120,126],cross_entropi:[8,29,49,68],cross_entropy_with_selfnorm:8,crt:[44,112],csc:98,csr:98,csv:[25,84],ctc:7,ctc_evalu:7,ctest:[85,96,97,99],ctor:64,ctrl:[96,107],ctx:[99,100],cublas_handle_:76,cublashandle_t:76,cuda7:88,cuda8:[85,88],cuda:[25,32,47,69,76,96,99,105,109],cuda_dir:[108,109],cuda_fp16:46,cuda_profil:25,cuda_so:[79,86],cuda_visible_devic:82,cudaconfigurecal:105,cudadevicecontext:[76,99],cudadevicegetattribut:105,cudaeventcr:105,cudaeventcreatewithflag:105,cudafre:105,cudagetdevic:105,cudagetdevicecount:105,cudagetdeviceproperti:105,cudagetlasterror:105,cudahostalloc:105,cudalaunch:105,cudamalloc:105,cudamemcpi:105,cudaplac:76,cudaprofilerstart:105,cudaprofilerstop:105,cudaprofilestop:105,cudaruntimegetvers:105,cudasetdevic:105,cudasetupargu:105,cudastream_t:76,cudastreamcr:105,cudastreamcreatewithflag:105,cudastreamsynchron:105,cudeviceget:105,cudevicegetattribut:105,cudevicegetcount:105,cudevicegetnam:105,cudevicetotalmem:105,cudnn:[8,11,32,76],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[108,109],cudnn_convt:8,cudnn_dir:[108,109],cudnn_handle_:76,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:76,cudnnhandle_t:76,cudnnplac:76,cudnnv5:85,cudrivergetvers:105,cuinit:105,cumtim:[103,104],cumul:8,cur_mem:58,curl:[13,112],curli:[31,50],current:[2,8,31,32,33,36,38,42,47,57,58,60,61,64,67,68,73,77,101,112,123],current_block:[62,64],current_oper:62,current_word:[82,95],currentcost:126,currentev:126,curv:29,custom:[23,29,41,46,49,58,60,69],custom_batch_read:65,cut:[67,77],cut_lin:13,cutoff:14,cv2:15,cxx:119,cxx_compil:[118,119,120],cxx_flag:119,cxx_flags_minsizerel:118,cxxabi_1:88,cycl:33,cyclic:8,cython:55,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,dalla:2,dandroid_abi:118,dandroid_arm_mod:118,dandroid_arm_neon:118,dandroid_standalone_toolchain:118,darwin:112,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,58,59,60,61,62,64,67,68,69,71,73,74,75,76,77,78,82,89,90,92,95,100,106,107,108,113,114,115,124,125,126],data_batch:82,data_config:4,data_dir:124,data_fil:15,data_i:49,data_lay:[2,36,82,92,126],data_layout:21,data_read:[13,65],data_reader_creator_random_imag:65,data_shar:77,data_typ:[13,14,54,74,78,89,90,95],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,106],dataflow:51,dataprovid:[1,82,84,114,126],dataprovider_:126,dataprovider_bow:126,dataprovider_emb:126,dataproviderconvert:4,datasci:8,dataset:[35,41,60,65,89,90,95,103,104,107,125],dataset_nam:15,datatyp:[14,18,74,78],dcgan:49,dcmake_build_typ:101,dcmake_install_prefix:[118,119,120],dcmake_system_nam:[118,119,120],dcuda_arch_nam:85,dcudnn_root:85,ddim:[76,100],dead:33,deal:122,deb:97,debug:[30,45,47,66,101,103,104],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,54,60,70,71,74,123],declar:[8,21,31,49,57],declear:21,decod:[8,9,94,95],decoder_boot:95,decoder_dim:58,decoder_group_nam:95,decoder_input:[58,82,95],decoder_mem:[58,95],decoder_prev:9,decoder_s:[82,95],decoder_st:[9,95],deconv:[8,49],deconvolut:[8,21],decor:[2,13],deduc:69,deep:[8,20,40,49,50,69,71,76,105,125],def:[2,4,8,13,29,30,35,41,42,48,49,51,57,58,59,64,65,75,77,82,84,89,92,95,98,99,114,125,126],def_block:49,default_block:49,default_decor:114,default_devic:111,default_main_program:[18,106],default_param_attr:64,default_st:77,default_startup_program:[18,106],default_valu:111,defaultinfervartyp:53,defect:61,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,57,62,64,65,67,69,73,75,76,77,82,89,99,103,106,126],define_py_data_sources2:[2,84,125,126],definit:[31,33,37,43,62,66,70,75,77,103,106,124],definiton:48,degre:8,delai:[60,76],delet:[41,44,97,123],delimit:[7,84],deliv:122,delta:[8,30],delv:[8,20],demand:[33,76],demo:[4,8,14,69,113,115,124,125,126],dens:[8,13,38,39,74],dense_arrai:13,dense_vector:[2,4,13,89,90],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,43,51,63,66,67,74,122],dependent_var:63,deploi:[8,122],deploy:[51,54,69,122],deprec:8,depth:[31,47],dequeu:67,deriv:[5,29,52,59],desc:[31,54,64,75,77],desc_:31,descend:77,descent:[8,33,60],descproto:54,describ:[29,31,32,37,54,57,58,61,62,64,69,74,75,78,113],descript:[7,31,32,53,54,70,74,78,114],deseri:[28,54,61],deserializ:69,desgin:50,design:[8,13,20,36,55,60,71,122],desir:[13,33,60,113],destin:[38,45],destroi:31,destruct:73,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,54,57,64,66,68,71,73,77,78,103,122],detect:[53,97],detection_evalu:7,detection_output:7,determin:[8,13,31,69],dev:[69,79,86,96,97,103,104,118,122],dev_ctx:31,develop:[32,47,53,61,64,70,72,97,103,106,119],deviat:[6,20],devic:[6,42,43,46,51,61,66,68,69,79,86,100,106,111],device_context:99,devicecontext:[31,99],deviceid:111,devid:8,dhcp:122,diagram:57,diamond:49,dic:15,dict:[2,7,14,28,64,68,84,92,114],dict_dim:[82,92],dict_fil:[7,92],dict_siz:[14,36,58],dictionari:[2,7,8,14,28,29,30,64,68,82,126],dictrionari:126,did:61,diff:97,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,58,60,63,66,67,68,70,73,77,103],differenti:48,difficult:[7,30,47],difficulti:20,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:99,dim1:99,dim:[8,13,36,54,57,69,74,76,78,98,99,100,124],dim_:[76,100],dimens:[5,8,9,11,13,21,49,69,74,76,77,82,100],dimension:[8,21],dimes:8,dios_arch:119,dios_enable_bitcod:119,dios_platform:119,dios_use_veclib_for_bla:119,dir:[114,118,125],direct:[8,9,15,47,60,103],directli:[9,20,23,26,32,39,41,46,61,66,75,77],directori:[8,32,35,40,44,45,76,97,101,105,113,123],disabl:84,disadvantag:[60,64],discard:[13,33,37,58,97,109],discexp:84,discount:8,discov:33,discret:8,discrim:49,discuss:[29,31,37,38,39,66,76],disk:54,dispatch:[61,66],displai:[41,45],dist:[72,79,85],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,67,68,69,78,109,115,116,122],distribute_test:[108,109],disucss:29,div:21,divid:[8,10,42,43,75,78,103],diy_beam_search_prob_so:[108,109],do_forward_backward:65,doc:[4,13,51,57,77,99,101,107,114],doc_cn:101,docker:[72,79,85,86,97,101,107,113,114,115,116,118,122],docker_build:29,docker_clust:107,docker_push:29,dockerfil:[96,97,114,118,120],document:[8,9,30,44,47,50,57,58,66,69],documentari:2,doe:[9,33,37,38,40,41,46,51,57,61,64,66,67,69,70,71,106],doesn:[6,8,13,29,31,65,68,103],dog:125,doing:[36,40,50,66],don:[9,29,32,48,50,65],done:[7,8,9,32,33,37,38,53,54,60,66,70,71,97,103,105,114],dot:[8,9,99],dot_period:[109,111,114],dotmuloper:8,dotmulproject:8,doubl:[46,50,66,99,109],down:105,download:[14,32,33,36,40,44,113,122],doxygen:97,dozen:32,dpython_execut:79,dpython_include_dir:79,dpython_librari:79,draw:58,drive:73,drop:[8,9,21,58],drop_fc:83,drop_rat:[6,83],dropout:[6,9,83],dropout_prob:21,dropout_r:[8,83],drpi_arm_neon:120,drpi_toolchain:120,drwxr:113,dst:38,dtoh:105,dtype:[4,18,21,51,64,84,106,125],due:[37,40,49,58,64,103,104],dummi:[28,37],dump:54,duplic:[21,67],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,60,69,122],duse_eigen_for_bla:118,dwith_c_api:[56,118,119,120],dwith_doc:101,dwith_gpu:[85,101,120],dwith_mkl:101,dwith_profil:105,dwith_python:[56,120],dwith_swig_pi:[56,118,119,120],dwith_test:[85,99,119],dwith_tim:105,dynam:[2,38,56,57,65],dynamic_cast:98,dynamic_recurrent_op:77,e2e:122,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,57,58,61,63,64,65,66,67,69,70,73,74,75,76,77,103,122],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,58,60,65,69,71],easier:[29,46,47,65,67,77],easili:[29,49,65,70,73,76],ec2:112,echo:[79,86],edg:[15,68],edit:7,editor:64,edu:[14,113],effect:[8,28],effici:[8,54,65,66,76],effort:66,efg:8,eigen:[46,60,69,71,76,99],eigen_device_:76,eigen_use_gpu:99,eigenmatrix:100,eigentensor:100,eigenvector:100,either:[8,9,13,28,29,49,52,53,57,60,66,71],electron:113,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,58,67,68,69,99],element_typ:38,elementari:69,elementwis:21,elif:[29,75],els:[29,36,41,47,49,52,53,66,67,73,75,86,92,98,125],emac:96,emailweixu:32,emb1:[36,92],emb2:[36,92],emb:[82,84,92,113,126],emb_group:92,emb_para:84,emb_param_fil:84,emb_sum:82,embed:[29,31,36,53,58,67,74,77,84,95,124],embedding_lay:[36,82,92,126],embedding_nam:[8,95],embedding_s:[8,95],empir:8,emplace_back:98,emploi:75,empti:[7,13,33,58],emul:46,enabl:[6,8,31,32,37,51,67,96,105],enable_grad_shar:[108,109],enable_parallel_vector:109,enableonstart:25,enc_proj:[9,95],enc_seq:9,enc_vec:95,encapsul:[38,68],encod:[9,37,58,92],encoded_proj:[9,95],encoded_sequ:[9,95],encoded_vector:95,encoder1:92,encoder1_expand:92,encoder1_rep:92,encoder2:92,encoder2_rep:92,encoder_ctx:58,encoder_ctx_expand:58,encoder_ctx_proj:58,encoder_dim:58,encoder_last:8,encoder_out_seq:58,encoder_s:95,encount:36,encourag:66,end2end:122,end:[7,8,28,31,51,58,61,65,73,95,97],end_pass:29,end_po:8,endforwardbackward:28,endian:54,enditer:[28,29,89],endpass:[28,29],endpoint:[13,35],endtrain:29,engin:41,english:8,enough:31,enqueu:67,ensembl:9,ensur:[33,73],enter:31,enterpris:69,entir:[8,9,38,40],entiti:[7,31,73],entranc:43,entri:[13,37,41,53],entropi:[8,64,126],entry_point:41,enueu:67,enumer:[5,84],env:[82,101,103,104,114],environ:[29,68,79,103,105,113],environmenterror:107,eol:97,eos_id:[8,95],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,77,92,99],equat:[7,8,9,10,21,99],equival:[29,31,47,52,75,122],error:[6,7,8,9,21,29,30,37,45,46,47,73,79,84,109,126],error_clipping_threshold:[6,82],especi:[8,9],essenc:29,essenti:[8,29,43,46],estim:[8,29,60,67],eta:113,etc:[7,13,21,31,42,60,65,66,73,122],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:114,euclidean:8,eval:[7,18,31,42,49,68,69,126],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,43,51,63,66,68,105,106],evaluate_difficult:7,even:[29,46,47,64,65],evenli:38,event:[89,113],event_handl:[28,29,89],eventu:[66,77],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,57,64,67,73,75,106],everyth:[49,66,67],evid:61,evolv:47,exactli:[8,9,82],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,57,58,61,62,64,65,67,69,70,71,74,76,77,103,106,125],exc_path:79,exceed:8,except:[8,14,40,47,50,77],exchang:61,exclud:8,exclude_mod:8,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:[106,112],execut:[32,33,37,41,42,43,49,51,68,70,103],executioncontext:[99,100],executor:[16,18,42,46,47,49,59,62,103,104,106],exist:[29,31,33,45,47,58,64,65,68,70,75,76,77,100],exit:[38,45,113],exp:84,expand:[58,92],expand_a:[8,91,92],expand_lay:92,expand_level:[8,91],expandconvlay:8,expandlevel:91,expans:8,expect:8,experi:54,expert:32,expir:33,explain:[7,33,47,48,50,103],explan:[8,30,41,66,73],explicit:[77,98],explicitli:[29,66,68],explor:[8,58,71],expon:8,exponenti:5,expos:[39,54,76,77],express:[29,42,51,67],extend:[7,60,67,77],extens:[40,58,67],extent:56,extern:[32,55,56,69],external_librari:32,extra:[6,8,9,66,71,76,122],extra_lay:28,extraattr:[6,111],extraattribut:8,extraattributenon:8,extract:[7,8,47,61,66,124,125],extract_fea_c:125,extract_fea_pi:125,extralayerattribut:[6,9,82,83],extralayeroutput:9,extrem:[8,47],f1205:84,f120da72:113,fa0wx:113,fabric:107,face:[32,71],fact:[47,62,64],factor:[6,10,21],factor_s:8,factori:55,fail:[33,37,58,68,79,84,109,113],failur:[33,38],fake:49,fake_imag:65,faked_imag:49,fall:[46,63],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,57,62,63,65,74,78,82,89,90,92,95,98,99,107,111,113,124,126],false_block:[31,52,62],false_label:65,false_neg:42,false_posit:42,false_read:65,fan_in:20,fan_out:20,faq:117,far:77,fashion:66,fast:[8,37,47,105],faster:[8,9,26,33,47],fastest:47,fault:[28,37,69],fbd1f2bb71f4:113,fc1:[51,68,98,111],fc1_bia:51,fc1_weight:51,fc2:[51,68,111],fc3:[51,111],fc4:111,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[64,75,82,84,92,111,126],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:98,fcop:48,fdata:92,fea:125,fea_output:125,feasibl:60,featur:[2,5,8,13,14,46,51,66,97,125],feed:[9,28,29,50,57,66,68,71,89,106],feed_dict:[49,68],feed_list:106,feeder:[13,106],feedforward:20,festiv:2,fetch:[14,33,36,63,66,79,97,106],fetch_list:106,fetch_op:63,few:[32,33,60,65,66,74],fewer:[8,64],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,54,63,70,74,75,82],fifth:50,figur:[29,32,47,49,57,64,66,67,124],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,54,56,65,66,69,76,78,97,99,106,122,125],file_list:2,file_nam:[84,92,125,126],file_typ:13,filenam:[2,15,35,64,82,103,104],fileoffset:44,filesystem:[40,41,44,66],fill:[8,21,33,37,47,64],fill_zero_grad:69,filter:[8,9,21],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],find_var:30,findop:31,findvar:[31,73],fine:[6,37,48],finish:[33,37,40,41,75,113],first:[8,21,28,29,31,33,37,40,41,45,47,49,50,51,57,58,62,63,64,66,69,74,75,76,77,99,100,122,126],first_seq:95,firstli:[7,8],firstn:13,firstseen:113,fit:[14,46,54,58,69],five:62,fix:[6,8,55,66,97,103],flag:[8,14,21],flatten0:51,flatten:[51,62,64,100],flatten_result:82,flexibl:[8,9,29,38,47,50,57,58,60,65,66,76,77],flip:15,flist:107,float16_t:46,float32:[4,13,21,46,48,49,64,65,84,99,106,125],float_16:21,float_to_half_rn:46,floor:[8,84],flow:[21,31,57,72],fluid:[18,20,21,22,23,25,26,76,103,104],fmt:84,fname:84,focu:[51,103],folder:[32,35,41,45],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,46,47,48,49,50,51,52,53,57,58,60,62,63,64,65,66,67,69,70,71,73,74,75,76,77,103,106,115,116,122],forbid:29,forc:64,force_load:55,forest:31,forget:[10,29],forget_bia:21,fork:8,form:[8,9,42],format:[7,13,14,15,21,25,28,30,37,46,47,58,77,90,97,98],former:[29,32,47,60],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,54,59,61,62,65,69,70,71,74,98],forward_op:30,forwardactiv:98,forwardbackward:28,forwardtest:4,found:[46,62,71,73],four:[7,42,47,50],foward:63,fp16:[46,69,78],fp32:[69,78],fp64:78,fparam:84,fpga:[68,106],fpgadevicecontext:76,fpgaplac:76,frac:21,frame:[7,69,77],framework:[29,31,42,46,47,51,60,62,69,71,73,75,76,99,103,104,106],free:[14,76,122],frequenc:14,frequent:[37,65,69,71,76],fresh:[40,68],friend:73,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,57,58,59,61,62,64,65,66,67,68,69,70,73,76,77,79,94,99,100,103,104,105,113,122,124,126],from_no_sequ:[8,91],from_sequ:[8,91],from_tar:28,fromfil:[65,84,125],fromstr:84,front:51,fuction:25,fulfil:105,full:[8,33,40,57,60,122],full_matrix_project:[9,92,95],fulli:[21,66,67,122,126],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,64],fullyconnectedlay:98,func:[2,13,37,70],funciton:[9,21],functor:[48,51],fundament:[46,67,69],further:[8,75,122],furthermor:68,futur:[8,40,46,57,66,69,123],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,gamma:125,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,92],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gather:[8,61,99],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,55,69,85,96,103,118,120],gcc_3:88,gce:112,gcepersistentdisk:112,gcreators_:75,gen:8,gen_proto_pi:101,gen_rand_param:84,gender:[14,114],gendrated_id:58,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,60,62,63,64,65,66,67,69,70,74,75,76,77,105,111,114,124],generated_id:58,generated_scor:58,generated_word_embed:8,generatedinput:[8,94,95],genr:114,gereat:7,get:[2,7,8,13,14,28,30,31,32,33,37,38,40,41,44,47,49,51,57,58,64,68,69,70,73,75,76,77,86,98,103,104,107,113],get_all_op_proto:75,get_block:64,get_cloud_job:68,get_config_arg:111,get_data:[113,126],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:98,get_model:125,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:82,get_shap:28,get_support:[79,88],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getbatchs:98,geteigendevic:100,getenv:[29,41,107,114],gethostbynam:114,gethostnam:114,getidmap:114,getinfervartyp:53,getinput:98,getinputgrad:98,getinputvalu:98,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:98,getoutputvalu:98,getparam:36,getparameterconfig:36,getparameterptr:98,getparameterspars:36,getparametersremot:36,getplac:[76,99,100],getpodlist:114,getsiz:98,gettask:37,gettranspos:98,getw:98,getweight:98,getwgrad:98,gist:9,git:[72,79,85,96,97,101,118,120],github:[9,32,49,85,96,97,101,103,104,106,118,120,125],give:[2,33,57,64,69],given:[8,13,21,28,38,40,47,48,49,58,65,67,68,71,77],glibc:[118,120],glibc_2:88,glibcxx_3:88,glide:32,global:[6,21,23,29,31,32,33,51,61,68,69,73,75,76,96,105],global_block:64,global_learning_r:6,global_pool:21,global_step:23,globalstat:105,globalstatinfo:105,globe:2,glorot10a:20,glorot:20,glusterf:112,gnueabihf:120,go_librari:32,go_test:32,goal:[46,50,69],gob:37,godep:32,godoc:55,goe:[9,33,47,52,73,106],going:[48,60,103,122],golang:32,good:[47,49,60,65,71,103,122],googl:[29,69,84,103,104,118],googleapi:112,got:73,gprof:104,gprotos_:75,gpu:[6,8,11,30,41,42,46,60,61,66,68,69,71,72,76,79,86,88,90,96,105,106,107,111,122,125],gpu_id:[82,109,111],gpu_per_train:[66,68],gpudevic:76,gpugpu_id:108,gpukernel:69,gpustarttimestamp:25,grab:33,grad:[30,38,74,109],grad_op_class:69,grad_op_maker_:70,grad_op_typ:[69,70],grad_op_type_:70,grad_share_block_num:[108,109],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,59,60,61,69,74,103,107,109,114,126],gradient_clipping_threshold:[6,82,126],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,56],gradientmachin:[4,28,56,61,114],gradientmachine_:36,gradopdescmak:[53,70],gradopdescmakerbas:70,gradopmak:70,grai:15,grain:48,gram:124,grandient:28,graph:[8,21,28,31,32,33,42,43,47,49,57,60,62,66,68,78],great:[67,122],greater:[8,60],greaterthan:75,green:49,grep:[86,107],gridsize3d:25,groudtruth:95,ground:[7,8],group:[9,21,22,37,51,76,122],group_input1:95,group_input2:95,group_input:[92,95],grouplen:14,grpc:122,gru:[8,58,126],gru_bias_attr:9,gru_decod:95,gru_decoder_with_attent:95,gru_encoder_decod:124,gru_layer_attr:9,gru_memori:9,gru_out:58,gru_siz:126,gru_step:[58,95],gru_step_lay:9,grumemori:[9,83,95],gserver:[8,98],gsizex:105,guarante:64,guard:36,guest:88,gui:103,guid:[25,44,69,113],gzip:[13,37,113],h0_bn:49,h_prev:31,hadoop:[13,29],half:46,half_to_float:46,hand:[69,76],handi:32,handl:[13,29,41,51,61,65,66,68,73,76,77,106],handler:[28,31],happen:[37,75],hard:[47,58,66,67,77],hardwar:[47,76],harvest:126,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,54,58,62,66,67,68,69,74,75,76,105,106,122],has_kei:28,has_selected_colum:8,hasdependentvar:63,hasn:47,hassubseq:92,have:[8,9,13,29,30,31,32,33,37,38,40,41,46,47,48,49,50,54,57,58,60,61,62,64,65,66,67,68,69,70,73,74,76,78,122],haven:47,hdf:[13,35],head:[99,107],header:[38,54,56,69,76,84,125],headip:107,height:[8,13,15,31,55,65,84,98,99],height_:74,held:33,hello:29,help:[4,8,21,31,45,47,51,58,65,69,77,97,103],helper:[8,21,66,70,77],henc:[60,64,66,70,71,73],here:[6,7,8,9,13,29,32,33,39,45,47,50,51,57,65,71,75,107,122],heterogen:[66,67],heurist:[8,58,67],hidden:[8,9,59,66,83,84],hidden_a:84,hidden_b:84,hidden_dim:[21,92],hidden_out:31,hidden_s:9,hierach:94,hierarch:[8,62,64,69,92],hierarchi:69,high:[6,20,46,76,122],higher:[48,57,77],highest:[13,31],highli:[14,77],him:29,hint:[4,67,103],his:68,histor:48,histori:10,hl_get_sync_flag:98,hold:[29,33,37,39,46,49,51,53,68,73,75,76,100],holder_:[76,100],home:[35,45,66,68,86,103,104,107,113,114],honor:37,hook2:92,hook:[6,92],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,113],host_c:[118,119,120],hostfil:107,hostnetwork:114,hostpath:[112,113,114],hot:126,hous:[2,14,90],how:[6,8,21,29,31,33,37,45,47,48,51,57,58,61,66,71,75,103],howardjohnson:92,howev:[8,9,30,40,47,60,61,64,65,66,70,71,74,75,76],howto:[107,114],hpp:[46,55],html:[14,20],htod:105,http:[8,9,13,14,20,32,41,49,85,86,96,97,101,103,104,106,107,112,113,118,120,122,125],huber:8,huge:60,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,71],hyperplan:13,i1116:114,i1117:105,i386:119,iOS:119,icc:47,ics:14,id_input:7,id_rsa:107,idea:[32,47,60,65,71,103],ideal:66,ident:[8,70],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:114,ids:[7,8,21,58,82],idx:[37,49,98],ies:45,ifels:[31,62],ifelseop:62,ignor:[2,8,21],iil:84,illustr:[7,33,38,48,57,66,68],ilsvrc:125,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,58,59,62,65,68,96,97,113,114,115,116,122,125],image_a:65,image_b:65,image_fil:65,image_h:21,image_lay:65,image_list_provid:125,image_nam:29,image_path:65,image_reader_cr:65,image_s:125,image_w:21,imagenet:[8,20,35],imagepullpolici:114,imageri:8,images_reader_cr:65,imagin:50,img2label:15,img:[2,8,9,66],img_conv_lay:9,img_pool_lay:9,imgsiz:105,imgsizei:105,imgsizex:105,immedi:[60,71],immutable_paramet:29,impel:76,imperfect:69,implement:[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],implemet:36,impli:32,implicit:68,imposs:[58,122],improv:[8,67,69,103],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inc_path:79,includ:[7,8,9,14,15,23,29,31,32,38,41,46,47,49,51,55,56,57,58,62,64,69,75,97,99,103,105,118,119,120],inclus:58,incorpor:8,incorrect:8,increas:[33,37,46,84],increment:[42,50],incupd:98,inde:13,independ:[8,30,38,68,73,76,122],index:[7,8,11,13,14,21,28,30,31,33,37,62,64,77,92],indexslot:8,indic:[7,8,21,31,38,49,57,62,70,74,76,77],indice_map:77,indices_map:77,individu:33,industri:[33,54,122],ineffici:61,infer:[15,29,31,33,42,47,52,53,55,63,64,68,69,74,90],infer_shap:64,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,64,69,99,100],infershapecontext:[99,100],infervartypefn:53,info:[7,8,14,46,57,89,92,98,107,114,122],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,64,66,71,73,74,103],infrastructur:47,inherit:[31,59,69,76],ininst:29,init:[6,20,28,31,49,57,58,66,89,90,98,107,114],init_attr:64,init_from_tar:28,init_hook:[92,126],init_model_path:[108,109,111,124,126],initi:[2,6,8,9,14,16,21,28,32,37,42,50,57,60,64,66,67,71,75,77,90,106,109,126],initial_max:[6,84],initial_mean:[6,8,84],initial_min:[6,84],initial_std:[6,8,84],initialize_op_attr:64,initpaddl:4,initrd:122,inlcud:9,inlin:[76,100],inner:[8,82,92],inner_:92,inner_mem:92,inner_param_attr:9,inner_rnn_output:92,inner_rnn_st:92,inner_rnn_state_:92,inner_step:92,inner_step_impl:92,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:100,input1:[8,9,100],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,57,58,60,61,63,64,65,66,67,68,69,70,73,75,76,77,82,83,84,89,90,91,92,94,95,98,99,100,106,111,114,124,126],input_conf:8,input_data:98,input_data_target:98,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:98,input_id:8,input_imag:9,input_index:98,input_label:98,input_lay:98,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:98,input_sequence_label:98,input_sparse_float_value_data:98,input_sparse_non_value_data:98,input_t:98,input_to_check:30,input_typ:[82,92,126],input_valu:30,input_var:[30,64],inputbuff:36,inputdef:98,inputgradi:70,inputlayers_:98,inputs_to_check:30,inputtyp:13,insert:[63,69,70,97],insid:[7,9,21,33,42,61,65,66,67,69,70],instal:[8,41,72,79,85,86,88,90,97,101,103,104,107,113,118,119,120],install_android:118,instanc:[8,30,31,33,35,39,43,52,57,58,60,64,66,69,70],instanti:[33,43,106],instead:[8,9,11,13,32,36,41,46,47,50,51,66],instrins:46,instruct:[31,50],int16:78,int32:[62,77,78,109],int64:[44,74,78],integ:[2,7,8,13,21,37,41,46,55,58,89,126],integer_sequ:82,integer_valu:[2,13,82,89,92,126],integer_value_sequ:[2,13,58,92,95,126],integer_value_sub_sequ:92,integr:[7,122],intel:[47,76],intellig:[20,43],inter:[8,66],interact:8,intercept:8,interchang:[50,69],interest:46,interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,61,69,70,76,122],intergr:8,intermedi:[45,49,59,66],intern:[8,9,20,23,28,46,103,104],internet:[32,33,122],interpret:[7,47],interv:8,intrins:46,introduc:[8,15,31,33,49,54,71,73,75,103],intuit:[40,69],invalid:[65,73],invent:47,invoc:[32,47,48,69],invok:[2,8,18,28,61,64,66,67,69,70,75,105],involv:58,iob:7,ioe:7,ios:119,ios_arch:119,ios_deployment_target:119,ios_development_root:119,ios_enable_bitcod:119,ios_platform:119,ios_sdk_root:119,ios_use_veclib_for_bla:119,ip_str:114,ipc:112,ips:114,ipt:[8,64,75,84,92,95],ipx:122,ipython:29,is_color:15,is_gener:124,is_loc:28,is_predict:126,is_revers:21,is_seq:[8,95],is_spars:21,is_stat:[6,84],is_target:63,is_tensor:75,is_test:[21,125],is_traget:63,is_train:[2,15],isinst:[4,89],ispodallrun:114,isspars:98,issu:[32,49,68],issue_numb:97,istag:72,item:[8,13,28,40,46,65,90,114,122],iter:[2,8,9,10,13,28,29,33,47,60,65,66,77],iter_multiple_input_and_param:64,its:[2,8,9,20,26,28,29,30,31,33,37,42,47,49,50,51,53,54,57,58,60,61,63,64,69,70,73,74,75,76,105],itself:[33,40,60,73],ivs:75,java:[31,55,62,69],jeremi:105,jian:20,job:[14,40,66,68,69,108,109,111,112,114,125,126],job_dispatch_packag:107,job_id:14,job_mod:124,job_nam:[41,114],job_namespac:114,job_path:114,job_path_output:114,job_workspac:107,jobnam:114,jobpath:114,jobselector:114,jobserv:41,join:[33,92],jointli:9,jpg:[15,125],json:[51,113],jth:9,judg:8,juditski:60,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,60,61,64,65,66,69,70,71,73,74],jypyt:29,k8s:[114,122],k8s_data:114,k8s_job:29,k8s_token:29,k8s_train:114,k8s_user:29,kafka:35,kaim:20,kaimingh:125,kebilinearinterpbw:105,kebilinearinterpfw:105,keep:[8,13,15,20,33,47,50,58,60,64,73,75,122],keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,69,70,75,77,96,97,105,112,114],kept:[8,64],kera:71,kernel:[8,30,46,47,60,71,74,76,99,100],key1:109,key2:109,keyword:[64,114],kill:33,kind:[29,30,33,39,50,59,76,78,112,113,114],know:[29,37,54,103],known:[21,31,47,48,57],kriz:14,kselectedrow:74,ksimonyan:9,kube:112,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeadm:112,kubectl:[107,112,113,114],kuberent:33,kubernet:[29,33,69,102,107,114,115,116,122],kubernetes_service_host:29,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,64,75,92,126],kwd:25,l1_rate:6,l1_regularization_op:71,l2_rate:6,l2_regularization_op:71,l2_sim:8,l2regular:[82,126],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,59,62,65,66,67,68,82,89,92,106,113,125,126],label_dim:[8,92,126],label_fil:65,label_lay:65,label_path:65,labelselector:114,lag:109,lake:2,lambdacost:8,lambdarank:8,lan:107,languag:[8,14,50,69,73,124],larg:[11,14,54,60,66,67,97],larger:[6,7,8],larger_than:[31,52,62],last:[7,8,9,21,47,57,62,91,92],last_seq:[58,92],last_time_step_output:8,lastseen:113,latenc:[8,46,66],latent:8,later:[32,47,69,71,76,100,123],latest:[8,31,32,33,40,79,86,97,101,113,114],latter:[60,77,103],launcher:29,layer1:[8,9,82,91],layer2:[8,82,91],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,59,60,62,65,66,67,69,71,75,76,77,82,84,89,90,91,94,95,98,106,125,126],layer_0:98,layer_att:83,layer_attr:[8,82,83,95,111],layer_num:[111,125],layer_s:8,layer_typ:8,layerbas:98,layerconfig:98,layergradutil:98,layerhelp:[21,64],layermap:98,layeroutout:8,layeroutput:9,layers_test:79,layout:15,lazi:[60,71],lbl:7,leaki:49,learing_r:59,learn:[6,7,8,9,10,14,29,38,40,49,50,58,60,65,66,67,68,69,71,76,86,105,123,125],learnabl:28,learning_method:[124,126],learning_r:[6,23,38,66,82,84,106,124,126],learning_rate_arg:84,learning_rate_decay_a:84,learning_rate_decay_b:84,learning_rate_schedul:84,leas:33,least:[7,33],leav:31,lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:75,len:[2,8,38,44,47,64,90,92,98,114,126],length:[8,9,13,14,15,21,38,46,54,57,58,69,77,113],less:[8,29,122],less_than:29,let02:113,let:[7,8,29,31,40,48,50,57,58,59,70,76,103],level:[6,8,20,21,46,48,51,54,57,58,76,77,78,94],lgtest:32,lgtest_main:32,lib64:[79,86,109],lib:[56,85,103,104,118,119,120],lib_path:79,libapi:32,libari:56,libc:88,libcuda:[79,86],libgcc_:88,libgoogl:[103,104],libnvidia:[79,86],libpaddl:[55,56,69,97,103,104],libpaddle_capi:56,libpaddle_gserv:56,libpaddle_math:56,libprotobuf:84,librari:[8,32,39,56,66,109],libstdc:88,life:33,lifecycl:122,lifetim:73,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,47,48,49,50,51,53,60,64,65,69,70,71,73,74,77,103,106,122,125],limit:[8,13,21,47,54,58,69,71,84,105],linaro:120,line:[2,7,13,25,32,36,41,45,50,60,62,64,69,71,82,84,92,97,103,111],line_break:13,line_count:84,linear:[8,21,58,82,84,89,90],lineno:[103,104],link1:46,link2:46,link:[8,9,32,44,45,73,94,122],linux:[13,44,88,96,112,118,120],linux_x86_64:[72,79,88],lipeng:124,lipo:119,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,59,61,64,68,70,73,77,82,103,104,111,125,126],listdir:107,listen:33,littl:[38,47,54],live:106,load:[15,29,33,49,64,66,114,125],load_and_transform:15,load_data_arg:4,load_featur:125,load_feature_c:125,load_feature_pi:125,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[108,109,111,124],load_mnist:49,load_paramet:84,loadparamet:4,loadsave_parameters_in_pserv:[36,108,109],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,57,62,64,69,85,103,108,109,114],local_scop:30,localhost:[86,101,112],localip:114,localpath:45,locat:[8,28,32,47,77],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:[37,45,49,66,80,84,88,98,107,109,113,114],log_barrier_abstract:[108,109],log_barrier_lowest_nod:[108,109],log_barrier_show_log:[108,109],log_clip:[108,109],log_error_clip:[108,109],log_period:[109,111,113,114,126],log_period_serv:[108,109],logarithm:5,logger:[2,92],logic:[40,49,53,59,61,66,67,73,77],logist:126,logit:49,longer:[33,66],look:[2,7,31,41,47,50,60,64,70,71,106],lookahead:8,lookup:[21,53,58,106],lookup_t:21,loop:[30,31,47,65,73],loop_var:77,loss:[8,23,49,51,59,60,71,126],lot:[58,60,64,66,71,122],low:[8,20,59,76,77],low_rnn:57,lower:[8,46,57,58],lower_level_rnn:57,lpaddle_capi_shar:56,lpaddle_capi_whol:56,lrelu:49,lstm:[8,92,95,113,126],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,92],lstm_group_input:92,lstm_input:92,lstm_last:92,lstm_layer_attr:9,lstm_nest_group:92,lstm_output:92,lstm_size:126,lstm_step:9,lstmemori:[9,83,92,95],lstmemory_group:[8,83,92],lstmemory_unit:83,ltr:8,mac:[56,118],machin:[9,14,28,47,49,60,66,67,71,82,94,107,122],machine_transl:95,maco:[88,96],macro:[48,70],made:[33,38,47],mai:[8,9,30,31,42,46,65,66,67,68,69,73],main:[4,21,47,51,62,69,103,104],main_program:[18,21,22,42],mainli:[39,76],maintain:[8,31,37,60,64,69,123],majel:32,major:[46,66],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,57,58,60,61,64,65,66,69,71,76,77,85,96,97,98,99,101,103,105,118,119,120,122],make_ddim:100,make_function_oper:48,make_vari:75,maker:[69,70],malloc:76,man:44,manag:[23,28,33,38,39,45,66,73,76,101],mandarin:8,mani:[9,15,32,37,47,49,58,61,64,69,70,73,74,75,77],manili:51,manipul:[47,64,70],manner:[8,60,71],manual:[59,60,66,70,84,122],manufactur:47,manylinux1:88,manylinux1_x86_64:[72,79,88],map:[7,8,13,28,29,31,37,64,70,73,75,76,77,89,122],map_fn:77,map_read:13,mapper:13,mapreduc:29,mark:[49,50,57,58,67,73,103,122],market:46,mask:[6,8,21],master:[29,40,69,72,112,120],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],matchbox:122,math:[9,55,69,98,99,105],mathemat:71,matirx:8,matmul:[31,51,57,77,99],matrix:[7,8,9,13,21,28,36,55,56,98,99],matrixptr:98,matrixtyp:56,mattyp:36,max:[6,8,13,14,21,22,30,64,84,91,105,111],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,58,95],max_movie_id:14,max_relative_error:[30,99],max_sort_s:8,max_user_id:14,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,31,38],maxinum:11,maxoutfunctor:76,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,43,51,58,63,65,66,73,82,103,106,109,122,125],mean_meta:125,mean_meta_224:125,mean_valu:125,mean_var_nam:8,meant:77,measur:42,mechan:[8,9,39,42,64,70],mem:[8,31,41,58,92],mem_per_p:68,mem_per_train:68,member:[8,14,29,50,51,61,64,73],memcpi:[61,105],memor:8,memori:[9,21,31,36,37,41,46,54,58,60,69,95,100,105,106,113],memory_boot:9,memory_nam:[8,83],memory_test:96,memory_threshold_on_load_data:[108,109],memoryalloc:76,mention:[21,32,37,47,57,60,66,67],mere:9,merg:[8,18,38,40,42,57,61,97],mergedict:124,messag:[31,47,50,54,62,63,64,69,70,74,78,79,97,113],meta:125,metadata:[44,113,114],metal:[112,122],metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,59,64,65,67,69,73,74,77,103,104],methodolog:60,metric:[18,42],mfs:114,microarchitectur:46,might:[8,31,32,47,62,67,103],million:14,min:[6,8,64,105,111],min_block:31,min_count:67,min_desc:31,min_pool_s:[2,82],min_word_freq:14,mind:103,mini:[8,13,18,28,31,33,42,47,52,57],mini_batch:65,minibatch:[8,21,31,42,50,52,62],minikub:112,minim:[23,31,47,49,59,67,69,106],minimum:8,minsizerel:[118,119,120],minu:70,minus_grad:70,minusgradop:70,minusop:70,minusopgradmak:70,minusopprotoandcheckermak:70,minut:[33,40],mip:118,mirror:32,mislead:38,miss:49,mistak:47,mix:[9,77,95],mixed_lay:[9,92],mixed_layer_attr:9,mixedlayertyp:8,mixtur:103,mkdir:[45,85,101,107],mkl:[47,69,76,85],mkldevicecontext:76,mkldnn:8,mkldnn_batch_norm:8,mkldnnplace:76,mlp:51,mlr:20,mnist:[2,4,35,49,50,62,65,66,68,69,103,104],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:65,mnist_train:[2,65],mnist_train_batch_read:65,mnt:114,mobil:[46,47,69,101,117],mode:[8,25,28,46,97,114],model:[8,9,14,28,31,33,34,42,50,59,60,66,67,68,69,71,77,90,101,111,123,124,126],model_config:4,model_list:[109,111],model_path:111,model_zoo:[124,125],modifi:[8,46,51,66,71,97],modul:[2,9,14,28,48,49,58,66,77,84,99,103,104,125,126],modular:58,modulo:8,moment:[23,103],momentum:[6,21,23,73,82,89,126],momentumop:[103,104],mon:113,mono:8,month:32,moosef:112,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,57,58,59,64,65,66,67,69,71,77,84,103,105,106,122],most:[8,13,21,28,29,32,40,50,51,58,60,65,66,71,76,103,106,122],mostli:[46,122],motiv:69,mount:41,mountpath:[113,114],move:[8,33,37,45,47,60,122],movi:[2,14],movidiu:47,movie_categori:14,movie_id:114,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:107,mpirun:107,mse:[47,50,59,62],msra:20,much:[8,33,47,59,65,71,77],mul:[48,64,68,98,99],mul_grad:99,mul_op:[21,99],mul_ratio:8,mul_result:64,mulgradkernel:99,mulkernel:99,mulop:[48,99],mulopgrad:99,mulopmak:99,multi:[8,42,61,103,122,125],multi_binary_label_cross_entropi:8,multi_crop:125,multigradientmachin:61,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,66,67,68,69,78,103],multiple_input:64,multiple_param_attr:64,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,54,63,64,65,69,75,82,98,99,100,107],mutabl:[76,100],mutable_data:[76,99,100],mutuable_data:76,mxnet:[31,47],my_cost:84,my_lib:107,mypaddl:[113,114],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,58,62,64,68,69,72,74,75,77,78,84,89,90,92,95,98,105,106,111,112,113,114,115,116,122,126],name_prefix:35,namespac:[31,52,55,64,98,99,112,113,114],nativ:[8,46],natur:[37,40,58,67,77],ncall:[103,104],nchw:[8,21],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:118,nearest:46,nearli:30,necess:77,necessari:[8,31,38,40,42,54,58,61,64,75,77],need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,58,59,60,61,63,64,66,67,68,69,70,71,73,74,75,76,77,79,105,114,122],need_tran:84,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,62],net:[8,9,16,31,49,57,73],net_diagram:125,netop:[31,69],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,57,59,60,65,66,67,71,73,75,76,78,83,89,90,92,111,114,122,124,125],network_config:111,neural:[8,9,13,20,28,29,31,33,51,57,60,66,71,73,76,78,90,92,94,124],neuralnetwork:61,neuron:21,never:[13,65,73,113,114],new_block_idx:64,new_stat:57,newblock:64,newest:38,newli:[46,122],newop:31,newopdesc:64,newprogram:64,newremot:66,newvardesc:64,next:[2,8,14,33,39,58,77,103],nfs:114,nfsdir:114,ngram:14,nic:[108,109,114],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:82,nnz:98,no_cach:2,no_grad_set:[23,30,99],no_sequ:[2,8,89],node0:114,node1ip:107,node2ip:107,node3ip:107,node:[8,32,40,51,58,66,67,68,69,78,107,112,113,114,122],node_0:114,node_1:114,node_2:114,node_id:107,nodeattr:51,nodeentri:51,nodefil:107,nodesep:51,nohup:107,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,74],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,57,58,59,62,64,68,75,77,95,106,125],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,60,113,114,125],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,54,65,69,76,100],notebook:[41,86],noteworthi:47,noth:[5,28,64,73,97],notic:[47,70],notingradi:99,notion:77,notori:30,now:[13,32,33,49,54,60,67,69,70,71,73,94],np_arrai:13,nproc:96,nullptr:[70,73,98],num:[8,9,107,109,114],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:[107,108,109],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[66,68],num_parameter_serv:29,num_pass:[28,89,108,109,111,113,114,126],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:74,num_samples_process:84,num_shard:35,num_step:77,num_train:[66,68],number:[7,8,9,13,14,15,21,31,33,35,42,60,65,67,69,75,77,103],numchunktyp:7,numdevices_:111,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:111,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,64,65,84,85,89,99,125],numreal:36,numsampl:105,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:96,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,76,79,86,96],obei:7,obj:[2,84,125,126],object:[2,6,8,9,13,28,29,36,42,49,51,55,59,64,68,69,71,73,105],observ:8,obtain:[40,60],obvious:[32,103],occup:114,occupi:46,occur:[14,28],occurr:31,oct:113,odd:8,off:[56,85,96,97,101,107,118,119,120,122],offer:[31,68,69,75],offici:[8,32],offlin:[33,35,122],offset:[8,36],often:[8,36,51,103],ograd:98,old:[30,38,40,58,69],older:47,omega:71,omit:[82,126],omp_num_thread:[103,104],ompi_comm_world_rank:107,on_init:2,onc:[8,33,37,42,47,50,60,66,67],one:[2,5,7,8,9,11,13,20,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,58,59,60,61,62,63,64,65,66,68,69,70,73,74,76,77,106,122,126],onehotcrossentropyopkernel:99,ones:[48,49,69],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,45,46,47,49,50,57,58,59,61,64,66,67,68,69,74,75,76,77,92,94,122],onlin:[8,10,33,35,65],only_cpu:30,onnx:47,onto:[21,66,67],op_:99,op_check:99,op_class:[69,75],op_desc:[53,63],op_info:106,op_maker_class:[69,75],op_proto:75,op_registri:106,op_test:99,op_typ:[69,99],opattrcheck:99,opcreat:75,opdesc:[31,50,62,63,64,69,70,75,78],opdescbind:[53,70],opdescbuild:31,open:[2,8,15,29,35,47,49,65,82,84,92,103,125],openbla:[85,86],opencv:15,openmp:103,openmpi:107,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,57,58,59,63,66,68,71,73,76,78,99,100,106],operand:46,operartor:100,operator_grad:30,operatorbas:[31,48,69,70,75,99],operatorwithkernel:99,opinfo:[53,69,70],opinfomak:53,opinfomap:70,opkernel:[99,100],opkernelkei:69,opmak:75,opproto:99,opprotoandcheckermak:[70,99],opprotomak:[75,99],opregist:75,opregistri:75,ops:[23,30,31,32,50,51,60,62,63,64,69,76,99,122],ops_:31,ops_test:32,opt:[29,59,63,68,75,85,114],opt_op_list:59,optest:99,optim:[6,16,27,28,30,43,49,60,61,62,66,67,68,69,71,74,82,84,89,103,106],optimis:59,optimize_op_attr:64,optimzi:82,option:[7,8,18,21,25,29,32,49,54,62,63,64,69,74,75,78,103,118,122],optmization_op_list:59,opts_np:63,optyp:[53,75],opwithkernel:74,order:[8,9,13,15,28,43,50,54,65,71,77,103,104,114,122],ordereddict:28,org:[7,8,9,14,20,35,44,49,86,107],organ:[7,8],orient:75,origin:[8,9,13,14,30,46,49,73,77,97],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,57,60,63,71,73,75,76,103,106,122],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,65],our:[29,32,49,53,60,66,67,73,77,103],out:[8,21,28,29,31,32,37,40,47,51,57,58,64,66,82,92,94,95,99,100,103,104],out_dir:114,out_left:8,out_mem:95,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,92],outer_mem:92,outer_rnn_st:92,outer_rnn_state_:92,outer_step:92,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,54,57,58,60,62,63,64,65,66,67,69,70,73,74,75,76,77,82,92,95,99,100,103,107,111,113,114,124,125,126],output_:8,output_all_step:57,output_dim_idx:21,output_dir:125,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,82,90,125],output_max_index:11,output_mem:[8,95],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],outupt:77,outv:98,over:[8,9,28,29,47,60,77],overal:[49,60,122],overfit:[21,71],overlap:[7,8],overlap_threshold:[7,8],overload:46,overrid:[31,33,45,68,76,99,100],overview:[37,38,39,76],overwrit:45,own:[8,38,40,51,53,59,60,66,68,71,75],paam:15,pack:[77,84],packag:[13,14,37,41,48,72,79,103,104],pad:[9,21],pad_c:8,pad_h:8,pad_w:8,padding_attr:8,padding_h:21,padding_i:8,padding_w:21,padding_x:8,paddl:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,54,55,56,57,58,61,62,66,68,69,71,75,76,77,82,84,85,86,88,89,90,95,96,97,98,99,101,103,104,105,106,107,111,113,114,118,122,124,126],paddle_begin_init_param:38,paddle_dir:99,paddle_doc:101,paddle_docs_cn:101,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:[99,100],paddle_error:[55,56],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:107,paddle_init_param:38,paddle_init_port:107,paddle_init_ports_num:107,paddle_init_ports_num_for_spars:107,paddle_init_pserv:107,paddle_init_trainer_count:107,paddle_init_trainer_id:107,paddle_init_use_gpu:107,paddle_job:41,paddle_manylinux_devel:85,paddle_matrix:[55,56],paddle_matrix_cr:56,paddle_matrix_get_shap:55,paddle_matrix_shap:55,paddle_n:114,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:113,paddle_paramet:38,paddle_port:114,paddle_ports_num:114,paddle_ports_num_spars:114,paddle_process_by_paddl:114,paddle_pserver2:107,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:124,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:114,paddle_source_root:124,paddle_train:[56,72,107,114],paddledev:[113,114],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,58,59,61,64,65,68,69,73,77,78,85,86,88,90,95,96,97,103,104,105,107,115,116,118,120,122,123,124],paddlepaddlebook:86,pain:68,pair:[7,8,23,25,31,50,59,66,69],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:124,paper:[8,20,49],para:[36,124],paraconvert:124,paradigm:69,paragraph:57,paragraph_data:57,paragraph_out:57,parallel:[66,67,69,105,111,113,114],parallel_nn:[6,108,109],param:[6,8,9,13,23,30,31,38,61,64,76,84,100],param_attr:[8,9,21,22,36,64,82,84,95],param_config_proto:38,param_fil:84,param_initi:21,paramattr:[6,8,16,82,84,95],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,54,57,59,62,65,66,73,75,77,82,84,89,90,106,107,109,114],parameter_block_s:[108,109],parameter_block_size_for_spars:[108,109],parameter_learning_r:6,parameter_list:[23,59],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:114,parameterclient_:36,parametermap:98,parametermutex_:36,parameters_:98,parameters_and_grad:[23,59],parameterserver2:36,parameterset:29,parameterupdat:61,parameterupdater_:36,parametr:8,params_grad:59,paraphras:124,paraphrase_data:124,paraphrase_model:124,paraphrase_modeldata:124,paraspars:98,parent:[31,62,64,69],parent_:[31,73],parent_idx:64,parenthes:69,pars:[13,14,32,43,51,96],parse_config:4,parse_known_arg:114,parsefromstr:84,parser:[13,114],part:[7,8,31,40,47,54,62,64,66,76,103,122],partial:[8,28],partial_sum:8,particular:[50,54,69],particularli:20,partit:[33,35,43,66,67,69],paserv:114,pass:[2,8,13,18,21,26,28,31,33,42,47,49,54,59,60,61,63,64,65,69,71,73,77,82,89,97,105,109,111,113,114,126],pass_gener:8,pass_id:[28,89],pass_idx:65,pass_manu:84,passtyp:98,past:29,patch:44,path:[7,13,14,15,28,33,37,38,41,58,65,109,112,113,114,118,119,120],path_to_paddlepaddle_working_directori:101,pattern:[14,33,55,60,71],paus:[33,40],pdf:9,peer:80,pem:[29,35],pend:[33,37],pep425tag:[79,88],per:[7,8,14,15,33,38,60,65,71],percal:[103,104],perf_test:[103,104],perform:[8,9,20,21,30,38,42,46,47,49,61,65,66,69,71,76,104,105,108],perftool:[103,104],period:[33,40,68,109],permut:21,peroid:[8,15],persist:[43,74,78],persistentvolum:112,persistentvolumeclaim:[112,114],person:[7,29],perspect:69,perturb:30,peter:68,pex:122,pfs:[35,45,68],pfsclient:35,pfspath:45,phase:[21,58,60,65,70,122],philosophi:[60,71],photo:49,physic:122,pickl:107,pid:112,piec:[8,9,43],pil:15,pillow:41,pip:[72,79,85,88,90,97,101,103,104],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,66,67,69,100,106],place_:76,placehold:[49,76,100],placement:67,plain:[7,8,13,41,54,56],plan:[33,69],platform:[31,76,88,99,100,106,118,119],pleas:[6,8,9,10,15,29,33,37,38,39,51,57,64,65,68,69,76,78,79,101,103,114,123],plot:29,plu:[8,30],plug:60,pnpairvalid:108,pod:[35,41,112,113,114],podip:114,podlist:114,point:[31,33,41,46,68,76,100,103,105,122],pointer:[31,38,47,51,64,69,73,76,100],polar:14,poli:84,polici:76,pollut:40,polyak:60,ponit:51,pool3:98,pool:[9,21,27],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:[9,82,126],pooling_typ:[8,82,91,126],poolingtyp:11,pop:31,popul:38,popular:[32,49,51],port:[32,103,107,108,109,113,114],port_num:108,portabl:51,portal:101,ports_num:[107,109,114],ports_num_for_spars:[36,107,108,109,111,114],pose:33,posit:[2,7,8,9],positive_label:7,posix:112,possibl:[29,31,37,64,67,71],post:[41,44],postpon:71,potenti:[46,105],pow:84,power:[46,122],ppo_workspac:101,pprof:[103,104],pre:[8,9,14,29,38,124],pre_activ:64,pre_bia:64,pre_dictandmodel:124,pre_stat:[57,77],preambl:64,precis:[7,42,46,60],precision_evalu:7,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,66,71,82,90,124,125,126],predict_fil:[108,109],predict_lay:28,predict_output_dir:[108,109,126],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,112],prefetch:[36,98],prefix:[7,9,33,35,58],pregrad:98,premodel:124,prepand:64,prepar:[30,41,61,107,115],prepend:64,prepend_oper:64,preprocess:[14,15,77,124,126],present:[29,31,77,97],preserv:45,press:20,prev_batch_st:[108,109],prevent:[10,21,29,33,37,40,71,103],preview:69,previou:[8,9,28,33,45,57,58,67,103],previous:8,previous_memori:31,price:[14,69,90],primari:[47,50],primarili:[60,71],primit:[46,77],principl:[29,32],print:[4,6,28,29,47,51,66,79,88,89,90,103,107],print_graphviz:51,print_s3_bucket:13,printallstatu:105,printer:7,printstatu:105,priorbox:8,prioriti:69,prite:7,privat:[31,56,64,73,74,75,76,77,97,100],prob:[7,28,90],probabilist:[8,124],probabl:[7,8,21,28,58],problem:[8,29,30,32,40,47,49,50,60,69,71],proc:86,proce:[13,33,65],procedur:[31,54],proceed:20,process2:92,process:[2,6,8,9,13,29,31,35,36,37,40,42,47,51,54,66,71,75,82,84,92,103,114,126],process_num:13,processdata:125,processor:[46,105],prod:97,produc:[8,9,13,33,47,51,65],product:[8,9,21,41,47],productgraph:113,prof:[103,104],profil:[16,45,104,105],profl:104,proflier:105,prog:114,program:[13,18,20,21,25,29,35,38,40,50,52,59,65,66,68,69,73,103,105,114],programdesc:[43,47,54,63,64,68,70],programm:[47,64,66],progress:[33,37],proj:8,project:[8,9,41,56],promis:[8,9,58],prompt:[45,47],prone:29,propag:[8,10,47,60],properti:[51,71],propos:[31,47,58,59,60,67,77],protect:[46,75,98,99],proto:[11,54,62,69,75,78,99],proto_:75,protobuf:[28,31,41,43,47,50,51,54,62,64,69,70,75,84],protocol:[7,106,122],protomak:99,provi:107,provid:[8,14,29,31,38,41,42,46,47,49,51,53,60,64,68,71,75,76,77,82,90,92,103,108,122,126],provis:122,prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,69,107,108,109,114],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,108,109],pserver_spec:28,pseudo:[29,41,70,77],pseudocod:77,psize:98,ptr:[56,76],pub:107,pull:[32,69,72,86],purpos:[8,33,66,67,105],push:[31,47,114],push_back:98,put:[32,33,36,64,67,76],pwd:[85,86,96,97,101,118],pxe:122,py_paddl:[4,79],pybind:[31,46],pydataprovid:82,pydataprovider2:[2,4,114],pyramid:8,pyramid_height:8,python2:[103,104],python:[13,21,28,29,31,39,42,47,48,49,50,51,55,58,61,69,72,76,77,79,82,85,88,90,95,96,97,98,99,101,104,106,107,124,125],pythonpath:79,pytorch:47,qualcomm:46,queri:[7,8],query_id:7,question:[8,29,67,75],queue:67,quick:[51,113],quick_start:[41,113,114,115,126],quick_start_data:113,quickli:[58,64,69],quickstart:113,quit:58,r14b:118,r_t:8,rais:[13,51,107],rajathkmp:49,ran:[67,105],rand:[49,84,105,109,111],random:[6,8,13,20,21,35,49,61,64,65,84,99],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,35,46,49,65,66,68,75,114,126],rank:[8,21,29,77,125,126],rank_tabl:21,rankdir:51,ranktabl:21,rapid:70,rare:2,raspberri:121,raspberrypi:120,raspbian:120,rasspberri:120,rate:[6,7,8,9,10,14,38,82,114],rather:[41,49,77],ratio:[8,109],raw:[8,13,54],rdma_tcp:[108,109],reach:33,read:[2,13,15,21,28,29,33,35,47,65,66,67,69,77,84,122,125],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:82,read_paramet:84,read_ranking_model_data:29,readabl:[69,103],reader:[14,28,35,46,49,50,62,66,68,89,103,104,107],reader_cr:35,reader_creator_bool:65,reader_creator_random_imag:[13,65],reader_creator_random_image_and_label:[13,65],readi:[33,113,122],readlockguard:36,readm:[56,97],readwritebuffer_:36,real:[8,36,49,65],real_process:2,realist:29,realiz:[31,57],realli:[47,71],reason:[9,29,30,33,47,113],recal:7,receiv:[13,33,41,57,67],recent:60,recognit:[8,125],recommend:[9,29,114],record:[13,37,75],recordio:[13,14,29,35,37,66,68],recov:[33,77],recover:69,recoveri:37,rectifi:[8,20],recurr:[57,73,92,93],recurrent_group:[9,83,92,94,95],recurrent_lay:9,recurrent_op:77,recurrentgradientmachin:[56,58,77],recurrentgroup:7,recurs:[31,32,45,69],recv:[66,67],recvparametertyp:36,red:[49,103],redirect:13,reduc:[8,21,46,67,69,103,104],reduce_by_kei:69,reduce_mean:49,refactor:[50,58,60,61,64,66,67,71,77],refer:[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],referenc:[8,37],refine_unknown_arg:114,reflect:37,reg:75,regard:122,region:[8,73],regist:[70,76],register_gpu_profil:105,register_lay:98,register_op:[48,69,70,75,99],register_op_cpu_kernel:[76,99],register_op_cuda_kernel:[76,99],register_op_without_gradi:[69,99],register_oper:[53,70],register_tim:36,register_timer_info:105,registerop:75,registr:106,registri:[41,53,76,113,122],regress:8,regular:[6,16,21,23,82,126],regularization_coeff:26,reinforc:68,rel:[9,30,40,71],relat:[33,40,41,46,73,103,122],relationship:[70,76],releas:[68,72,112,118,119,120],reli:[30,58,59,60,71,103],reliabl:[33,71],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[103,104],remain:77,rememb:8,remot:[6,32,36,69,97,109,111],remote_ess:68,remote_sess:68,remoteparameterupdat:[36,39],remov:[13,45,47,58,97],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,62,63,74,75,78,103],repeatedli:50,replac:[32,37,53,60,68,70],replic:66,replicaset:41,repo:[32,120],report:[37,46,47,66],reportdataset:37,repositori:[8,101,118],repres:[8,9,31,37,47,51,54,58,60,64,67,68,69,71,74,76,77,78],represent:[8,38,49,50,58,66,74],request:[32,33,36,40,66,69,72,113,122],requir:[7,8,23,29,33,38,40,41,45,46,51,57,60,62,63,66,67,69,71,74,75,78,101,122],res5_3_branch2c_bn:125,res5_3_branch2c_conv:125,research:[14,47,66],reserv:45,reserveoutput:98,reset:[8,18,33,42,80],reset_program:[18,42],reshap:[30,65,84],reshape_s:8,residu:125,resiz:[15,36,76,99,100],resize_s:15,resize_short:15,resnet_101:125,resnet_152:125,resnet_50:125,resolv:[32,97,113],resourc:[68,76],respect:[30,46,49,57],respons:[8,36,42,49,60,61,71,113],rest:[8,31,41,44,122],restart:[33,38,113,122],restartpolici:[113,114],restor:[30,60],restrict:[71,73,103,104],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,54,58,59,61,66,103,105,106,126],result_fil:7,resum:40,ret:13,retriev:[31,58,73,103],return_op_list:23,return_seq:9,reuqest:72,reus:[31,40,58,65,69],rev:96,revamp:66,reveal:[29,103],revers:[8,9,94,95],review:[14,97,113],reviews_electronics_5:113,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,69,71],rkt:[41,96],rmsprop:[60,82,126],rmspropoptim:60,rnn:[8,9,21,31,47,49,58,64,69,73,94,95,108],rnn_bias_attr:95,rnn_layer_attr:95,rnn_out:95,rnn_output:77,rnn_state:92,rnn_state_:92,rnn_step:8,rnn_use_batch:[108,109],rnnalgorithm:58,rnnlm:14,rnnstep:77,roadmap:77,robust:[8,20],roi:8,role:[14,29,37,38,66],rollback:64,root:[10,11,113,114,124],rot:8,round:46,routin:46,row:[7,8,13,21,36],row_id:8,rows_:74,rpc:37,rpcserver:37,rpi:120,rpi_arm_neon:120,rpi_toolchain:120,rstrip:114,rtk:122,rtype:[8,13],rule:[7,47,50,66],run:[29,30,31,32,33,41,42,43,46,47,48,49,50,51,57,59,60,62,63,66,67,68,69,73,74,76,79,85,86,96,97,100,101,103,104,105,107,113,114,115,116,118,122],run_test:85,runinitfunct:[105,114],runnabl:67,running_on_cloud:41,runserv:101,runtim:[2,25,31,43,53,57,68,69,78,79],runtime_table_:31,safe:41,sai:[8,50,52,65,66],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,57,58,64,66,68,69,70,73,77,92,100,126],samping_id:8,sampl:[2,7,13,14,42,49,75,126],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,74],save:[2,8,13,28,33,35,37,38,41,50,51,54,60,66,74,78,113],save_dir:[109,111,113,114,126],save_only_on:[108,109],save_parameter_to_tar:28,savetxt:84,saving_period:[108,109,114],saving_period_by_batch:[108,109,111],saw:2,scalabl:69,scalar:[8,21,31,52,77],scale:[5,20,60,66,67,70,75,99],scaleop:99,scaleopmak:[69,99],scalingproject:8,scan:[37,69],scatter:8,scenario:58,schedul:[37,41,67],scheduler_factor:6,scheme:[7,10,36,71],scope:[30,43,68,106],score:[7,8,21,58],scp:107,script:[14,85,101,107,118],sdk:119,search:[8,33,73,95],second:[8,21,29,45,47,49,51,57,58,62,63,65,73,75,99,126],section:[47,64,67,103],see:[8,9,29,33,46,47,64,68,84,103],seed:[20,21,84,105,109],seem:[32,46,47],seen:71,segment:[7,57,77],sel_fc:8,selcet:8,select:[8,58],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:113,self:[30,42,49,51,54,59,64,77,98,99],selfnorm:8,semant:[14,29,58,72],semat:29,send:[33,38,66,67,69,75,78],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[60,71,103],sensit:8,sent:[29,38,66,69,75,113],sentanc:82,sentenc:[2,8,14,47,57,58,77,92,95],sentence_input:77,sentence_last_state1:92,sentence_last_state2:92,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,25,38,48,60,66,70,71],seper:77,seq:[8,14,92],seq_len:77,seq_pool:[8,91],seq_silc:8,seq_text_print:7,seq_to_seq_data:124,seq_typ:13,seqenc:21,seqlastin:92,seqtext_evalu:7,seqtoseq:[8,84,124],seqtoseq_net:[8,124],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,59,62,77,82,89,92,94,126],sequence_conv_pool:126,sequence_group:8,sequence_layer_group:92,sequence_nest_group:8,sequence_nest_layer_group:92,sequencegen:92,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,89],sequenti:[8,31],seri:[9,92],serial:[28,31,37,54,61,69,78],serializ:69,serv:[46,66,69,77],server:[29,32,36,39,40,47,66,69,80,85,107,109,112,114,122],serverless:33,servic:[103,122],sess:[49,51,59,68],session:[51,59,63],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,57,58,63,64,69,70,73,76,77,82,84,92,96,99,100,101,103,105,113,124,125,126],set_active_typ:98,set_default_parameter_nam:6,set_drop_r:98,set_float_el:30,set_input:8,set_siz:98,set_typ:98,setdatatyp:74,setdefault:99,setq:96,settotalbyteslimit:84,setup:[60,66,72,98,99,122],sever:[7,8,30,36,43,49,57,58,61,64,74,77],sexstant:122,sgd:[23,28,29,33,41,60,61,66,67,68,74,89,106,107,108],sgd_optim:106,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,57,62,64,68,69,74,76,89,106],shard:[33,34,35,36,37,38,40,66,67,107],share:[8,21,32,49,56,61,64,69,71,76,77],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[55,56,73,76,100],shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,43,46,47,48,49,53,57,58,59,60,61,62,65,66,69,70,71,74,75,77,78,94,99,101],should_be_fals:29,should_be_tru:29,should_shuffl:[2,92],show:[7,10,31,33,45,47,52,54,57,60,62,77,96],show_check_sparse_distribution_log:[108,109],show_layer_stat:[108,109],show_parameter_stats_period:[108,109,111,113],shown:[8,29,42,66],shrink_rnn_memori:21,shuf:82,shuffl:[13,82],side:[8,28,42,61],sigint:107,sigmod:75,sigmod_op:75,sigmod_output:75,sigmoid:[8,22,31,68,75,77],sigmoidactiv:[9,92],sign:[44,54],similar:[8,21,31,47,58,60,65,66,67,69,71,76,77,103,122],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,57,60,62,67,71,73,75,77,114],simple_attent:95,simple_gru:[95,126],simple_lstm:[8,83,126],simple_rnn:[8,95],simple_transform:15,simpler:61,simpli:[8,15,29,38],simplifi:[29,58,64,75],simul:[47,119],sinc:[8,9,33,37,39,40,47,53,60,65,66,68,70,71,77,122],singl:[7,9,13,33,42,46,66,67,68,69,73,103],sinlg:28,sit:66,site:[32,103,104],situat:63,size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,54,58,60,64,65,66,68,74,75,76,77,82,84,89,90,92,95,98,99,100,106,125,126],size_a:8,size_b:8,size_t:[36,76,77,98],sizeof:31,skip:[65,84,97,125],sleep:114,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:103,small:[8,14,30,43,49,58],small_messag:[108,109],smaller:[8,21,30,33,46,58],smart:73,smooth:8,snap:113,snapdragon:46,snapshot:[34,40],snippet:[48,59],sock:41,sock_recv_buf_s:[108,109],sock_send_buf_s:[108,109],socket:114,softmax:[8,9,29,31,47,51,52,58,62,66,67,68,82,95,98,126],softmax_param:84,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[92,126],softmaxoutput:51,softwar:[46,122],solid:49,solut:122,solv:[29,69],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,57,58,59,62,63,64,65,67,69,70,73,76,77,122],some_c_api_funct:56,some_inst:56,some_op:[53,57,77],some_python_class:55,somecppclass:55,somedata:28,somegotyp:55,someth:[36,64,103],sometim:[8,65],someurl:13,somewhat:38,somewher:73,soon:33,sort:[8,14,77,103,114],sort_by_length:77,sourc:[8,14,30,32,45,47,49,54,56,58,65,69,103],source_dict_dim:[58,95],source_dict_s:58,source_language_word:[58,95],space:[7,8,46,64,67,71],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,82,98,107,109,111,114],sparse_binary_vector:[2,13,82,89],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,89],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,82],sparse_value_slot:13,sparse_vector:82,sparseparam:98,sparseprefetchrowcpumatrix:98,spatial:8,spatial_scal:8,spec:[113,114],special:[8,38,46,53,58,59,66],specialvartypeinfer:53,specif:[28,32,33,45,58,69,73,76],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,54,64,66,68,73,75,77,101,103],speech:8,speed:[8,9,46,54,60,122],sphinx:[55,101],split:[2,8,13,40,47,52,58,69,77,92,107],split_count:[107,114],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[89,106],squarerootnpool:8,squash:97,srand:109,src:[32,107,114],src_backward:95,src_dict:84,src_dict_path:84,src_embed:[58,95],src_forward:95,src_root:4,src_word_id:[58,95],src_word_vec:58,srl:14,ssd:8,ssh:107,ssh_server:107,sstabl:29,stabil:[8,30],stabl:[72,112],stack:[69,77],stackexchang:8,stage:[32,39,47,49,78,97],stale:[33,68],standalon:118,standard:[6,13,20,47,69,71,103],stanford:[14,30,113],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,58,61,66,79,97,103,109,113,114],start_mpi_train:107,start_paddl:114,start_pass:[108,109],start_po:8,start_pserv:[108,109],startpaddl:114,startup:[21,33,41,47],startup_program:[18,21,22,23],stat:[105,109],state:[8,9,18,23,31,33,42,57,58,73,77,83,94,113],state_act:[8,9,92],statement:[47,50],statfulset:114,static_cast:100,staticinput:[8,94,95],statist:[8,18,20,42],statset:105,statu:[41,58,97,105,113,114],status:113,std:[28,32,36,51,53,55,56,63,69,70,73,75,76,98,99,100,109],stdbuf:107,stderr:107,stdout:[13,107],step:[8,9,11,23,30,31,33,38,42,47,49,50,58,60,61,64,66,67,69,75,77,92,94,95,103,122],step_id:77,step_input:77,step_net:31,step_output:77,step_scop:69,stepnet:[31,57,69,73],stepout:92,still:[37,40,47,66,70],stirng:64,stochast:[10,33,37,40,60],stop:8,stop_gradi:21,storag:[44,46,112],store:[7,8,14,28,30,31,32,36,51,53,54,58,61,62,64,66,68,69,70,71,73,77],str:[15,18,28,41,77,111,114],straight:[62,65,74],strategi:[11,33,64,67,109],stream:[13,76],stream_:76,streamid:25,street:8,strict:65,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,62,63,64,68,69,70,73,74,75,78,98,99,109],strip:[84,92,103],struct:[37,38,44,46,53,56,70,75,84],structur:[31,37,47,49,54,58,62,64,69,74],stuff:97,stun:2,style:[8,69,75],sub:[7,8,13,29,40,49,57,61,64,66],sub_nest_seq:8,sub_sequ:[2,8,89],subclass:[23,64],subcommand:45,subgradi:10,subgraph:[49,67],submiss:66,submit:69,subnet:29,subobjectpath:113,subseq:[91,94],subsequ:8,subsequenceinput:[8,92],subset:21,succeed:[37,113],success:[8,38,113],successfulcr:113,sudo:96,suffer:30,suffix:[18,41,107],suggest:[8,32],suit:122,suitabl:74,sum:[8,10,31,34,53,64],summar:49,sumopgradmak:70,sumpool:[8,82],sun:20,suppli:74,support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,54,58,60,61,63,65,66,67,69,70,71,74,88,92,122],suppos:[9,32,48,74],suppress:[8,45],sure:103,surpass:[8,20],sutibal:76,svs:75,swagger:44,swap_channel:125,swig:[39,55,56,85],swig_paddl:4,switchop:31,symbol:[8,31,51,56],symbols_ready_:31,symbolt:[31,69],symlink:97,sync:[33,60,71],sync_with_cpp:[103,104],syncflag:98,synchron:[33,37],syntax:[47,58,65],sys:125,sysroot:118,system:[31,32,33,38,40,44,48,49,66,67,82,103],t2b:124,tab:126,tabl:[7,8,21,31,47,53,54,74,78],tablelookup:74,tablelookupgrad:74,tablelookupop:74,tableproject:8,tag:[7,14,79,86,97,107],tagtyp:7,tail:58,tainer_id:114,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,60,62,63,64,65,69,70,76,77,103],taken:[51,66,77],talk:38,tangl:103,tanh:[8,9,21,49,58,66,95,98],tanhactiv:[9,92],tar:[13,15,28],target:[8,14,21,23,28,31,32,49,51,59,63,66,68,69],target_dict_dim:95,target_dict_s:58,target_dictionary_dim:8,target_language_embed:8,target_language_word:95,target_link_librari:32,target_word:58,targetinlink:[8,92],task:[7,8,54,58,66,75],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,76,92],tcp:109,tear:105,technic:33,techniqu:[21,103],technolog:47,tee:113,tell:[33,37,38,58,75],templat:[48,75,76,99,100,113,114,122],tempor:8,temporari:[18,41,60,64,123],tensor:[21,30,32,46,47,49,51,53,54,57,58,67,68,74,77,78,99,106],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],term:[8,9,21,33,70,71],termin:113,tessorarrai:77,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,56,60,65,68,72,90,97,98,99,100,105,106,107,109,111,125,126],test_:99,test_all_data_in_one_period:113,test_check_grad_ingore_i:99,test_check_grad_ingore_x:99,test_check_grad_norm:99,test_check_output:99,test_compar:79,test_comparespars:79,test_comparetwonet:79,test_comparetwoopt:79,test_config_pars:79,test_data:4,test_data_dir:107,test_fcgrad:98,test_gpuprofil:105,test_layergrad:98,test_list:[2,84],test_mul_op:[85,99],test_networkcompar:79,test_pass:[108,109,111],test_period:[108,109,111],test_predict:79,test_pydataprovid:79,test_pydataprovider2:79,test_pydataproviderwrapp:79,test_recurrent_machine_gener:79,test_recurrentgradientmachin:[79,92],test_swig_api:79,test_train:79,test_traineronepass:79,test_wait:[108,109],testa:29,testb:29,testbilinearfwdbwd:105,testconfig:98,testfcgrad:98,testfclay:98,testlayergrad:98,testmulop:99,testq:29,testresult:28,testutil:98,text1:45,text:[2,7,9,13,29,54,57,124],text_conv:126,text_fil:13,tflop:105,tftp:122,tgz:[14,88],than:[6,7,8,9,21,33,41,47,48,49,64,69,71,77,84,122],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,43,45,47,49,50,58,59,64,67,68,69,75,77,78,105],them:[7,8,9,15,21,29,30,32,33,36,41,43,47,48,53,58,65,67,69,70,73,74,75,77,78,105],themselv:32,theori:47,therefor:60,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,46,47,48,49,50,51,57,58,59,60,61,62,64,65,66,67,68,69,70,71,74,75,76,77,88,103,105,106,122],thin:53,thing:[2,49,66,69,76],think:[29,32],third:[8,33,51,103],third_parti:[8,118,119,120],those:[8,31,32,33,48,50,51,52,62],though:[77,122],thought:32,thread:[103,105],thread_local_rand_use_global_se:[108,109],threadblocks:25,threadid:111,threadloc:105,three:[7,8,30,33,42,46,47,50,58,59,61,62,65,76,125],threshold:[6,7,8,33,37,109],through:[8,21,32,33,37,39,42,59,60,68,101,106],throughout:43,throughput:105,thrust:69,thu:[8,40,42,51,123],tier:113,time:[8,9,11,13,28,29,30,32,33,37,40,47,48,53,57,58,64,65,66,67,69,70,74,75,77,78,92,103,104,105,109,113,114,122],timelin:[8,69],timeout:[33,37],timeout_sec:13,timer:105,timestamp:[8,34],timestep:[8,73],titl:[14,114],tls:44,tmp:[2,64],to_chw:15,to_no_sequ:[8,91],to_sequ:[8,91,92],to_tar:28,to_your_paddle_clone_path:101,todo:[7,13,14,31,33,37,40,58,75],toend:8,togeth:[8,9,13,28,77],token:[7,8,29,95],toler:[28,30],too:[14,30,77],took:122,tool:[101,103,114,118,120],toolchain:[103,118],top:[7,21,28,57,58,125],top_k:[7,21,58],top_level_rnn:57,topk_generated_scor:58,topk_id:58,topk_scor:58,toplevel:96,topolog:[29,33,51,54,61,66,68],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:84,total:[21,28,33,42,65,67,103,105,113,122],total_pass:65,tottim:[103,104],trace:[31,49],track:[33,37,51,64,97],tractabl:8,tradit:[8,31,46],traffic:66,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,47,49,50,54,60,61,62,63,68,69,71,74,76,78,80,82,86,89,95,107,109,111,113,114,115,116,124,125,126],train_arg:114,train_args_dict:114,train_args_list:114,train_conf:124,train_config_dir:114,train_data:107,train_data_dir:107,train_i:89,train_list:[2,84,107,125],train_loop:47,train_read:89,train_x:89,trainabl:[8,54,64],trainer:[2,4,29,34,35,36,37,39,47,60,61,66,67,69,89,98,107,109,111,114],trainer_config:[1,2,4,113,114,126],trainer_config_help:[2,98],trainer_count:[82,90,107,108,109,111,113,114],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[107,109,114],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:84,trainerid:[40,114],trainerintern:126,trainonebatch:36,tran:98,transact:[33,37],transform:[8,9,15,21,69],transform_param_attr:9,transformed_st:9,translat:[8,9,47,82,124],translation_id:58,translation_scor:58,transpar:58,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:97,treat:[8,31,38],treatment:[38,46],tree:[8,31,47,64,106,114,120],trg_dic_siz:58,trg_embed:[58,95],trick:58,tricki:55,trigger:[40,61],trim:8,trivial:[58,77],true_block:[31,52,62],true_imag:65,true_label:65,true_neg:42,true_posit:42,true_read:65,truth:[7,8],tune:[6,103,104,108],tupl:[8,9,13,14,15,18,21,28,64,65],ture:8,turn:[8,64,65,94],tutori:[103,107,113,114,115,116,123,124],twice:[49,67],twine:72,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,54,58,60,62,65,66,68,69,70,71,73,74,75,77,78,99,100,105],txt:[2,32,41,45,98,101,107,112,126],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,55,56,57,58,62,63,64,65,69,70,71,74,75,78,89,90,92,95,98,99,100,111,113,125,126],type_nam:75,typedef:[38,46,55,56,76],typeid:75,typenam:[48,75,76,99,100],typic:[7,66],ubuntu:[72,88,90,103],ubyt:65,uci:14,uci_h:90,ufldl:8,uid:113,uint16_t:46,uint32:[44,54],uint64:[54,55],uint64_t:55,unawar:38,unclear:40,under:[32,37,67],underli:58,understand:[20,47,64,103,122],understand_senti:95,undeterminist:105,unidirect:8,unifi:[51,74],uniform:[6,8,13,20,35,49,64,65],uniform_random:64,uninstal:79,uniqu:[29,31,33,40,41,64,73],unique_nam:64,unique_name_gener:64,unique_ptr:[70,73,76,98],unit:[8,9,21,32,60,71,76],unittest:[56,79,99],unk:[74,78,124],unknown:8,unlik:[8,58],unordered_map:73,unpack:77,unrol:57,unseen:71,unseg:8,unsign:[38,46],unstack:77,unstack_from:77,unsupervis:49,unsupport:99,until:[33,38,47,67,73,114],untrack:97,unzip:118,updat:[6,8,10,23,33,37,38,44,46,49,57,58,59,60,61,66,73,77,97,103,104,111],update_equ:[28,89],update_hook:6,update_memori:31,update_op:59,updatecallback:98,upgrad:[79,88,123],upload:[33,41,44,72],upon:33,upper:8,upstream:[79,97],url:[13,14],usag:[7,8,9,15,28,46,52,61,107,114],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,58,59,61,64,66,67,68,73,74,75,77,78,97,99,103,105,107,114,125],use_eigen_bla:118,use_eigen_for_bla:[118,119],use_etcd:28,use_global_stat:8,use_gpu:[4,82,89,90,107,108,109,111,113,114,125,126],use_mkldnn:8,use_nesterov:23,use_old_updat:[36,108,109],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,46,47,49,51,57,58,60,61,64,65,66,68,69,71,73,75,76,77,103,105],useful:[8,9,30,46,73],usegpu:98,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,45,48,49,50,51,53,58,59,60,64,65,66,67,68,69,70,71,73,75,76,77,103,112,122],user_id:114,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,97,118],uses:[8,33,40,46,57,58,61,66,76],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,45,46,47,48,49,51,53,57,59,60,62,65,66,70,71,73,75,76,90,99,123],usr:[79,85,86,107,109,114],usrdict:124,usrmodel:124,usual:[8,28,41,62,71,76,103,105],util:[105,114,122],uuid:[34,40],v7a:118,v8a:118,valgrind:104,valid:[8,15,65,69,73],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,54,57,58,59,60,61,62,64,66,68,69,73,74,75,77,78,82,98,111,114,118,125,126],value1:109,value2:109,value_:74,value_evalu:7,value_rang:13,valueerror:[51,82],values_:77,vanilla:95,varabl:67,vardesc:[31,50,62,64,69,74],vardescbuild:31,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,57,58,59,60,62,63,66,67,68,70,71,74,75,77,103,106,113],variablenamemap:99,varialbl:49,varianc:8,variant:[8,53,76,77],varibl:51,varienc:77,varient:77,variou:[31,46,71],varproto:75,vars_:[31,73],vartyp:[21,74,78],vartypeinfer:53,vec1:8,vec2:8,vec:84,veclib:119,vector:[8,9,13,14,21,29,31,36,38,51,52,57,58,64,69,70,74,77,126],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,47,48,49,58,61,65,67,71,73,76,77,103],verifi:31,version:[8,9,32,41,45,47,49,51,52,54,58,66,72,97,103,105,107,108,109,119],versu:29,vertic:8,vgg:[9,22],via:[33,97,122],view:[8,54],vim:86,virtual:[53,70,76],virtualenv:96,visibl:[40,73],visit:28,visual:[8,58],vlog:36,volum:[101,112,113,114],volumemount:[113,114],vutbr:14,wai:[7,9,29,38,40,47,58,60,64,65,68,71,77],wait:[33,38,114],wangkuiyi:32,want:[2,8,29,41,42,49,60,63,65,68,71,73,76,77,103],warn:[28,45,79,84,114],warp:8,warpctc:8,watch:33,wbia:125,weav:47,web:103,weight:[7,8,9,10,20,21,26,54,71,98,125],weight_act:9,weightlist:98,weights_:98,weights_t:98,welcom:32,well:[41,47,48,49,66,68,71,74],were:[7,32,47],wget:118,what:[6,8,32,47,49,58,64,66,67,75,97,103,122],wheel:88,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,45,46,47,51,58,60,61,62,64,66,67,69,76,77,103,105,122],whenev:64,where:[8,9,10,20,21,29,31,33,40,47,50,57,58,60,62,66,69,71,77,103,106],wherea:[31,37,48,52,76],whether:[7,8,13,15,21,28,30,31,65,74,77],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,54,57,58,59,61,62,63,64,65,66,67,68,69,70,73,74,75,77,103,104,122],while_loop:[58,77],whileloop:77,whileop:31,whl:[85,88],who:[48,50,64],whoever:38,whole:[2,7,13,49,52,55,56,57,63,75,122],whose:[8,13,30,33,40,57,69,70,75,77],why:[9,30,56,105],wide:[32,49,107],width:[7,8,13,15,36,55,65,84,98,99],wiki:[8,32,107],wikipedia:[8,14,107],wilder:2,window:[8,11,14,60,96,112],wirt:51,wise:[8,15,67,69],with_avx:[85,97,107,118,119],with_bia:75,with_c_api:[85,118,119,120],with_doc:85,with_doubl:[85,98,107],with_dso:85,with_golang:85,with_gpu:[85,96,97,107,118,119],with_mkl:85,with_profil:105,with_python:[85,107,118,119],with_rdma:[107,118,119],with_style_check:[85,97],with_swig_pi:[85,118,119],with_test:[85,97,99],with_tim:[105,107],within:[8,37,47],without:[7,8,23,33,38,64,65,67,69,103],wloop:77,wmt14:95,wmt_shrinked_data:14,won:92,wonder:2,word2vec:[41,82,107],word:[2,7,8,14,50,53,57,58,67,69,75,77,82,92,94,126],word_dict:[92,107,126],word_dim:[84,92,126],word_id:[2,82],word_idx:14,word_vector_dim:[8,58,95,124],words_freq_sort:14,work:[8,13,21,29,31,32,33,46,47,59,60,64,66,86,92,97,101,103,113,114,122],worker:[67,78],workflow:69,workspac:107,worth:106,would:[28,31,32,33,40,47,48,49,50,59,60,61,64,65,66,67,74,77,103,122],wouldn:[47,50],wrap:[47,48,49,122],wrapper:[9,32,48,60,66,70,77,105],write:[13,21,29,33,40,46,47,48,51,53,59,60,64,65,66,67,69,70,76,77,84],write_lock:34,writer:[29,64],written:[25,31,49,54,60,69,70,74,103],wrong:65,wrote:[51,67],wuyi:112,www:14,x64:120,x86:[118,119],x86_64:[118,119],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,xarg:[7,79,86,98,107],xavier:20,xavieriniti:21,xcode:119,xcodebuild:119,xgbe0:109,xgbe1:109,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,65,89,90,98],xxx:[29,77,125],xxxx:34,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[89,90,106],yaml:[32,107,113,114,122],yancey1989:41,yann:14,yapf:97,year:47,yeild:28,yep:[103,104],yet:[47,122],yield:[2,13,29,35,65,82,89,92],yoshua:20,you:[2,6,8,9,13,28,30,41,46,73,103,122,125],your:[8,13,28,29,32,36,41,45,69,79,118,119,120,122],your_param_nam:84,your_repo:114,your_source_root:56,yuang:47,yuyang18:[13,14],yuyang:[103,104],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,58,61,64,74,109],zhang:20,zip:[14,64,114,118],zoo:124},titles:["API","DataProvider\u7684\u4ecb\u7ecd","PyDataProvider2\u7684\u4f7f\u7528","API\u4e2d\u6587\u624b\u518c","\u57fa\u4e8ePython\u7684\u9884\u6d4b","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: Supporting new Device/Library","Design for TensorArray","Background","\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5","\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b","FAQ","\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b","\u6a21\u578b\u914d\u7f6e","\u53c2\u6570\u8bbe\u7f6e","\u4ece\u6e90\u7801\u7f16\u8bd1","\u4f7f\u7528Docker\u5b89\u88c5\u8fd0\u884c","\u5b89\u88c5\u4e0e\u7f16\u8bd1","\u4f7f\u7528pip\u5b89\u88c5","\u57fa\u672c\u4f7f\u7528\u6982\u5ff5","\u65b0\u624b\u5165\u95e8","\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684Layer","\u5355\u53cc\u5c42RNN API\u5bf9\u6bd4\u4ecb\u7ecd","RNN\u76f8\u5173\u6a21\u578b","Recurrent Group\u6559\u7a0b","RNN\u914d\u7f6e","\u7528Docker\u7f16\u8bd1\u548c\u6d4b\u8bd5PaddlePaddle","\u5982\u4f55\u8d21\u732e\u4ee3\u7801","\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42","\u5982\u4f55\u5199\u65b0\u7684Operator","\u5728Paddle\u4e2d\u5982\u4f55\u4f7f\u7528Eigen","\u5982\u4f55\u8d21\u732e/\u4fee\u6539\u6587\u6863","\u8fdb\u9636\u6307\u5357","Profiling the Python Code","Python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790","GPU\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18","PaddlePaddle Fluid Source Code Overview","PaddlePaddle\u5206\u5e03\u5f0f\u8bad\u7ec3","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","Kubernetes \u7b80\u4ecb","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","&lt;no title&gt;","&lt;no title&gt;","PaddlePaddle \u6587\u6863","Android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","iOS\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","Raspberry Pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357","MOBILE","Cluster bootstrapping tool survey","&lt;no title&gt;","\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528","Model Zoo - ImageNet","\u5feb\u901f\u5165\u95e8\u6559\u7a0b"],titleterms:{"\u4e00\u4e9b\u7ec6\u8282\u7684\u8865\u5145":114,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":124,"\u4e0b\u8f7d\u6570\u636e":113,"\u4e0d\u4f7f\u7528":55,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":55,"\u4e0d\u540c\u7684":83,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":55,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":55,"\u4e24\u79cd\u4f7f\u7528":83,"\u4e2d\u6587\u5b57\u5178":124,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":124,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":124,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":124,"\u4e3a\u4ec0\u4e48\u8981":96,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":105,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":105,"\u4ec5\u4ec5\u4f7f\u7528void":55,"\u4ecb\u7ecd":[124,125],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":85,"\u4ee3\u7801\u8981\u6c42":97,"\u4f18\u5316\u7b97\u6cd5":126,"\u4f7f\u7528":[97,113],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":107,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":55,"\u4f7f\u7528\u6848\u4f8b":111,"\u4f7f\u7528\u6982\u8ff0":126,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":111,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":114,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":124,"\u4f7f\u7528\u8bf4\u660e":102,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":86,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":86,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":86,"\u4f7f\u7528docker\u6784\u5efa":101,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":107,"\u4f7f\u7528paddlepaddl":101,"\u4f7f\u7528pip\u5b89\u88c5":88,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":97,"\u4fee\u6539\u542f\u52a8\u811a\u672c":113,"\u4fee\u6539\u6587\u6863":101,"\u514b\u9686":97,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":56,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":56,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":105,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":98,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":107,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[118,119],"\u51c6\u5907\u6570\u636e\u96c6":107,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":114,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":107,"\u51c6\u5907openmpi\u96c6\u7fa4":107,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":82,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":82,"\u51fa\u73b0":83,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u652f\u89c4\u8303":72,"\u521b\u5efa\u672c\u5730\u5206\u652f":97,"\u521b\u5efajob":114,"\u521b\u5efapaddl":113,"\u5220\u9664\u672c\u5730\u5206\u652f":97,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":97,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":82,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":97,"\u5236\u4f5c\u955c\u50cf":114,"\u5236\u4f5cdocker\u955c\u50cf":113,"\u524d\u5411operator\u5355\u6d4b":99,"\u52a0\u8f7dpaddlepaddl":89,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":82,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":55,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":109,"\u5355\u53cc\u5c42rnn":92,"\u5377\u79ef\u6a21\u578b":126,"\u539f\u56e0":55,"\u539f\u56e0\u5217\u8868":55,"\u53c2\u6570\u4fe1\u606f":125,"\u53c2\u6570\u5185\u5b58":82,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":109,"\u53c2\u6570\u6982\u8ff0":108,"\u53c2\u6570\u8bbe\u7f6e":84,"\u53c2\u6570\u8bfb\u53d6":125,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":105,"\u53cc\u5c42rnn":92,"\u53cc\u5c42rnn\u4ecb\u7ecd":94,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":94,"\u53cd\u5411operator\u5355\u6d4b":99,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":96,"\u53ef\u9009\u529f\u80fd":124,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":88,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":126,"\u5411\u91cf":109,"\u542f\u52a8\u4efb\u52a1":114,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":107,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":107,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":107,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":107,"\u5440":96,"\u547d\u4ee4\u884c\u53c2\u6570":126,"\u548c":91,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":111,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":86,"\u5728kubernetes\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":107,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":107,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":100,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":124,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":118,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":118,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":89,"\u57fa\u672c\u539f\u7406":94,"\u57fa\u672c\u8981\u6c42":55,"\u5982\u4f55\u4e66\u5199\u6587\u6863":101,"\u5982\u4f55\u4f7f\u7528":83,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":84,"\u5982\u4f55\u5199\u65b0\u7684oper":99,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":82,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":84,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":84,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":82,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":84,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":82,"\u5982\u4f55\u66f4\u65b0www":101,"\u5982\u4f55\u6784\u5efa\u6587\u6863":101,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":84,"\u5982\u4f55\u8c03\u7528":82,"\u5982\u4f55\u8d21\u732e":101,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":97,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":105,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":84,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":92,"\u5b50\u5e8f\u5217\u95f4\u6709memori":92,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":84,"\u5b89\u88c5":[88,126],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":87,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":120,"\u5b89\u88c5\u6d41\u7a0b":87,"\u5b89\u88c5kubectl":112,"\u5b9a\u4e49operator\u7c7b":99,"\u5b9a\u4e49opkernel\u7c7b":99,"\u5b9a\u4e49protomaker\u7c7b":99,"\u5b9e\u73b0":55,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":99,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":98,"\u5b9e\u73b0\u65b9\u5f0f":56,"\u5b9e\u73b0\u8ba1\u7b97":100,"\u5b9e\u73b0c":[98,99],"\u5b9e\u73b0python\u5c01\u88c5":98,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":104,"\u5bfc\u51fac":55,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":111,"\u5c0f\u7ed3":2,"\u5de5\u5177":105,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":88,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":87,"\u5e76\u5b8c\u6210":97,"\u5efa\u7acb":97,"\u5f00\u53d1\u6807\u51c6":102,"\u5f00\u59cb\u5f00\u53d1":97,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":109,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":126,"\u5feb\u901f\u5b89\u88c5":90,"\u5feb\u901f\u5f00\u59cb":90,"\u6027\u80fd\u4f18\u5316":102,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":105,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":105,"\u6027\u80fd\u8c03\u4f18":109,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":126,"\u603b\u4f53\u6d41\u7a0b":96,"\u6216\u8005\u662f":79,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":85,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":79,"\u62a5importerror":79,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":55,"\u63a5\u53e3":125,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":82,"\u63a8\u5bfc\u65b9\u7a0b":98,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":97,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":97,"\u63d0\u4ea4\u955c\u50cf":113,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":89,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":91,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":109,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":126,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":124,"\u6574\u4f53\u65b9\u6848":114,"\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,"\u6587\u6863":117,"\u65b0\u624b\u5165\u95e8":90,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":80,"\u65f6\u5e8f\u6a21\u578b":126,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":92,"\u65f6\u95f4\u6b65":92,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":56,"\u672c\u5730\u6d4b\u8bd5":111,"\u672c\u5730\u8bad\u7ec3":111,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":82,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":97,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":118,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":104,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":113,"\u67e5\u770b\u8f93\u51fa":114,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":111,"\u6848\u4f8b\u4e8c":111,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":107,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":107,"\u6982\u5ff5\u7b80\u4ecb":99,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[91,94,107],"\u6a21\u5757":44,"\u6a21\u578b":125,"\u6a21\u578b\u4e0b\u8f7d":125,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":56,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":126,"\u6a21\u578b\u914d\u7f6e":[83,92,102],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":92,"\u6ce8\u518coper":99,"\u6ce8\u610f\u4e8b\u9879":[2,99],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":109,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":104,"\u7279\u5f81\u63d0\u53d6":125,"\u73af\u5883\u51c6\u5907":107,"\u751f\u6210\u5e8f\u5217":95,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":104,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":94,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":96,"\u7684\u533a\u522b":83,"\u7684\u53c2\u6570":83,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":83,"\u76ee\u5f55\u7ed3\u6784":56,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":101,"\u76f8\u5173\u6982\u5ff5":94,"\u77e9\u9635":109,"\u793a\u4f8b1":92,"\u793a\u4f8b2":92,"\u793a\u4f8b3":92,"\u793a\u4f8b4":92,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":82,"\u7a00\u758f\u8bad\u7ec3":111,"\u7b26\u53f7":55,"\u7b80\u4ecb":112,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":95,"\u7c7b":[55,98,99],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":89,"\u7ec6\u8282\u63cf\u8ff0":109,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":107,"\u7ed1\u5b9apython":99,"\u7f16\u5199yaml\u6587\u4ef6":113,"\u7f16\u8bd1":99,"\u7f16\u8bd1\u4f9d\u8d56":85,"\u7f16\u8bd1\u548c\u5b89\u88c5":[118,119,120],"\u7f16\u8bd1\u548c\u6267\u884c":99,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":79,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":79,"\u7f16\u8bd1\u65b9\u6cd5":85,"\u7f16\u8bd1\u6d41\u7a0b":87,"\u7f16\u8bd1\u9009\u9879":[56,85],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":85,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":85,"\u7f16\u8bd1paddlepaddl":118,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":125,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":55,"\u80cc\u666f":55,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":109,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":86,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":124,"\u8bad\u7ec3":109,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":82,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[89,126],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":94,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":82,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":110,"\u8bcd\u5411\u91cf\u6a21\u578b":126,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":124,"\u8bcd\u6c47\u8868":92,"\u8be6\u7ec6\u6559\u7a0b":105,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":92,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":94,"\u8f93\u5165\u4e0d\u7b49\u957f":92,"\u8f93\u5165\u793a\u4f8b":94,"\u8f93\u51fa":94,"\u8f93\u51fa\u65e5\u5fd7":126,"\u8fd0\u884c\u5bb9\u5668":113,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":88,"\u8fd0\u884cdocker":79,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":55,"\u8fdb\u884c\u8bad\u7ec3":[35,113],"\u8fdb\u9636\u6307\u5357":102,"\u9009\u62e9\u5b58\u50a8\u65b9\u6848":112,"\u901a\u7528":109,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":126,"\u9047\u5230":79,"\u90e8\u7f72kubernetes\u96c6\u7fa4":112,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":126,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[118,119,120],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":95,"\u914d\u7f6e\u7f51\u7edc":89,"\u914d\u7f6ekubectl":112,"\u914d\u7f6ekubectl\u8bbf\u95ee\u4f60\u7684kubernetes\u96c6\u7fa4":112,"\u94a9\u5b50":97,"\u9519\u8bef\u600e\u4e48\u529e":83,"\u9644\u5f55":126,"\u968f\u673a\u6570":109,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":80,"\u96c6\u7fa4\u8bad\u7ec3":111,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":80,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":96,"\u975e\u6cd5\u6307\u4ee4":79,"\u9884\u6d4b":[125,126],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[66,67,68,122],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":118,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":92,"api\u5e93":118,"beam_search\u7684\u751f\u6210":92,"book\u4e2d\u6240\u6709\u7ae0\u8282":72,"book\u6559\u7a0b":86,"class":[49,61,64],"cmake\u6e90\u7801\u7f16\u8bd1":79,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"float":82,"function":[32,48,49,64],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":111,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":105,"gpu\u955c\u50cf\u51fa\u73b0":79,"group\u6559\u7a0b":94,"import":79,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":119,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":114,"kubernetes\u5355\u673a\u8bad\u7ec3":113,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":76,"org\u5de5\u5177":101,"paddle\u52a8\u6001\u5e93\u4e2d":55,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":55,"paddle\u7248\u672c\u53f7\u4e3a0":79,"paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3":107,"paddlepaddle\u53d1\u884c\u89c4\u8303":72,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":72,"paddlepaddle\u73af\u5883\u4f9d\u8d56":88,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":85,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":120,"pod\u95f4\u901a\u4fe1":114,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":104,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":104,"python\u63a5\u53e3":125,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":79,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":126,"return":65,"rnn\u76f8\u5173\u6a21\u578b":93,"rnn\u914d\u7f6e":95,"switch":76,"tensor\u4f7f\u7528\u6837\u4f8b":100,"tensor\u5230eigentensor\u7684\u8f6c\u6362":100,"tensor\u6a21\u5757":100,Abs:5,For:32,NOT:43,The:[31,38,47,49,50,52,53,59,61,69,70],Use:[31,62],Using:[32,38],With:41,about:49,absolut:58,accuraci:21,activ:[5,8],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,addto:8,advanc:76,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,57,63,66],all:[73,77],analysi:66,anneal:84,api:[0,3,56,59,60,64,71,75],appendix:122,applic:3,arbitrari:47,architectur:66,argument:[45,65],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,assign:21,associ:73,assumpt:122,async:109,attent:95,attribut:[6,71],auc:7,auto:30,averag:60,avg:11,backgraound:30,background:[67,68,76,77,78],backward:[47,50,69],base:[41,58,67],basepool:11,basic:[76,122],batch:65,batch_norm:[8,21],batch_siz:65,beam:58,beam_search:8,beam_search_decod:21,becaus:84,benefit:[67,69],between:[29,64,69,75,76],bidirectional_gru:9,bidirectional_lstm:9,big:84,bilinear_interp:8,binari:31,bla:85,block:[31,49,50,62,64,69],block_expand:8,blockdesc:62,bootstrap:122,bottleneck:103,brelu:5,bring:122,build:[49,69],cach:2,can:73,capi:56,capi_priv:56,cast:21,challeng:[63,67],chang:58,check:[8,30],checker:30,checkpoint:[33,34,40],choos:32,chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:97,close:30,cluster:[39,122],cmake:32,code:[41,64,103,106],column_sum:7,commit:97,compar:122,comparis:64,compat:47,compil:[31,46,47,62,69,106],complet:47,compos:65,comput:[31,50,69,71],con:122,concat:[8,21],concept:[64,69],conclus:[40,51,122],condit:49,config:3,configur:27,conll05:14,connect:8,constantiniti:20,construct:50,content:[2,56,79,80,82,83,84,91,105],context_project:8,control:69,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,66,67],core:[30,64],cos_sim:[8,21],cost:8,creat:[65,68,69,73],create_arrai:21,creation:[37,60,71],creator:65,crf:8,crf_decod:8,cross_channel_norm:8,cross_entropi:21,cross_entropy_cost:8,cross_entropy_with_selfnorm_cost:8,ctc:8,ctc_error:7,cuda:[46,79,85],cudnn:85,cudnnavg:11,cudnnmax:11,current:[46,70],custom:65,data:[8,12,13,21,33,65,66],datafeed:[13,17],dataprovid:[3,109],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:58,decor:65,deep:[31,47],definit:78,demo:49,dens:40,depend:49,deploi:41,describ:[47,59],descript:[45,69],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,detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:69,devic:76,devicecontext:76,dictionari:65,differ:[69,76],discrimin:49,discuss:[49,67],dispatch:[33,37],distribut:[29,33,36,41,66],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:[41,96],doe:[43,65],dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,driver:79,drop_out:83,dropout:[8,21],duplic:83,dure:[58,65],dylib:56,dynam:[33,77],dynamic_lstm:21,dynet:51,eigen:100,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:65,environ:41,eos:8,eval:66,evalu:[7,18,42],event:[28,29],evolut:47,examin:103,exampl:[29,32,52,56,68],except:82,execut:[31,47,62,69],executor:[19,43],exp:5,expand:[8,91],expandlevel:8,explain:30,factor:8,factorization_machin:8,faq:81,fault:33,file:[31,103],fill_const:21,fill_constant_batch_size_lik:21,first_seq:[8,91],float16:46,fluid:[16,47,106],fork:97,format:[31,33,54],forward:50,frame:31,framework:[30,100],from:[29,40,75],full_matrix_project:8,fulli:8,functor:76,futur:47,gan:49,gate:95,gated_unit:8,gener:[49,58,103,122],get_output:8,give:65,global:[62,64],gpu:109,gradient:[30,38,70],gradient_print:7,graident:30,graph:[50,51,67,69,71],group:8,gru:[9,109],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,55],happen:40,hardwar:46,helper:64,hierarchi:31,high:[59,60,71,75],how:[30,36,60,65,69,76],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,ident:5,identifi:103,identity_project:8,ifels:52,ifelseop:31,illeg:79,imag:[8,9,15,41],imagenet:125,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],increment:21,infer:[28,82],infershap:[62,74],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49],input_typ:2,insid:73,instal:122,instead:65,instruct:79,insuffici:79,integr:76,interact:75,interfac:[12,13,15,30,33,38,39,59,65,68,73],intermedi:69,interpol:8,introduc:[58,77],introduct:71,isn:65,issu:[46,97],job:[33,41,113],join:8,kernel:69,kmax_sequence_scor:8,kubernet:[41,112,113],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,91],layer:[8,21,29,48,64,83],learn:[31,47,84],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],limit:66,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,65],local:[66,68,73],lod:58,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[57,58,77],lodtensordesc:78,log:5,logic:37,look:103,low:[60,71,75],lstm:[9,21,109],lstm_step:8,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,58],macro:69,main:49,manag:32,map:[65,69],master:[33,37,41],math:[8,76],mathemat:30,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,57,76,83,92,94],merge_lod_tensor:21,messag:[75,84],method:58,might:49,migrat:69,mileston:69,mini:65,minibatch:13,misc:8,mix:8,mnist:14,mobil:121,model:[3,27,29,36,38,40,47,49,54,58,95,125],modul:[69,76,79],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:[73,79,83],nce:8,necess:64,necessari:69,need:65,nest:57,net:22,network:[9,69,95],neural:95,nlp:[9,109],norm:[8,71],normaliniti:20,note:30,numer:30,numpi:30,nvprof:105,nvvp:105,object:33,offset:58,ones:21,onli:[65,73],op_mak:69,oper:[48,52,60,62,64,67,69,70,74,77],opinfomap:69,opkernel:[69,76],opproto:75,ops:71,optim:[10,23,33,38,50,59,64],option:45,opwithkernel:69,order:45,org:101,origin:69,orthogon:73,out_prod:8,output:8,overview:[40,43,69,73,106],pack:58,packag:32,pad:8,paddl:[36,65,73,79,83,100],paddlejob:41,paddlepaddl:[29,31,47,60,62,66,71,72,79,101,106,117],paradigm:47,parallel_nn:111,paramattr:24,paramet:[6,8,28,29,33,38,39,41,60,61,64,67,71],parameteraverageoptim:60,parent:73,part:50,partit:38,path:[40,45],penalti:71,perform:[60,103,109],persist:37,pfsclient:[44,45],pfsserver:44,place:76,placement:66,platform:79,pnpair:7,point:82,pool2d:21,pool:[8,11,91],pose:[53,70],power:8,pre:97,precision_recal:7,prefetch:65,prelu:8,print:7,pro:122,problem:[42,53,59,70],procedur:122,process:[33,38,41,59,69],profil:[25,103],program:[31,47,62,64],programdesc:62,project:32,propos:[53,70,71],protobuf:74,protocol:84,provid:[2,65],prune:63,pserver:40,pull:97,push:97,python:[30,41,57,59,60,64,65,66,71,75,78,103],qualiti:69,queue:[33,37],rank:7,rank_cost:8,raspberri:120,rate:84,reader:[12,13,29,65],realiz:69,recoveri:33,recurr:[8,9,83,94,95],recurrent_group:8,ref:30,refactor:69,refer:[2,66,67],regist:[53,69,75],registr:[69,70],registri:69,regular:[26,38,71],reject:84,rel:58,relat:[69,77],relu:5,remot:[39,68],repeat:8,represent:[31,69],request:97,requir:[32,49],reshap:[8,21],resiz:8,resnet:125,retri:37,reus:64,rmsprop:10,rnn:[57,77,92,109],rnnop:[31,57,69],roi_pool:8,rotat:8,row:74,row_conv:8,row_l2_norm:8,run:106,runtim:[41,66],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,57,69,73],search:58,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:[58,95],sequence_conv:21,sequence_conv_pool:[9,22],sequence_pool:21,sequencesoftmax:5,server:[33,37,38,41,67],session:[66,68],sextant:122,sgd:109,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,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],sourc:106,spars:[38,39,40,74],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:29,statement:42,step:57,storag:71,store:33,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,support:[46,76,77,79],survei:[46,51,71,122],synopsi:45,system:47,tabl:56,table_project:8,tanh:5,task:[33,37],tecton:122,tensor:[8,69,76,100],tensorarrai:[58,77],tensordesc:78,tensorflow:51,text_conv_pool:9,theori:30,thi:[73,79],think:49,three:77,time:106,timelin:40,todo:[34,35],togeth:73,toler:33,too:84,tool:[32,122],topic:76,topk:21,toward:47,train:[28,29,33,36,39,41,59,65,66],trainer:[28,33,38,40,41],tran:8,trans_full_matrix_project:8,translat:58,transpos:21,tune:109,ture:47,two:30,uci_h:14,uniform:77,uniforminiti:20,unpack:58,updat:[29,39,40],usag:[57,58,65],use:[36,65],user:33,util:7,value_print:7,vardesc:78,variabl:[64,69,73,78],version:[46,79],vgg_16_network:9,warp_ctc:8,weightdecayregular:26,what:[36,40,43],wheel:79,when:[40,73],whl:79,why:[46,47,60,65,69,77],wmt14:14,xavieriniti:20,zero:21,zoo:125}})