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/kernel_hint_design","design/mkl/mkl_packed","design/mkl/mkldnn","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/paddle_nccl","design/parameter_average","design/parameters_in_cpp","design/program","design/prune","design/python_api","design/reader/README","design/refactor/distributed_architecture","design/refactor/multi_cpu","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/switch_kernel","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/cluster/fabric_cn","howto/usage/cluster/k8s_aws_cn","howto/usage/cluster/k8s_cn","howto/usage/cluster/k8s_distributed_cn","howto/usage/cluster/openmpi_cn","howto/usage/cluster/src/k8s_data/README","howto/usage/cluster/src/k8s_train/README","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","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/kernel_hint_design.md","design/mkl/mkl_packed.md","design/mkl/mkldnn.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/paddle_nccl.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/multi_cpu.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/switch_kernel.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/cluster/fabric_cn.md","howto/usage/cluster/k8s_aws_cn.md","howto/usage/cluster/k8s_cn.md","howto/usage/cluster/k8s_distributed_cn.md","howto/usage/cluster/openmpi_cn.md","howto/usage/cluster/src/k8s_data/README.md","howto/usage/cluster/src/k8s_train/README.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","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":133,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":111,"03m":111,"0424m":111,"0473v3":9,"04\u4ee5\u4e0a":94,"04\u4ee5\u53camaco":96,"055ee37d":115,"0630u":111,"06u":111,"0810u":111,"08823112e":4,"0957m":111,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":122,"0\u5c42\u5e8f\u5217":97,"0_cudnn5":91,"0_cudnn5_avx_mkl":94,"0_cudnn7_avx_mkl":94,"0ab":8,"0rc1":77,"0rc2":77,"0x10f256d50":51,"0x7ffe4de00110":51,"100gi":115,"100m":88,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":133,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":133,"101\u5c42\u7f51\u7edc\u6a21\u578b":133,"10g":41,"1150u":111,"11\u5b9e\u73b0\u4e86c":59,"11e6":116,"12194102e":4,"124n":111,"128\u7ef4\u548c256\u7ef4":132,"12\u4ee5\u4e0a":94,"12\u64cd\u4f5c\u7cfb\u7edf":85,"13m":116,"1490u":111,"14\u7248\u672c\u4ee5\u4e0a\u7684":128,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":124,"152\u5c42\u7f51\u7edc\u6a21\u578b":133,"15501715e":4,"1550u":111,"15\u884c":98,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":90,"16u":111,"173m":133,"173n":111,"1770u":111,"18ad":115,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":116,"197u":111,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":91,"1\u7684\u5c42\u4e4b\u5916":124,"1\u7a00\u758f\u6570\u636e":104,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":124,"1st":21,"210u":111,"211839e770f7b538e2d8":9,"215n":111,"228u":111,"234m":133,"2520u":111,"25639710e":4,"25k":134,"2680u":111,"26\u884c":98,"27787406e":4,"279n":111,"27m":111,"285m":111,"2863m":111,"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":111,"2977m":111,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":90,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":117,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":124,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":117,"2cbf7385":115,"302n":111,"30u":111,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":132,"32777140e":4,"328n":111,"32\u7ef4":132,"32u":111,"32x32":14,"331n":111,"3320u":111,"36540484e":4,"365e":115,"36u":111,"3710m":111,"3768m":111,"387u":111,"38u":111,"3920u":111,"39u":111,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":94,"3\u53f7gpu":88,"4035m":111,"4090u":111,"4096mb":122,"4279m":111,"43630644e":4,"43u":111,"448a5b355b84":116,"4560u":111,"4563m":111,"45u":111,"4650u":111,"4726m":111,"473m":116,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":90,"4gb":122,"500m":88,"50\u5c42":133,"50\u5c42\u7f51\u7edc\u6a21\u578b":133,"50bd":115,"50gi":115,"51111044e":4,"514u":111,"525n":111,"526u":111,"53018653e":4,"536u":111,"5460u":111,"5470u":111,"54u":111,"5690m":111,"573u":111,"578n":111,"5798m":111,"586u":111,"58s":116,"5969m":111,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":132,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":94,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":94,"5_cudnn5_avx_mkl":94,"6080u":111,"6140u":111,"6305m":111,"639u":111,"64\u5e73\u53f0\u4e3a\u4f8b":126,"64\u7ef4":132,"64m":57,"655u":111,"6780u":111,"6810u":111,"682u":111,"6970u":111,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":111,"6\u4ee5\u4e0a":[94,96],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":94,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":132,"6ce9":115,"704u":111,"70634608e":4,"7090u":111,"72296313e":4,"72u":111,"73u":111,"75u":111,"760u":111,"767u":111,"783n":111,"784u":111,"78m":111,"7\u4ee5\u4e0a":126,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":94,"7\u4ee5\u4e0b":126,"7\u548cpip":85,"7\u7248\u672c\u5f00\u59cb":126,"7\u7cfb\u5217":94,"7eamaa":14,"7kb":116,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":107,"8250u":111,"8300u":111,"830n":111,"849m":111,"85625684e":4,"861u":111,"8661m":111,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":132,"877\u884c":132,"892m":111,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":90,"901n":111,"90u":111,"918u":111,"9247m":111,"924n":111,"9261m":111,"93137714e":4,"9330m":111,"94u":111,"9530m":111,"96644767e":4,"983m":111,"988u":111,"997u":111,"99982715e":4,"99m":133,"99u":111,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":127,"9f18":116,"\u4e00":98,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":105,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":44,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":116,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":100,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":100,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":100,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":100,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":128,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":88,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":111,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":97,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":97,"\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":104,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":104,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":104,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":105,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":90,"\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":122,"\u4e00\u4e2alabel":98,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":101,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":134,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":44,"\u4e00\u4eba":98,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":100,"\u4e00\u53f0\u7535\u8111":102,"\u4e00\u65e9":98,"\u4e00\u662fbatch":88,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":102,"\u4e00\u6b21\u6027\u676f\u5b50":98,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[97,98],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":77,"\u4e00\u822c\u4ece":103,"\u4e00\u822c\u5728paddlepaddle\u4e2d":98,"\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":90,"\u4e00\u822c\u6765\u8bf4":101,"\u4e00\u822c\u7531mkl":56,"\u4e00\u822c\u8868\u793a":98,"\u4e00\u822c\u8bbe\u7f6e":90,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":134,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,95],"\u4e0a":103,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":128,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":44,"\u4e0a\u4f20\u65b9\u6cd5":77,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":113,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":98,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":117,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":44,"\u4e0a\u7f16\u8bd1\u5f88\u6162":102,"\u4e0a\u7f51":98,"\u4e0a\u8fd0\u884c":126,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":90,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":92,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":102,"\u4e0a\u8ff0\u7684":89,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":111,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":105,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":105,"\u4e0b":[105,107],"\u4e0b\u540c":90,"\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":111,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":133,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":104,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":35,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":100,"\u4e0b\u6587\u4f7f\u7528":117,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":116,"\u4e0b\u6b21":98,"\u4e0b\u7684":117,"\u4e0b\u8868\u5c55\u793a\u4e86batch":133,"\u4e0b\u8f7d":44,"\u4e0b\u8f7d\u5230\u672c\u5730":44,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":116,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":92,"\u4e0b\u8f7dgpu\u7248\u672c\u7684docker\u955c\u50cf":92,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":111,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":105,"\u4e0b\u9762\u4ee5":113,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":105,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":106,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":59,"\u4e0b\u9762\u5217\u51fa\u4e86":101,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":104,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":117,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":116,"\u4e0b\u9762\u662f":105,"\u4e0b\u9762\u662f\u5bf9":105,"\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":90,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":104,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":133,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":133,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":105,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":104,"\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":95,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":97,"\u4e0d":98,"\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":102,"\u4e0d\u4f1a\u518d\u4ece":88,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":102,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":58,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":104,"\u4e0d\u4f7f\u7528c":58,"\u4e0d\u4f7f\u7528swig":58,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":105,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":105,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":105,"\u4e0d\u540c":56,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":89,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":105,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":122,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":133,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":101,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":58,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":88,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":117,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,95],"\u4e0d\u540c\u8bbe\u5907":105,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":58,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":100,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":100,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":98,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":106,"\u4e0d\u5728":59,"\u4e0d\u5bb9\u6613\u51fa\u9519":44,"\u4e0d\u5c11":98,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":58,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":100,"\u4e0d\u6307\u5b9a\u65f6":100,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,95],"\u4e0d\u662f\u771f\u6b63\u7684layer":89,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":89,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":58,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":103,"\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":105,"\u4e0d\u80fd\u592a\u968f\u610f":103,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":103,"\u4e0d\u8fc7":98,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":102,"\u4e0d\u8fdc":98,"\u4e0d\u9519":98,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":102,"\u4e0d\u9700\u8981\u8bbe\u7f6e":126,"\u4e0e":[56,105,110,117,132],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":44,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":56,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":77,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":98,"\u4e0e\u53ef\u80fd\u6709\u7684":77,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":113,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":110,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":90,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":114,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":117,"\u4e0e\u8c03\u4f18":110,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":88,"\u4e0ebatch":55,"\u4e0ejob":117,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":105,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":105,"\u4e0epython\u4e0d\u540c":110,"\u4e14":98,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":103,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":110,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,95],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":98,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":59,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":58,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":58,"\u4e24":98,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":107,"\u4e24\u4e2a\u5d4c\u5957\u7684":100,"\u4e24\u4e2a\u64cd\u4f5c":111,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":98,"\u4e24\u4e2a\u90e8\u5206":107,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":88,"\u4e24\u79cd\u7c7b\u522b":134,"\u4e24\u79cdblas\u5e93":91,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":88,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":77,"\u4e2a":134,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":88,"\u4e2a\u6027\u5316\u63a8\u8350":77,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":122,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":122,"\u4e2d":[55,56,58,59,88,104,105,106,110,117,134],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":103,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":132,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":113,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":56,"\u4e2d\u4f20\u5165\u53c2\u6570":113,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":113,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":88,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":98,"\u4e2d\u5199\u5165json\u5185\u5bb9":34,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":128,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":134,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":126,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":126,"\u4e2d\u5305\u542bc":[126,128],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":103,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":103,"\u4e2d\u5b8c\u5168\u4e00\u81f4":58,"\u4e2d\u5b9a\u4e49":101,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":100,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":56,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":59,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":55,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":133,"\u4e2d\u5f15\u5165\u7684":55,"\u4e2d\u6307\u5b9a":122,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":124,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":133,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":56,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":106,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":133,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":91,"\u4e2d\u6587\u6587\u6863":107,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":107,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":98,"\u4e2d\u6839\u636e":55,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":88,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":117,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":122,"\u4e2d\u6dfb\u52a0":55,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":56,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":105,"\u4e2d\u7684":[106,133],"\u4e2d\u7684\u4e00\u884c":[2,103],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":113,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":103,"\u4e2d\u7684\u6570\u636e":133,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":133,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":77,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":117,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":114,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":104,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":105,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":35,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":88,"\u4e3a":[2,55,56,101,105,126,127,128],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":105,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":103,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":104,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":92,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":104,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":56,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":44,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":102,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":100,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":103,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":59,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":56,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":55,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":110,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":126,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":111,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[126,127],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":56,"\u4e3a\u4ec0\u4e48\u7528":102,"\u4e3a\u4f8b":[89,105,134],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":105,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":134,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":90,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":92,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":111,"\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":132,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":114,"\u4e3a\u6b64":116,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":105,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":104,"\u4e3aconst\u51fd\u6570":105,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":104,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":122,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":44,"\u4e3b\u8981\u5305\u62ec":56,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":56,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":95,"\u4e3b\u8981\u539f\u56e0":98,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":88,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":105,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":134,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":56,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":90,"\u4e3e\u4f8b":88,"\u4e3e\u4f8b\u8bf4\u660e":98,"\u4e4b\u524d":103,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":134,"\u4e4b\u540e":[95,104],"\u4e4b\u540e\u4f7f\u7528":104,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":104,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":107,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":104,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":91,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":59,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":102,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":100,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":104,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":110,"\u4e58\u9664\u7b49\u65f6\u5019":88,"\u4e5f":98,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":100,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":59,"\u4e5f\u4e0d\u751f\u6210":59,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":89,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":102,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":103,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":107,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":100,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":113,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":107,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":111,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":117,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":134,"\u4e5f\u53ef\u5199\u6210":105,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":127,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":126,"\u4e5f\u5c31\u662f":103,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":134,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":102,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":103,"\u4e5f\u5c31\u662f\u8bf4":[122,124,132],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":56,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":117,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":111,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":98,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":100,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":85,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":134,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":58,"\u4e7e":98,"\u4e86":[98,102],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":110,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":111,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":101,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":101,"\u4e8c\u7ef4\u77e9\u9635":133,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":98,"\u4e8c\u8fdb\u5236":132,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":110,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":110,"\u4e94\u661f\u7ea7":98,"\u4ea4\u4e92\u7684\u65b9\u6cd5":110,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":126,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":126,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":126,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":127,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":127,"\u4ea4\u53c9\u7f16\u8bd1raspberri":128,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":126,"\u4ea4\u901a":98,"\u4ea4\u901a\u4fbf\u5229":98,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[126,127],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":92,"\u4eba\u8138\u8bc6\u522b":35,"\u4ec0\u4e48\u662f":102,"\u4ec5\u4ec5\u4f7f\u7528":58,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":56,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":104,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":104,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":117,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":126,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":113,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":134,"\u4ece":[77,86,111],"\u4ece0\u5230num":122,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":113,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":100,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":111,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":90,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":98,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":134,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":127,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":126,"\u4ece\u6e90\u7801\u7f16\u8bd1":93,"\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":104,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":86,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":134,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":55,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":100,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":113,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":98,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":132,"\u4ececmake":126,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":34,"\u4ecestart":122,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":103,"\u4ed4\u7ec6\u89c2\u5bdf":133,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":59,"\u4ed6\u4eec\u5206\u522b\u662f":98,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":102,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":98,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":133,"\u4ed6\u662f\u5c06":59,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":58,"\u4ee3\u66ff":117,"\u4ee3\u7801\u4e2d9":98,"\u4ee3\u7801\u53c2\u8003":113,"\u4ee3\u7801\u5982\u4e0b":[88,89,90,101],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":103,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":58,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":110,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":105,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":117,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":56,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":35,"\u4ee3\u8868shard\u7684index":35,"\u4ee5":89,"\u4ee5\u4e0a":[103,126],"\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":101,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":102,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":92,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":118,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":103,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":134,"\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":132,"\u4ee5\u4e0b\u7b80\u79f0rnn":55,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":92,"\u4ee5\u4f7f\u7528":126,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":90,"\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":113,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":104,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":104,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":102,"\u4ee5\u53ca":[55,102,104],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":101,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":102,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":97,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":128,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":105,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":100,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":104,"\u4ee5\u53caandroid":126,"\u4ee5\u53caandroid\u6240\u9700":126,"\u4ee5\u53cagcc":91,"\u4ee5\u53canumpi":35,"\u4ee5\u53carelu":104,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":126,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":127,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":56,"\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":[126,127,128],"\u4ee5\u793a\u533a\u5206":[55,56],"\u4ee5\u8f93\u51fa":88,"\u4ee5\u9017\u53f7":132,"\u4ee5\u9017\u53f7\u95f4\u9694":122,"\u4ee5eigentensor\u4e3a\u4f8b":106,"\u4ee5embedding\u5c42\u4e3a\u4f8b":90,"\u4ee5lstm\u4e3a\u4f8b":89,"\u4ef7\u683c":98,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":114,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":113,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":98,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":34,"\u4f18\u5316\u524d":55,"\u4f18\u5316\u540e":55,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":104,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":110,"\u4f1a\u4ee5":[55,56],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":55,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":56,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":117,"\u4f1a\u5171\u4eab\u53c2\u6570":90,"\u4f1a\u5173\u8054\u53c2\u6570":89,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":113,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":122,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":98,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":117,"\u4f1a\u5728":[56,107],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":107,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":56,"\u4f1a\u5927\u4e0d\u76f8\u540c":113,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":88,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":100,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":58,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":100,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":88,"\u4f1a\u5f15\u5165":56,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":100,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":110,"\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":113,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":56,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":88,"\u4f1a\u62a5\u9519":100,"\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\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u5728":56,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":55,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":110,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":58,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":104,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":56,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":103,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":91,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":56,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":117,"\u4f1a\u88ab":113,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":100,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":35,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":103,"\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":90,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":122,"\u4f46":59,"\u4f46\u4e0d\u66b4\u9732":59,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":104,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":122,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":98,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":98,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":100,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":91,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":77,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":98,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":88,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":77,"\u4f46\u662f":[88,98],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":59,"\u4f46\u662f\u5728mkl":56,"\u4f46\u662f\u5728paddlepaddle\u4e2d":56,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":121,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":98,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":113,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":103,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":56,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":124,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":56,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":88,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":102,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":58,"\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":110,"\u4f46\u662fbatch":88,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,95],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,95],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":94,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":105,"\u4f46eigen":106,"\u4f4d\u7f6e":98,"\u4f4f":98,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":98,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":101,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":105,"\u4f5c\u4e3a\u53c2\u6570\u7684id":90,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":35,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":100,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":58,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":91,"\u4f5c\u4e3a\u8f93\u51fa":101,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":98,"\u4f5c\u7528":97,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":133,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":134,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":132,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":133,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":134,"\u4f60\u53ef\u4ee5\u4f7f\u7528":133,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":124,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":133,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":133,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":132,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":133,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":133,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":107,"\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":104,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":124,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":104,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":104,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":134,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":85,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":104,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":113,"\u4f7f\u7528":[56,59,77,88,89,90,98,100,101,104,110,111,122,126,134],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":124,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":124,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":133,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":124,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":124,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":104,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":88,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":116,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":35,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":107,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":90,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":95,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":132,"\u4f7f\u7528\u52a8\u6001\u5e93":58,"\u4f7f\u7528\u53c2\u6570":[91,113],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":34,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":126,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":88,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":88,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":132,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":101,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":110,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":117,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":116,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":105,"\u4f7f\u7528\u6587\u6863":105,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":88,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":59,"\u4f7f\u7528\u6848\u4f8b":123,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":113,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":59,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":122,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":100,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":133,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":122,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":122,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":90,"\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":98,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":104,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":58,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":132,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":59,"\u4f7f\u7528c99\u505a\u63a5\u53e3":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":58,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":58,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":122,"\u4f7f\u7528cmake\u7684\u8bdd":110,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":124,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":124,"\u4f7f\u7528docker":92,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":92,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":93,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":102,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":107,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":91,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":126,"\u4f7f\u7528init":124,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":98,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":98,"\u4f7f\u7528model":124,"\u4f7f\u7528openblas\u7684\u955c\u50cf":92,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":126,"\u4f7f\u7528paddlepaddl":134,"\u4f7f\u7528pip\u5b89\u88c5":93,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":122,"\u4f7f\u7528regress":77,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":58,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":58,"\u4f7f\u7528void":58,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":90,"\u4f86":98,"\u4f8b\u5982":[2,35,58,59,77,88,89,91,95,98,101,104,111,117,121,122,124,133,134],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":110,"\u4f8b\u5982\u4f7f\u7528":88,"\u4f8b\u5982\u5728deepspeech2":55,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":58,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":58,"\u4f8b\u5982\u5bf9\u4e8epython":58,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":98,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":98,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":98,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":88,"\u4f8b\u5982c":58,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":58,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":117,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":58,"\u4f8b\u5982python\u7684":58,"\u4f8b\u5982rnn":55,"\u4f8b\u5982sigmoid":104,"\u4f8b\u5982sigmoid\u53d8\u6362":134,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":113,"\u4f8b\u5b50\u4e2d\u662f":104,"\u4f8b\u5b50\u4e2d\u662f0":104,"\u4f8b\u5b50\u4e2d\u662f100":104,"\u4f8b\u5b50\u4e2d\u662f4096":104,"\u4f8b\u5b50\u4e2d\u662f8192":104,"\u4f8b\u5b50\u4e2d\u662ffc":104,"\u4f8b\u5b50\u4e2d\u662fsoftmax":104,"\u4f9bpaddlepaddle\u52a0\u8f7d":122,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":105,"\u4f9d\u6b21\u7c7b\u63a8":77,"\u4f9d\u8d56":[91,94],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":92,"\u4f9d\u8d56libpython2":91,"\u4fbf\u5229":98,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":98,"\u4fbf\u5b9c":98,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":58,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":122,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":90,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":122,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":122,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":133,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":103,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":114,"\u4fee\u590d\u6240\u6709bug\u540e":77,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":77,"\u4fee\u590dubuntu":77,"\u4fee\u6539":[56,77,116],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":116,"\u4fee\u6539\u6210":77,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":111,"\u4fee\u6539\u6587\u6863":108,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[98,103],"\u503c\u5f97\u6df1\u5165\u5206\u6790":111,"\u503c\u7c7b\u578b":124,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":90,"\u5047\u8bbe":104,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":92,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":104,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":88,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":132,"\u504f\u7f6e\u53c2\u6570":133,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":104,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":106,"\u505a\u53ea\u8bfb\u6302\u8f7d":35,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":77,"\u505a\u63a5\u53e3":58,"\u505a\u68af\u5ea6\u68c0\u6d4b":105,"\u505a\u68c0\u67e5":105,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":34,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":122,"\u505c\u7535":98,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":110,"\u5143\u7d20":97,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":97,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":55,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":110,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":55,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":59,"\u5148\u627e\u51fa\u53c2\u6570":89,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":85,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":110,"\u5148\u8c03\u7528initializer\u51fd\u6570":134,"\u514b\u9686\u4e0b\u9762":128,"\u5168\u5bb6":98,"\u5168\u8fde\u63a5\u5c42":132,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":104,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":133,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":104,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":104,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":104,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":104,"\u516c\u5f0f":92,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":105,"\u5171\u4eab\u5185\u5b58":56,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":55,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":105,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":117,"\u5171\u670932":132,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":105,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":98,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":103,"\u5173\u4e8eavx":92,"\u5173\u4e8eeigen":106,"\u5173\u4e8elstm":89,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":117,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":95,"\u5173\u4e8eunbound":100,"\u5173\u952e\u8bcd\u5305\u62ec":103,"\u5176\u4e2d":[2,58,77,88,90,95,101,104,110,126,128,132,133],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":133,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":113,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":127,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":127,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":127,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":134,"\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":97,"\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":133,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":122,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":122,"\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":95,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":106,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":102,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":88,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":88,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":59,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":134,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":124,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":77,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":91,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[126,127],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":101,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":104,"\u5176\u4f59\u884c\u662f":132,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":134,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":110,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":134,"\u5176\u5b83layer\u7684\u8f93\u51fa":100,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":88,"\u5176\u6b21":[2,98,134],"\u5176\u8bf4\u660e\u5982\u4e0b":98,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":55,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":101,"\u5176name\u7531\u53c2\u6570":89,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[59,88],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":102,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":59,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,88,104],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":56,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":100,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[55,56],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":111,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":85,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":134,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":56,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":85,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":133,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,59,103],"\u5177\u4f53\u8bf7\u89c1":103,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":98,"\u5185":101,"\u5185\u5b58":111,"\u5185\u5b58\u4e0d\u8db3":86,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":122,"\u5185\u5bb9":[105,134],"\u5185\u5bb9\u5982\u4e0b":116,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":98,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":117,"\u5185\u90e8":117,"\u5185\u90e8\u5b58\u50a8":56,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":58,"\u518d\u4ee5":105,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":90,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":58,"\u518d\u57fa\u4e8e":77,"\u518d\u5b89\u88c5":[85,94],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":98,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":98,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":98,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":113,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":110,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":55,"\u518d\u6307\u5b9a":91,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":110,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":110,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":104,"\u518d\u901a\u8fc7\u51fd\u6570":117,"\u5199\u4ee3\u7801":58,"\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":104,"\u5199\u7684":110,"\u51c6\u5907":98,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":113,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":118,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":113,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":88,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":88,"\u51cf\u5c0fbatch":88,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":113,"\u51fa\u53bb\u73a9":98,"\u51fa\u5dee":98,"\u51fa\u6765":98,"\u51fa\u73b0":85,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":90,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":89,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[85,94],"\u51fd\u6570":[2,55,56,101,104,110,111],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":105,"\u51fd\u6570\u5047\u8bbe":101,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":111,"\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":100,"\u51fd\u6570\u540d":110,"\u51fd\u6570\u540d\u4e3a":59,"\u51fd\u6570\u547d\u540d":58,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":105,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":110,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":104,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":104,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":100,"\u51fd\u6570\u603b\u65f6\u95f4":110,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":104,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":111,"\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":104,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":104,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":110,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":110,"\u51fd\u6570\u91cc\u5b9e\u73b0":105,"\u5206\u4e3a\u597d\u8bc4":134,"\u5206\u522b\u4e3a":132,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":100,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":56,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":98,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":100,"\u5206\u522b\u662f":97,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":101,"\u5206\u522b\u662fsentences\u548clabel":98,"\u5206\u522b\u662fwords\u548clabel":98,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":104,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":98,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":34,"\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":113,"\u5206\u5e03\u5f0f\u8bad\u7ec3":108,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":113,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[77,103],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":77,"\u5206\u652f\u4e0a":103,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":103,"\u5206\u652f\u4e2d":77,"\u5206\u652f\u4e3a\u5f00\u53d1":77,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":77,"\u5206\u652f\u4e3a\u7a33\u5b9a":77,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":77,"\u5206\u652f\u5408\u5165":77,"\u5206\u652f\u5408\u5165master\u5206\u652f":77,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":77,"\u5206\u652f\u540d":103,"\u5206\u652f\u540d\u4e3a":77,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":77,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":77,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":105,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":77,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":77,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":126,"\u5206\u652f\u89c4\u8303":103,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":111,"\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":133,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":132,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":132,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":132,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":122,"\u5206\u9694":132,"\u5207\u6362\u5230":103,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":103,"\u5217\u540d":110,"\u5217\u8868\u5982\u4e0b":[2,95],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":104,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":91,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":127,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":122,"\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":122,"\u5219\u53ef\u8bbe\u7f6e":[126,127,128],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":134,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":113,"\u5219\u5ffd\u7565":34,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":122,"\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":111,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":122,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5219\u8bbe\u7f6e\u6210":[126,128],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":88,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":127,"\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":91,"\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":113,"\u521b\u5efa":56,"\u521b\u5efa\u4e00\u4e2a":96,"\u521b\u5efa\u4e00\u4e2akubernet":117,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":103,"\u521b\u5efa\u6210\u529f\u540e":117,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":118,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":104,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":104,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":122,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":132,"\u521d\u59cb\u5316\u7236\u7c7b":104,"\u521d\u59cb\u5316biases_":104,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":100,"\u5220\u9664":103,"\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":127,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":88,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":134,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":88,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":100,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":134,"\u5229\u843d":98,"\u522b\u4eba\u5e2e\u4e86\u5fd9":103,"\u522b\u5fd8\u4e86":102,"\u5230":[34,85,101],"\u5230\u672c\u5730":103,"\u5230\u6b64":105,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":117,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":117,"\u5237\u7259":98,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":117,"\u524d\u53f0":98,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":55,"\u524d\u5411\u4f20\u64ad":104,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":104,"\u524d\u5411\u548c\u540e\u5411":104,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":105,"\u524d\u8005\u5728":88,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":105,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":88,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":105,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":103,"\u524d\u9700\u8981\u5b89\u88c5":110,"\u524d\u9988":113,"\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":77,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":104,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":134,"\u52a0\u5165":111,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":101,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":101,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":90,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":90,"\u52a0\u8f7dtest":122,"\u52a0\u901f\u7f16\u8bd1":91,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":88,"\u52a8\u6001\u5e93":58,"\u52a9\u624b":104,"\u5305":110,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":132,"\u5305\u542b3\u4e2a\u5c5e\u6027":132,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":59,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":91,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":113,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":113,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":110,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":105,"\u5305\u62ec":[35,55,56,113,122,134],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":88,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":34,"\u5305\u62ec\u751f\u6210cpu":91,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":95,"\u5305\u62ec\u7b80\u5355\u7684":134,"\u5305\u62ecbool":124,"\u5305\u62eclinux":126,"\u5305\u62ecmkl":56,"\u5305\u7684\u65b9\u6cd5\u662f":85,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":98,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":98,"\u5341\u4e00":98,"\u534e\u6da6\u4e07\u5bb6":98,"\u534f\u540c\u5b8c\u6210releas":77,"\u5355\u4e2a\u503c":35,"\u5355\u4f4d\u662fmb":122,"\u5355\u5143\u6d4b\u8bd5":[102,106],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":85,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":105,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":102,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":121,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":98,"\u5355\u53cc\u5c42rnn":99,"\u5355\u5c42":100,"\u5355\u5c42\u4e0d\u7b49\u957frnn":98,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":98,"\u5355\u5c42\u5e8f\u5217":97,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":97,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":97,"\u5355\u5c42\u6216\u53cc\u5c42":97,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":98,"\u5355\u5c42rnn":[98,100],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":98,"\u5355\u673acpu\u8bad\u7ec3":88,"\u5355\u673agpu\u8bad\u7ec3":88,"\u5355\u6b65\u51fd\u6570":101,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":101,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":101,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":101,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":105,"\u5355\u70b9\u6545\u969c":34,"\u5355\u7eaf\u7684":110,"\u5355\u8fdb\u5355\u51fa":100,"\u5360\u4f4d\u7b26":132,"\u5360\u7528\u4e8617":110,"\u536b\u751f":98,"\u5373":[59,88,89,105,107,117,134],"\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":98,"\u5373\u4e0d\u5141\u8bb8\u5728":105,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":98,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":98,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":98,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":98,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":98,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":98,"\u5373\u4f7f\u7528":[59,89],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":122,"\u5373\u4f7fc":59,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":59,"\u5373\u4fbf\u662f":102,"\u5373\u4fbf\u8bbe\u7f6e":85,"\u5373\u4fbfpaddl":59,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":100,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":101,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":98,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":100,"\u5373\u53ef":103,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":88,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":126,"\u5373\u53ef\u5728":128,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":94,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":92,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":110,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":110,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":98,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":88,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,95],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":59,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":134,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":98,"\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":98,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":106,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":100,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":98,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":97,"\u5373\u6574\u6570\u6570\u7ec4":98,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":98,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":98,"\u5373\u66b4\u9732":59,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":98,"\u5373\u7f51\u5361\u540d":117,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":56,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":88,"\u5373\u8bbe\u7f6e":88,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":92,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":58,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":90,"\u5373input":100,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":98,"\u5377\u79ef\u5c42\u6743\u91cd":133,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":134,"\u5378\u8f7dpaddlepaddle\u5305":85,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":106,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":98,"\u539f\u56e0":103,"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":85,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":103,"\u539f\u6765\u7684\u65b9\u6848":56,"\u53bb\u8fc7":98,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,58,88,102,104,117,121,132,133],"\u53c2\u6570\u4e3a":105,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":90,"\u53c2\u6570\u540d":133,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":113,"\u53c2\u6570\u6570\u91cf":134,"\u53c2\u6570\u670d\u52a1\u5668":[113,121],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":113,"\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":113,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":113,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":122,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":122,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":122,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":122,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":122,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":88,"\u53c2\u6570\u6982\u8ff0":123,"\u53c2\u6570\u7684\u89e3\u6790":117,"\u53c2\u6570\u7ef4\u5ea6":132,"\u53c2\u6570\u884c":132,"\u53c2\u6570\u8bbe\u7f6e":87,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":98,"\u53c2\u6570\u8bf4\u660e":113,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":92,"\u53c2\u6570\u8f93\u5165":88,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":101,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":103,"\u53c2\u8003":[44,58,92],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":111,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":98,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":113,"\u53c2\u8003\u955c\u50cf\u7684":117,"\u53c8":98,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":56,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":97,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":88,"\u53ca":104,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":101,"\u53cc\u5411\u9a8c\u8bc1":44,"\u53cc\u5c42":100,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":98,"\u53cc\u5c42\u5e8f\u5217":97,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":97,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":98,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":97,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":100,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":97,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":97,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":98,"\u53cc\u5c42rnn":100,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":98,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":98,"\u53cc\u8fdb\u5355\u51fa":100,"\u53cc\u8fdb\u53cc\u51fa":100,"\u53cd\u5411\u4f20\u64ad":104,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":104,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":105,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":105,"\u53cd\u5411op\u7c7b":105,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":105,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":105,"\u53d1\u5e03\u5230dockerhub":77,"\u53d1\u5e03\u5230github":77,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":88,"\u53d1\u884c\u548c\u7ef4\u62a4":103,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":122,"\u53d6\u503c\u76f8\u540c\u7684layer":89,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":95,"\u53d6\u51b3\u4e8e":105,"\u53d8\u6362\u77e9\u9635":104,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":56,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":98,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":134,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":128,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":111,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":88,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":124,"\u53e6\u5916":[98,102],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":133,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":94,"\u53ea\u4f5c\u4e3aread":100,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":122,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":91,"\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":133,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":98,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":134,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":59,"\u53ea\u6709":98,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":132,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":93,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":122,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":100,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":89,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":124,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":89,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":58,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":98,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":88,"\u53ea\u8bfbmemory\u8f93\u5165":100,"\u53ea\u9488\u5bf9\u5185\u5b58":88,"\u53ea\u9700\u4e2d\u65ad":114,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":114,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":101,"\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":[92,98,103,107],"\u53ef\u4ee5\u4ece":92,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":94,"\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":90,"\u53ef\u4ee5\u4f7f\u7528":[90,113],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":94,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":90,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":90,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":122,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":117,"\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":88,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":116,"\u53ef\u4ee5\u521b\u5efa\u975e":105,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":92,"\u53ef\u4ee5\u53c2\u8003":[92,98,101,102,103],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":86,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":132,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":95,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":106,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":111,"\u53ef\u4ee5\u5728":[91,114],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":58,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":117,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":103,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":113,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":106,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":110,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":100,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":105,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":92,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":111,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":102,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":92,"\u53ef\u4ee5\u6267\u884c":[85,94],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":107,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":91,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":102,"\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":91,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":98,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":91,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":91,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[97,100],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":100,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":113,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":104,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":100,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":110,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":100,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":122,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":34,"\u53ef\u4ee5\u67e5\u770b":117,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":116,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":124,"\u53ef\u4ee5\u7528":[44,102],"\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":103,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":111,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":97,"\u53ef\u4ee5\u770b\u51fa":113,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":110,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":111,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":77,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":88,"\u53ef\u4ee5\u8054\u7cfbop":86,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":86,"\u53ef\u4ee5\u88c5\u7684\u662f":102,"\u53ef\u4ee5\u8bbe\u7f6e":[110,126,127,128],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":89,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":106,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":95,"\u53ef\u4ee5\u8fd0\u884c":113,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":91,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":124,"\u53ef\u4ee5\u901a\u8fc7":103,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":101,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":92,"\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":134,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":110,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[85,94],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":127,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":127,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":124,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":134,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":117,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":34,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":88,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":90,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":111,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":102,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":105,"\u53ef\u8bbe\u7f6e":[126,127],"\u53ef\u8bbe\u7f6e\u4e3a":127,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":127,"\u53ef\u9009":[2,91,104,113],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":91,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":89,"\u53f3\u8fb9\u662f":133,"\u5403":98,"\u5403\u996d":98,"\u5404\u65b9\u9762":98,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":55,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":105,"\u5408":98,"\u5408\u7406":98,"\u540c\u4e00\u6b21\u524d\u5411":55,"\u540c\u65f6":[55,56,85,88,111],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":91,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":88,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":103,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":100,"\u540c\u65f6\u4f1a\u5f00\u542fintel":56,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":134,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":133,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":134,"\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":111,"\u540c\u65f6\u518d\u5c06":77,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":56,"\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":88,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":90,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":102,"\u540c\u65f6\u63d0\u8d77":77,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":56,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":124,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":88,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":88,"\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":95,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":122,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":100,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":105,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":122,"\u540c\u7406":105,"\u540d\u5b57\u4fee\u9970":58,"\u540d\u79f0":134,"\u540e":[90,91,103,117,126,127,128],"\u540e\u5411":55,"\u540e\u5411\u4f20\u64ad":104,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":104,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":55,"\u540e\u7f00\u4e3a":113,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":88,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":88,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":105,"\u540e\u8005\u7ee7\u627f\u81ea":105,"\u540e\u9988":113,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":34,"\u5411\u91cfenable_parallel_vector":121,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":77,"\u5417":102,"\u5426\u5219":[1,105,126,128],"\u5426\u5219\u4f1a\u628a":103,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":122,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":122,"\u5426\u5219\u4f7f\u7528gpu":124,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":101,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":58,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":114,"\u542b\u4e49":[110,133],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":104,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":104,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":104,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":34,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":114,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":117,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":122,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":122,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":118,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":122,"\u5440":98,"\u5468\u56f4":98,"\u547d\u4ee4\u4e3a":[85,116],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":116,"\u547d\u4ee4\u5220\u9664":[126,127,128],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":91,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":134,"\u547d\u4ee4\u65f6":126,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":102,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":102,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":102,"\u547d\u4ee4\u884c\u4e2d\u7684":110,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":134,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":91,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":114,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":102,"\u547d\u540d\u4e3a":103,"\u547d\u540d\u89c4\u8303":105,"\u547d\u540d\u8bf7\u9075\u5b88":105,"\u548c":[35,55,56,58,59,77,88,89,90,91,98,101,102,103,104,105,106,107,110,111,113,114,124,126,128,132,134],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":98,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,95],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":105,"\u548c\u4e2d\u6587\u6587\u6863":107,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":88,"\u548c\u504f\u7f6e\u5411\u91cf":104,"\u548c\u5185\u5b58":102,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":97,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":110,"\u548c\u5dee\u8bc4":134,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":97,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":113,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":101,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":102,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":56,"\u548c\u68af\u5ea6\u622a\u65ad":134,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":98,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":35,"\u548c\u90e8\u5206layer":100,"\u548cpool":97,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":113,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":133,"\u54c1\u8d28":98,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":34,"\u54ea\u4e9b\u4e0d\u662f":98,"\u5546\u52a1":98,"\u554a":98,"\u5668":134,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,95],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":104,"\u56e0\u4e3a\u53c2\u6570":124,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":101,"\u56e0\u4e3a\u5b83\u6bd4":101,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":117,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":102,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":102,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":110,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":34,"\u56e0\u4e3ac":110,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":85,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":58,"\u56e0\u6b64":[1,2,55,98,100,104,126],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":98,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":132,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":106,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":106,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":98,"\u56e0\u6b64\u5f53":126,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":104,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":121,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":133,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":85,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":133,"\u56fe\u50cf\u5206\u7c7b":77,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":133,"\u56fe\u8868":92,"\u5728":[2,55,56,59,77,97,98,101,102,103,105,110,113,127,133,134],"\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":116,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":104,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":113,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":110,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":122,"\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":98,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":105,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":116,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":134,"\u5728\u4e4b\u540e\u7684":88,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":92,"\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":113,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":113,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":113,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":113,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":95,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":77,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":104,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":106,"\u5728\u51c6\u5907\u53d1\u8d77":103,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":34,"\u5728\u51fd\u6570":117,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":122,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":122,"\u5728\u521b\u5efaparameters\u540e":90,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":98,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":122,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":122,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":98,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":88,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":98,"\u5728\u542f\u52a8job\u4e4b\u524d":117,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":110,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":103,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":122,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":113,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":95,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":95,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":56,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":59,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":89,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":92,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":117,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":117,"\u5728\u5bf9\u5e94\u7684":55,"\u5728\u5c42\u4e2d\u6307\u5b9a":124,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":55,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":100,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":35,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":34,"\u5728\u5f02\u6b65sgd\u4e2d":113,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":59,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":104,"\u5728\u5f97\u5230":117,"\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":101,"\u5728\u6267\u884c\u65f6":106,"\u5728\u63d0\u4ea4":103,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":95,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":134,"\u5728\u6709\u666e\u901a\u7684cpu":56,"\u5728\u672c\u4f8b\u4e2d":[98,103,124],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":101,"\u5728\u672c\u6587\u6863\u4e2d":44,"\u5728\u672c\u793a\u4f8b\u4e2d":98,"\u5728\u672c\u8282\u4e2d":101,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":35,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":122,"\u5728\u6837\u4f8b\u4e2d":59,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":134,"\u5728\u6b64":[121,124],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":134,"\u5728\u6b64\u611f\u8c22":132,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":101,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":98,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":101,"\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":117,"\u5728\u6d4b\u8bd5\u9636\u6bb5":122,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":133,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":103,"\u5728\u751f\u6210\u65f6":101,"\u5728\u7528\u6237\u4f7f\u7528c":59,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":90,"\u5728\u76f8\u5e94layer\u7684":89,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":113,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":35,"\u5728\u7ec4\u5408\u65f6":95,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[126,128],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":104,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":97,"\u5728\u8bad\u7ec3\u4e2d":101,"\u5728\u8bad\u7ec3\u4e4b\u524d":117,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":132,"\u5728\u8bad\u7ec3\u65f6":116,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":56,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":117,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":122,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[126,127,128],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":77,"\u5728\u8be5\u793a\u4f8b\u4e2d":90,"\u5728\u8be5\u914d\u7f6e\u76847":98,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":134,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":111,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":100,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":110,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":106,"\u5728\u8fd9\u4e2a":77,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[104,116],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":98,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":111,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":101,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":77,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":59,"\u5728\u8fd9\u4e9blayer\u4e2d":98,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":106,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":106,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[101,104],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":100,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":116,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":117,"\u5728\u8fd9\u91cc":100,"\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":104,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":106,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":106,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":113,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":95,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":133,"\u5728\u91c7\u7528sgd":90,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":56,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":55,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":124,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":88,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":126,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":126,"\u5728batch":55,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":85,"\u5728c":58,"\u5728c\u7684\u5934\u6587\u4ef6":58,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[126,127],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":91,"\u5728eigen\u4e2d":106,"\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":127,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":127,"\u5728main":110,"\u5728packing\u4e0a\u7684\u8017\u65f6":55,"\u5728paddl":117,"\u5728paddle\u4e2d":124,"\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":[95,100],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":89,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":89,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":98,"\u5728paramet":34,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":105,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":55,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":100,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":100,"\u5728trainer":124,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":113,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":98,"\u5730\u7406\u4f4d\u7f6e":98,"\u5730\u94c1\u7ad9":98,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":59,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":133,"\u5747\u5300\u5206\u5e03":90,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":122,"\u5747\u662f\u5728":59,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":98,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":98,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":100,"\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":[3,134],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":96,"\u57fa\u672c\u76f8\u540c":132,"\u57fa\u7c7b":105,"\u586b\u5199":103,"\u589e\u52a0":105,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":116,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":105,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":124,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":104,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":111,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":134,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":100,"\u5907\u6ce8":111,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":111,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":98,"\u5916\u5c42outer_step\u4e2d":98,"\u5916\u90e8\u5b58\u50a8":56,"\u591a\u4e2a\u503c":35,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":88,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":88,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":134,"\u591a\u4e2aip\u4f7f\u7528":113,"\u591a\u4e2aparamet":34,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":100,"\u591a\u673a\u8bad\u7ec3":88,"\u591a\u6b21\u8c03\u7528":55,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":100,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":104,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":104,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":104,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":58,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":102,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":92,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":88,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":102,"\u5927\u90e8\u5206":110,"\u5929":98,"\u5929\u4e00\u5e7f\u573a":98,"\u5929\u4e00\u9601":98,"\u5934\u4fe1\u606f\u4e2d":90,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":104,"\u5934\u6587\u4ef6\u5982\u4e0b":104,"\u597d":98,"\u597d\u5403":98,"\u597d\u8bc4":134,"\u5982":[2,101,103,105,124],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":106,"\u5982\u4e0b":[2,113],"\u5982\u4e0b\u56fe\u6240\u793a":[98,111],"\u5982\u4e0b\u6240\u793a":[124,133],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":134,"\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":108,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":108,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":134,"\u5982\u56fe\u4e2dtrainer":34,"\u5982\u6709":105,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":104,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":34,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":133,"\u5982\u679c\u4e0d\u4e3a0":122,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":113,"\u5982\u679c\u4e0d\u4f7f\u7528docker":91,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":91,"\u5982\u679c\u4e0d\u5207\u8bcd":134,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":107,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":110,"\u5982\u679c\u4e0d\u6536\u655b":90,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":56,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":122,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":91,"\u5982\u679c\u4e3afals":122,"\u5982\u679c\u4e3atrue":[2,122],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":91,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":103,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":94,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":122,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":101,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":124,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":122,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":127,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[126,128],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":101,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":104,"\u5982\u679c\u4f7f\u7528":132,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":91,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":91,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":58,"\u5982\u679c\u5173\u95edmkl":91,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":85,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":88,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":132,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":86,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":113,"\u5982\u679c\u5728\u4f7f\u7528mkl":56,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":94,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":122,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":122,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":122,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":90,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":105,"\u5982\u679c\u5931\u8d25":77,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":56,"\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":88,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":117,"\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":113,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":86,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":92,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":92,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":91,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":102,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":92,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":111,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":91,"\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":111,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":111,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":106,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":98,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":111,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":102,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":111,"\u5982\u679c\u6267\u884c\u6210\u529f":133,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":88,"\u5982\u679c\u63d0\u793a\u6b63\u786e":107,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":86,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":35,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":100,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":100,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":103,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":77,"\u5982\u679c\u672a\u8bbe\u7f6e":122,"\u5982\u679c\u672a\u8bbe\u7f6egpu":124,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":59,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":59,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":111,"\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":122,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":92,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":100,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":103,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":122,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":34,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":102,"\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":89,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":132,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":90,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":58,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":102,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":111,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":114,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":85,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[85,94],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[85,94],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":102,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":104,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":101,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":77,"\u5982\u679c\u8981\u542f\u7528gpu":113,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":103,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":103,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":90,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":90,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":122,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":103,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":58,"\u5982\u679c\u8f93\u51fa\u662fno":92,"\u5982\u679c\u8fd0\u884c":85,"\u5982\u679c\u8fd0\u884c\u6210\u529f":133,"\u5982\u679c\u8fd8\u4e0d\u884c":85,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[94,96],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":104,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":104,"\u5982\u679c\u9700\u8981\u83b7\u53d6":94,"\u5982\u679ccuda":105,"\u5982\u679clearning_rate\u592a\u5927":90,"\u5982\u679clearning_rate\u592a\u5c0f":90,"\u5982\u679cmkl":56,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":105,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":105,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":85,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":127,"\u5982\u679cparamet":34,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":103,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":88,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":103,"\u5982\u9ad8\u4eae\u90e8\u5206":111,"\u5982train":113,"\u5b50":98,"\u5b50\u53e5":100,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":100,"\u5b50\u76ee\u5f55":102,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":56,"\u5b57\u5178\u5171\u5305\u542b":132,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":132,"\u5b57\u6bb5\u4e2d":117,"\u5b57\u6bb5\u4e3a\u4f8b":88,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":117,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":117,"\u5b57\u6bb5\u8bbe\u4e3a":77,"\u5b57\u7b26\u4e32":35,"\u5b58\u50a8":35,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":102,"\u5b66\u4e60\u6210\u672c\u9ad8":58,"\u5b66\u4e60\u7387\u4e3a":90,"\u5b81\u6ce2":98,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":56,"\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":133,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":104,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":104,"\u5b83\u5305\u542b\u7684\u5c5e\u6027\u53c2\u6570\u5982\u4e0b":2,"\u5b83\u53ea\u4f1a\u5305\u62ec\u751f\u6210\u597d\u7684\u52a8\u6001\u5e93\u548c\u5934\u6587\u4ef6":56,"\u5b83\u53eb\u505a":101,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":114,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":103,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":111,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":104,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":101,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":101,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":114,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":133,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":89,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":96,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":104,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":98,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":98,"\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":114,"\u5b83\u7684":101,"\u5b83\u7684\u529f\u80fd\u662f":105,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":97,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":104,"\u5b83\u8868\u793a":102,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":56,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":104,"\u5b89\u6392":98,"\u5b89\u88c5":110,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":96,"\u5b89\u88c5\u540e":92,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":59,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":107,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":107,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[113,127],"\u5b89\u88c5\u5b8c\u6bd5\u540e":110,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":102,"\u5b89\u88c5\u6587\u6863":95,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":113,"\u5b89\u88c5\u6d41\u7a0b":134,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":134,"\u5b89\u9759":98,"\u5b8c\u6210":103,"\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":100,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":117,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":92,"\u5b8c\u6210\u5b89\u88c5":94,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":56,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":56,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":35,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":97,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":95,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":88,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":90,"\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":104,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":101,"\u5b98\u65b9\u6587\u6863":91,"\u5b9a\u4e49":56,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":100,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":56,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":100,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":89,"\u5b9a\u4e49\u4f4d\u7f6e":105,"\u5b9a\u4e49\u5728\u5916\u5c42":100,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":122,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":101,"\u5b9a\u4e49\u7c7b\u578b":105,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":101,"\u5b9a\u4e49\u8f93\u5165":105,"\u5b9a\u4e49\u8f93\u51fa":105,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":101,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":101,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":95,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":98,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":56,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":104,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":101,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":104,"\u5b9e\u73b0\u5728":105,"\u5b9e\u73b0\u5bf9":106,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":105,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":104,"\u5b9e\u73b0\u7684":89,"\u5b9e\u73b0\u7b80\u5355":58,"\u5b9e\u73b0\u7ec6\u8282":104,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":104,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":104,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":100,"\u5b9e\u73b0\u8be5\u5c42\u7684c":104,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":89,"\u5b9e\u9645\u4e0a\u53ea\u6709":133,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":88,"\u5ba2\u6237":98,"\u5bb6":98,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":117,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":126,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":88,"\u5bbf\u4e3b\u673a\u7684c":[126,127,128],"\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":111,"\u5bf9":98,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,95],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,95],"\u5bf9\u4e8e":101,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":113,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":113,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":58,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":98,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":102,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":98,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":98,"\u5bf9\u4e8e\u53cc\u5c42rnn":98,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":58,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":98,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":55,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":92,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":58,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":58,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":55,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":110,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":104,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":56,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":113,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":98,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":98,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":55,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":59,"\u5bf9\u4e8e\u6bcf\u79cdc":59,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":134,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":101,"\u5bf9\u4e8eamazon":134,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":104,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":90,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":103,"\u5bf9\u5e94":127,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":100,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":100,"\u5bf9\u5e94\u4e8e\u5b57\u5178":132,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":105,"\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":134,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":55,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":104,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":104,"\u5bf9\u6bd4":58,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":55,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":55,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":105,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":104,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":103,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":103,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":134,"\u5bf9\u8c61":90,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":59,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":100,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":77,"\u5bf9\u9762":98,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,95],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":56,"\u5bfb\u627epython\u4e0ec":110,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":59,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":88,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":88,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":88,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":85,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":90,"\u5c01\u88c5\u4e86":111,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":104,"\u5c06":[2,77,90,111,134],"\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":101,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":113,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":126,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":126,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":122,"\u5c06\u5176\u8bbe\u7f6e\u6210":88,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":98,"\u5c06\u542b\u6709\u5b50\u53e5":100,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":98,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":122,"\u5c06\u5927\u91cf\u7684":58,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":90,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":101,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":110,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":110,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":113,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":132,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":77,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":104,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":90,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":103,"\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":117,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":117,"\u5c06\u7528\u4e8epython":105,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":117,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":132,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":117,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":134,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":114,"\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":98,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":103,"\u5c06\u900f\u660e":114,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":88,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":92,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":117,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":77,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":118,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":90,"\u5c06recurr":89,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":56,"\u5c1a\u53ef":98,"\u5c31":98,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":91,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":110,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":92,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":102,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":88,"\u5c31\u662f":98,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":111,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":134,"\u5c31\u8fd9\u4e48\u7b80\u5355":92,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":111,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":58,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":92,"\u5c3a\u5bf8":133,"\u5c3d\u65e9\u62a5\u9519":105,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":104,"\u5c42\u6743\u91cd":133,"\u5c42\u6b21\u5316\u7684rnn":100,"\u5c42\u7279\u5f81":133,"\u5c42\u7684\u540d\u79f0\u4e0e":101,"\u5c42\u7684\u5927\u5c0f":104,"\u5c42\u7684\u7279\u5f81":133,"\u5c42\u7684\u7c7b\u578b":104,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":101,"\u5c45\u7136":98,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":134,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":110,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":89,"\u5c5e\u6027":105,"\u5de5\u4f5c\u6a21\u5f0f":122,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":114,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":113,"\u5de5\u5177\u5408\u5e76fat\u5e93":127,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":107,"\u5de5\u5177\u6765\u7ba1\u7406":103,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":107,"\u5de5\u5177\u94fe":126,"\u5de5\u5177\u94fe\u7684android":126,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":110,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":133,"\u5de6\u8fb9\u662f":133,"\u5dee\u8bc4":134,"\u5df2\u6253\u5f00":103,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":122,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":111,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":105,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":100,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":100,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":97,"\u5e38\u5e38\u51fa\u73b0":85,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":134,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[126,127],"\u5e38\u89c1\u7684\u5305\u62ec":110,"\u5e72\u51c0":98,"\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":132,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":34,"\u5e73\u5747\u6545\u969c\u7387":34,"\u5e76\u4e0d\u4fdd\u8bc1":104,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":98,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":117,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":98,"\u5e76\u4e0d\u96be":102,"\u5e76\u4e14":[2,101],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":92,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":106,"\u5e76\u4e14\u4f1a\u5199\u597d":56,"\u5e76\u4e14\u4f1a\u6839\u636e":126,"\u5e76\u4e14\u4f7f\u7528":59,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":98,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":124,"\u5e76\u4e14\u5305\u62ecunit":103,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":133,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":56,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":88,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":117,"\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":58,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":134,"\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":133,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":95,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":127,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":55,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":102,"\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":85,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":105,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":103,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":58,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":105,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":56,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":103,"\u5e76\u4e14\u8fd0\u884c":102,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":104,"\u5e76\u4e14cpu":105,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":90,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":114,"\u5e76\u4f7f\u7528\u4e86dropout":134,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":113,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":103,"\u5e76\u521b\u5efaoptim":95,"\u5e76\u521d\u59cb\u5316":105,"\u5e76\u5220\u9664":77,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":34,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":34,"\u5e76\u53d1\u5e03\u5230pypi":77,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":94,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":113,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":104,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":101,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":55,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":104,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":89,"\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":105,"\u5e76\u5b89\u88c5\u4e86python":85,"\u5e76\u5b89\u88c5\u6700\u65b0":94,"\u5e76\u5b89\u88c5\u6709python2":96,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":113,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":85,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":104,"\u5e76\u5c06":77,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":101,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":89,"\u5e76\u5c06c":59,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":92,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":34,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":56,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":116,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":86,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":113,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":94,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":58,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":55,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":105,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":105,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":96,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":132,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":94,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[126,128],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":113,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":113,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":35,"\u5e76\u89c2\u5bdf\u7ed3\u679c":111,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":105,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":103,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":95,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":77,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":134,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":77,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":105,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":110,"\u5e8a\u4e0a\u7528\u54c1":98,"\u5e8a\u57ab":98,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":97,"\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":100,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":97,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":100,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":100,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":97,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":88,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":101,"\u5e94\u7528\u6a21\u578b":134,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":103,"\u5e94\u8be5":98,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":101,"\u5e94\u8be5\u8bf4\u8c22\u8c22":103,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":102,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":90,"\u5e95\u5c42\u8fdb\u7a0b":114,"\u5efa\u7acb\u4e00\u4e2a":103,"\u5efa\u8bae":[77,93,103],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":122,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":59,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":103,"\u5f00\u53d1\u5206\u652f":94,"\u5f00\u53d1\u8005\u4f7f\u7528":102,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":77,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":77,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":77,"\u5f00\u53d1\u955c\u50cf":103,"\u5f00\u542f":91,"\u5f00\u5934":[55,56],"\u5f00\u5934\u7684\u90e8\u5206":113,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":113,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":34,"\u5f00\u59cb\u6807\u8bb0":101,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":113,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":134,"\u5f00\u59cb\u9636\u6bb5":111,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":121,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":55,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":101,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":100,"\u5f3a\u70c8\u63a8\u8350":98,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":101,"\u5f53":124,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":104,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":90,"\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":101,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":90,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":104,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":98,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":113,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":113,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":113,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":134,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":134,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":77,"\u5f53\u53ea\u505a\u63a8\u65ad":55,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":122,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":122,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":90,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":90,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":90,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":90,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":90,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":90,"\u5f53\u5f00\u542f":56,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":110,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":117,"\u5f53\u6253\u5f00":56,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":56,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":122,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":134,"\u5f53\u6a21\u5f0f\u4e3a":122,"\u5f53\u7136":[92,111],"\u5f53\u7136\u53ef\u4ee5":102,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":56,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":59,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":89,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":56,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":104,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":101,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":122,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":124,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":106,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":44,"\u5f53n1":88,"\u5f62\u6210recurr":100,"\u5f62\u6210recurrent\u8fde\u63a5":100,"\u5f62\u72b6":133,"\u5f88":[98,134],"\u5f88\u591a":[98,102],"\u5f88\u5b89\u9759":98,"\u5f88\u5e72\u51c0":98,"\u5f88\u65b9\u4fbf":98,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":111,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":86,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":98,"\u5f97\u4f7f\u7528":58,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":134,"\u5f97\u5230\u8f93\u51fa\u503c":105,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":100,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":101,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":101,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":101,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":101,"\u5faa\u73af\u7f51\u7edc\u4ece":101,"\u5fc5\u8981":59,"\u5fc5\u9009":113,"\u5fc5\u987b":104,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":56,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":98,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":100,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":101,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[126,127],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":127,"\u5fc5\u987b\u914d\u7f6e\u4e3a":128,"\u5feb":98,"\u6027\u4ef7\u6bd4":98,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":110,"\u6027\u80fd\u5206\u6790":111,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":111,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":111,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":102,"\u6027\u80fd\u8c03\u4f18":121,"\u6027\u80fdtip":[126,127],"\u603b\u4f53\u6765\u8bf4":98,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":132,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":92,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":111,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":94,"\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":111,"\u60a8\u53ef\u4ee5\u5728":92,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":92,"\u60a8\u53ef\u4ee5\u5bfc\u5165":111,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":118,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":111,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":113,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":101,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":111,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":111,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":111,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":111,"\u60c5\u611f\u5206\u6790":77,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":107,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":101,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":122,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":122,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":122,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":122,"\u611f\u89c9":98,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":117,"\u6210\u5458":105,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":113,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":104,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":111,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":59,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":56,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":95,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":104,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":116,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":117,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":134,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":56,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":56,"\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":113,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":55,"\u6211\u4eec\u4f1a\u628amkl":56,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[55,56],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":104,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":104,"\u6211\u4eec\u4f7f\u7528":104,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":95,"\u6211\u4eec\u4f7f\u7528\u4e86":98,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u6211\u4eec\u4f7f\u7528paddl":113,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":133,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":124,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":106,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":56,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":95,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":116,"\u6211\u4eec\u53ea\u9700\u8981":102,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":98,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":134,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":103,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":102,"\u6211\u4eec\u53ef\u4ee5":102,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":110,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":95,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":101,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":55,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":95,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":106,"\u6211\u4eec\u53ef\u4ee5\u5728":103,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":110,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":95,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":95,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":97,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":110,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":100,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":110,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":117,"\u6211\u4eec\u5728":106,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":101,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":134,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":101,"\u6211\u4eec\u5c06":117,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":98,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":116,"\u6211\u4eec\u5c06\u4ee5":134,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":134,"\u6211\u4eec\u5c06\u4f7f\u7528":101,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":101,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":98,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":134,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":121,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":134,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":134,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":134,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":103,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":101,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":104,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":104,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":89,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":134,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":56,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":126,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[92,113],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":91,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":91,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":35,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":133,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":92,"\u6211\u4eec\u63d0\u4f9b\u4e86c":133,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":92,"\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":98,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":101,"\u6211\u4eec\u7684":102,"\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":132,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":103,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":98,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":98,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":103,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":97,"\u6211\u4eec\u8ba1\u5212\u5c06":55,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":56,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":44,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":106,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":116,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":101,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":98,"\u6211\u4eec\u9009\u62e9":35,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":105,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":98,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":55,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":117,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":35,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":134,"\u6211\u4eec\u9700\u8981":102,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":106,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":116,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":113,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":106,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":104,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":132,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":95,"\u6211\u5220\u9664\u4e86":103,"\u6211\u53ef\u4ee5\u7528":102,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":102,"\u6216":[2,111,127],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u6216\u4e00\u4e2a\u5411\u91cf":100,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u6216\u6700\u5927\u503c":97,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":97,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":97,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":113,"\u6216\u8005":[56,58,59,88,97,98,102,103,105,110,111],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[97,100],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":111,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":92,"\u6216\u8005\u53cd\u5411\u5730\u4ece":101,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":113,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":122,"\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":121,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":98,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":97,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":111,"\u6216\u8005\u66f4\u65e9":90,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":98,"\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":133,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":88,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[126,128],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":88,"\u6216\u8005\u8fd0\u884c":85,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":124,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":56,"\u6216gpu":122,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":88,"\u623f":98,"\u623f\u95f4":98,"\u6240\u4ee5":[2,56,88,92,110],"\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\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898":56,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":89,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":88,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":116,"\u6240\u4ee5\u5728":56,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":34,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":98,"\u6240\u4ee5\u5bf9":98,"\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":113,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":111,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":117,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":56,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":94,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":98,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":94,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":56,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":56,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":44,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":89,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":104,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":56,"\u6240\u4f7f\u7528":127,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":126,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":98,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":59,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":103,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":122,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":114,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":56,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":126,"\u6240\u6709\u7684":[55,103,104],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":104,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":59,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":98,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":104,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":104,"\u6240\u6709\u76f8\u5173\u7684":55,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":59,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":104,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":101,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":134,"\u6240\u6709mkl":56,"\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":133,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":126,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":128,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":94,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":98,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":111,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":56,"\u6253\u5f00":111,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":107,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":59,"\u6267\u884c":[96,114],"\u6267\u884c\u4e0a\u8ff0":126,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":118,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":94,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":113,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":96,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":105,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":91,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":92,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[126,127,128],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":113,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":101,"\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":113,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[126,127,128],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":111,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":133,"\u627e\u5230":[91,101,113],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":86,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":111,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":111,"\u628a":[35,104],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":35,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":106,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":102,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":116,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":102,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":101,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":101,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":132,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":132,"\u62c6\u89e3":100,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":98,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":118,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":118,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":117,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":118,"\u62fc\u63a5":88,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":134,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":92,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":113,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":110,"\u6307\u5411\u4e00\u4e2alayer":100,"\u6307\u5b9a":[88,89,100,101],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":122,"\u6307\u5b9a\u4f7f\u75282":88,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":134,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":105,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":122,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":110,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":105,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":92,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":133,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":133,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":91,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":133,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":133,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":105,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":134,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":107,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":134,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":100,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":88,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":134,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":92,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":122,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":98,"\u6307\u5f00\u542fhttp\u670d\u52a1":110,"\u6307\u6d88\u9664\u74f6\u9888":110,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":34,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":122,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":122,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":122,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":122,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":122,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":122,"\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":122,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":122,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":117,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":102,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":89,"\u6309\u94ae":103,"\u633a":98,"\u633a\u597d":98,"\u6355\u83b7":134,"\u6362":98,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":97,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":95,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":95,"\u63a5\u4e0b\u6765":[105,134],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":111,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":111,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":103,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":103,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":134,"\u63a5\u4e0b\u6765\u7b49\u5f85":103,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":105,"\u63a5\u53e3":[58,59,105,106],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":106,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":59,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":133,"\u63a5\u53e3\u662f":35,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":106,"\u63a5\u53e3\u6709\u4e00\u4e2a":88,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":134,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":133,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":133,"\u63a5\u53e3\u7684":88,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":44,"\u63a7\u5236":122,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":56,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":56,"\u63a7\u5236\u7528\u6237\u6743\u9650":35,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":104,"\u63a8\u8350":98,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":91,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":91,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":103,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":102,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":134,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":105,"\u63cf\u8ff0\u95ee\u9898":103,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":107,"\u63d0\u4ea4pull":103,"\u63d0\u4f9b":114,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":44,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":117,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":114,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":110,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":114,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":114,"\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":97,"\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":114,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":132,"\u63d0\u793a":85,"\u641c\u7d22\u4ee3\u7801\u5e93":107,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":95,"\u64cd\u4f5c":98,"\u64cd\u4f5c\u7cfb\u7edf":[94,102],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":128,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[99,100],"\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":113,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":126,"\u652f\u6301\u7684\u6700\u5c0fandroid":126,"\u652f\u6301\u7f16\u8bd1\u5668":126,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":117,"\u653e\u5fc3":98,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":98,"\u6548\u679c\u5982\u4e0b":110,"\u6548\u679c\u603b\u7ed3":134,"\u6559\u7a0b":92,"\u6570":100,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":100,"\u6570\u636e":44,"\u6570\u636e\u4e2d0":90,"\u6570\u636e\u5206\u7247":113,"\u6570\u636e\u5217\u8868":133,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":132,"\u6570\u636e\u63d0\u4f9b\u5668":121,"\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":58,"\u6570\u636e\u8f93\u5165":100,"\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":134,"\u6570\u76ee":124,"\u6574\u4f53":98,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":98,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":117,"\u6574\u6570":104,"\u6574\u6570\u6807\u7b7e":[2,95],"\u6574\u6d01":98,"\u6587\u4ef6":[58,102,103,105,116],"\u6587\u4ef6\u4e2d":[105,117,133],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":133,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":133,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":105,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":105,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":105,"\u6587\u4ef6\u4e2d\u7684":133,"\u6587\u4ef6\u4e3a":88,"\u6587\u4ef6\u4e4b\u5916":103,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":133,"\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":58,"\u6587\u4ef6\u540d":110,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":113,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":34,"\u6587\u4ef6\u547d\u540d\u4ee5":105,"\u6587\u4ef6\u59390":117,"\u6587\u4ef6\u5bf9\u5e94\u7684data":35,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":107,"\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":103,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":134,"\u6587\u4ef6model":124,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":92,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":134,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":134,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":134,"\u6587\u6863":85,"\u6587\u68631":106,"\u6587\u68632":106,"\u6587\u6863\u8f83\u5c11":106,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":107,"\u6587\u7ae0":117,"\u65b0":98,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":104,"\u65b0\u624b\u5165\u95e8":125,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":77,"\u65b0\u7248\u672c":56,"\u65b9\u4fbf":98,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":93,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":77,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":44,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":55,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":56,"\u65b9\u5f0f1":88,"\u65b9\u5f0f2":88,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":56,"\u65b9\u6cd5\u4e00":124,"\u65b9\u6cd5\u4e09":124,"\u65b9\u6cd5\u4e8c":124,"\u65c1\u8fb9":98,"\u65e0":98,"\u65e0\u5ef6\u8fdf":122,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":58,"\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\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":56,"\u65e0\u9ed8\u8ba4\u503c":[126,128],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":86,"\u65e9\u9910":98,"\u65f6":[34,55,56,88,90,97,101,104,117,122,126],"\u65f6\u4e00\u8d77\u66f4\u65b0":56,"\u65f6\u5019":98,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":134,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":127,"\u65f6\u88ab\u8bad\u7ec3\u7684":104,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":124,"\u65f6\u95f4":98,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":98,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":90,"\u6620\u5c04\u4e3a":102,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":104,"\u662f":[44,56,85,94,98],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":104,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":111,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":111,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":97,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":58,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":111,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":124,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":59,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":104,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":110,"\u662f\u4e00\u4e2aunbound":100,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,95],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":100,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":116,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":58,"\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":90,"\u662f\u504f\u5dee":101,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":59,"\u662f\u5411\u91cf":104,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":91,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":100,"\u662f\u5426\u4f7f\u7528":127,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":91,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":122,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":104,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":126,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[126,127],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":91,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[126,128],"\u662f\u5426\u4f7f\u80fd":127,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":91,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":105,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":113,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":122,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":91,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":122,"\u662f\u5426\u6253\u5f00":55,"\u662f\u5426\u652f\u6301gpu":91,"\u662f\u5426\u663e\u793a":122,"\u662f\u5426\u7a00\u758f":104,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":91,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":91,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":91,"\u662f\u5426\u7f16\u8bd1c":127,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":91,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":91,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":91,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":122,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":102,"\u662f\u56e0\u4e3ac99\u652f\u6301":58,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":101,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":104,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":104,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":44,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":110,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":92,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":97,"\u662f\u6211\u4eec":103,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":110,"\u662f\u6307":59,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":98,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":98,"\u662f\u6570\u636e\u8f93\u5165":101,"\u662f\u6709\u610f\u4e49\u7684":98,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":101,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":102,"\u662f\u7528\u6237\u4f7f\u7528c":59,"\u662f\u7684":102,"\u662f\u77e9\u9635":104,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":104,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":104,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":104,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":104,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":104,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":104,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":104,"\u662f\u8f93\u5165":101,"\u662f\u8fd9\u4e00\u7c7b\u7684":89,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":133,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":111,"\u662fc":59,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":100,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":111,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":100,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":134,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":104,"\u662frnn\u72b6\u6001":101,"\u663e":134,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":55,"\u663e\u7136":110,"\u665a":98,"\u6682\u4e0d\u8003\u8651\u5728\u5185":88,"\u6682\u65e0":94,"\u6682\u65f6\u4e0d\u652f\u6301python3":94,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":34,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":59,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":102,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":85,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":106,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":100,"\u66f4\u5feb":101,"\u66f4\u65b0":85,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":102,"\u66f4\u65b0\u6a21\u5f0f":88,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":107,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":88,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":90,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":134,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":96,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":134,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":134,"\u66f4\u8fdb\u4e00\u6b65":100,"\u66f4\u9ad8":101,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":100,"\u6700":98,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":117,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,92,103,104,113,134],"\u6700\u540e\u4e00\u4e2a":97,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":95,"\u6700\u540e\u518d\u8c03\u7528mutabl":106,"\u6700\u540e\u5220\u9664":77,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":104,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":127,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":122,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":58,"\u6700\u65b0\u7684\u4ee3\u7801":103,"\u6700\u65b0\u7684paddlepaddl":[85,92],"\u6700\u7ec8":104,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":100,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":95,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":100,"\u6708\u6e56":98,"\u6709":98,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[126,127,128],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":104,"\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":104,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":88,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":102,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[126,127],"\u6709\u5173":98,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":126,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":95,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":114,"\u6709\u591a\u96be":102,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[55,56],"\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":102,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":102,"\u6709\u6807\u51c6\u7684":58,"\u6709\u7684\u65f6\u5019":58,"\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":111,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":85,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":110,"\u670d\u52a1":98,"\u670d\u52a1\u5458":98,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":113,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":90,"\u672a\u77e5\u8bcd":132,"\u672a\u8bbe\u7f6e":127,"\u672c\u4f8b\u4e2d\u4e3a0":132,"\u672c\u4f8b\u4e2d\u4e3a32":132,"\u672c\u4f8b\u4e2d\u4e3a4":132,"\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":98,"\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":134,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":134,"\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":134,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":134,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":77,"\u672c\u5730":[85,94],"\u672c\u5730\u6d4b\u8bd5":121,"\u672c\u5730\u8bad\u7ec3":121,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":87,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":124,"\u672c\u5b9e\u4f8b\u4e2d":132,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":134,"\u672c\u5c42\u5c3a\u5bf8":133,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":133,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":133,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":105,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":101,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":133,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":98,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":102,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":98,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":98,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":117,"\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":113,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":132,"\u672c\u6587\u6863\u5c06\u4ee5linux":126,"\u672c\u6587\u6863\u63cf\u8ff0paddl":59,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":127,"\u672c\u6765":98,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":117,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":117,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":117,"\u672c\u6b21\u8bd5\u9a8c":134,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":98,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":98,"\u673a\u5668\u4e0a\u4ee5\u53ca":128,"\u673a\u5668\u7684\u8bbe\u5907":124,"\u673a\u5668\u7ffb\u8bd1":77,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":122,"\u6765":98,"\u6765\u4ee3\u66ff":103,"\u6765\u4f7f\u7528dropout":89,"\u6765\u4f7f\u7528dropout\u7684":89,"\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":104,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":55,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":111,"\u6765\u521d\u59cb\u5316\u53c2\u6570":90,"\u6765\u542f\u52a8\u548c":102,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":95,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u6765\u5b9e\u73b0":56,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":98,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":134,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[126,127],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":104,"\u6765\u6267\u884c":102,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":133,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":106,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":105,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":95,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":110,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":110,"\u6765\u6ce8\u518c\u8be5\u5c42":104,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":124,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":102,"\u6765\u786e\u4fdd\u628a":58,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":102,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":104,"\u6765\u8868\u793a":101,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":58,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":88,"\u6765\u8ba1\u7b97\u68af\u5ea6":104,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":98,"\u6765\u8bbe\u7f6e":90,"\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":103,"\u6765\u8c03\u7528":102,"\u6765\u8fd0\u884c\u5305\u62ec":102,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":102,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":111,"\u6765\u8fd0\u884c\u955c\u50cf":92,"\u6765\u8fdb\u884c\u8ba8\u8bba":59,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":88,"\u676f\u5b50":98,"\u6784\u5efa":126,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":126,"\u6784\u5efa\u76ee\u6807\u4e3a":127,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":97,"\u6784\u9020":117,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":105,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":105,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":127,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":127,"\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":98,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":121,"\u67e5\u770b":[103,134],"\u67e5\u770b\u5f53\u524d\u72b6\u6001":103,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":103,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":103,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":86,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":116,"\u6807\u51c6":94,"\u6807\u51c6\u5dee\u4e3a":90,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":77,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":110,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":110,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":122,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":110,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":110,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":110,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":102,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":126,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":124,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":117,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":132,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":122,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":106,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":121,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":122,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":122,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":116,"\u6839\u636eport":113,"\u683c\u5f0f":122,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":56,"\u683c\u5f0f\u5982\u4e0b":134,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":105,"\u683c\u5f0f\u8bf4\u660e":132,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":127,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":127,"\u68af\u5ea6\u4f1a\u5c31\u5730":104,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":113,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":122,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":104,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":122,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":104,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":104,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":34,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":105,"\u68d2":134,"\u697c\u5c42":98,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":106,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":88,"\u6a21\u578b\u5171\u5305\u542b1":132,"\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":134,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":34,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":114,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":101,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":101,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":101,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":132,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":101,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":134,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":95,"\u6a21\u578b\u8def\u5f84":133,"\u6a21\u578b\u914d\u7f6e":[0,87],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":58,"\u6a21\u578b\u91c7\u7528":132,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":110,"\u6a2a\u5411\u62fc\u63a5":88,"\u6b21":98,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":55,"\u6b22\u8fce\u901a\u8fc7":103,"\u6b63\u6837\u672c":134,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":85,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":121,"\u6b64\u547d\u4ee4\u5c06\u5728":126,"\u6b64\u5904":132,"\u6b64\u5904\u90fd\u4e3a2":98,"\u6b64\u5916":[89,102,103,126],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":110,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":111,"\u6b64\u65f6\u53ea\u9700\u8981":102,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":88,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":90,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":56,"\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":86,"\u6b65\u9aa4":88,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":100,"\u6bcf\u4e00\u4e2a":77,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":134,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":35,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":98,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":98,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":114,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":88,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":110,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":98,"\u6bcf\u4e2a":56,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":35,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u6bcf\u4e2a\u5355\u5c42rnn":100,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":113,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":98,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":101,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":101,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":98,"\u6bcf\u4e2a\u5c42\u5728\u5176":104,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":134,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":122,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":100,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":98,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":104,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":98,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":98,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":56,"\u6bcf\u4e2a\u72b6\u6001":100,"\u6bcf\u4e2a\u7ebf\u7a0b":122,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":122,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":122,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":104,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":104,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":113,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":103,"\u6bcf\u4e2adata":35,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":56,"\u6bcf\u4e2aparamet":34,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":134,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":134,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":117,"\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":113,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":113,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":113,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":113,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":122,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":124,"\u6bcf\u6279\u6b21":122,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":103,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":103,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":134,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":55,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":110,"\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":132,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":133,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":132,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":104,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":122,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":122,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":122,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":122,"\u6bcf\u969410\u5206\u949f":34,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":134,"\u6bcfdot":122,"\u6bcflog":122,"\u6bcfsave":122,"\u6bcftest":122,"\u6bd4\u5982":[35,56,86,88,92,102,103,134],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":98,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":56,"\u6bd4\u5982\u5728":92,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":103,"\u6bd4\u5982\u5c06":77,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":127,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[126,128],"\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":113,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":90,"\u6bd4\u5982cento":94,"\u6bd4\u5982fpe":86,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":103,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":35,"\u6bd4\u5982pil\u5e93\u7b49":113,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":110,"\u6c34\u6e29":98,"\u6c49\u5ead":98,"\u6ca1":98,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":132,"\u6ca1\u6709\u5fc5\u8981\u5728\u6bcf\u6b21\u524d\u5411\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8ba1\u7b97\u65f6\u5bf9\u6743\u91cd\u8fdb\u884c\u91cd\u590d\u7684packing\u64cd\u4f5c":55,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[85,94],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[126,128],"\u6ce8":[34,92],"\u6ce8\u518c":105,"\u6ce8\u518ccpu":105,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[55,56],"\u6ce8\u518cop":105,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":105,"\u6ce8\u610f":[2,56,91,95,101,104,107,110,113,117,126,127,128],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":117,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":124,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":117,"\u6ce8\u91ca":105,"\u6cf3\u6c60":98,"\u6d41":98,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":103,"\u6d44":98,"\u6d4b\u8bd5":103,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":56,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":122,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":103,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":56,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":124,"\u6d4b\u8bd5docker\u955c\u50cf":77,"\u6d4b\u8bd5model_list":121,"\u6d4b\u8bd5oper":105,"\u6d4b\u8bd5save_dir":121,"\u6d6e\u70b9\u578b\u6570\u636e":35,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":88,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":132,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":104,"\u6df1\u5165paddlepaddl":56,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":110,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":110,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":101,"\u6dfb\u52a0":55,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":105,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":117,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[55,56],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":105,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":105,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":105,"\u6e05\u7406":102,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":85,"\u6e29\u99a8":98,"\u6e90\u4ee3\u7801":134,"\u6e90\u4ee3\u7801\u683c\u5f0f":103,"\u6e90\u5e8f\u5217":101,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":102,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":132,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":132,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":132,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":133,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":133,"\u6fc0\u6d3b":104,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":56,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":134,"\u6fc0\u6d3b\u65b9\u7a0b":104,"\u6fc0\u6d3b\u7684\u7c7b\u578b":104,"\u70b9\u51fb":94,"\u70b9\u51fb\u8fd9\u91cc":107,"\u70ed\u60c5":98,"\u7136\u540e":[111,114,132],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":113,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":100,"\u7136\u540e\u4f7f\u7528":127,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":106,"\u7136\u540e\u5355\u51fb":103,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":118,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":117,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":133,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":98,"\u7136\u540e\u5728\u524d\u5411":55,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":92,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":90,"\u7136\u540e\u5728etcd\u7684":34,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":85,"\u7136\u540e\u5b9a\u4e49":101,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":117,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":89,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":44,"\u7136\u540e\u6240\u6709\u7528":103,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":44,"\u7136\u540e\u6253\u5370\u8f93\u51fa":95,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":133,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":103,"\u7136\u540e\u70b9\u51fb":103,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":117,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":104,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":117,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":117,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":85,"\u7136\u800c":[101,122],"\u7248\u672c":[91,94,102,127],"\u7248\u672c\u5206\u652f":77,"\u7248\u672c\u53f7":77,"\u7248\u672c\u53f7rc":77,"\u7248\u672c\u5728":103,"\u7248\u672c\u8bf4\u660e":94,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":77,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":88,"\u7279\u5f81\u56fe\u5747\u503c":133,"\u7279\u5f81\u56fe\u65b9\u5dee":133,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":133,"\u7279\u6709\u7684\u8bbe\u5907id":56,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":93,"\u72ec\u7acb\u5de5\u5177\u94fe":126,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":126,"\u73af\u5883\u53d8\u91cf":113,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":88,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":55,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":58,"\u7406\u89e3":102,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":111,"\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":103,"\u751f\u6210":117,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":58,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":107,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":101,"\u751f\u6210\u6587\u6863":58,"\u751f\u6210\u7684":35,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":110,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":117,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":88,"\u751f\u6210\u7ed9\u5b9a":35,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":104,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":103,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":110,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":105,"\u751f\u6210api\u6587\u6863":58,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":44,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":110,"\u7528":44,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":134,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":104,"\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":124,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":89,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":122,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":132,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":105,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":113,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":122,"\u7528\u4e8e\u7ba1\u7406mkl":56,"\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":89,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":101,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":113,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":55,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":56,"\u7528\u4e8emkl":[55,56],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":101,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":98,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":110,"\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":127,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":100,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":107,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":126,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":107,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":132,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":59,"\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":134,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":59,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":122,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":124,"\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":126,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":91,"\u7528\u6237\u53ef\u5c06":126,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":127,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":126,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":126,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":126,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":89,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":85,"\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":90,"\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":117,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":85,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":132,"\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":[126,127,128],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[89,90],"\u7528\u6237\u901a\u8fc7c":59,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":124,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[126,128],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":85,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":126,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":102,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":104,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":110,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":117,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":93,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":110,"\u7531":[89,100],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":55,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":98,"\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":98,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":104,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":133,"\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":126,"\u7531\u4e8ec":58,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":44,"\u7531\u4e8eeigen":106,"\u7531\u4e8emkl":56,"\u7531\u4e8epypi":77,"\u7531\u4e8estep":100,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":106,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":56,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":97,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":44,"\u7535\u8111":98,"\u767b\u5f55\u5230head\u8282\u70b9":118,"\u7684":[94,98,102,103,106,114,117,127,134],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":56,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":100,"\u7684\u4e3a0":122,"\u7684\u4efb\u4e00\u4e00\u79cd":88,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":106,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":97,"\u7684\u4fe1\u606f":56,"\u7684\u503c":[126,127,128],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":126,"\u7684\u504f\u7f6e\u5411\u91cf":104,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":105,"\u7684\u5185\u5b58":88,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":117,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":111,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":133,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":105,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":56,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":122,"\u7684\u53d8\u6362\u77e9\u9635":104,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":101,"\u7684\u5411\u91cf":104,"\u7684\u542f\u52a8\u53c2\u6570":117,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":117,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":110,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":58,"\u7684\u5730\u65b9":103,"\u7684\u5747\u5300\u5206\u5e03":90,"\u7684\u57fa\u672c\u903b\u8f91":56,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":113,"\u7684\u5934\u6587\u4ef6":58,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":56,"\u7684\u5b9e\u73b0":105,"\u7684\u5e73\u5747\u503c":97,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":98,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":103,"\u7684\u5f00\u53d1\u6d41\u7a0b":102,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":105,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":110,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":110,"\u7684\u6027\u80fd\u6709\u95ee\u9898":110,"\u7684\u60c5\u51b5\u4e0b":55,"\u7684\u63a5\u53e3\u6837\u5f0f":58,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":103,"\u7684\u64cd\u4f5c":106,"\u7684\u6570\u636e\u6d41\u56fe":35,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":134,"\u7684\u6570\u76ee\u4e00\u81f4":97,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":103,"\u7684\u65b9\u7a0b":104,"\u7684\u65f6\u5019":56,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":88,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":98,"\u7684\u6700\u5c0f\u503c":122,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":103,"\u7684\u6784\u9020\u51fd\u6570":105,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":101,"\u7684\u6837\u5f0f":103,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":100,"\u7684\u6839\u76ee\u5f55":127,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":56,"\u7684\u683c\u5f0f\u5b58\u50a8":56,"\u7684\u6982\u5ff5":56,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":116,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":103,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":58,"\u7684\u7248\u672c":[102,128],"\u7684\u7248\u672c\u53f7":132,"\u7684\u7279\u5f81":133,"\u7684\u72b6\u6001":100,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":126,"\u7684\u77e9\u9635":[88,104],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":104,"\u7684\u7b2ci\u4e2a\u503c":104,"\u7684\u7b2cj\u4e2a\u503c":104,"\u7684\u7cfb\u7edf":102,"\u7684\u7ed3\u679c":55,"\u7684\u7ef4\u5ea6":132,"\u7684\u7f16\u5199":113,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":126,"\u7684\u7f29\u5199":44,"\u7684\u7f51\u7edc\u6a21\u578b":55,"\u7684\u89c4\u8303":58,"\u7684\u89d2\u5ea6":35,"\u7684\u8ba1\u7b97\u4ee3\u7801":106,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":105,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":134,"\u7684\u8bdd":88,"\u7684\u8be6\u7ec6\u4fe1\u606f":110,"\u7684\u8f93\u5165":100,"\u7684\u8f93\u51fa":111,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":111,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":101,"\u7684\u8f93\u51fa\u683c\u5f0f":98,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":101,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":88,"\u7684\u8fd0\u884c\u73af\u5883":102,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":103,"\u7684\u914d\u7f6e":132,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":35,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":102,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":103,"\u7684cpu":105,"\u7684flag":[55,56],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":113,"\u7684paddlepaddle\u5e93":126,"\u7684vanilla":55,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":113,"\u76ee\u524d":100,"\u76ee\u524d\u4f7f\u7528":103,"\u76ee\u524d\u53ea\u8003\u8651":56,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":34,"\u76ee\u524d\u5728paddlepaddle\u4e2d":56,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":56,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":58,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":128,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":44,"\u76ee\u524d\u652f\u6301":126,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":97,"\u76ee\u524d\u652f\u6301cento":96,"\u76ee\u524d\u652f\u6301fail":122,"\u76ee\u524d\u7684\u4f18\u5316":56,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":122,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":100,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":58,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":107,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":55,"\u76ee\u5f55":[92,102,114,116,117,126,127,128],"\u76ee\u5f55\u4e0b":[59,104,114,134],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":56,"\u76ee\u5f55\u4e0b\u627e\u5230":134,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":105,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":127,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":126,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":85,"\u76ee\u5f55\u4e2d":114,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[126,128],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":127,"\u76ee\u5f55\u4e2d\u7684":111,"\u76ee\u5f55\u4e2dpaddl":117,"\u76ee\u5f55\u548c":[126,127,128],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":117,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":126,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":128,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":134,"\u76ee\u6807\u5411\u91cf":101,"\u76ee\u6807\u5de5\u5177\u94fe":126,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[126,128],"\u76ee\u6807\u67b6\u6784":127,"\u76ee\u6807\u67b6\u6784abi":126,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":90,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":93,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":58,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":59,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":58,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":105,"\u76f4\u63a5\u8fd0\u884c":92,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":134,"\u76f8\u5173\u5c42":55,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":90,"\u76f8\u5bf9":98,"\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":134,"\u76f8\u5f53":98,"\u76f8\u6bd4":105,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":86,"\u77a7":96,"\u77e9\u9635":121,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":105,"\u77e9\u9635\u5927\u5c0f\u662f":55,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":103,"\u78c1\u76d8\u4e0d\u591f":102,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":86,"\u793a":134,"\u793a\u4f8b":[88,90,133],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":98,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":98,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":98,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":88,"\u793a\u4f8b\u5982\u4e0b":90,"\u793a\u4f8b\u7a0b\u5e8f":113,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":58,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":58,"\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":95,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":95,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":88,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":106,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":98,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":88,"\u79bb":98,"\u79bb\u7ebf\u6279\u5904\u7406":35,"\u79f0\u4e3a":[101,103],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":126,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":97,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":122,"\u79f0\u4f5c\u6709kernel":105,"\u79f0\u4f5ckernel":105,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":104,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":117,"\u7a00\u758f\u768401\u5411\u91cf":[2,95],"\u7a00\u758f\u7684\u5411\u91cf":[2,95],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":124,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":117,"\u7a0b\u5e8f\u4f9d\u8d56":113,"\u7a0b\u5e8f\u505c\u6b62":122,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":110,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":122,"\u7a20\u5bc6\u5411\u91cf":104,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":117,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,95],"\u7a97\u6237":98,"\u7acb\u523b\u9000\u51fa":88,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":91,"\u7ae0\u8282":126,"\u7aef\u53e3":86,"\u7aef\u7684":110,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":88,"\u7b2c":98,"\u7b2c\u4e00\u4e2a":103,"\u7b2c\u4e00\u4e2a\u53c2\u6570":105,"\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":98,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":77,"\u7b2c\u4e00\u5929":98,"\u7b2c\u4e00\u7ae0\u8282":95,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":133,"\u7b2c\u4e00\u884c\u662f":132,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":105,"\u7b2c\u4e09\u6b65":133,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":77,"\u7b2c\u4e8c\u4e2a":88,"\u7b2c\u4e8c\u4e2a\u4e3a":77,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":105,"\u7b2c\u4e8c\u6b65":[132,133],"\u7b2c\u4e8c\u7c7b":89,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":133,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":104,"\u7b49":[56,59,86,105],"\u7b49\u4e8e\u6837\u672c\u6570":88,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":59,"\u7b49\u53c2\u6570":117,"\u7b49\u6587\u4ef6":59,"\u7b49\u7b49":134,"\u7b80\u5199":105,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":105,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":105,"\u7b80\u5355\u6765\u8bf4":111,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":90,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":111,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":116,"\u7b80\u76f4":98,"\u7b97\u6cd5":[88,101],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":101,"\u7c7b\u4f3c":[59,97],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":104,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":121,"\u7c7b\u522bid":134,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":134,"\u7c7b\u540d\u548cc":58,"\u7c7b\u578b":[58,105,122],"\u7c7b\u578b\u4e3a":105,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":106,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":97,"\u7c7b\u578b\u540d\u4e3a":105,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":88,"\u7c7b\u578b\u662fsparse_binary_vector":[2,95],"\u7c7b\u578b\u662fsparse_float_vector":[2,95],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":98,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":105,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":105,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":104,"\u7c7b\u91cd\u5199":105,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":104,"\u7cfb\u6570":105,"\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":110,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":105,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":113,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":105,"\u7ea2\u697c\u68a6":132,"\u7ebf\u7a0bid\u53f7":124,"\u7ec6\u8282\u63cf\u8ff0":123,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":88,"\u7ed3\u5c3e":105,"\u7ed3\u675f\u6807\u8bb0":101,"\u7ed3\u6784\u5982\u4e0b\u56fe":132,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":110,"\u7ed3\u679c\u8f93\u51fa\u5230":102,"\u7ed3\u8bba":58,"\u7ed9":98,"\u7ed9\u4e2a\u7b80\u5355\u7684":103,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":100,"\u7edf\u4e00\u7528":35,"\u7ee7\u627f\u81ea":105,"\u7ee7\u627f\u81eaoperatorbas":105,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":98,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":98,"\u7ef4\u5ea6\u4e3aword_dim":134,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":134,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":134,"\u7ef4\u7a7a\u95f4":101,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":101,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":88,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":92,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":92,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":117,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":117,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":110,"\u7f16\u5199\u7684\u90e8\u5206":94,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":113,"\u7f16\u53f7\u4ece0\u5f00\u59cb":88,"\u7f16\u7801\u5411\u91cf":101,"\u7f16\u7801\u5668\u8f93\u51fa":101,"\u7f16\u7801\u6e90\u5e8f\u5217":101,"\u7f16\u8bd1":[92,102,103,126],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":107,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":128,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[126,127],"\u7f16\u8bd1\u5668":[126,127,128],"\u7f16\u8bd1\u5668\u6ca1\u6709":58,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":126,"\u7f16\u8bd1\u578b\u8bed\u8a00":58,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":87,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":126,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":107,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":91,"\u7f16\u8bd1\u5de5\u5177\u94fe":126,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":128,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":110,"\u7f16\u8bd1\u6210\u529f\u540e":105,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":122,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":110,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":56,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":110,"\u7f16\u8bd1\u65f6\u6307\u5b9a":110,"\u7f16\u8bd1\u751f\u6210":107,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":77,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":77,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":77,"\u7f16\u8bd1c":59,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":77,"\u7f16\u8bd1paddlepaddl":91,"\u7f16\u8bd1ubuntu\u7684deb\u5305":77,"\u7f29\u653e\u53c2\u6570":133,"\u7f51\u7edc\u540d\u79f0":134,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":104,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":104,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":104,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":104,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":122,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":104,"\u7f51\u7edc\u6a21\u5757":133,"\u7f51\u7edc\u901a\u4fe1":104,"\u7f51\u7edc\u914d\u7f6e":134,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":133,"\u800c":[89,101,110],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":106,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":59,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":58,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":89,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":85,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":98,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":59,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":113,"\u800c\u4e14\u5305\u542b\u4e86c":94,"\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":94,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":122,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":111,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":111,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":124,"\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":98,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":105,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":89,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":133,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":106,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":58,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":58,"\u800c\u5b89\u88c5\u5305":[85,94],"\u800c\u5b89\u88c5\u5305\u662f":[85,94],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":98,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":98,"\u800c\u5bf9\u4e8egolang":58,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":58,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":98,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":111,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":88,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":59,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":35,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":111,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":121,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":101,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":95,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":124,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":106,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":98,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":98,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":103,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":91,"\u800ceigenvector":106,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":100,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":58,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":95,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":95,"\u8054\u901a":113,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":100,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":100,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":134,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":100,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":89,"\u80fd\u83b7\u53d6":114,"\u811a\u672c":[102,126],"\u811a\u672c\u5f00\u59cb\u65f6":117,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":103,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":114,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":100,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":34,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":126,"\u81ea\u52a8\u751f\u6210":107,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":101,"\u81ea\u52a8\u9009\u62e9":127,"\u81ea\u5e95\u5411\u4e0a\u6cd5":134,"\u81ea\u6b64":[126,127],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":102,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":124,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":59,"\u81f3\u5c11\u5305\u542bgcc_3":94,"\u81f3\u5c11\u5305\u542bglibcxx_3":94,"\u81f3\u6b64":[2,98,103],"\u8212\u9002":98,"\u826f\u597d\u7684\u6587\u6863":58,"\u8282\u70b9":[113,118],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":56,"\u82e5":104,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":90,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":127,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[126,128],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":97,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":111,"\u82e5\u6709\u5fc5\u8981":104,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":127,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":126,"\u82e5\u73af\u5883\u53d8\u91cf":[126,127,128],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":89,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":97,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":97,"\u82f1\u6587\u6587\u6863":107,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":107,"\u8303\u56f4":124,"\u83b7\u53d6":103,"\u83b7\u53d6\u5229\u7528":134,"\u83b7\u53d6\u53ef\u9009\u7684tag":92,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":94,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":85,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":34,"\u83b7\u53d6\u6e90\u7801":102,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":134,"\u83b7\u53d6trainer":117,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":104,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":92,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":114,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":118,"\u865a\u62df\u673a\u4e0a":102,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":59,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":113,"\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":121,"\u884c":132,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":133,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":110,"\u8865\u5145\u4e0a\u6b21\u7684commit":103,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":104,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":104,"\u8868\u793a":105,"\u8868\u793a\u4e3adeviceid":124,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":56,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":98,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":114,"\u8868\u793a\u6570\u636e\u7c7b\u578b":105,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":134,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":105,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":117,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":134,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":134,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":117,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":128,"\u88ab":103,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":113,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"\u88ab\u653e\u5728":104,"\u88ab\u79f0\u4e3a":101,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":111,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":117,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":97,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":100,"\u8981\u8c03\u7528":104,"\u89e3\u51b3\u529e\u6cd5\u662f":85,"\u89e3\u51b3\u65b9\u6848\u662f":90,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":117,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":101,"\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":101,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u89e3\u91ca":134,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":58,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":58,"\u8ba1\u5212\u5728":[55,56],"\u8ba1\u7b97":[101,113],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":104,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":101,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":104,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":104,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":89,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":101,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":104,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":104,"\u8ba1\u7b97\u8282\u70b9":113,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":113,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":104,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":104,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":104,"\u8ba1\u7b97\u8f93\u51fa":104,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":34,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":113,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":106,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":134,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":59,"\u8bad\u7ec3":121,"\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":77,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":114,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":111,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":88,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":113,"\u8bad\u7ec3\u65f6":117,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":134,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":101,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":77,"\u8bad\u7ec3\u7a0b\u5e8f":113,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":117,"\u8bad\u7ec3\u811a\u672c":134,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":134,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":117,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":88,"\u8bad\u7ec3\u8f6e\u6b21":134,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":88,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":121,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":122,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":122,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":122,"\u8bad\u7ec3dot_period":121,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":77,"\u8bb0\u5fc6\u6a21\u5757":101,"\u8bba\u6587":133,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":114,"\u8bbe\u4e3a\u672c\u5730":114,"\u8bbe\u5b9a":89,"\u8bbe\u7f6e":[59,88,89,91,126,127],"\u8bbe\u7f6e\u4e3a":104,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":89,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":122,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":122,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":89,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":90,"\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":90,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[88,108],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":90,"\u8bbe\u7f6e\u6210":90,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":88,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":104,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":105,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":124,"\u8bbe\u7f6egpu":122,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":110,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":117,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":134,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":103,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":103,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":103,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":103,"\u8bc6\u522b\u6570\u5b57":77,"\u8bcd\u5411\u91cf":[77,132],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":132,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":132,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":111,"\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":122,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":122,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":122,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":122,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":122,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":122,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":122,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":122,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":122,"\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":104,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":134,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":122,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":104,"\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":91,"\u8be5\u6570\u636e\u96c6":132,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":122,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":55,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":133,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":110,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":134,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":101,"\u8be5\u7c7b\u7684":105,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":104,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":126,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":133,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":104,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":89,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":98,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":105,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":114,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":134,"\u8be6\u7ec6\u53c2\u8003":91,"\u8be6\u7ec6\u53ef\u53c2\u8003":103,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":133,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":88,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":134,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":91,"\u8be6\u7ec6\u89c1":97,"\u8be6\u7ec6\u8bbe\u8ba1":44,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":77,"\u8bed\u8a00\u6a21\u578b":132,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":110,"\u8bf4\u660e":[34,91,94],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":103,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":104,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":105,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":92,"\u8bf7\u4fdd\u8bc1travi":103,"\u8bf7\u5148\u4f7f\u7528":[126,127,128],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":124,"\u8bf7\u53c2\u8003":[2,59,85,88,95,98,104,105,134],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":134,"\u8bf7\u53c2\u89c1":103,"\u8bf7\u53c2\u9605":101,"\u8bf7\u5728\u8be5pull":103,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":103,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":103,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":107,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":122,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":105,"\u8bf7\u67e5\u770b":132,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":94,"\u8bf7\u6ce8\u610f":[101,105,116,132],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":103,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":102,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":103,"\u8bf7\u76f4\u63a5\u586b\u51450":90,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":124,"\u8bf7\u786e\u4fdd":103,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":103,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":103,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":103,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":85,"\u8bf7\u9075\u5b88":103,"\u8bf7\u91c7\u7528":103,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":124,"\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":117,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":117,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":117,"\u8c03\u7528":[104,127],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":106,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[126,127],"\u8c03\u7528\u7528":110,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":113,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":105,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":104,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":134,"\u8d21\u732e\u6587\u6863":107,"\u8d77":98,"\u8def\u5f84\u4e0b":133,"\u8df3\u8f6c\u5230":103,"\u8df3\u8fc7":88,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":56,"\u8f6c\u6362\u5197\u4f59":55,"\u8f6c\u6362\u51fd\u6570":56,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":35,"\u8f6c\u6362\u8017\u65f6":55,"\u8f6c\u6362\u8fc7\u6765\u7684":133,"\u8f83":98,"\u8f93\u5165":[97,101],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":110,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":100,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":100,"\u8f93\u5165\u5c42\u5c3a\u5bf8":133,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":88,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":98,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":98,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":98,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":124,"\u8f93\u5165\u6587\u672c":132,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":132,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":104,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":104,"\u8f93\u5165\u68af\u5ea6":56,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":133,"\u8f93\u5165\u7684":132,"\u8f93\u5165\u7684\u540d\u5b57":104,"\u8f93\u5165\u7684\u5927\u5c0f":104,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":132,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":132,"\u8f93\u5165\u7684\u7c7b\u578b":104,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":95,"\u8f93\u5165n\u4e2a\u5355\u8bcd":134,"\u8f93\u51fa":[97,101,105],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":134,"\u8f93\u51fa\u51fd\u6570":101,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":97,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":100,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":56,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":56,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":132,"\u8f93\u51fa\u67092\u5217":132,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":133,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":132,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":132,"\u8f93\u51fa\u7684\u68af\u5ea6":122,"\u8f93\u51fa\u76ee\u5f55":133,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":116,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":34,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":98,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":88,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":55,"\u8fd0\u884c\u4e00\u4e2a":102,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":105,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":132,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":132,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":102,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":105,"\u8fd0\u884c\u5931\u8d25":124,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":132,"\u8fd0\u884c\u5b8c\u6210\u540e":114,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":110,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":110,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":132,"\u8fd0\u884c\u65e5\u5fd7":114,"\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":110,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":91,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":117,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":128,"\u8fd1":98,"\u8fd1\u671f\u76ee\u6807":56,"\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":[2,95],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":77,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":104,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":105,"\u8fd8\u4f1a":98,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":91,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":126,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":103,"\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":88,"\u8fd8\u662f":98,"\u8fd8\u662f\u4ece":35,"\u8fd8\u662f\u865a\u62df\u673a":102,"\u8fd8\u6709":98,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":113,"\u8fd8\u9700\u8981\u91cd\u5199":105,"\u8fd9":[88,98,134],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":90,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":111,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":59,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":55,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":59,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":89,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":100,"\u8fd9\u4e09\u4e2a\u5206\u652f":77,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":134,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":110,"\u8fd9\u4e2a":[94,98,102],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":88,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":88,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":105,"\u8fd9\u4e2a\u51fd\u6570\u672c\u8eab\u4f1a\u5728\u8ba1\u7b97\u524d\u5c06\u539f\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u5185\u90e8\u683c\u5f0f":55,"\u8fd9\u4e2a\u51fd\u6570\u7684":101,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":98,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":101,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":59,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":59,"\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":117,"\u8fd9\u4e2a\u57fa\u7c7b":104,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":59,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":100,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":107,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":58,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":98,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":58,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":107,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":134,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":110,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":59,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":98,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":104,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":104,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":59,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":59,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":102,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":105,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":100,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":103,"\u8fd9\u4e2a\u9009\u62e9":[55,56],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":132,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":101,"\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":59,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":35,"\u8fd9\u4e2aissu":102,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":117,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":100,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":88,"\u8fd9\u4e9b\u4f1a\u5728":[55,56],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":113,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":105,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":56,"\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":113,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":117,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":104,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":88,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":88,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":133,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":133,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":133,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":98,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":104,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":103,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":103,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":104,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":98,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":91,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":105,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":102,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":103,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":103,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":98,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":98,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":101,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":58,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":105,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":105,"\u8fd9\u610f\u5473\u7740":101,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":124,"\u8fd9\u65f6":88,"\u8fd9\u65f6\u5728\u4f7f\u7528":90,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":88,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":90,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":90,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":97,"\u8fd9\u662f\u56e0\u4e3a":58,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":103,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":98,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":85,"\u8fd9\u6837":[59,113],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":56,"\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":113,"\u8fd9\u6837\u4fdd\u8bc1":77,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":102,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":88,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":91,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":124,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":102,"\u8fd9\u6837\u5bb9\u5668\u7684":117,"\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\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":56,"\u8fd9\u6837\u5f53\u8be5pull":103,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":56,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":113,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":104,"\u8fd9\u6837\u7684\u8bdd":116,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":113,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":111,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":104,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":90,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":104,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":88,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":89,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":124,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":101,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":100,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":117,"\u8fd9\u7bc7":92,"\u8fd9\u7bc7\u6587\u6863":103,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":128,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":102,"\u8fd9\u7bc7\u6587\u7ae0":102,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":98,"\u8fd9\u884c\u547d\u4ee4\u4e2d":110,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":101,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":58,"\u8fd9\u91cc":[56,90,91,101,103,117,133],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":105,"\u8fd9\u91cc\u4ee5":134,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":110,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":98,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":88,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":134,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":95,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":104,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":117,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":134,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":88,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":114,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":106,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":134,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":134,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":34,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":110,"\u8fdb\u4e00\u6b65\u4f18\u5316":56,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":103,"\u8fdb\u5165\u5bb9\u5668":116,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":117,"\u8fdb\u7a0b\u7684":114,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":117,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":117,"\u8fdb\u7a0b\u9700\u8981\u7684":117,"\u8fdb\u800c\u591a\u673a":110,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":110,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":110,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":77,"\u8fdb\u884c\u4e86":98,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":117,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":117,"\u8fdb\u884c\u56de\u590d":103,"\u8fdb\u884c\u5f00\u53d1":103,"\u8fdb\u884c\u62c6\u89e3":98,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":104,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":126,"\u8fdb\u884c\u8bbe\u7f6e":105,"\u8fdb\u884c\u9884\u6d4b":134,"\u8fdb\u884cpython\u4e0ec":110,"\u8fdb\u9636\u6307\u5357":[95,125],"\u8fde\u63a5":100,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":113,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":113,"\u9000\u51fa\u5bb9\u5668":116,"\u9002\u4e2d":98,"\u9009":98,"\u9009\u62e9":98,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":92,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":56,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":134,"\u9009\u62e9\u76ee\u6807\u5206\u652f":103,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":122,"\u9009\u9879":[91,102,132],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":44,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":121,"\u901a\u5e38":[59,105,110],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":117,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":113,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":124,"\u901a\u5e38\u4f7f\u7528cento":94,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":90,"\u901a\u5e38\u540d\u5b57\u662f":103,"\u901a\u5e38\u60c5\u51b5\u4e0b":111,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":116,"\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":128,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":101,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":104,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":98,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":110,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":124,"\u901a\u7528":121,"\u901a\u77e5":98,"\u901a\u8fc7":[88,98,103,104,105,134],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":100,"\u901a\u8fc7\u4f7f\u7528":91,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":55,"\u901a\u8fc7\u51fd\u6570":117,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":88,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":100,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":100,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":103,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":134,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":59,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":95,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":104,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":113,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":105,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":134,"\u901a\u8fc7data":100,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":128,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":44,"\u903b\u8f91\u56de\u5f52":134,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":89,"\u9053\u6b49":98,"\u9069":98,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":103,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":77,"\u9075\u5faa\u6587\u7ae0":132,"\u90a3\u4e48":[59,100,104],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":100,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":90,"\u90a3\u4e48\u5728":105,"\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":90,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":56,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":56,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":90,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":102,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":90,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":101,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":101,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":90,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":88,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":85,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":102,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":90,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":88,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":124,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":111,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":111,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":90,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":111,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":111,"\u90fd":98,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":56,"\u90fd\u4e0d\u9700\u8981":102,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":122,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":98,"\u90fd\u53ef\u4ee5\u8fd0\u884c":102,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":35,"\u90fd\u662f\u4ee5ext\u5f00\u5934":56,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":97,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":98,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":58,"\u90fd\u7528":103,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":55,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":103,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":104,"\u914d\u7f6e\u5982\u4e0b":132,"\u914d\u7f6e\u6253\u5f00":111,"\u914d\u7f6e\u6587\u4ef6":134,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":104,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":102,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":132,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":44,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":101,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":104,"\u914d\u7f6eapi":97,"\u9152\u5e97":98,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":122,"\u91c7\u7528multi":90,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":34,"\u91cc":102,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":102,"\u91cc\u5b8c\u6210":105,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":58,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":133,"\u91cc\u7684":102,"\u91cc\u7684\u65e5\u5fd7":114,"\u91cc\u7684\u6e90\u7801":102,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":102,"\u91cc\u9762":105,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":126,"\u91cc\u9762\u6dfb\u52a0":56,"\u91cd\u5199\u7236\u7c7blayer\u7684":56,"\u91cd\u547d\u540d\u6210":58,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":111,"\u9488\u5bf9\u4e0d\u540c\u7684":127,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":116,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":88,"\u94fe\u63a5\u4e2d\u627e\u5230":94,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":91,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":58,"\u94fe\u63a5\u5f85\u8865\u5145":134,"\u9519\u8bef\u5904\u7406":58,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":58,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":58,"\u9519\u8bef\u7387":134,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":90,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":102,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":116,"\u957f\u5ea6":88,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":101,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":101,"\u95f4\u9694":134,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":122,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":122,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":107,"\u9664\u4e86boot_lay":98,"\u9664\u53bbdata\u5c42":134,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":59,"\u9664\u6b64\u4e4b\u5916":88,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":132,"\u9664\u96f6\u7b49\u95ee\u9898":88,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":103,"\u968f\u673a\u6570\u7684\u79cd\u5b50":122,"\u968f\u673a\u6570seed":121,"\u9694\u5f00":[113,133],"\u96c6\u6210\u5230":55,"\u96c6\u6210\u5230paddlepaddl":56,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":122,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":116,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":113,"\u96c6\u7fa4\u4efb\u52a1":114,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":114,"\u96c6\u7fa4\u6d4b\u8bd5":121,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":113,"\u96c6\u7fa4\u8bad\u7ec3":121,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":87,"\u96c6\u7fa4\u8fdb\u7a0b":114,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":105,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":111,"\u9700\u8981":[35,102,105],"\u9700\u8981\u4e3a":105,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":117,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":94,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":103,"\u9700\u8981\u4fee\u6539build":77,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[85,94],"\u9700\u8981\u5355\u72ec":92,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":44,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":103,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":117,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":105,"\u9700\u8981\u5728":105,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":116,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":107,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":59,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":127,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":133,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":88,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":77,"\u9700\u8981\u5f15\u7528":59,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":102,"\u9700\u8981\u6267\u884c":[91,94,96],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":98,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":95,"\u9700\u8981\u660e\u786e\u6307\u5b9a":122,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":58,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":117,"\u9700\u8981\u6ce8\u610f":105,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[56,77,88,122],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":104,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":98,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":126,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":89,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":56,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":59,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":102,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":100,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":77,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":106,"\u975e\u5e38\u6570":104,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":104,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":126,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":126,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":102,"\u987a\u5e8f":98,"\u9884\u63d0\u4ea4\u94a9\u5b50":103,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":133,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":134,"\u9884\u6d4bid":134,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":132,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":132,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":133,"\u989d\u5916\u7684\u53c2\u6570":134,"\u9996\u5148":[2,98,101,104,132,133,134],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":91,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":103,"\u9996\u5148\u5b9a\u4e49":105,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":104,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":104,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":90,"\u9996\u5148\u901a\u8fc7":103,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":95,"\u9a71\u52a8":107,"\u9ad8\u4eae\u90e8\u5206":98,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":101,"\u9ad8\u65af\u5206\u5e03":90,"\u9ed8\u8ba4":[2,122],"\u9ed8\u8ba40":113,"\u9ed8\u8ba41":113,"\u9ed8\u8ba4127":113,"\u9ed8\u8ba4256k":44,"\u9ed8\u8ba47164":113,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":134,"\u9ed8\u8ba4\u4e0d\u663e\u793a":122,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":100,"\u9ed8\u8ba4\u4e3a0":[122,124],"\u9ed8\u8ba4\u4e3a1":[2,124],"\u9ed8\u8ba4\u4e3a100":124,"\u9ed8\u8ba4\u4e3a4096mb":122,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":100,"\u9ed8\u8ba4\u4e3anull":122,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":88,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":122,"\u9ed8\u8ba4\u4f7f\u7528mkl":91,"\u9ed8\u8ba4\u503c":[91,97,124,127],"\u9ed8\u8ba4\u503c\u4e3a":[126,127,128],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":127,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":100,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[90,114],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":90,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":98,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":92,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":92,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":116,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":127,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":55,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":124,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[126,128],"\u9ed8\u8ba4\u8c03\u7528":102,"\u9ed8\u8ba4fals":113,"abi\u7684paddlepaddle\u5e93":126,"abstract":[43,47,64,76,78],"adamax\u7b49":134,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":134,"android\u5b98\u65b9\u63d0\u4f9b\u7684":126,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":126,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":126,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":126,"api\u4e0d\u5c0f\u4e8e21":126,"api\u4e2d\u4f7f\u7528":58,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":113,"api\u5bf9\u6bd4\u4ecb\u7ecd":99,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":59,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":59,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":126,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":94,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":59,"api\u63a5\u53e3":44,"api\u63a5\u53e3\u751f\u6210":105,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":59,"api\u63a5\u53e3\u7684\u751f\u6210":105,"api\u6587\u6863":[126,127],"api\u65f6":59,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":59,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":59,"api\u66b4\u9732\u7684\u7c7b\u578b":59,"api\u6765\u9884\u6d4b":[126,127],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":59,"api\u7684\u5934\u6587\u4ef6":[126,127,128],"api\u7684\u5b9e\u4f8b":59,"api\u7684\u5b9e\u73b0\u7ec6\u8282":59,"api\u7684\u63a5\u53e3":59,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":59,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":59,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":59,"api\u7ea7\u522b":126,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":126,"api\u7ea7\u522b\u4e3a21":126,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":59,"api\u9759\u6001\u5e93":127,"api\u9884\u6d4b\u5e93":127,"apis\u505a\u4e86\u5c01\u88c5":55,"app\u4e2d":[126,127],"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":127,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":90,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":92,"avx\u7248\u672c":92,"avx\u7684\u955c\u50cf":92,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":113,"batch\u4e2d\u5305\u542b":88,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":122,"batches\u6b21":122,"block\u6784\u6210\u4e00\u4e2amodel":34,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":92,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":77,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":92,"book\u7684":95,"book\u7684docker\u955c\u50cf":92,"bool\u578b\u53c2\u6570":2,"boolean":[21,43,45,52,58],"break":[13,32,83],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":77,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":77,"byte":[15,44,57,90],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":58,"c\u6709\u6807\u51c6\u7684abi":58,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":58,"case":[8,20,21,36,43,47,59,64,67,69,70,74,111,115,130],"cc\u4e2d\u7684":106,"cells\u7b49":89,"char":38,"class":[5,6,7,8,9,10,11,13,14,18,20,23,26,28,29,31,42,46,47,48,50,51,53,58,61,62,66,70,74,75,76,78,79,80,81,83,90,104,105,106,112],"cmake\u4e2d\u5c06":111,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":126,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":85,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":126,"cmake\u7f16\u8bd1\u65f6":91,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[126,127,128],"cmake\u914d\u7f6e\u4e2d\u5c06":111,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[126,127,128],"compute\u51fd\u6570":55,"const":[31,36,38,46,53,54,65,67,75,78,80,81,82,83,104,105,106],"container\u4e2d":116,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":59,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":59,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":59,"core\u6982\u5ff5":59,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":95,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":90,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":124,"count\u548cgpu":124,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":105,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":105,"cuda\u5b9e\u73b0\u5728":105,"cuda\u5e93":122,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":105,"cudnn\u5e93":[91,122],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":110,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":35,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":106,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":117,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":98,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":98,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,134],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":88,"deb\u5305":77,"deb\u5305\u7f16\u8bd1\u95ee\u9898":77,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":100,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":100,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":100,"decoer\u67b6\u6784":100,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,31,32,49,53,57,60,67,68,78,79,80,84,109,115,116,117,124,126,130],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":56,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":91,"distributed\u5206\u5e03\u5f0f":113,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":56,"dnn\u4e2d\u7684":56,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":56,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":56,"dnn\u4f1a\u7528\u5230":56,"dnn\u5171\u540c\u4f7f\u7528":56,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":56,"dnn\u5728\u53d1\u5e03":56,"dnn\u5b9e\u73b0":56,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":56,"dnn\u6570\u5b66\u5e93":91,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":56,"dnn\u7684":56,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":56,"dnn\u7684\u6027\u80fd":56,"dnn\u7684\u60c5\u51b5\u4e0b":56,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":56,"dnn\u7684\u6d4b\u8bd5":56,"dnn\u7684\u73af\u5883\u4e0b":56,"dnn\u7684\u76f8\u5173\u529f\u80fd":56,"dnn\u7684\u7ed3\u679c":56,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":56,"dnn\u7684layer":56,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":56,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":113,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":107,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":107,"docker\u5b98\u7f51":92,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":126,"docker\u7684\u5b98\u7f51":107,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":91,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":126,"docker\u955c\u50cf":92,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":92,"docker\u955c\u50cf\u9ed8\u8ba4":92,"dockerhub\u7f51\u7ad9":92,"double\u7c7b\u578b\u65f6\u4e3a8":90,"dropout\u7684\u6bd4\u4f8b":104,"eigenscalar\u7684\u8f6c\u6362":106,"elec\u6d4b\u8bd5\u96c6":134,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":134,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":98,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":100,"encoder\u8f93\u51fa":100,"entropy\u4f5c\u4e3acost":90,"enum":[36,38,66,79,80,84],"export":[47,51,85,92,107,113],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,95],"fabric\u96c6\u7fa4":113,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":124,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":124,"final":[8,9,30,51,60,61,83],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":106,"float":[2,6,7,8,10,13,21,46,53,80,81,82,105,106,111,133],"float\u7b49":124,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":106,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":106,"full\u53c2\u6570\u63d0\u4ea4":86,"function":[8,9,13,21,26,29,31,33,37,38,39,41,42,46,47,50,53,60,61,64,65,66,67,69,70,72,74,75,76,78,80,82,83,101,109,110,130],"function\u4f7f\u7528":89,"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":103,"github\u9996\u9875":103,"glibc\u81f3\u5c11\u5305\u542bglibc_2":94,"golang\u53ef\u4ee5\u4f7f\u7528":58,"golang\u7684":58,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":113,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":91,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":111,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":108,"gpu\u6267\u884c":106,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":122,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":85,"group\u6559\u7a0b":99,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":89,"gru\u6216lstm":101,"gru\u6a21\u578b":134,"gru\u6a21\u578b\u914d\u7f6e":134,"h\u5e76\u4e0d\u56f0\u96be":58,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":107,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,95],"id\u4e3a0\u7684\u6982\u7387":134,"id\u4e3a1\u7684\u6982\u7387":134,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":122,"id\u6307\u5b9a\u7684gpu":124,"id\u65e0\u6548":122,"image\u91cc":116,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":35,"imikolov\u6570\u636e\u96c6":113,"import":[2,4,7,8,29,31,32,49,51,52,60,61,66,72,78,94,95,96,105,113,115,132,133],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":88,"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":[2,6,7,8,9,13,14,15,21,31,36,37,38,41,52,53,55,56,58,59,66,68,69,71,79,80,81,83,84,98,104,106,113,124],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":58,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":127,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":113,"issue\u7f16\u53f7":103,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":117,"job\u7684\u540d\u5b57":117,"kernel\u5b9e\u73b0":105,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":105,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":105,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":117,"kubernetes\u5355\u673a":113,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":117,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":117,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":116,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":98,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":98,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":97,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":89,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":100,"layer\u65f6":[56,89],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":95,"layer\u7684\u540e\u9762\u63a5\u6709cpu":56,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":104,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":89,"linux\u4e2d":92,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":77,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":124,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":124,"long":[8,9,13,47],"lstm\u6a21\u578b":134,"lstm\u6a21\u578b\u914d\u7f6e":134,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":100,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":101,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":101,"memory\u53ea\u80fd\u5728":100,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":98,"memory\u6307\u5411\u4e00\u4e2alay":100,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":101,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":98,"memory\u7684":101,"memory\u7684\u521d\u59cb\u72b6\u6001":100,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":98,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":100,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":101,"memory\u7684i":100,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":100,"mkl\u5e93\u7684":55,"mklml\u4ee5\u53camkl":56,"mklml\u53ef\u4ee5\u4e0emkl":56,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":56,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":55,"model\u505a\u5206\u652f\u7ba1\u7406":77,"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":117,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":35,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":126,"new":[8,13,30,31,32,33,36,37,38,39,40,46,47,55,61,64,68,69,70,73,74,76,80,83,103,104,115,130],"normalization\u5c42":133,"normalization\u5c42\u7684\u53c2\u6570":133,"note\u7684\u4e66\u5199":77,"null":[51,104,122],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":113,"num_gradient_servers\u53c2\u6570":117,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":90,"only\u7684\u4e8c\u8fdb\u5236":91,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":105,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":105,"op\u5b9a\u4e49":105,"op\u6709\u8ba1\u7b97\u51fd\u6570":105,"op\u6ce8\u518c\u5b9e\u73b0\u5728":105,"op\u7684\u4fe1\u606f":56,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":105,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":56,"openmpi\u96c6\u7fa4":113,"opprotomake\u5b9a\u4e49":105,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":107,"org\u76ee\u524d\u9075\u5faa":77,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":98,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":106,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":117,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":106,"packages\u91cc\u9762":85,"packages\u91cc\u9762\u7684python\u5305":85,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":55,"packed\u76f8\u5173\u529f\u80fd":55,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":91,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":58,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":98,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":88,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":58,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":58,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":58,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":59,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":58,"paddle\u7684c":59,"paddle\u8bad\u7ec3\u4efb\u52a1":35,"paddle\u8def\u5f84\u4e0b":59,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":58,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":59,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":58,"paddle_\u7c7b\u578b\u540d":59,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":59,"paddlepaddle\u4e2d":[97,100],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":98,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":56,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":89,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":95,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[126,127],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":95,"paddlepaddle\u4e3ano":92,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":91,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":134,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":89,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":113,"paddlepaddle\u4f7f\u7528\u5747\u503c0":90,"paddlepaddle\u4f7f\u7528avx":85,"paddlepaddle\u4f7f\u7528git":77,"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":90,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":90,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":94,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":113,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":94,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":91,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":113,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":134,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":98,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":104,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":98,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":89,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":91,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,95],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":94,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":134,"paddlepaddle\u5c06\u4f1a\u6839\u636e":127,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":127,"paddlepaddle\u5c06\u6839\u636e":126,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[126,127,128],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":127,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":77,"paddlepaddle\u63d0\u4f9b":93,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":35,"paddlepaddle\u652f\u6301":91,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":95,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":96,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":88,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":88,"paddlepaddle\u6587\u6863\u4f7f\u7528":107,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":95,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":77,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":77,"paddlepaddle\u7684":116,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":77,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":88,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":90,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":116,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":113,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":126,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":89,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":107,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":107,"paddlepaddle\u7684\u6e90\u7801":103,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":91,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":56,"paddlepaddle\u7684bas":104,"paddlepaddle\u7684c":126,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":127,"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":126,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":128,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":128,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":126,"paddlepaddle\u7684dock":116,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":98,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":90,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":90,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":91,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":126,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":126,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":134,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":100,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":100,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":117,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":122,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":122,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":122,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":122,"passes\u8f6e":122,"patch\u53f7":77,"patch\u53f7\u52a0\u4e00":77,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":124,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":110,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":122,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":122,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":122,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":122,"period\u6574\u9664":122,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":122,"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":128,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"pi\u7248\u672c\u7684\u5e93":128,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":128,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":128,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":128,"pi\u7cfb\u7edf\u7684\u7248\u672c":128,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":93,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":134,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":113,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":113,"public":[14,18,31,46,48,53,75,78,80,81,83,104,105,106,115,116],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":92,"py\u4e2d":77,"py\u7a0b\u5e8f":94,"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":[1,3,88,134],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":88,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":77,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":94,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":85,"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":104,"python\u5e93yep":110,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":110,"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":117,"release\u9875\u9762":77,"request\u524d":103,"request\u7684":103,"request\u88ab\u5408\u5e76\u540e":103,"resnet\u7684mkl":56,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,35,36,38,41,42,46,48,49,51,53,54,60,61,62,66,67,68,70,73,75,78,80,81,83,90,95,98,101,104,106,115,117,133],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":98,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":98,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":100,"rnn\u6a21\u578b":134,"rnn\u76f8\u5173\u6a21\u578b":108,"rnn\u90e8\u5206\u4e2d":55,"rnn\u914d\u7f6e":99,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":35,"search\u7684\u65b9\u6cd5":122,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":98,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":100,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":122,"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":133,"short":[8,9,46,49,68,78,83],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":85,"size\u4e3a512":122,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":88,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":88,"size\u7684\u503c":2,"softmax\u5c42":132,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":104,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":88,"static":[28,38,59,78,80,115,130],"step\u51fd\u6570\u4e2d\u7684memori":100,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":100,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":127,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":97,"super":[68,104],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":58,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":58,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":58,"swig\u76f4\u63a5\u8bfb\u53d6c":58,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":58,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[31,59,73,115],"tag\u4e3a":77,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":106,"tensor\u5230eigentensor":106,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":106,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":106,"tensor\u6a21\u5757\u5bf9el":106,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":105,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":106,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":106,"tests\u7684paddlepaddl":103,"tflops\u4e86":111,"throw":115,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":110,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":113,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":95,"trainer\u8282\u70b9\u4e2a\u6570":113,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":113,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,36,47,52,55,62,66,67,69,77,80,83,88,90,98,101,104,115,117,124,133],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"try":[32,33,36,37,38,47,51,69,78,85],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":59,"type\u6307\u5b9a\u4e3a":110,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":110,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":77,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":89,"unsupported\u6a21\u5757":105,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":122,"utf8\u7f16\u7801":132,"v1\u7248\u672c":85,"var":[31,48,50,52,62,66,67,68,74,78,83,107],"vector\u662frank\u4e3a1\u7684tensor":106,"void":[31,36,38,43,46,48,53,57,58,59,66,67,79,80,81,82,104,105,106],"w0\u548c":133,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":133,"wheel\u5305":77,"while":[6,13,21,31,40,47,51,54,61,64,65,69,76,78,81,117],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":106,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":101,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":98,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":98,"x86_64\u548cmaco":85,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":95,"x\u548cwindow":126,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":95,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":117,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":117,"zero\u4e09\u79cd\u64cd\u4f5c":122,AGE:[115,116],AWS:[13,35,119,120],And:[7,8,10,13,14,15,21,28,30,36,40,41,43,49,51,63,69,78,81,115],But:[8,9,13,21,30,48,54,78,85,130],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,37,38,39,41,42,47,48,50,53,57,60,61,64,65,66,67,68,69,70,73,74,75,76,79,80,81,82,84,109,111,130],IDE:102,IDs:[14,21,40,61],IRs:70,Into:115,Its:[7,79,115],K8s:130,NMS:8,NOT:68,Not:[29,33,130],OPs:[70,72],One:[7,9,21,28,30,40,57,73,78,82],Ops:[74,76,80],PFS:44,QoS:116,Such:[53,68,83],TLS:[29,44,115],That:[8,13,63],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,32,33,37,39,40,41,42,45,46,51,54,57,59,60,61,63,64,66,67,68,69,70,72,73,76,78,79,80,81,82,83,84,104,105,106,109,112,115,117,131,134],Their:[8,33],Then:[8,9,48,53,63,67,109,115],There:[7,8,14,21,28,29,31,32,33,38,40,41,45,46,47,51,60,61,64,65,68,70,76,78,79,81,115],These:[7,15,31,46,50,62,76,79,80],Use:[7,13,29,45,69,71,74,109,115],Used:[9,18,22,74,81],Using:[33,47,64,69,74,76,78],VPS:115,Will:[13,28,95],With:[8,9,47,63,66,83],YES:41,Yes:[56,92],___embedding_0__:117,___embedding_1__:117,___fc_layer_0__:115,__align__:46,__cuda_align__:46,__device__:46,__doc__:80,__file__:41,__forceinline__:46,__fp16:46,__global__:46,__gradient_machines__:28,__hadd:46,__half:46,__half_raw:46,__impl__:80,__init__:[42,49,62,68,83,104,109,110],__main__:[4,49,133],__name__:[4,49,133],__param_conf__:28,__rnn_step__:101,__square_error_cost_0__:117,__tmp_params__:28,__va_args__:75,__x:46,_binari:32,_create_global_var:68,_dtype:51,_librari:32,_link:9,_loss:49,_op:[51,105],_proj:8,_recurrent_group:101,_res2_1_branch1_bn:133,_source_language_embed:[101,132],_target_language_embed:[101,132],_test:32,_update_op:42,_value_index:51,a75:46,a_op:105,aaaaa:35,aaaaaaaaaaaaa:115,abbrevi:15,abc:8,abil:49,abl:[8,29,53,62,68,70,73,84,130],about:[9,15,31,32,41,45,60,69,70,78,80,81,109,115],abov:[2,7,8,21,29,31,32,33,37,46,47,48,50,60,61,62,63,64,66,68,70,73,80,83,109,111,115,130],abs:[9,20,30,49],abs_numerical_grad:30,acceler:[8,34,56,63,64],accept:[6,8,13,21,29,74],access:[8,9,21,29,32,37,40,41,68,70],accessmod:115,accessor:68,accord:[7,8,15,21,30,38,50,61,70,72,74,83],accordingli:[7,8],account:[74,130],accrodingli:36,accumul:[33,38,42,63,64],accur:[30,40],accuraci:[7,18,42],achiev:[63,64,81],acquir:47,across:[8,13,60],act1:51,act2:51,act:[8,9,21,22,31,51,61,68,70,73,83,88,95,96,98,101,112],act_output:80,act_typ:[51,134],action:[70,115],activ:[9,21,27,32,51,61,68,70,76,80,88,95,96,101,134],activi:9,actual:[8,36,47,49,51,64,80,81,82],actual_kernel_typ:82,adadelta:[88,134],adagrad:[23,64,79,134],adagradoptim:62,adam:[23,29,38,49,90,134],adamax:23,adamoptim:[132,134],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,36,40,42,46,48,52,54,62,64,67,68,70,72,74,76,78,85,103,106,112],add_activ:68,add_bia:68,add_depend:32,add_execut:32,add_input:[60,104],add_memori:60,add_output:60,add_scalar:[31,61,66],add_sum:68,add_test:[32,104],add_to:89,add_two:[31,60],add_unittest_without_exec:104,addattr:[80,105],addbia:104,addcom:[80,105],added:[7,8,18,26,28,31,46,63,64,72,76,103],adding:76,addinput:[80,105],addit:[8,9,63,74,76,83],addition:60,addop:48,addoutput:105,addr:33,address:[33,38,70,73,130],addrow:104,addtolay:8,addtyp:80,admin:130,administr:[40,130],adopt:[46,49],advanc:30,advantag:[30,46,47,64,69],adversari:[49,69],affect:[8,31],affili:61,afford:37,afi:2,aforement:32,after:[8,9,14,15,31,32,37,38,40,43,45,46,63,65,68,70,71,72,103,109,115],again:[29,33,64],against:115,age:[14,117],agg_level:[8,97,98],aggreg:[42,63,115],aggregatelevel:[97,98],ago:32,alexnet_pass1:124,alexnet_pass2:124,algo_hrnn_demo:98,algorithm:[8,10,21,37,61,64,76,82,132],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,36,38,40,41,43,45,47,49,50,51,54,57,59,60,61,62,63,64,66,68,70,71,73,74,80,81,88,100,112,115,117,130],alloc:[6,38,41,81,106,112],allow:[29,38,47,64,70,76,115],allow_only_one_model_on_one_gpu:[121,122,124],allreduc:63,along:[15,21],alpha:[32,76],alreadi:[32,33,47,68,70,72,78,85,115],also:[8,9,14,21,29,31,32,36,39,46,47,48,49,50,51,54,60,61,64,65,66,67,68,69,76,78,80,81,83,111,130,134],altern:109,although:63,altogeth:130,alwai:[8,9,28,32,57,73,79,115,117],amazon:[115,116],amazonaw:115,amazonec2fullaccess:115,amazonelasticfilesystemfullaccess:115,amazonroute53domainsfullaccess:115,amazonroute53fullaccess:115,amazons3fullaccess:115,amazonvpcfullaccess:115,ambigu:69,amd64:115,amend:103,among:[21,115],amort:63,amount:21,analysi:109,ancestor:[66,68],andd:115,android:126,android_abi:126,android_api:126,android_arm_neon:126,android_native_api_level:126,android_standalone_toolchain:126,android_toolchain:126,androideabi:126,angl:8,ani:[8,9,13,21,23,29,32,33,38,40,41,43,46,47,53,57,61,63,64,68,69,70,72,73,75,76,82,115],announc:46,anoth:[8,13,28,29,31,41,47,61,68,78,80,82,115],anroid_arm_mod:126,ans:115,answer:[47,115],anymor:63,anyth:[13,61,69,115],anytim:49,anywai:109,apach:56,apart:21,api:[14,18,28,29,32,38,39,41,42,44,48,49,51,60,65,74,77,83,84,94,109,110,111,113,115,117,125,126,130,131],api_shar:32,api_test:32,api_trainer_config_helpers_lay:[101,134],apiserv:115,apivers:[115,116,117],appear:[47,50,81],append:[2,13,21,28,42,61,68,69,98,101,113,117],append_backward:[109,110],append_backward_op:[23,62],append_batch_s:21,append_gradient_machin:28,append_op:[54,68],append_oper:68,appleyard:111,appli:[8,21,49,50,63,78],applic:[25,46,47,50,68,74,109,111,115,116,130],applyl1:36,approach:[8,63,64,65,70,71,72,76,130,134],appropri:70,approxim:[20,64],apt:[92,109,110],arang:21,arbitrari:[8,57,70],arch:126,architectur:46,archiv:[14,58,59],area:49,arg:[2,7,9,25,51,62,80,90,105,117,133,134],arg_nam:8,argpars:117,args_ext:117,argu:67,argument:[2,8,13,15,25,31,36,37,62,65,67,68,73,117,126],argumentpars:117,argv:133,arithmet:46,arm64:[126,127],arm64_standalone_toolchain:126,arm:[46,126,127,128],arm_soft_fp_abi:126,arm_standalone_toolchain:126,armeabi:126,armv7:[46,127],armv8:46,arn:115,around:[2,8,40,68,115,130],arrai:[4,6,8,13,15,21,28,38,50,61,66,68,69,74,83,88,90,95,105,133],arrang:83,arrow:49,articl:[47,50,103],artifact:115,artifici:20,arxiv:[9,20,49],as_row_vector:8,as_step_input:31,asgd:64,ask:[33,40],assert:4,assign:[7,8,37,46,63,71,115,130],associ:[65,75],assum:[7,8,31,70],assumpt:70,astyp:[69,105],asyc:33,async:[33,121],async_count:[121,122],async_lagged_grad_discard_ratio:122,async_lagged_ratio_default:[121,122],async_lagged_ratio_min:[121,122],asynchron:[33,63],atleast:21,atom:71,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,31,51,54,66,67,68,80,88,89,90,101,105],attr_map:80,attrdesc:66,attribut:[8,9,21,27,31,54,66,72,74,78,80,83],attributemap:105,attrproto:80,attrtyp:[66,80,105],attrvalu:80,auc:[42,121],authent:115,author:[44,115],auto:[31,36,58,67,71,74,78,82,83,91,104,105,106,111],autom:115,automat:[8,29,38,48,62,70,72,74,80,109,115],avail:[33,38,46,47,72,73,115,130],averag:[7,8,11,28,37],average_test_period:[121,122],avg:[97,111,134],avg_cost:112,avgcost:134,avgpool:[8,134],avoid:[30,31,33,54,63,64,65,70,111],avx:92,awai:47,await:116,awar:[29,42,60,68,109,115],awk:118,aws:44,aws_account_id:115,awsaccountid:115,awskeymanagementservicepowerus:115,axes:21,axi:[8,21,88],axis:8,aync:72,b2t:132,b363:116,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:116,ba5f:115,back:[8,21,28,33,46,49,64,70],background:[7,8,76],background_id:[7,8],backpropag:30,backward:[5,8,9,26,30,31,36,38,49,55,56,62,64,65,67,75,76,104,105,112],backward_first:101,backward_op:30,backwardactiv:104,baidu:[47,116],bake:70,balanc:[63,72,115],bandwidth:[46,63],bare:[116,130],barrier:113,barrierstatset:111,basci:51,base:[7,8,11,13,14,18,20,21,23,26,29,37,42,46,47,53,62,63,64,70,74,75,76,81,83,102,109,112,115],baseactiv:9,baseev:28,basematrix:104,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[91,92,102,103,113,115,116,117],basic:[8,28,51,66,70,74,75,83],batch:[8,9,13,15,18,21,28,29,31,33,35,36,42,43,47,49,52,60,61,63,64,83,95,115,116,117,133,134],batch_0:133,batch_id:[28,49,95],batch_im:49,batch_images_from_tar:15,batch_label:49,batch_norm:49,batch_norm_lay:9,batch_norm_typ:8,batch_read:[35,69],batch_siz:[13,49,55,61,88,95,132,134],batch_szi:49,batch_z:49,batchnorm:[21,49],batchsiz:[8,104],bazel:32,bbbbb:35,bbox:[7,8],bcd:8,bcebo:14,bcm2708:128,bdist_wheel:77,beacus:51,beam:[8,101],beam_gen:[8,101],beam_search:[28,61,100,101],beam_siz:[8,61,101,121,122,124],becaus:[7,8,14,29,31,32,33,38,46,61,65,68,69,76,78,79,82,83,84,98,109,115],becom:[71,72,78,81],been:[8,9,32,37,47],befor:[8,9,33,40,45,50,64,65,69,76,85,88,105,109,115,130],begin:[7,8,18,36,38,42,45,50,61,63],beginiter:[28,29],beginn:101,beginpass:[28,29],begintrain:29,behind:[47,83],being:[21,40,47,67,69,109],belong:[7,8,70,78],below:[31,33,38,46,47,57,65,69,70,72,76,83,84,115],benchmark:57,benefit:[9,40,41,61],bengio:20,besid:[8,14,63,70],best:32,besteffort:116,beta1:[10,23],beta2:[10,23],beta:[49,133],better:[9,32,47,61,82,115,130],between:[7,8,15,21,28,32,33,38,46,47,59,63,65,70,72,73,75,78,115],bgr:[15,133],bi_gru:9,bi_lstm:9,bia:[8,9,21,61,68,104,133],bias:8,bias_attr:[8,9,21,68,88,90,98,101],bias_param_attr:9,biases_:104,biasparameter_:104,biassiz:104,bidi:116,bidirect:[8,9],bidirectional_lstm:89,big:[72,130],bigger:33,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:111,bin:[92,113,115,116,117],binari:[7,8,13,32,41,46,49,57,70,109,115],bind:[46,48,78,81],bit:[46,47],bitcod:127,black:49,blank:[8,115],block:[8,34,36,38,42,43,47,53,60,62,70,71,72,81,106],block_i:8,block_id:43,block_x:8,blockdesc:[31,50,68,74],blockdescbind:53,blockingcount:71,blueprint:61,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,74,92,101,107,112,131],bool:[6,7,8,9,10,11,13,15,21,28,31,46,52,54,55,56,67,68,79,80,83,84,104,122,124],boost:81,boot:[8,100,101,130],boot_bia:8,boot_bias_active_typ:8,boot_lay:[98,101],boot_stat:83,boot_with_const_id:8,bootstrapp:130,borrow:[49,83],bos_id:[8,101],both:[5,6,8,9,15,21,29,31,32,33,40,46,47,49,53,61,63,67,70,72,79,81,115],bottl:63,bottom:[28,134],bound:8,boundari:70,boundri:7,box:[8,49],brace:[31,50],brain:40,branch:[8,29,31,32,47,52,66,70,77,103],break_if:83,brief:[32,38,46,81,106],bring:47,broadcast:[21,33,63,74,130],broken:103,browser:[109,115],bsd:[63,102],bucket_nam:115,buf:36,buf_siz:13,buffer:[13,36,57,64,69,78,112],buffer_s:13,buffered_read:69,bufsiz:13,bug:[103,115],build:[8,14,32,41,50,51,56,64,70,76,77,80,91,102,103,107,109,110,113,115,117,119,120,126,127,128],build_dict:14,build_doc:107,build_model:49,built:[32,46,47,63,70,80,83,109,110,111,130],bunch:57,button:115,c11:58,c703c041:103,c99:59,c99e:115,cach:[46,70,88],cache_pass_in_mem:[2,88],cachetyp:[2,88],cacul:[9,42],caff:[31,47],caffe2:[31,47],caffe_poli:90,calc_batch_s:2,calcul:[7,8,9,18,21,30,33,38,42,46,71],call:[7,8,9,13,21,28,29,30,31,36,37,38,39,41,47,49,50,60,61,62,68,70,74,75,78,80,81,83,109,110,111,115,117,134],callabl:[6,8,13,14],callback:104,caller:[30,109,115],calrnn:98,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,36,37,40,41,43,46,47,48,49,50,51,53,54,60,61,62,63,64,66,67,68,69,70,72,73,74,75,76,80,81,82,83,109,111,115,130],can_over_batch_s:2,cancel:40,candid:[8,61],candidate_activ:21,cannot:[73,74,78,83,85],cantain:51,capabl:[46,65,74],capac:[76,115],capi:58,capi_prvi:59,caption:61,captur:8,card:63,care:[9,41,69,81,130],caret:28,carpedm20:49,carri:21,cast:[46,82],cast_to_op_attr:80,cat:[13,15,92,117,118,133],categori:[8,14,33],categorig:14,categoryfil:116,caus:[33,45],caution:115,cbla:55,cc_:32,cc_binari:32,cc_test:32,cclient:39,cde:8,cdn:14,cduadevicecontext:81,ceil:8,ceil_mod:8,cell:[8,9,21],cell_activ:21,cell_t_prev:21,cell_valu:21,center:15,center_crop:15,cento:[94,130],central:76,ceph:[13,35],cephf:[35,41,44],certain:[54,62,78,81],certif:[29,44,115],cffi:58,cfg:116,cgo:58,chain:[13,50],challeng:[8,33,47,52,81],chanc:[29,46],chang:[8,14,32,37,41,47,65,66,69,75,78,103,115],channel:[8,9,15,21,111],channel_shar:8,chapter:[60,61],chapter_data:60,chapter_out:60,check:[2,13,31,32,67,74,90,103,104,115,122],check_align:13,check_attr:80,check_eq:104,check_fail_continu:2,check_grad:[30,105],check_l:104,check_output:105,check_sparse_distribution_batch:[121,122],check_sparse_distribution_in_pserv:[121,122],check_sparse_distribution_ratio:[121,122],check_sparse_distribution_unbalance_degre:[121,122],checker:74,checkgrad:122,checkgrad_ep:122,checkmark:130,checkout:103,checkpoint:[67,72],checksum:44,child:31,chip:47,chmod:115,choic:[32,47],choos:54,chosen:49,chunk:[37,44],chunk_schem:7,chunktyp:7,chw:15,circl:50,circumst:81,claim:115,claimnam:[115,117],clang:[46,58,103,126],clarifi:7,clariti:61,classic:8,classif:[8,20,50,134],classifi:[8,49,133],classification_cost:[70,88,98,134],classification_error_evalu:[7,134],classification_evalu:7,claster:115,clean:[31,32,43,65,74,85,103],clear:[7,32,61,65,78],clearer:[65,68],clearli:[78,82],cli:115,click:[109,115],client:[36,39,74],clip:[6,9,122,134],clock:8,clone:[8,91,102,107,109,110,126,128],close:[2,69,73,103],cloud:[32,33,41,44,45,73,74,130],cloud_read:13,cludform:115,cluster:[13,28,29,31,33,38,70,73,113,114,117],cluster_test_fil:113,cluster_train:[88,114,134],cluster_train_fil:113,cluster_train_v2:[114,118],cm469:115,cmake:[59,85,91,102,103,105,107,109,111,126,127,128],cmake_build_typ:[109,126,127,128],cmake_c:[126,127],cmake_system_nam:[126,127,128],cmakelist:[32,55,56,104],cmatrix:[58,59],cmd:13,cname:115,cnn:[8,116,134],coars:48,code:[2,4,8,13,29,32,40,43,46,47,48,49,50,54,57,62,64,65,67,69,70,72,74,75,76,80,83,104,115,116],codebas:74,coded_stream:90,codedinputstream:90,coeff:8,collabor:33,collect:[8,14,28],collectbia:104,color:[15,133],colour:14,column:[7,8,21,50,69,73,109],column_evalu:7,com:[8,9,14,32,49,91,102,103,107,109,110,112,115,116,126,128,130,133],combin:[7,8,9,13,23,28,62,74,78],come:[42,66,70,83],comma:[25,28,38],command:[13,25,32,36,41,45,102,104,109,115,116,117,119,120,124],commandlin:[111,117],comment:[32,51,80,98,117],commit:[32,116],common:[15,20,23,26,35,76,81],commonli:[45,76,109],commun:[33,38,39,63,70,72,115],compani:47,compar:[30,32,74],comparison:[32,47],compat:[46,48,63],compil:[8,32,51,53,63,70,75,79,80,84,102,113,126,127,128],complaint:32,complet:[8,9,14,23,28,31,33,37,38,44,50,57,74,109,115,116,117,130],complex:[9,40,61,74],complic:[8,48,69,70,82,83],compon:[51,70,83],compos:[13,29,48,51,60,68,74],composenotalign:13,composit:48,compress:37,comput:[8,9,21,25,29,30,33,43,46,47,51,57,62,63,64,70,72,73,75,78,81,82,84,105,106,109,112,115],computation:8,computationgraph:51,con:63,concat:[49,101],concaten:[8,9,49,60,83,88],concentr:74,concept:[7,29,47,48,49,51,60,61,64,65,66,73,78,83,84],conceptu:[43,47,49,51],concern:[29,42],concis:[49,83],conckerneltrac:25,concret:[74,81],concurr:[33,40,47,72],cond:[21,31,47,52,66],condit:[8,21,37,47,52,70,116],condtion:49,conf:[4,8,90,98,114,117,132,133],conf_paddle_gradient_num:[115,117],conf_paddle_n:[115,117],conf_paddle_port:[115,117],conf_paddle_ports_num:[115,117],conf_paddle_ports_num_spars:[115,117],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,35,45,61,95,104,115,116,117,121,122,124,130,134],config_:[36,122],config_arg:[121,122,124,133,134],config_bas:[7,8,28],config_lay:104,config_len:38,config_pars:[4,55,56,104],config_proto:38,configprotostr:90,configur:[8,21,28,36,38,40,41,47,51,54,68,72,81,82,96,104,130,132,133],confirm:45,conflict:[78,103],confus:[15,49,54],conll:14,connect:[9,21,41,70,72,86,115,116,130,134],connectionist:8,consequ:[8,9],consid:[7,8,20,67,81,130],consider:[8,9],consist:[7,8,14,15,37,57,66,69,74,75,80],consol:115,consolid:31,constant:[8,20,21,51,53,54,73,90],constraint:[70,78],construct:[7,29,43,51,60,68,74,78,80,84],constructbackwardgraph:50,constructoptimizationgraph:50,constructor:[21,46,68,74,78,80],consum:[33,109],contact:40,contain:[2,7,8,9,11,13,14,15,21,28,29,31,37,43,49,51,57,65,68,73,74,75,78,79,80,83,84,102,115,116,117],containerport:115,content:[38,45,57,61,107],content_dir:107,content_len:38,context:[2,8,9,14,78,79,81,88,101,105,106,112],context_attr:9,context_len:[8,9,134],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,134],contin:115,continu:[7,33,57],contrast:8,contrib:76,contribut:76,contributor:74,control:[6,31,73,115,116,130],conv2d:49,conv:[9,21,49,82],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:[29,51,62,80],convent:38,convers:[46,47,70],convert:[2,4,14,21,35,46,47,69,71,75],convlay:8,convolut:[8,9,13,21,22,49,68,81],convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:103,coordin:[33,38],copi:[28,29,37,40,45,50,60,61,63,64,83,115],core:[6,18,21,51,54,59,64,65,83,112],coreo:[115,130],corner:74,corpu:14,correct:[8,21,30,46,63,115],correctli:[7,13,46,49],corresond:46,correspend:21,correspoind:29,correspond:[8,21,26,29,31,32,46,51,52,60,61,68,73,74,75,76,80,81,90,109],corss_entropi:29,cortex:46,cos:[8,80],cosin:[8,21,80],cosineop:80,cosineopproto:80,cosineopprotomak:80,cost:[21,28,29,50,62,63,66,67,70,73,82,95,112],cost_id:8,cost_np:67,cost_val:70,could:[8,13,28,29,30,37,46,47,60,62,64,65,66,68,69,70,71,72,75,109,115],count:[7,33,41,42,67,69,111,113,116,122,124],counter:[25,33,37,50,71],cours:[7,41],covari:8,cover:47,cp27:94,cp27m:94,cp27mu:94,cpp:[30,36,48,55,56,58,59,65,72,74,84,90,98,104,111,117,134],cprofil:[109,110],cprofilev:[109,110],cpu:[2,6,8,30,41,46,54,64,65,70,73,74,76,77,81,82,102,105,106,109,111,112,116,124],cpu_avx_mkl:94,cpu_avx_openbla:94,cpu_kernel:54,cpu_per_p:73,cpu_per_train:73,cpudevicecontext:[81,105],cpuengin:56,cpuinfo:92,cpuplac:[54,81,105,106,112],cpusparsematrix:59,crash:[33,111],creat:[6,8,13,18,21,28,29,30,31,33,38,42,43,44,45,46,47,48,49,50,60,62,63,64,65,68,71,75,76,90,95,103,104,107,116,117,118,130],create_backward_pass:62,create_bias_paramet:104,create_block:68,create_cloud_job:73,create_doc_str:80,create_input_paramet:104,create_local_scop:43,create_oper:48,create_optimization_pass:[23,62],create_paramet:68,create_python_ops_creatation_funct:80,create_rnn:31,create_rnn_op:60,create_st:18,create_tmp_var:68,create_tmp_vari:68,create_var:68,create_whileloop:83,createfromconfigproto:4,creategradientoper:75,createop:80,createoper:31,createstack:115,createvari:31,creation:[48,115],creationd:115,creator:[13,14,35,74,75],creator_:75,credenti:45,crf:[81,82],critic:[49,109],crlf:103,crop:[15,81,133],crop_grad:81,crop_siz:[15,133],crope:15,cropgradkernel:81,cropkernel:81,cross:[8,68,90,126,127,128,134],cross_entropi:[8,29,49,73,82],cross_entropy_with_selfnorm:8,crt:44,csc:104,csr:104,csv:[25,90],ctc:7,ctc_evalu:7,ctest:[91,102,103,105],ctor:68,ctrl:[102,114],ctx:[105,106],cublas_handle_:81,cublashandle_t:81,cuda7:94,cuda8:[91,94],cuda:[25,32,47,74,81,102,105,111,122],cuda_dir:[121,122],cuda_fp16:46,cuda_profil:25,cuda_so:[85,92],cuda_visible_devic:88,cudaconfigurecal:111,cudadevicecontext:[81,105],cudadevicegetattribut:111,cudaeventcr:111,cudaeventcreatewithflag:111,cudafre:111,cudagetdevic:111,cudagetdevicecount:111,cudagetdeviceproperti:111,cudagetlasterror:111,cudahostalloc:111,cudalaunch:111,cudamalloc:111,cudamemcpi:111,cudaplac:[81,82],cudaprofilerstart:111,cudaprofilerstop:111,cudaprofilestop:111,cudaruntimegetvers:111,cudasetdevic:111,cudasetupargu:111,cudastream_t:81,cudastreamcr:111,cudastreamcreatewithflag:111,cudastreamsynchron:111,cudeviceget:111,cudevicegetattribut:111,cudevicegetcount:111,cudevicegetnam:111,cudevicetotalmem:111,cudnn:[8,11,32,54,81],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[121,122],cudnn_convt:8,cudnn_dir:[121,122],cudnn_handle_:81,cudnn_kernel:54,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:81,cudnnhandle_t:81,cudnnplac:81,cudnnv5:91,cudrivergetvers:111,cuinit:111,cumtim:[109,110],cumul:8,cur_mem:61,curl:[13,115],curli:[31,50],current:[2,8,21,31,32,33,36,38,42,47,54,60,61,64,65,68,72,73,78,82,83,107,115,131],current_block:[66,68],current_oper:66,current_word:[88,101],currentcost:134,currentev:134,curv:29,custom:[23,29,41,46,49,61,64,74,115],custom_batch_read:69,cut:[72,83],cut_lin:13,cutoff:14,cv2:15,cxx:127,cxx_compil:[126,127,128],cxx_flag:127,cxx_flags_minsizerel:126,cxxabi_1:94,cycl:33,cyclic:8,cython:58,d3e0:115,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:126,dandroid_arm_mod:126,dandroid_arm_neon:126,dandroid_standalone_toolchain:126,darwin:115,dash:49,dat:35,data:[2,7,14,15,18,28,29,30,31,35,36,37,42,44,46,47,49,50,51,53,54,57,60,61,62,63,64,65,66,68,72,73,74,76,78,79,80,81,82,83,84,88,95,96,98,101,106,112,113,116,117,119,121,132,133,134],data_batch:88,data_config:4,data_dir:132,data_fil:15,data_i:49,data_lay:[2,36,88,98,134],data_layout:21,data_read:[13,69],data_reader_creator_random_imag:69,data_shar:83,data_typ:[13,14,57,79,82,84,95,96,101],data_type_:[54,82],data_x:49,databas:14,datacent:[35,45],datacenter1:35,datacenter2:35,datacenter_1:35,datacenter_2:35,datacenter_nam:35,datadim:8,datafeed:[16,112],dataflow:51,dataprovid:[1,88,90,117,134],dataprovider_:134,dataprovider_bow:134,dataprovider_emb:134,dataproviderconvert:4,datasci:8,dataset:[35,41,64,69,95,96,101,109,110,113,133],dataset_nam:15,datatransformationfn:82,datatyp:[14,18,21,54,79,82,84],dcgan:49,dcmake_build_typ:107,dcmake_install_prefix:[126,127,128],dcmake_system_nam:[126,127,128],dcuda_arch_nam:91,dcudnn_root:91,ddim:[81,106],dead:33,deal:130,deb:103,debug:[30,45,47,70,107,109,110],debug_str:51,decai:[10,23,26],decar:13,decayr:36,decent:37,decid:[29,40,49,57,64,75,76,79,131],declar:[8,21,31,49,60],decod:[8,9,100,101],decoder_boot:101,decoder_dim:61,decoder_group_nam:101,decoder_input:[61,88,101],decoder_mem:[61,101],decoder_prev:9,decoder_s:[88,101],decoder_st:[9,101],deconv:[8,49],deconvolut:[8,21],decor:[2,13],decrement:71,decrementcount:71,decrypt:115,deduc:74,deep:[8,20,40,43,49,50,56,74,76,81,111,133],deepspeech2:55,def:[2,4,8,13,29,30,35,41,42,48,49,51,54,60,61,62,68,69,80,83,88,90,95,98,101,104,105,117,133,134],def_block:49,default_block:49,default_decor:117,default_devic:124,default_main_program:[18,112],default_param_attr:68,default_st:83,default_startup_program:[18,112],default_valu:124,defaultinfervartyp:53,defect:65,defer:40,defin:[2,8,9,13,20,23,26,28,29,31,32,33,40,46,47,48,49,51,54,60,63,66,68,69,71,72,74,78,80,81,83,88,95,105,109,112,134],define_py_data_sources2:[2,90,133,134],definit:[31,33,37,43,54,66,70,75,80,83,109,112,132],definiton:48,degre:8,delai:[64,81],delet:[41,44,103,131],deletestack:115,delimit:[7,90],deliv:130,delta:[8,30],delv:[8,20],demand:[33,81],demo:[4,8,14,74,116,119,132,133,134],dens:[8,13,38,39,79,115],dense_arrai:13,dense_vector:[2,4,13,95,96],dense_vector_sequ:13,dep:32,depend:[31,32,33,41,51,63,67,70,72,79,130],dependent_var:67,deploi:[8,130],deploy:[51,57,74,115,130],deprec:8,depth:[31,47],dequeu:72,deriv:[5,29,52,62],desc:[31,57,68,80,83],desc_:31,descend:83,descent:[8,33,64],descproto:57,describ:[29,31,32,37,43,54,57,60,61,65,66,68,74,79,80,82,84,115,116],describestack:115,describestackev:115,describestackresourc:115,descript:[7,31,32,53,56,57,75,79,82,84,115,117],descriptor:82,deseri:[28,57,65],deserializ:74,desgin:50,design:[8,13,20,36,54,58,64,76,130],desir:[13,33,64,115,116],destin:[38,45],destroi:[31,43],destruct:78,det_output:7,detail:[6,7,8,9,10,21,30,37,41,45,47,49,51,57,60,68,70,73,76,78,83,84,109,115,130],detect:[53,103],detection_evalu:7,detection_output:7,determin:[8,13,31,74],dev:[74,85,92,102,103,109,110,126,130],dev_ctx:31,develop:[32,47,53,65,68,75,77,103,109,112,127],deviat:[6,20],devic:[6,42,46,51,56,63,65,70,73,74,82,85,92,106,112,124],device_context:105,devicecontext:[31,105],deviceid:[56,124],deviceid_:56,devid:8,dhcp:130,diagram:60,diamond:49,dic:15,dict:[2,7,14,28,68,73,90,98,117],dict_dim:[88,98],dict_fil:[7,98],dict_siz:[14,36,61],dictionari:[2,7,8,14,28,29,30,68,73,88,134],dictrionari:134,did:65,diff:103,diff_mat:30,differ:[7,8,28,31,32,33,38,40,42,43,46,47,49,51,52,61,63,64,67,70,71,72,73,75,78,82,83,109,115],differenti:48,difficult:[7,30,47],difficulti:20,dig:115,digit:8,digraph:51,dilat:8,dilation_i:8,dim0:105,dim1:105,dim:[8,13,21,36,57,60,74,79,81,84,104,105,106,132],dim_:[81,106],dimens:[5,8,9,11,13,21,49,74,79,81,83,88,106],dimension:[8,21],dimes:8,dios_arch:127,dios_enable_bitcod:127,dios_platform:127,dios_use_veclib_for_bla:127,dir:[117,126,133],direct:[8,9,15,47,64,109],directli:[9,20,23,26,32,39,41,46,54,65,70,80,83],directori:[8,32,35,40,44,45,81,103,107,111,116,131],disabl:90,disadvantag:[64,68],discard:[13,33,37,61,103,122],discexp:90,discount:8,discov:33,discoveri:115,discret:8,discrim:49,discuss:[29,31,37,38,39,70,81],disk:57,dispatch:[65,70],displai:[41,45],dist:[77,85,91],dist_train:[29,41],distanc:[7,8],distinguish:32,distribut:[8,20,31,37,38,39,40,42,47,63,72,73,74,84,119,120,122,130],distribute_test:[121,122],disucss:29,div:21,divid:[8,10,42,80,84,109],diy_beam_search_prob_so:[121,122],dns:115,do_forward_backward:69,doc:[4,13,51,60,83,105,107,113,114,117],doc_cn:107,docker:[77,85,91,92,103,107,113,115,116,117,119,120,126,130],docker_build:29,docker_clust:[114,118],docker_push:29,dockerfil:[102,103,117,126,128],document:[8,9,30,44,47,50,60,61,70,74],documentari:2,doe:[9,33,37,38,40,41,43,46,51,60,65,68,70,72,74,75,76,112],doesn:[6,8,13,29,31,69,73,109],dog:133,doing:[36,40,50,70],domain:115,don:[9,29,32,48,50,69,115],done:[7,8,9,32,33,37,38,53,57,64,70,71,75,76,103,109,111,115,117],dot:[8,9,105],dot_period:[117,122,124],dotmuloper:8,dotmulproject:8,doubl:[46,50,70,82,105,122],down:111,download:[14,32,33,36,40,44,116,130],doxygen:103,dozen:32,dpython_execut:85,dpython_include_dir:85,dpython_librari:85,draw:61,drive:78,drop:[8,9,21,61],drop_fc:89,drop_rat:[6,89],dropout:[6,9,89],dropout_prob:21,dropout_r:[8,89],drpi_arm_neon:128,drpi_toolchain:128,drwxr:116,dst:38,dtoh:111,dtype:[4,18,21,51,68,90,112,133],due:[37,40,49,61,68,109,110],dummi:[28,37],dump:57,duplic:[21,72],durat:37,dure:[2,8,9,21,26,31,33,37,40,41,42,47,63,64,74,115,130],duse_eigen_for_bla:126,dwith_c_api:[59,126,127,128],dwith_doc:107,dwith_gpu:[91,107,128],dwith_mkl:107,dwith_profil:111,dwith_python:[59,128],dwith_swig_pi:[59,126,127,128],dwith_test:[91,105,127],dwith_tim:111,dynam:[2,38,59,60,69],dynamic_cast:104,dynamic_recurrent_op:83,e2e:130,each:[2,7,8,9,11,13,14,18,21,28,30,32,33,36,37,38,40,41,42,43,47,50,53,60,61,63,65,67,68,69,70,72,74,75,78,79,80,81,82,83,109,115,130],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:47,earli:46,eas:[13,53],easi:[30,61,64,69,74,76],easier:[29,46,47,69,72,83],easili:[29,49,63,69,75,78,81],echo:[85,92],edg:[15,73],edit:[7,115],editor:68,edu:[14,115,116],eeoi3ezpr86c:115,effect:[8,28,115],effici:[8,57,69,70,81],effort:70,efg:8,efs:115,efs_dns_nam:115,efsvol:115,eigen:[46,64,74,76,81,105],eigen_device_:81,eigen_use_gpu:105,eigenmatrix:106,eigentensor:106,eigenvector:106,either:[8,9,13,21,28,29,49,52,53,60,64,70,76],elb:115,elbapis:115,electron:116,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,37,51,61,72,73,74,105],element_typ:38,elementari:74,elementwis:21,elif:[29,80],els:[29,36,41,47,49,52,53,54,70,72,78,80,92,98,104,133],emac:102,emailweixu:32,emb1:[36,98],emb2:[36,98],emb:[88,90,98,116,134],emb_group:98,emb_para:90,emb_param_fil:90,emb_sum:88,embed:[29,31,36,53,61,72,79,83,90,101,132],embedding_lay:[36,88,98,134],embedding_nam:[8,101],embedding_s:[8,101],empir:8,emplace_back:104,emploi:80,empti:[7,13,33,61],emul:46,enabl:[6,8,31,32,37,51,72,102,111,115],enable_grad_shar:[121,122],enable_parallel_vector:122,enableonstart:25,enc_proj:[9,101],enc_seq:9,enc_vec:101,encapsul:[38,73],encod:[9,37,61,98],encoded_proj:[9,101],encoded_sequ:[9,101],encoded_vector:101,encoder1:98,encoder1_expand:98,encoder1_rep:98,encoder2:98,encoder2_rep:98,encoder_ctx:61,encoder_ctx_expand:61,encoder_ctx_proj:61,encoder_dim:61,encoder_last:8,encoder_out_seq:61,encoder_s:101,encount:36,encourag:[43,70],encrypt:115,encrypt_decrypt:115,end2end:130,end:[7,8,28,31,51,61,65,69,78,101,103],end_pass:29,end_po:8,endforwardbackward:28,endian:57,enditer:[28,29,95],endpass:[28,29,95],endpoint:[13,35,115],endtrain:29,engin:[41,56],english:8,enough:[31,54],enqueu:72,ensembl:9,ensur:[33,63,78],enter:[31,43],enterpris:74,entir:[8,9,38,40],entiti:[7,31,78],entranc:43,entri:[13,37,41,53,115],entropi:[8,68,134],entry_point:41,enueu:72,enumer:[5,90],env:[88,107,109,110,115,117],environ:[29,73,85,109,111,115,116],environmenterror:113,eol:103,eos_id:[8,101],epoch:49,epsilon:[8,10,21,23],equal:[8,9,21,33,83,98,105],equat:[7,8,9,10,21,105],equival:[29,31,47,52,80,130],error:[6,7,8,9,21,29,30,37,45,46,47,78,85,90,115,122,134],error_clipping_threshold:[6,88],especi:[8,9,56],essenc:29,essenti:[8,29,43,46],estim:[8,29,64,72],eta:116,etc:[7,13,21,31,42,63,64,69,70,78,115,130],etcd:[13,28,33,37,38,40],etcd_addr:38,etcd_endpoint:13,eth0:[115,117],euclidean:8,eval:[7,18,31,42,49,73,74,134],eval_program:[18,42],eval_result:42,evalu:[8,16,27,28,40,51,67,70,73,111,112],evaluate_difficult:7,even:[29,46,47,63,68,69],evenli:[38,115],event:[95,116],event_handl:[28,29,95],eventu:[70,83],everi:[7,8,9,13,18,29,33,37,38,40,42,50,51,53,60,63,68,72,78,80,82,95,112],everyth:[49,70,72],evid:65,evolv:47,exactli:[8,9,88,115],exampl:[7,8,9,13,14,15,21,28,31,41,42,45,47,48,49,50,51,53,60,61,65,66,68,69,72,74,75,76,79,81,82,83,109,112,115,133],exc_path:85,exceed:8,except:[8,14,40,47,50,83],exchang:65,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,excut:13,exdb:14,exe:112,execut:[32,33,37,41,42,43,49,51,63,73,75,109,115],executioncontext:[105,106],executor:[16,18,42,46,47,49,62,66,82,109,110,112],exist:[29,31,33,45,47,61,68,69,73,75,80,81,83,106,115],exit:[38,45,116],exp:[21,90],expand:[21,61,98],expand_a:[8,97,98],expand_lay:98,expand_level:[8,97],expandconvlay:8,expandlevel:97,expans:8,expect:[8,82],expect_kernel_typ:82,experi:57,expert:32,expir:33,explain:[7,21,33,47,48,50,109],explan:[8,30,41,70,78],explicit:[83,104],explicitli:[29,43,70,73],explor:[8,61,76],expon:8,exponenti:5,expos:[39,57,81,83,115],express:[29,42,51,72,115],extend:[7,64,72,83],extens:[40,61,72],extent:59,extern:[32,56,58,59,74],external_librari:32,extingrad_:56,extinval_:56,extoutgrad_:56,extoutval_:56,extra:[6,8,9,70,76,81,130],extra_lay:28,extraattr:[6,124],extraattribut:8,extraattributenon:8,extract:[7,8,47,65,70,115,132,133],extract_fea_c:133,extract_fea_pi:133,extralayerattribut:[6,9,88,89],extralayeroutput:9,extrem:[8,47],f1205:90,f120da72:116,f7e3:115,fa0wx:116,fabric:[113,114],face:[32,76],fact:[47,63,66,68],factor:[6,10,21],factor_s:8,factori:58,fail:[33,37,61,73,85,90,116,122],failur:[33,38],fake:49,fake_imag:69,faked_imag:49,fall:[46,67],falloc:44,fals:[6,7,8,9,10,13,21,22,23,30,31,47,52,54,55,60,66,67,69,79,84,88,95,96,98,101,104,105,113,116,124,132,134],false_block:[31,52,66],false_label:69,false_neg:42,false_posit:42,false_read:69,fan_in:20,fan_out:20,faq:125,far:83,fashion:70,fast:[8,37,47,111],faster:[8,9,26,33,47],fastest:47,fault:[28,37,74],fbd1f2bb71f4:116,fc1:[51,73,104,124],fc1_bia:51,fc1_weight:51,fc2:[51,73,124],fc3:[51,124],fc4:124,fc8a365:115,fc8a:115,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[68,80,88,90,98,124,134],fc_layer_nam:9,fc_mat:28,fc_op:80,fc_out:31,fc_output:80,fc_param_attr:9,fc_without_b:31,fclayer:104,fcop:48,fdata:98,fea:133,fea_output:133,feasibl:64,featur:[2,5,8,13,14,46,51,63,70,103,133],feed:[9,28,29,50,60,70,73,76,95,112],feed_dict:[49,73],feed_list:112,feeder:[13,112],feedforward:20,festiv:2,fetch:[14,33,36,67,70,85,103,112],fetch_list:112,fetch_op:67,few:[32,33,64,69,70,79],fewer:[8,21,68],fg0:8,field1:28,field2:28,field:[8,28,31,51,53,57,67,75,79,80,88,115],fifth:50,figur:[29,32,47,49,56,60,68,70,72,132],file:[2,7,8,13,14,15,25,28,29,32,33,35,37,38,40,41,44,45,47,51,57,59,69,70,74,81,84,103,105,112,130,133],file_list:2,file_nam:[90,98,133,134],file_typ:13,filenam:[2,15,35,68,88,109,110],fileoffset:44,filesystem:[40,41,44,70,115],fill:[8,33,37,47,68,115],fill_zero_grad:74,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:[8,21,31,33,40,46,51,61,78],find_var:30,findop:31,findvar:[31,78],fine:[6,37,48],fingerprint:115,finish:[33,37,40,41,43,63,80,115,116],first:[8,21,28,29,31,33,37,40,41,43,45,47,49,50,51,60,61,66,67,68,70,74,79,80,81,83,105,106,115,130,134],first_seq:101,firstli:[7,8],firstn:13,firstseen:116,fit:[14,46,54,57,61,74],five:66,fix:[6,8,58,70,103,109],flag:[8,14,21,55,56],flatten0:51,flatten:[51,66,68,106],flatten_result:88,flexibl:[8,9,29,38,47,50,54,60,61,64,69,70,81,83],flip:15,flist:113,float16_t:46,float32:[4,13,21,46,48,49,68,69,90,105,112,133],float_16:21,float_to_half_rn:46,floor:[8,90],flow:[21,31,60,77],fluid:[0,18,20,21,22,23,25,26,43,81,82,109,110],fmt:90,fname:90,fnt03:115,focu:[51,109],folder:[32,35,41,45,115],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,37,41,43,46,47,48,49,50,51,52,53,60,61,63,64,66,67,68,69,70,72,74,75,76,78,79,80,81,82,83,109,112,115,119,120,130],forbid:29,forc:[63,68,82],force_cpu:54,force_cudnn:54,force_load:58,forest:31,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,42],formalis:82,format:[7,13,14,15,21,25,28,30,37,46,47,61,83,96,103,104,115],former:[29,32,47,64],formula:[8,9,10,30],formular:8,forth:49,forward:[5,8,9,30,31,36,38,47,49,55,56,57,62,65,66,69,74,75,76,79,104],forward_op:30,forwardactiv:104,forwardbackward:28,forwardtest:4,found:[46,66,76,78],four:[7,42,47,50],foward:67,fp16:[46,74,84],fp32:[74,82,84],fp64:84,fparam:90,fpga:[73,112],fpgadevicecontext:81,fpgaengin:56,fpgaplac:81,frac:21,frame:[7,43,74,83],framework:[29,31,42,46,47,51,63,64,66,74,76,78,80,81,105,109,110,112],free:[14,81,130],frequenc:14,frequent:[37,69,74,76,81],fresh:[40,73],friend:78,friendli:[47,49],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,35,36,37,38,42,45,46,47,48,49,50,51,52,54,60,61,62,63,65,66,68,69,70,72,73,74,75,78,81,82,83,85,100,105,106,109,110,111,115,116,130,132,134],from_no_sequ:[8,97],from_sequ:[8,97],from_tar:[28,95],fromfil:[69,90,133],fromstr:90,front:51,fuction:25,fulfil:111,full:[8,33,40,60,63,64,130],full_matrix_project:[9,98,101],fulli:[21,70,72,130,134],fullmatrixproject:8,fullsiz:36,fully_matrix_project:9,fullyconnect:[51,68],fullyconnectedlay:104,func:[2,13,37,75],funciton:[9,21],functor:[48,51],fundament:[46,72,74],further:[8,80,130],furthermor:73,futur:[8,40,46,60,70,74,131],fvs:80,fwd_op:75,g_b0:49,g_b1:49,g_b2:49,g_block:49,g_command_config_arg:[55,56],g_data_transformation_:82,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:68,g_step:49,g_w0:49,g_w1:49,g_w2:49,gain:8,gamma:133,gan:29,gangliao:32,gate:[8,9],gate_act:[8,9,98],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:55,gather:[8,63,65,105],gauss:6,gaussian:20,gaussian_normal_random:49,gcc:[46,58,74,91,102,109,126,128],gcc_3:94,gcreators_:80,gemm:55,gen:8,gen_proto_pi:107,gen_rand_param:90,gender:[14,117],gendrated_id:61,gener:[2,7,8,9,13,18,28,29,30,31,32,33,35,37,38,40,47,48,53,63,64,66,67,68,69,70,72,74,75,79,80,81,83,95,111,115,117,124,132],generated_id:61,generated_scor:61,generated_word_embed:8,generatedinput:[8,100,101],genr:117,gereat:7,get:[2,7,8,13,14,21,28,30,31,32,33,37,38,40,41,44,47,49,51,54,55,56,60,61,68,73,74,75,78,80,81,82,83,92,104,109,110,114,115,116,118],get_all_op_proto:80,get_block:68,get_cloud_job:73,get_config_arg:124,get_data:[116,134],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_input_lay:104,get_model:133,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:88,get_shap:28,get_support:[85,94],get_symbol:51,get_tensor:30,get_vari:31,get_word_dict:14,getactualkerneltyp:[54,82],getbatchs:104,geteigendevic:106,getenv:[29,41,113,117],getexpectedkerneltyp:[54,82],gethostbynam:117,gethostnam:117,getidmap:117,getinfervartyp:53,getinput:104,getinputgrad:104,getinputvalu:104,getkerneltyp:46,getlayeroutput:28,getmat:36,getoptconfig:36,getoutputgrad:104,getoutputvalu:104,getparam:36,getparameterconfig:36,getparameterptr:104,getparameterspars:36,getparametersremot:36,getplac:[81,105,106],getpodlist:117,getsiz:104,gettask:37,gettempl:115,gettranspos:104,getw:104,getweight:104,getwgrad:104,gist:9,git:[77,85,91,102,103,107,126,128],github:[9,32,49,91,102,103,107,109,110,112,126,128,133],give:[2,33,60,68,74,115],given:[8,13,21,28,38,40,47,48,49,61,69,72,73,76,83],glibc:[126,128],glibc_2:94,glibcxx_3:94,glide:32,global:[6,21,23,29,31,32,33,51,54,65,73,74,78,80,81,82,102,111,115],global_block:68,global_learning_r:6,global_pool:21,global_step:23,globalstat:111,globalstatinfo:111,globe:2,glorot10a:20,glorot:20,gnueabihf:128,go_librari:32,go_test:32,goal:[46,50,63,74],gob:37,godep:32,godoc:58,goe:[9,33,47,52,78,112],going:[48,64,109,130],golang:32,good:[47,49,64,69,76,109,130],googl:[29,74,90,109,110,126],googleapi:115,googlenet:56,got:[54,78],gpg2:115,gpg:115,gprof:110,gprotos_:80,gpu:[6,8,11,30,41,42,46,63,64,65,70,73,74,76,77,81,82,85,92,94,96,102,111,112,113,124,130,133],gpu_id:[88,122,124],gpu_per_train:[70,73],gpudevic:81,gpugpu_id:121,gpukernel:74,gpustarttimestamp:25,grab:33,grad:[30,38,56,79,122],grad_op_class:74,grad_op_maker_:75,grad_op_typ:[74,75],grad_op_type_:75,grad_share_block_num:[121,122],grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,33,37,50,53,62,63,64,65,71,74,79,109,113,117,122,134],gradient_clipping_threshold:[6,88,134],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,59],gradientmachin:[4,28,59,65,117],gradientmachine_:36,gradopdescmak:[53,75],gradopdescmakerbas:75,gradopmak:75,grai:15,grain:48,gram:132,grandient:28,grant:115,graph:[8,21,28,31,32,33,42,47,49,60,63,64,66,70,71,73,84],great:[72,130],greater:[8,64],greaterthan:80,green:49,grep:[92,118],gridsize3d:25,groudtruth:101,ground:[7,8],group:[9,21,22,37,51,81,130],group_input1:101,group_input2:101,group_input:[98,101],grouplen:14,grpc:130,gru:[8,61,134],gru_bias_attr:9,gru_decod:101,gru_decoder_with_attent:101,gru_encoder_decod:132,gru_layer_attr:9,gru_memori:9,gru_out:61,gru_param_attr:9,gru_siz:134,gru_step:[61,101],gru_step_lay:9,grumemori:[9,89,101],gserver:[8,55,56,104],gsizex:111,guarante:68,guard:36,guest:94,gui:109,guid:[25,44,74,115,116],gzip:[13,37,116],h0_bn:49,h_prev:31,hadoop:[13,29],half:[46,115],half_to_float:46,hand:[74,81],handi:32,handl:[13,29,41,51,65,69,70,73,78,81,83,112],handler:[28,31],happen:[37,80],hard:[47,61,70,72,83,115],hardwar:[47,81],harvest:134,has:[7,8,9,14,21,25,29,30,31,32,33,37,38,40,42,46,47,49,51,57,61,63,66,70,72,73,74,79,80,81,82,111,112,115,130],has_kei:28,has_selected_colum:8,hasdependentvar:67,hash:63,hasn:47,hassubseq:98,have:[8,9,13,21,29,30,31,32,33,37,38,40,41,43,46,47,48,49,50,54,57,60,61,63,64,65,66,68,69,70,72,73,74,75,78,79,81,82,84,115,130],haven:47,hdf:[13,35],head:[105,118],header:[38,57,59,74,81,90,133],headip:118,height:[8,13,15,31,58,69,90,104,105],height_:79,held:33,hello:29,help:[4,8,21,31,45,47,51,61,69,74,83,103,109],helper:[8,21,70,75,83],henc:[64,68,70,75,76,78],here:[6,7,8,9,13,21,29,32,33,39,43,45,47,50,51,60,69,76,80,115,130],heterogen:[70,72],heurist:[8,61,72],hidden:[8,9,21,62,70,89,90,115],hidden_a:90,hidden_b:90,hidden_dim:98,hidden_out:31,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:100,hierarch:[8,66,68,74,98],hierarchi:74,high:[6,20,46,63,81,130],higher:[48,60,83],highest:[13,31],highli:[14,83],him:29,hint:[4,54,72,109],his:73,histor:48,histori:10,hl_get_sync_flag:104,hold:[29,33,37,39,46,49,51,53,73,78,80,81,82,106,115],holder_:[81,106],home:[35,45,70,73,92,109,110,115,116,117,118],honor:37,hook2:98,hook:[6,98],hookattr:6,hookattribut:6,horizont:[8,15],host:[32,41,115,116],host_c:[126,127,128],hostfil:118,hostnam:115,hostnetwork:117,hostpath:[116,117],hostport:115,hot:134,hous:[2,14,96],how:[6,8,21,29,31,33,37,43,45,47,48,51,54,60,61,65,70,76,80,82,109,115],howardjohnson:98,howev:[8,9,30,40,43,47,64,65,68,69,70,75,76,79,80,81,82,115],howto:[113,114,117],hpp:[46,58],html:[14,20],htod:111,http:[8,9,13,14,20,32,41,49,91,92,102,103,107,109,110,112,113,115,116,126,128,130,133],huber:8,huge:64,human:[8,20],hwc:15,hyper:[8,49],hyperparamet:[8,76],hyperplan:13,i1116:117,i1117:111,i386:127,iOS:127,iamfullaccess:115,iamusersshkei:115,icc:47,ics:14,id_input:7,id_rsa:118,idea:[32,47,64,69,76,109],ideal:[70,82],ident:[8,75,115],identifi:[8,52],identityoffsetproject:8,identityproject:8,idmap:117,ids:[7,8,21,61,88],idx:[37,49,104],ies:45,ifels:[31,66],ifelseop:66,ignor:[2,8,21],iil:90,illustr:[7,33,38,48,60,70,73],ilsvrc:133,im_siz:49,imag:[11,12,13,14,21,22,29,47,49,50,61,62,66,69,73,102,103,115,116,117,119,120,130,133],image_a:69,image_b:69,image_fil:69,image_h:21,image_lay:69,image_list_provid:133,image_nam:29,image_path:69,image_reader_cr:69,image_s:133,image_w:21,imagenet:[8,20,35],imagepullpolici:[115,117],imageri:8,images_reader_cr:69,imagin:50,img2label:15,img:[2,8,9,70],img_conv_lay:9,img_pool_lay:9,imgsiz:111,imgsizei:111,imgsizex:111,immedi:[64,76,115],immutable_paramet:29,impel:81,imperfect:74,implement:[8,9,13,20,21,23,26,31,37,38,39,40,41,47,48,51,52,53,58,59,61,65,67,70,72,78,80,81,82,83],implemet:36,impli:32,implicit:73,imposs:[61,130],impractic:82,improv:[8,71,72,74,109,115],in_fals:21,in_plac:21,in_tru:21,inarg:[4,36],inbound:115,inc_path:85,includ:[7,8,9,14,15,21,23,29,31,32,38,41,46,47,49,51,58,59,60,61,66,68,74,80,103,105,109,111,115,126,127,128],inclus:61,incom:54,incorpor:8,incorrect:8,increas:[33,37,46,90],increment:[42,50],incupd:104,inde:13,independ:[8,30,38,71,73,78,81,130],index:[7,8,11,13,14,21,28,30,31,33,37,66,68,83,98,115],indexslot:8,indic:[7,8,21,31,38,43,49,60,66,75,79,81,83,115],indice_map:83,indices_map:83,individu:[33,63,115],industri:[33,57,130],ineffici:[65,82],infer:[15,21,29,31,33,42,47,52,53,54,55,58,67,68,73,74,79,82,95,96],infer_shap:68,infer_var_type_:53,inferfac:53,inferior:40,infershap:[31,68,74,105,106],infershapecontext:[105,106],infervartypefn:53,info:[7,8,14,46,60,95,98,104,114,117,130],infom:8,inform:[8,14,21,28,31,41,45,51,54,57,60,63,68,70,76,78,79,109,115],infrastructur:[47,115],ingrad_:56,inherit:[31,62,74,81],ininst:29,init:[6,20,28,31,49,56,60,61,70,71,95,96,104,113,115,117],init_attr:68,init_from_tar:28,init_hook:[98,134],init_model_path:[121,122,124,132,134],initi:[2,6,8,9,14,16,21,28,32,37,42,50,60,63,64,68,70,71,72,76,80,83,96,112,122,134],initial_max:[6,90],initial_mean:[6,8,90],initial_min:[6,90],initial_std:[6,8,90],initialize_op_attr:68,initpaddl:4,initrd:130,inlcud:9,inlin:[81,106,115],inner:[8,88,98],inner_:98,inner_mem:98,inner_param_attr:9,inner_rnn_output:98,inner_rnn_st:98,inner_rnn_state_:98,inner_step:98,inner_step_impl:98,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:106,input1:[8,9,106],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,36,40,42,46,47,48,49,50,51,53,54,56,60,61,64,65,67,68,69,70,71,72,73,74,75,78,80,81,82,83,88,89,90,95,96,97,98,100,101,104,105,106,112,117,124,132,134],input_conf:8,input_data:104,input_data_target:104,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:104,input_id:8,input_imag:9,input_index:104,input_label:104,input_lay:104,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:83,input_seq:8,input_sequence_data:104,input_sequence_label:104,input_sparse_float_value_data:104,input_sparse_non_value_data:104,input_t:104,input_to_check:30,input_typ:[88,98,134],input_valu:30,input_var:[30,68],inputbuff:36,inputdef:104,inputgradi:75,inputlayers_:104,inputs_to_check:30,inputtyp:13,insert:[63,67,74,75,103],insid:[7,9,33,42,54,65,69,70,72,74,75,115],instal:[8,41,56,77,85,91,92,94,96,103,107,109,110,113,116,126,127,128],install_android:126,instanc:[8,30,31,33,35,39,43,52,60,61,64,68,70,71,74,75],instance_ip:115,instanti:[33,43,112],instead:[8,9,11,13,32,36,41,46,47,50,51,70],instrins:46,instruct:[31,50],int16:84,int32:[66,83,84,122],int64:[21,44,79,82,84],integ:[2,7,8,13,21,37,41,46,58,61,95,134],integer_sequ:88,integer_valu:[2,13,88,95,98,134],integer_value_sequ:[2,13,61,98,101,134],integer_value_sub_sequ:98,integr:[7,130],intel:[47,81],intellig:20,inteloptimizedpaddl:56,inter:[8,70],interact:[8,115],intercept:8,interchang:[50,74],interconnect:63,interest:[46,63],interestingli:47,interfac:[6,8,9,20,23,25,26,28,31,37,41,45,51,63,65,74,75,81,115,130],intergr:8,intermedi:[45,49,62,70],intern:[8,9,20,23,28,46,109,110,115],internel:56,internet:[32,33,130],interpret:[7,43,47],interv:8,intrins:[43,46],introduc:[8,15,31,33,49,55,57,76,78,80,109],intuit:[40,74],inval_:56,invalid:[69,78],invent:47,invoc:[32,47,48,74],invok:[2,8,18,28,65,68,70,72,74,75,80,82,111,115],involv:61,iob:7,ioe:7,ios:127,ios_arch:127,ios_deployment_target:127,ios_development_root:127,ios_enable_bitcod:127,ios_platform:127,ios_sdk_root:127,ios_use_veclib_for_bla:127,ip_str:117,ips:[115,117],ipt:[8,68,80,90,98,101],ipx:130,ipython:29,is_color:15,is_gener:132,is_loc:28,is_predict:134,is_revers:21,is_seq:[8,101],is_spars:21,is_stat:[6,90],is_target:67,is_tensor:80,is_test:[21,133],is_traget:67,is_train:[2,15],isinst:[4,95],ispodallrun:117,isspars:104,issu:[32,49,73],issue_numb:103,istag:77,item:[8,13,28,40,46,69,96,117,130],iter:[2,8,9,10,13,28,29,33,47,64,69,70,83],iter_multiple_input_and_param:68,its:[2,8,9,20,21,26,28,29,30,31,33,37,42,47,49,50,51,53,57,60,61,63,64,65,67,68,74,75,78,79,80,81,82,111,115],itself:[33,40,64,78],ivs:80,java:[31,58,66,74],jeremi:111,jian:20,job:[14,40,70,73,74,117,121,122,124,133,134],job_dispatch_packag:114,job_id:14,job_mod:132,job_nam:[41,115,117],job_namespac:[115,117],job_path:[115,117],job_path_output:117,job_workspac:114,jobnam:117,jobpath:[115,117],jobport0:115,jobport1:115,jobport2:115,jobport3:115,jobselector:117,jobserv:41,join:[33,98],jointli:9,jpg:[15,133],json:[51,115,116],jth:9,judg:8,juditski:64,jupyt:41,just:[5,7,8,9,14,21,32,37,38,47,49,53,64,65,68,69,70,74,75,76,78,79,115],jx4xr:115,jypyt:29,k8s:[117,130],k8s_data:[115,117],k8s_job:29,k8s_token:29,k8s_train:[115,117],k8s_user:29,kafka:35,kaim:20,kaimingh:133,kebilinearinterpbw:111,kebilinearinterpfw:111,keep:[8,13,15,20,33,47,50,61,64,68,78,80,130],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,33,35,37,44,46,54,74,75,80,83,102,103,111,117],kept:[8,68],kera:76,kernel:[8,30,46,47,54,56,64,76,79,81,82,105,106],kernel_hint:54,kerneltyp:[54,82],kerneltypepair:82,key1:122,key2:122,key_pair_nam:115,keyid:115,keymetadata:115,keypair:115,keyserv:115,keystat:115,keyusag:115,keyword:[68,117],kforcecpu:54,kill:[33,115],kind:[29,30,33,39,50,54,62,63,81,82,84,115,116,117],kms:115,know:[29,37,57,109,115],known:[21,31,47,48,60],kriz:14,kselectedrow:79,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:115,kubectl:[114,116,117,118],kuberent:[33,115],kubernet:[29,33,74,113,117,119,120,130],kubernetes_service_host:29,kusecudnn:54,kusemkldnn:54,kvp:25,kwarg:[2,9,10,13,18,21,23,42,51,68,80,98,134],kwd:25,l1_rate:6,l1_regularization_op:76,l2_rate:6,l2_regularization_op:76,l2_sim:8,l2regular:[88,134],l93:36,label:[2,7,8,13,14,15,21,28,42,47,49,50,51,62,66,69,70,72,73,82,88,95,98,112,116,133,134],label_dim:[8,98,134],label_fil:69,label_lay:69,label_path:69,labelselector:117,lag:122,lake:2,lambdacost:8,lambdarank:8,lan:113,languag:[8,14,50,74,78,132],larg:[11,14,57,64,70,72,103],larger:[6,7,8],larger_than:[31,52,66],last:[7,8,9,21,47,60,66,97,98],last_seq:[61,98],last_time_step_output:8,lastseen:116,latenc:[8,46,70,115],latent:8,later:[32,47,74,76,81,106,115,131],latest:[8,31,32,33,40,85,92,103,107,116,117],latter:[64,83,109],launch:115,launcher:29,layer1:[8,9,88,97],layer2:[8,88,97],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,36,47,49,50,52,62,64,66,69,70,72,74,76,80,81,83,88,90,95,96,97,100,101,104,112,133,134],layer_0:104,layer_att:89,layer_attr:[8,88,89,101,124],layer_help:54,layer_num:[124,133],layer_s:8,layer_typ:[8,55,56],layerbas:104,layerconfig:104,layergradutil:104,layerhelp:[21,54,68],layermap:104,layeroutout:8,layeroutput:9,layers_test:85,layout:[15,82],layout_:[54,82],layouttyp:[54,82],lazi:[64,76],lbl:7,leaki:49,learing_r:62,learn:[6,7,8,9,10,14,29,38,40,43,49,50,56,61,63,64,69,70,72,73,74,76,81,92,111,131,133],learnabl:28,learning_method:[132,134],learning_r:[6,23,38,70,88,90,112,132,134],learning_rate_arg:90,learning_rate_decay_a:90,learning_rate_decay_b:90,learning_rate_schedul:90,leas:33,least:[7,21,33],leav:[31,115],lecun:14,left:[8,31],left_cmd:13,left_right_flip:15,legal:80,len:[2,8,21,38,44,47,68,96,98,104,117,134],length:[8,9,13,14,15,21,38,46,55,57,60,61,74,83,116],less:[8,21,29,130],less_than:29,let02:116,let:[7,8,29,31,40,48,50,54,60,61,62,75,81,82,109,115],level:[6,8,20,21,46,48,51,57,60,61,81,83,84,100],lgtest:32,lgtest_main:32,lib64:[85,92,122],lib:[59,91,109,110,126,127,128],lib_path:85,libapi:32,libari:59,libc:94,libcuda:[85,92],libgcc_:94,libgoogl:[109,110],libiomp5:56,libmkldnn:56,libmklml_intel:56,libnvidia:[85,92],libpaddl:[58,59,74,103,109,110],libpaddle_capi:59,libpaddle_gserv:59,libpaddle_math:59,libprotobuf:90,librari:[8,32,39,56,59,63,70,82,122],libstdc:94,licens:[56,63],life:33,lifecycl:130,lifetim:78,lightweight:48,like:[7,8,13,14,21,31,32,33,36,41,43,47,48,49,50,51,53,63,64,68,69,74,75,76,78,79,82,83,109,112,115,130,133],limit:[8,13,21,47,57,61,74,76,90,111],linaro:128,line:[2,7,13,25,32,36,41,45,50,64,66,68,74,76,88,90,98,103,109,115,124],line_break:13,line_count:90,linear:[8,21,61,88,90,95,96],lineno:[109,110],link1:46,link2:46,link:[8,9,32,44,45,78,100,115,130],linux:[13,44,94,102,115,126,128],linux_x86_64:[77,85,94],lipeng:132,lipo:127,list:[1,2,7,8,9,13,15,18,21,23,28,29,31,32,37,41,43,45,47,49,62,65,68,73,75,78,83,88,109,110,115,124,133,134],listdir:113,listen:33,littl:[38,47,54,57],live:112,load:[15,29,33,49,63,68,70,95,115,117,133],load_and_transform:15,load_data_arg:4,load_featur:133,load_feature_c:133,load_feature_pi:133,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[121,122,124,132],load_mnist:49,load_paramet:90,loadparamet:4,loadsave_parameters_in_pserv:[36,121,122],loc:[7,20],local:[6,21,28,30,31,33,39,40,50,60,66,68,74,91,109,117,121,122],local_scop:30,localhost:[92,107],localip:117,localpath:45,locat:[8,28,32,47,83],lock:[32,33,37,38,72],lod:[21,57,60,79,83,84],lod_desc:[79,84],lod_expand:61,lod_level:[21,68,79,84],lod_tensor:[21,60,79,84],lod_tensor_arrai:21,lodtensor:[21,53,57,74,84],lodtensordesc:[57,79],log:[37,45,49,70,86,90,94,104,113,114,115,116,117,118,122],log_barrier_abstract:[121,122],log_barrier_lowest_nod:[121,122],log_barrier_show_log:[121,122],log_clip:[121,122],log_error_clip:[121,122],log_period:[116,117,122,124,134],log_period_serv:[121,122],logarithm:5,logger:[2,98],logic:[40,49,53,62,63,65,70,72,78,83],logist:134,logit:[49,82],longer:[33,70],look:[2,7,31,41,47,50,64,68,75,76,112,115],lookahead:8,lookup:[21,53,61,112],loop:[30,31,47,69,78],loop_var:83,loss:[8,23,49,51,62,64,76,134],lot:[61,64,68,70,76,130],low:[8,20,62,63,81,83],low_rnn:60,lower:[8,46,60,61],lower_level_rnn:60,lpaddle_capi_shar:59,lpaddle_capi_whol:59,lrelu:49,lstm:[8,21,98,101,116,134],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,98],lstm_group_input:98,lstm_input:98,lstm_last:98,lstm_layer_attr:9,lstm_nest_group:98,lstm_output:98,lstm_size:134,lstm_step:9,lstm_unit_op:21,lstmemori:[9,89,98,101],lstmemory_group:[8,89,98],lstmemory_unit:89,lstmlayer:55,ltr:8,mac:[59,126],machin:[9,14,28,47,49,56,63,64,70,72,76,88,100,115,118,130],machine_transl:101,maco:[94,102],macro:[48,75],made:[33,38,47],mai:[8,9,30,31,42,46,54,63,69,70,72,73,74,78,82,115],main:[4,21,47,51,63,66,74,109,110,115],main_program:[18,21,42],mainli:[39,81],maintain:[8,31,37,64,68,74,115,131],majel:32,major:[46,70,82],make:[2,7,8,29,31,32,33,37,38,40,46,47,50,60,61,64,65,68,69,70,71,74,76,81,83,91,102,103,104,105,107,109,111,115,126,127,128,130],make_ddim:106,make_function_oper:48,make_vari:80,maker:[74,75],malloc:81,man:44,manag:[23,28,33,38,39,45,70,78,81,107],mandarin:8,mani:[9,15,32,37,47,49,54,61,65,68,74,75,78,79,80,82,83],manili:51,manipul:[47,68,75],manner:[8,64,76],manual:[62,64,70,75,90,130],manufactur:47,manylinux1:94,manylinux1_x86_64:[77,85,94],map:[7,8,13,28,29,31,37,68,75,78,80,81,82,83,95,130],map_fn:83,map_read:13,mapper:13,mapreduc:29,mark:[49,50,60,61,72,78,109,130],market:46,mask:[6,8,21],master:[29,40,74,77,128],mastermind:32,mat:[58,59],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:[8,21,32,46,88],matchbox:130,math:[9,56,58,74,104,105,111],mathemat:76,matirx:8,matmul:[31,51,60,83,105],matrix:[7,8,9,13,21,28,36,58,59,104,105],matrixptr:104,matrixtyp:59,mattyp:36,max:[6,8,13,14,21,22,30,68,71,90,97,111,124],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,61,101],max_movie_id:14,max_relative_error:[30,105],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:81,maxpool:8,mayb:31,md5:[14,34],mean:[6,7,8,9,10,11,13,15,20,28,32,51,61,67,69,70,71,78,82,88,109,112,115,122,130,133],mean_meta:133,mean_meta_224:133,mean_valu:133,mean_var_nam:8,meant:83,measur:42,mechan:[8,9,39,42,68,75,115],mem:[8,31,41,61,98],mem_per_p:73,mem_per_train:73,member:[8,14,29,50,51,65,68,78],memcpi:[65,111],memor:8,memori:[9,31,36,37,41,46,56,57,61,64,74,82,101,106,111,112,116],memory_boot:9,memory_nam:[8,89],memory_test:102,memory_threshold_on_load_data:[121,122],memoryalloc:81,mention:[21,32,37,47,60,63,64,70,72],mere:9,merg:[8,18,38,40,42,56,60,63,65,71,103],mergedict:132,messag:[31,43,47,50,57,66,67,68,74,75,79,84,85,103,116],meta:133,metadata:[44,115,116,117],metal:130,metaphor:50,metaplotlib:29,method:[2,8,10,20,23,28,30,31,40,46,49,50,51,54,62,63,68,69,71,72,74,78,79,82,83,109,110],methodolog:64,metric:[18,42],mfs:117,microarchitectur:46,might:[8,31,32,47,66,72,109,115],million:14,min:[6,8,68,71,111,115,124],min_block:31,min_count:72,min_desc:31,min_pool_s:[2,88],min_word_freq:14,mind:109,mini:[8,13,18,21,28,31,33,42,43,47,52,60],mini_batch:69,minibatch:[8,21,31,42,50,52,66],minim:[23,31,47,49,62,72,74,112],minimum:8,minsizerel:[126,127,128],minu:75,minus_grad:75,minusgradop:75,minusop:75,minusopgradmak:75,minusopprotoandcheckermak:75,minut:[33,40,115],mip:126,mirror:32,mislead:38,miss:49,mistak:47,mit:115,mix:[9,83,101],mixed_lay:[9,98],mixed_layer_attr:9,mixedlayertyp:8,mixtur:109,mkdir:[45,91,107,115,118],mkl:[47,74,81,82,91],mkl_packed_:55,mkldevicecontext:81,mkldnn:[8,56,82],mkldnn_:56,mkldnn_batch_norm:8,mkldnnactiv:56,mkldnnbase:56,mkldnnlayer:56,mkldnnmatrix:56,mkldnnplace:[81,82],mkldnnstream:56,mkldnntester:56,mklml:56,mklpack:55,mklpackedgatedrecurrentlay:55,mklpackedgemm:55,mklpackedlstmlay:55,mklpackedrecurrentlay:55,mlp:51,mlr:20,mnist:[2,4,35,49,50,66,69,70,73,74,109,110],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:69,mnist_train:[2,69],mnist_train_batch_read:69,mnt:117,mobil:[46,47,74,107,125],mode:[8,25,28,46,55,63,103,117],model:[8,9,14,28,31,33,34,42,50,55,62,63,64,70,72,73,74,76,82,83,95,96,107,115,124,131,132,134],model_config:4,model_list:[122,124],model_path:124,model_zoo:[132,133],modifi:[8,46,51,70,76,103,115],modul:[2,9,14,28,48,49,61,70,83,90,105,109,110,133,134],modular:61,modulo:8,moment:[23,109],momentum:[6,21,23,78,88,95,134],momentumop:[109,110],mon:116,mono:8,month:32,more:[7,8,9,13,21,29,30,32,33,37,40,41,45,46,47,48,50,54,60,61,62,68,69,70,72,74,76,83,90,109,111,112,130],most:[8,13,21,28,29,32,40,50,51,61,64,69,70,76,81,82,109,112,130],mostli:[46,130],motiv:74,mount:[41,115],mountpath:[115,116,117],move:[8,33,37,45,47,64,115,130],movi:[2,14],movidiu:47,movie_categori:14,movie_id:117,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[63,118],mpirun:118,mse:[47,50,62,66],msra:20,much:[8,33,47,62,69,76,83],mul:[48,68,73,104,105],mul_grad:105,mul_op:[21,105],mul_ratio:8,mul_result:68,mulgradkernel:105,mulkernel:105,mulop:[48,105],mulopgrad:105,mulopmak:105,multi:[8,42,63,65,109,130,133],multi_binary_label_cross_entropi:8,multi_crop:133,multigradientmachin:65,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,37,38,40,42,47,48,54,63,70,72,73,74,82,84,95,109,115],multiple_input:68,multiple_param_attr:68,multipli:[7,8],multiprocess:13,must:[5,7,8,9,13,15,21,38,57,67,68,69,74,80,88,104,105,106,113,115],mutabl:[81,106],mutable_data:[81,105,106],mutuable_data:81,mxnet:[31,47],my_cluster_nam:115,my_cost:90,my_external_dns_nam:115,my_lib:113,mypaddl:[116,117],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,33,35,36,38,41,42,46,48,51,54,56,57,59,61,66,68,73,74,77,79,80,83,84,90,95,96,98,101,104,111,112,116,117,119,120,124,130,134],name_prefix:35,namespac:[31,52,58,68,104,105,116,117],nativ:[8,46],natur:[37,40,61,72,83],ncall:[109,110],nccl1:63,nccl2:63,ncclinit:63,nchw8:82,nchw8c:82,nchw:[8,21,56],ndarrai:[15,28,35],ndcg:8,ndcg_num:8,ndk:126,nearest:46,nearli:30,necess:83,necessari:[8,31,38,40,42,57,61,65,68,80,83],neck:63,need:[7,8,9,13,20,23,26,29,30,32,36,37,38,40,41,42,45,47,48,49,54,61,62,63,64,65,67,68,70,72,73,74,75,76,78,79,80,81,83,85,111,115,117,130],need_tran:90,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neighberhood:63,neon:46,ner:7,nerual:21,nervana:47,nest:[8,13,31,66],net:[8,9,16,31,49,60,78],net_diagram:133,netop:[31,74],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,33,36,42,49,51,55,56,60,62,64,69,70,72,76,78,80,81,82,84,89,95,96,98,117,124,130,132,133],network_config:124,networkadministr:115,neural:[8,9,13,20,28,29,31,33,51,55,56,60,64,70,76,78,81,82,84,96,98,100,132],neuralnetwork:65,neuron:21,never:[13,69,78,115,116,117],new_block_idx:68,new_stat:60,newblock:68,newest:38,newli:[46,130],newop:31,newopdesc:68,newprogram:68,newremot:70,newvardesc:68,next:[2,8,14,33,39,61,63,83,109,115],nextlay:56,nfs4:115,nfs:[115,117],nfsdir:117,nfsver:115,ngram:14,nic:[117,121,122],nil:37,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:88,nnz:104,no_cach:2,no_grad_set:[23,30,105],no_sequ:[2,8,95],node0:117,node1ip:118,node2ip:118,node3ip:118,node:[8,32,40,51,61,63,70,72,73,74,84,115,116,117,118,130],node_0:[115,117],node_1:[115,117],node_2:[115,117],node_id:113,nodeattr:51,nodeentri:51,nodefil:114,nodesep:51,nohup:113,nois:[8,33,49],noisi:[8,49],non:[8,21,33,46,47,79,115],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,42,49,51,52,60,61,62,66,68,73,80,83,101,112,133],nonlinear:20,norm:[9,49],norm_by_tim:8,normal:[8,9,14,20,64,116,117,133],notat:8,note:[6,8,9,11,15,18,28,29,31,36,37,41,57,63,69,74,81,82,106,115],notebook:[41,92],noteworthi:47,noth:[5,28,54,68,78,103],notic:[47,63,75],notin:82,notingradi:105,notion:83,notori:30,now:[13,32,33,49,57,64,72,74,75,76,78,100,115],np_arrai:13,nproc:102,nullptr:[75,78,104],num:[8,9,113,117,122],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:[113,121,122],num_group:8,num_hidden:51,num_neg_sampl:8,num_p:[70,73],num_parameter_serv:29,num_pass:[28,95,116,117,121,122,124,134],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:79,num_samples_process:90,num_shard:35,num_step:83,num_train:[70,73],number:[7,8,9,13,14,15,21,31,33,35,42,64,69,72,74,80,83,109,115],numchunktyp:7,numdevices_:124,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:124,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,35,46,49,68,69,90,91,95,105,133],numreal:36,numsampl:111,numtagtyp:7,numtimeout:37,nv_:32,nv_gpu:102,nv_librari:32,nv_test:32,nvcc:[32,46,47],nvidia:[46,47,63,81,85,92,102],nvlink:63,obei:7,obj:[2,90,133,134],object:[2,6,8,9,13,28,29,36,42,49,51,58,62,68,73,74,76,78,111],observ:8,obtain:[21,40,64],obvious:[32,109],occup:117,occupi:46,occur:[14,28],occurr:31,oct:116,odd:8,off:[59,91,102,103,107,113,126,127,128,130],offer:[31,73,74,80],offici:[8,32,115],offlin:[33,35,130],offset:[8,36],often:[8,36,51,109],ograd:104,old:[30,38,40,61,74],older:47,omega:76,omit:[88,134],omp_num_thread:[109,110],ompi_comm_world_rank:113,on_init:2,onc:[8,33,37,42,47,50,64,70,72,115],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,33,36,37,38,40,41,42,43,46,47,48,49,51,53,54,57,60,61,62,63,64,65,66,67,68,69,70,73,74,75,78,79,81,82,83,112,115,130,134],onehotcrossentropyopkernel:105,ones:[48,49,74],onli:[7,8,9,11,15,21,26,28,29,30,32,36,37,38,39,40,41,42,43,45,46,47,49,50,60,61,62,63,65,68,70,72,73,74,79,80,81,82,83,98,100,115,130],onlin:[8,10,33,35,69],only_cpu:30,onnx:47,onto:[21,70,72,115],op_:105,op_check:105,op_class:[74,80],op_desc:[53,67],op_info:112,op_maker_class:[74,80],op_proto:80,op_registri:112,op_test:105,op_typ:[74,105],opattrcheck:105,opcreat:80,opdesc:[31,50,66,67,68,74,75,80,84],opdescbind:[53,75],opdescbuild:31,open:[2,8,15,29,35,47,49,56,69,88,90,95,98,109,115,133],openbla:[91,92],opencv:15,openmp:109,openmpi:[113,118],opensourc:63,oper:[8,9,13,15,20,21,23,26,30,31,42,43,46,47,49,50,51,53,54,60,61,62,63,67,70,71,73,76,78,81,82,84,105,106,112,115],operand:[21,46],operartor:106,operator_grad:30,operatorbas:[31,48,74,75,80,105],operatorwithkernel:105,opinfo:[53,74,75],opinfomak:53,opinfomap:75,opkernel:[105,106],opkernelkei:74,opmak:80,opproto:105,opprotoandcheckermak:[75,105],opprotomak:[80,105],opregist:80,opregistri:80,ops:[23,30,31,32,50,51,64,66,67,68,74,81,105,130],ops_:31,ops_test:32,opt:[29,62,67,73,80,91,117],opt_op_list:62,optest:105,optim:[6,16,27,28,30,49,63,64,65,66,70,71,72,73,74,76,79,88,90,95,109,112],optimis:62,optimize_op_attr:68,optimzi:88,option:[7,8,18,21,25,29,32,49,54,57,66,67,68,74,79,80,84,109,126,130],optmization_op_list:62,opts_np:67,optyp:[53,80],opwithkernel:[79,82],order:[8,9,13,15,28,50,57,69,76,83,109,110,115,117,130],ordereddict:28,oregon:115,org:[7,8,9,14,20,35,44,49,92,113],organ:[7,8],orient:80,origin:[8,9,13,14,21,30,46,49,78,83,103],other:[7,8,9,13,21,23,31,33,38,45,46,47,53,60,64,67,76,78,80,81,82,109,112,115,130],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,33,38,40,49,53,69],our:[29,32,49,53,63,64,70,72,78,83,109,115],out:[8,21,28,29,31,32,37,40,47,51,60,61,68,70,82,88,98,100,101,105,106,109,110,115],out_dir:[115,117],out_left:8,out_mem:101,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,98],outer_mem:98,outer_rnn_st:98,outer_rnn_state_:98,outer_step:98,outgrad_:56,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,35,40,45,47,48,49,50,51,52,53,57,60,61,64,66,67,68,69,70,72,74,75,78,79,80,81,82,83,88,95,98,101,105,106,109,114,116,117,124,132,133,134],output_:[8,56],output_all_step:60,output_dim_idx:21,output_dir:133,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,88,95,96,133],output_max_index:11,output_mem:[8,101],output_mod:25,output_nam:30,output_num:60,output_path:35,output_s:21,output_seg:83,outputbuff:36,outputgradi:75,outputh:8,outputw:8,outsid:[2,8,9,70,78],outupt:83,outv:104,outval_:56,over:[8,9,21,28,29,47,63,64,83],overal:[49,64,130],overfit:[21,76],overlap:[7,8],overlap_threshold:[7,8],overload:[46,54],overrid:[31,33,45,73,81,105,106],overview:[37,38,39,81],overwrit:45,own:[8,38,40,43,51,53,62,63,64,70,73,76,80,115],paam:15,pack:[83,90],packag:[13,14,37,41,48,56,77,85,109,110,115],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,31,32,33,35,41,45,48,49,52,55,56,57,58,59,60,61,65,66,70,73,74,76,80,81,83,88,90,91,92,94,95,96,101,102,103,104,105,107,109,110,111,112,113,114,115,116,117,118,124,126,130,132,134],paddle_begin_init_param:38,paddle_dir:105,paddle_doc:107,paddle_docs_cn:107,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:[105,106],paddle_error:[58,59],paddle_exampl:41,paddle_finish_init_param:38,paddle_get_param:38,paddle_gradi:38,paddle_init_num_gradient_serv:113,paddle_init_param:38,paddle_init_port:113,paddle_init_ports_num:113,paddle_init_ports_num_for_spars:113,paddle_init_pserv:113,paddle_init_trainer_count:113,paddle_init_trainer_id:113,paddle_init_use_gpu:113,paddle_job:41,paddle_manylinux_devel:91,paddle_matrix:[58,59],paddle_matrix_cr:59,paddle_matrix_get_shap:58,paddle_matrix_shap:58,paddle_n:117,paddle_new_etcd_pserver_cli:38,paddle_new_pserver_cli:38,paddle_on_cloud:41,paddle_output:116,paddle_paramet:38,paddle_port:117,paddle_ports_num:117,paddle_ports_num_spars:117,paddle_process_by_paddl:117,paddle_pserver2:114,paddle_pserver_cli:38,paddle_pserver_client_releas:38,paddle_root:132,paddle_save_model:38,paddle_send_grad:38,paddle_server_num:117,paddle_source_root:132,paddle_train:[59,77,114,117],paddlepaddl:[8,9,13,14,15,28,32,33,35,38,39,40,41,44,45,48,49,50,52,54,57,60,61,62,65,68,69,73,74,78,83,84,91,92,94,96,101,102,103,109,110,111,113,114,116,117,119,120,126,128,130,131,132],paddlepaddlebook:92,page:115,pain:73,pair:[7,8,23,25,31,50,62,70,74,82],pairwis:8,pakcag:32,palceholder_just_ignore_the_embed:132,paper:[8,20,49],para:[36,132],paraconvert:132,paradigm:[43,74],paragraph:60,paragraph_data:60,paragraph_out:60,parallel:[63,70,72,74,82,111,115,116,117,124],parallel_nn:[6,121,122],paralleldo:71,param:[6,8,9,13,23,30,31,38,65,68,81,90,106],param_attr:[8,9,21,22,36,68,88,90,101],param_config_proto:38,param_fil:90,paramattr:[6,8,16,21,88,90,101],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,34,36,40,43,45,47,49,50,51,53,57,60,62,63,66,69,70,71,78,80,82,83,88,90,95,96,112,113,114,117,122],parameter_block_s:[121,122],parameter_block_size_for_spars:[121,122],parameter_learning_r:6,parameter_list:[23,62],parameter_nam:[28,29],parameter_serv:29,parameter_valu:36,parameterattribut:[6,8,9,36],parameterclient2:117,parameterclient_:36,parametermap:104,parametermutex_:36,parameters_:104,parameters_and_grad:[23,62],parameterserver2:36,parameterset:29,parameterupdat:65,parameterupdater_:36,parametr:8,params_grad:62,params_pass_90:95,params_pass_:95,paramt:115,paraphras:132,paraphrase_data:132,paraphrase_model:132,paraphrase_modeldata:132,paraspars:104,parent:[31,66,68,74],parent_:[31,78],parent_idx:68,parenthes:74,pars:[13,14,32,51,102,115],parse_config:4,parse_known_arg:117,parsefromstr:90,parser:[13,117],part:[7,8,31,40,47,57,66,68,70,81,109,130],partial:[8,28],partial_sum:8,particular:[50,57,74,82],particularli:20,partit:[33,35,70,72,74,115],paserv:117,pass:[2,8,13,18,21,26,28,31,33,42,47,49,57,62,64,65,67,68,69,74,76,78,82,83,88,95,103,111,115,116,117,122,124,134],pass_gener:8,pass_id:[28,95],pass_idx:69,pass_manu:90,passtyp:104,past:[29,115],patch:44,path:[7,13,14,15,28,33,37,38,41,61,69,115,116,117,122,126,127,128],path_to_paddlepaddle_working_directori:107,pattern:[14,33,58,64,76,115],paus:[33,40],pcie:63,pdf:9,peer:[63,86],pem:[29,35,115],pend:[33,37],pep425tag:[85,94],per:[7,8,14,15,33,38,63,64,69,76],percal:[109,110],perf_test:[109,110],perform:[8,9,20,21,30,38,42,46,47,49,63,65,69,70,74,76,81,82,110,111,121],perftool:[109,110],period:[33,40,73,122],permiss:115,permut:21,peroid:[8,15],persist:[43,79,84,115],persistentvolum:115,persistentvolumeclaim:[115,117],person:[7,29,54],perspect:74,perturb:30,peter:73,pex:130,pfs:[35,45,73],pfsclient:35,pfspath:45,pgp:115,phase:[21,61,63,64,69,75,130],philosophi:[64,76],photo:49,physic:130,pick:115,pickl:[113,118],pictur:63,piec:[8,9],pil:15,pillow:41,pip:[77,85,91,94,96,103,107,109,110],pipe:13,pipe_read:13,pipelin:42,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,33,40,43,54,63,70,72,74,82,106,112],place_:[54,81,82],placehold:[49,81,106],placement:72,plain:[7,8,13,41,57,59],plan:[33,74],platform:[31,81,94,105,106,112,115,126,127],pleas:[6,8,9,10,15,29,33,37,38,39,51,60,68,69,73,74,81,84,85,107,109,115,117,131],plot:29,plu:[8,30],plug:[63,64],pnpairvalid:121,pod:[35,41,115,116,117],pod_nam:115,podip:117,podlist:117,point:[31,33,41,46,63,73,81,106,109,111,130],pointer:[31,38,47,51,68,74,78,81,106],polar:14,poli:90,polici:[81,115],pollut:40,polyak:64,ponit:51,pool3:104,pool:[9,21,27,71],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:[9,88,134],pooling_typ:[8,88,97,134],poolingtyp:11,pop:[31,43],popul:38,popular:[32,49,51],port:[32,109,113,115,116,117,121,122],port_num:121,portabl:51,portal:107,ports_num:[113,117,122],ports_num_for_spars:[36,113,117,121,122,124],pose:33,posit:[2,7,8,9],positive_label:7,possibl:[29,31,37,68,72,76],post:[41,44],postpon:76,potenti:[46,111],pow:90,power:[46,63,130],ppo_workspac:107,pprof:[109,110],pre:[8,9,14,29,38,54,115,132],pre_activ:68,pre_bia:68,pre_dictandmodel:132,pre_stat:[60,83],preambl:68,precis:[7,42,46,64],precision_evalu:7,precompil:43,pred:51,predetermin:8,predic:14,predict:[2,4,7,8,28,70,76,88,96,132,133,134],predict_fil:[121,122],predict_lay:28,predict_output_dir:[121,122,134],predict_sampl:4,prediction1:28,prediction2:28,prefer:[47,54],prefetch:[36,104],prefix:[7,9,33,35,61,115],pregrad:104,premodel:132,prepand:68,prepar:[30,41,65,113,118,119],prepend:68,prepend_oper:68,preprocess:[14,15,83,132,134],present:[29,31,83,103],preserv:45,press:20,prev_batch_st:[121,122],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,33,37,40,76,109],preview:74,previou:[8,9,28,33,45,60,61,72,109,115],previous:8,previous_memori:31,price:[14,74,96],primari:[47,50],primarili:[64,76],primit:[46,56,63,83],principl:[29,32],print:[4,6,28,29,47,51,70,85,94,95,96,109,118],print_graphviz:51,print_s3_bucket:13,printallstatu:111,printer:7,printstatu:111,priorbox:8,prioriti:74,prite:7,privat:[31,59,68,78,79,80,81,83,103,106],privileg:115,pro:63,prob:[7,28,96],probabilist:[8,132],probabl:[7,8,21,28,61],problem:[8,29,30,32,40,47,49,50,64,74,76],proc:92,proce:[13,33,69,115],procedur:[31,57],proceed:20,process2:98,process:[2,6,8,9,13,29,31,35,36,37,40,42,43,47,51,56,57,63,70,76,80,88,90,98,109,115,117,134],process_num:13,processdata:133,processor:[46,111],prod:103,produc:[8,9,13,33,47,51,69],product:[8,9,21,41,47,95,115],productgraph:116,prof:[109,110],profil:[16,45,110,111],profl:110,proflier:111,prog:117,program:[13,18,20,21,25,29,35,38,40,43,50,52,62,63,69,70,73,74,78,109,111,117],programdesc:[43,47,57,67,68,73,75],programm:[47,68,70],progress:[33,37],proj:8,project:[8,9,41,59],promis:[8,9,61],prompt:[45,47],prone:29,propag:[8,10,47,64],proper:54,properli:54,properti:[51,76],propos:[31,47,61,62,63,64,71,72,83],proprietari:56,protect:[46,80,104,105],proto:[11,54,57,66,74,80,84,105],proto_:80,protobuf:[28,31,41,43,47,50,51,57,66,68,74,75,80,90],protocol:[7,112,130],protomak:105,provi:113,provid:[8,14,21,29,31,38,41,42,43,46,47,49,51,53,54,63,64,68,73,76,80,81,83,88,96,98,109,115,121,130,134],provis:[115,130],prune:[8,31],ps_desir:33,pserver:[28,36,38,39,41,74,113,114,115,117,121,122],pserver_addr:38,pserver_cpu:41,pserver_id:34,pserver_mem:41,pserver_num_thread:[36,121,122],pserver_spec:28,pseudo:[29,41,75,83],pseudocod:83,psize:104,ptr:[59,81],pub:118,pull:[32,74,77,92],purpos:[8,33,54,70,72,111],push:[31,43,47,117],push_back:104,put:[32,33,36,68,72,81],pvc:115,pwd:[91,92,102,103,107,126],pxe:130,py_paddl:[4,85],pybind:[31,46],pydataprovid:88,pydataprovider2:[2,4,117],pyramid:8,pyramid_height:8,python2:[109,110],python:[13,21,28,29,31,39,42,43,47,48,49,50,51,54,58,61,65,74,77,81,83,85,88,91,94,96,101,102,103,104,105,107,110,112,113,118,132,133],pythonpath:85,pytorch:47,qualcomm:46,queri:[7,8,115],query_id:7,question:[8,29,72,80,115],queue:72,quick:51,quick_start:[41,115,116,117,119,134],quick_start_data:116,quickli:[61,68,74],quickstart:116,quit:61,r14b:126,r_t:8,rais:[13,21,51,113],rajathkmp:49,ran:[72,111],rand:[49,90,111,122,124],random:[6,8,13,20,21,35,49,65,68,69,90,105],random_crop:15,random_imag:35,randomli:[15,21,40],rang:[8,13,20,21,35,46,49,69,70,73,80,117,134],rank0:63,rank1:63,rank:[8,21,29,83,115,133,134],rank_tabl:21,rankdir:51,ranktabl:21,rapid:75,rare:2,raspberri:129,raspberrypi:128,raspbian:128,rasspberri:128,rate:[6,7,8,9,10,14,38,88,117],rather:[41,49,83,115],ratio:[8,122],raw:[8,13,57],rdma_tcp:[121,122],reach:[33,63],read:[2,13,15,21,28,29,33,35,47,69,70,72,74,83,90,115,130,133],read_from_realistic_imag:29,read_from_rng:29,read_lock:34,read_minibatch:47,read_mnist_imag:29,read_next_from_fil:88,read_paramet:90,read_ranking_model_data:29,readabl:[74,109],reader:[14,28,35,46,49,50,66,70,73,95,109,110,113],reader_cr:35,reader_creator_bool:69,reader_creator_random_imag:[13,69],reader_creator_random_image_and_label:[13,69],readi:[33,115,116,130],readlockguard:36,readm:[59,103],readwritebuffer_:36,readwritemani:115,real:[8,21,36,49,69],real_process:2,realist:29,realiz:[31,60],realli:[47,76],reason:[9,29,30,33,47,116],recal:7,receiv:[13,33,41,60,72],recent:64,recognit:[8,133],recommend:[9,29,117],record:[13,37,80,115],recordio:[13,14,29,35,37,70,73],recov:[33,83],recover:74,recoveri:37,rectifi:[8,20],recurr:[55,60,78,98,99],recurrent_group:[9,89,98,100,101],recurrent_lay:9,recurrent_op:83,recurrentgradientmachin:[59,61,83],recurrentgroup:7,recurrentlay:55,recurs:[31,32,45,74],recv:[63,70,72,115],recvparametertyp:36,red:[49,109],redirect:13,reduc:[8,21,46,63,72,74,109,110],reduce_by_kei:74,reduce_mean:49,refactor:[50,61,64,65,68,70,72,76,83],refer:[6,8,9,10,15,20,21,25,30,31,33,37,38,39,46,51,60,63,66,68,74,76,78,81,83,84],referenc:[8,37],refine_unknown_arg:117,reflect:37,reg:80,regard:130,region:[8,78],regist:[75,81,82],register_gpu_profil:111,register_lay:104,register_op:[48,74,75,80,105],register_op_cpu_kernel:[81,105],register_op_cuda_kernel:[81,105],register_op_without_gradi:[74,105],register_oper:[53,75],register_tim:36,register_timer_info:111,registerop:80,registr:112,registri:[41,53,81,116,130],regress:8,regular:[6,16,21,23,88,115,134],regularization_coeff:26,reinforc:73,rel:[9,30,40,76],relat:[33,40,41,46,78,82,109,130],relationship:[75,81],releas:[73,77,115,126,127,128],reli:[30,61,62,64,76,109],reliabl:[33,76],relu1:51,relu2:51,relu:[8,49,51],relwithdebinfo:[109,110],remain:83,rememb:8,remot:[6,32,36,74,103,115,122,124],remote_ess:73,remote_sess:73,remoteparameterupdat:[36,39],remov:[13,45,47,61,103],ren:20,renam:[45,46],reorgan:8,repeat:[31,50,66,67,79,80,84,109],repeatedli:50,replac:[32,37,53,64,73,75],replic:70,replicaset:41,repo:[32,128],report:[37,46,47,70],reportdataset:37,repositori:[8,107,126],repres:[8,9,21,31,37,47,51,57,61,64,68,72,73,74,76,79,81,83,84,115],represent:[8,38,49,50,61,70,79],request:[32,33,36,40,70,74,77,115,116,130],requir:[7,8,23,29,33,38,40,41,45,46,51,56,60,64,66,67,70,72,74,76,79,80,84,107,115,130],res5_3_branch2c_bn:133,res5_3_branch2c_conv:133,research:[14,47,70],reserv:[21,45],reserveoutput:104,reset:[8,18,33,42,86],reset_program:[18,42],resetingrad:56,resetinvalu:56,resetoutgrad:56,resetoutvalu:56,resetxxx:56,reshap:[30,69,90],reshape_s:8,residu:133,resiz:[15,36,81,105,106],resize_s:15,resize_short:15,resnet_101:133,resnet_152:133,resnet_50:133,resolv:[32,103,116],resourc:[43,63,73,81,115],respect:[30,46,49,60],respons:[8,36,42,49,63,64,65,76,115,116],rest:[8,31,41,44,82,130],restart:[33,38,115,116,130],restartpolici:[115,116,117],restor:[30,64],restrict:[76,78,109,110],result:[2,5,7,8,21,25,28,30,37,42,49,50,51,57,61,62,63,65,70,95,109,111,112,115,134],result_fil:7,resum:40,ret:13,retran:115,retriev:[31,61,78,109],return_op_list:23,return_seq:9,reuqest:77,reus:[31,40,61,69,74],rev:102,revamp:70,reveal:[29,109],revers:[8,9,100,101],review:[14,103,116],reviews_electronics_5:116,rewrit:32,rgb:[8,15],rho:10,rid:47,right:[8,30,31,32,41,42,74,76],ring:63,rkt:[41,102],rmsprop:[64,88,134],rmspropoptim:64,rnn:[8,9,31,47,49,61,68,74,78,100,101,121],rnn_bias_attr:101,rnn_layer_attr:101,rnn_out:101,rnn_output:83,rnn_state:98,rnn_state_:98,rnn_step:8,rnn_use_batch:[55,121,122],rnnalgorithm:61,rnnlm:14,rnnstep:83,roadmap:83,robust:[8,20],roi:8,role:[14,29,37,38,63,70,115],rollback:68,root:[10,11,63,115,116,117,132],rot:8,round:[46,63],routin:[46,56,63],row:[7,8,13,21,36],row_id:8,rows_:79,rpc:37,rpcserver:37,rpi:128,rpi_arm_neon:128,rpi_toolchain:128,rsize:115,rstrip:117,rtk:130,rtype:[8,13],rule:[7,47,50,70,115],run:[29,30,31,32,33,41,42,46,47,48,49,50,51,60,62,63,64,66,67,70,71,72,73,74,78,79,81,82,85,91,92,102,103,106,107,109,110,111,113,114,115,116,117,119,120,126,130],run_test:91,runinitfunct:[111,117],runnabl:72,running_on_cloud:41,runserv:107,runtim:[2,25,31,53,60,73,74,84,85],runtime_table_:31,safe:41,sai:[8,50,52,69,70],said:47,same:[2,7,8,9,20,21,28,29,30,37,38,40,48,49,51,54,60,61,63,68,70,73,74,75,78,82,83,98,106,115,134],samping_id:8,sampl:[2,7,13,14,42,49,80,134],sample_fil:13,sample_id:7,sample_num:7,sample_pars:13,sampler:49,satifi:7,satisfi:[32,79,115],save:[2,8,13,28,33,35,37,38,41,50,51,57,64,70,79,84,115,116],save_dir:[116,117,122,124,134],save_only_on:[121,122],save_parameter_to_tar:[28,95],savetxt:90,saving_period:[117,121,122],saving_period_by_batch:[121,122,124],saw:2,scalabl:74,scalar:[8,21,31,52,83],scale:[5,20,64,70,72,75,80,105],scaleop:105,scaleopmak:[74,105],scalingproject:8,scan:[37,74],scatter:[8,63],scenario:61,schdule:115,schedul:[37,41,72,115],scheduler_factor:6,scheme:[7,10,36,76],scope:[30,43,71,73,112],score:[7,8,21,61],scp:118,script:[14,63,91,107,114,115,118,126],sdk:127,search:[8,33,78,101],second:[8,21,29,45,47,49,51,60,61,66,67,69,78,80,105,134],secret:115,section:[47,68,72,109,115],see:[8,9,29,33,46,47,68,73,90,109,115],seed:[20,21,90,111,122],seem:[32,46,47],seen:76,segment:[7,60,83],sel_fc:8,selcet:8,select:[8,61,115],selected_generation_scor:61,selected_id:[8,61],selected_indic:8,selected_row:[79,84],selected_rows_desc:[79,84],selected_scor:61,selectedrow:[53,84],selectiv:8,selector:116,self:[30,42,49,51,55,56,57,62,68,83,104,105],selfnorm:8,semant:[14,29,61,77],semat:29,send:[33,38,54,63,70,72,74,80,84,115],send_back_parameter_typ:36,sendbackparameterspars:36,sendbackparametertyp:36,sendparameterrequest:36,sendparameterrespons:36,sens:[64,76,109],sensit:8,sent:[29,38,70,74,80,116],sentanc:88,sentenc:[2,8,14,47,60,61,83,98,101],sentence_input:83,sentence_last_state1:98,sentence_last_state2:98,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,38,48,64,70,75,76],seper:83,seq:[8,14,98],seq_len:83,seq_pool:[8,97],seq_silc:8,seq_text_print:7,seq_to_seq_data:132,seq_typ:13,seqenc:21,seqlastin:98,seqtext_evalu:7,seqtoseq:[8,90,132],seqtoseq_net:[8,132],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,43,47,50,55,62,66,83,88,95,98,100,134],sequence_conv_pool:134,sequence_group:8,sequence_layer_group:98,sequence_nest_group:8,sequence_nest_layer_group:98,sequencegen:98,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,95],sequenti:[8,31],seri:[9,98],serial:[28,31,37,57,65,74,84],serializ:74,serv:[46,70,74,83,115],server:[29,32,36,39,40,47,63,70,74,86,91,113,114,117,122,130],serverless:33,servic:[109,130],sess:[49,51,62,73],session:[51,62,67],set:[2,6,7,8,9,13,14,15,21,25,28,29,33,41,49,53,60,61,67,68,74,75,78,81,83,88,90,95,98,102,105,106,107,109,111,115,116,132,133,134],set_active_typ:104,set_default_parameter_nam:6,set_drop_r:104,set_float_el:30,set_input:8,set_siz:104,set_typ:104,setdatatyp:79,setdefault:105,setp:115,setq:102,settotalbyteslimit:90,setup:[64,70,77,104,105,130],sever:[7,8,30,36,49,60,61,63,65,68,79,83,115],sexstant:130,sgd:[23,28,29,33,41,64,65,70,72,73,79,95,112,113,121],sgd_optim:112,shall:32,shaoq:20,shape:[7,8,13,18,21,28,30,31,49,52,60,66,68,73,74,79,81,95,112],shard:[33,34,35,36,37,38,40,70,72,113,115],share:[8,21,32,49,59,65,68,74,76,81,83],shared_bia:9,shared_bias:8,shared_librari:32,shared_ptr:[58,59,78,81,106],shell:115,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,38,41,42,46,47,48,49,53,54,60,61,62,64,65,66,69,70,74,75,76,79,80,82,83,84,100,105,107,115],should_be_fals:29,should_be_tru:29,should_shuffl:[2,98],show:[7,10,31,33,45,47,52,57,60,63,64,66,83,102,115],show_check_sparse_distribution_log:[121,122],show_layer_stat:[121,122],show_parameter_stats_period:[116,121,122,124],shown:[8,29,42,63,70,115],shrink_rnn_memori:21,shuf:88,shuffl:[13,88],sid:115,side:[8,28,42,65],sig:115,sigint:114,sigmod:80,sigmod_op:80,sigmod_output:80,sigmoid:[8,22,31,73,80,83],sigmoidactiv:[9,98],sign:[44,57,115],signatur:115,similar:[8,21,31,43,47,61,64,69,70,72,74,76,81,82,83,109,115,130],similarli:[8,13,47],simpl:[5,7,8,9,13,14,23,28,46,50,51,60,64,66,72,76,78,80,83,117],simple_attent:101,simple_gru:[101,134],simple_lstm:[8,89,134],simple_rnn:[8,101],simple_transform:15,simpler:65,simplest:115,simpli:[8,15,29,38],simplifi:[29,61,68,80],simul:[47,127],simultan:115,sinc:[8,9,33,37,39,40,47,53,64,69,70,71,73,75,76,83,115,130],singl:[7,9,13,21,33,42,46,54,63,70,72,73,74,78,109],singleton:71,sinlg:28,sit:70,site:[32,109,110,115],situat:[67,82],size:[2,7,8,9,13,14,15,21,28,33,35,36,38,46,49,57,61,64,68,69,70,73,79,80,81,83,88,90,95,96,98,101,104,105,106,112,133,134],size_a:8,size_b:8,size_t:[36,81,83,104],sizeof:31,skip:[69,90,103,115,133],sleep:117,sliceproject:8,slide:[8,10,14,33],slight:47,slightli:49,slope:8,slopeinterceptlay:8,slowli:109,small:[8,14,30,49,56,61],small_messag:[121,122],smaller:[8,21,30,33,46,61],smart:78,smooth:8,snap:116,snapdragon:46,snapshot:[34,40,115],snippet:[48,62,115],sock:41,sock_recv_buf_s:[121,122],sock_send_buf_s:[121,122],socket:117,softmax:[8,9,21,29,31,47,51,52,61,66,70,72,73,88,101,104,134],softmax_param:90,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[98,134],softmaxoutput:51,softwar:[46,130],solid:49,solut:[63,130],solv:[29,74],some:[6,8,13,15,21,28,29,31,32,36,37,38,40,41,46,48,49,50,54,60,61,62,66,67,68,69,72,74,75,78,81,82,83,115,130],some_c_api_funct:59,some_inst:59,some_op:[53,60,83],some_python_class:58,somecppclass:58,somedata:28,somegotyp:58,someth:[36,68,109],sometim:[8,69],someurl:13,somewhat:38,somewher:78,soon:33,sort:[8,14,83,109,115,117],sort_by_length:83,sourc:[8,14,30,32,45,47,49,56,57,59,61,69,74,109,115],source_dict_dim:[61,101],source_dict_s:61,source_language_word:[61,101],space:[7,8,46,68,72,76],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,36,88,104,113,115,117,122,124],sparse_binary_vector:[2,13,88,95],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,95],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:36,sparse_upd:[6,36,88],sparse_value_slot:13,sparse_vector:88,sparseparam:104,sparseprefetchrowcpumatrix:104,spatial:8,spatial_scal:8,spec:[115,116,117],special:[8,38,46,53,61,62,70],specialvartypeinfer:53,specif:[28,32,33,45,61,74,78,81],specifi:[7,8,18,21,29,30,36,37,38,41,42,43,45,49,57,68,70,71,73,78,80,83,107,109,115],speech:8,speed:[8,9,46,57,63,64,130],sphinx:[58,107],split:[2,8,13,40,47,52,61,71,74,83,98,113,115],split_count:[113,115,117],sqrt:20,squar:[8,10,11,21,51],square_error_cost:[95,112],squarerootnpool:8,squash:103,srand:122,src:[32,113,114,117],src_backward:101,src_dict:90,src_dict_path:90,src_embed:[61,101],src_forward:101,src_root:4,src_word_id:[61,101],src_word_vec:61,srl:14,ssd:8,ssh:[115,118],ssh_server:114,sstabl:29,stabil:[8,30],stabl:[77,115],stack:[43,74,83,115],stackexchang:8,stage:[32,39,47,49,71,84,103],stale:[33,73],standalon:126,standard:[6,13,20,47,74,76,109],stanford:[14,30,116],star:32,start:[8,9,21,28,32,33,36,37,38,40,41,61,63,65,70,71,85,103,109,116,117,122],start_mpi_train:118,start_paddl:117,start_pass:[121,122],start_po:8,start_pserv:[121,122],startpaddl:117,startup:[21,33,41,47,115],startup_program:[18,21,23],stat:[111,122],state:[8,9,18,23,31,33,42,43,60,61,78,83,89,100,116],state_act:[8,9,98],statement:[47,50,115],statfulset:117,static_cast:106,staticinput:[8,100,101],statist:[8,18,20,42],statset:111,statu:[41,61,103,111,115,116,117],status:116,std:[28,32,36,51,53,54,58,59,67,74,75,78,80,81,82,104,105,106,122],stdbuf:113,stderr:114,stdout:[13,114],step:[8,9,11,21,23,30,31,33,38,42,47,49,50,55,61,64,65,68,70,72,74,80,83,98,100,101,109,115,130],step_id:83,step_input:83,step_net:31,step_output:83,step_scop:74,stepnet:[31,60,74,78],stepout:98,still:[37,40,47,70,75],stirng:68,stmt1482205552000:115,stmt1482205746000:115,stochast:[10,33,37,40,64],stop:8,stop_gradi:21,storag:[44,46,115],store:[7,8,14,21,28,30,31,32,36,43,51,53,57,61,65,66,68,70,73,74,75,76,78,83,115],str:[15,18,21,28,41,83,117,124],straight:[66,69,79],strategi:[11,33,68,72,122],stream:[13,81],stream_:81,streamid:25,street:8,strict:69,stride:[8,9,21],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,25,28,31,37,45,51,54,57,66,67,68,73,74,75,78,79,80,84,104,105,115,122],strip:[90,98,109],struct:[37,38,44,46,53,54,59,75,80,82,90],structur:[31,37,47,49,57,61,66,68,74,79,115],sts:115,stuff:103,stun:2,style:[8,74,80],sub:[7,8,13,29,40,49,60,63,65,68,70],sub_nest_seq:8,sub_sequ:[2,8,95],subclass:[23,68],subcommand:45,subgradi:10,subgraph:[49,72],submiss:70,submit:[74,115],subnet0:115,subnet:[29,115],subobjectpath:116,subseq:[97,100],subsequ:[8,63],subsequenceinput:[8,98],subset:21,succeed:[37,116],success:[8,38,115,116],successfulcr:116,sudo:[102,115],suffer:30,suffix:[18,41,113],suggest:[8,32],suit:130,suitabl:79,sum:[8,10,31,34,53,68,71],summar:49,sumopgradmak:75,sumpool:[8,88],sun:20,suppli:[21,79],support:[6,7,8,10,11,13,15,21,30,31,33,40,41,47,48,49,57,61,64,65,67,69,70,72,74,75,76,79,82,94,98,115,130],suppos:[9,32,48,79],suppress:[8,45],sure:[109,115],surpass:[8,20],sutibal:81,svs:80,swagger:44,swap_channel:133,swig:[39,58,59,91],swig_paddl:4,switchop:31,sychron:63,symbol:[8,31,51,59],symbols_ready_:31,symbolt:[31,74],symlink:103,sync:[33,64,76],sync_with_cpp:[109,110],syncflag:104,synchron:[33,37,63,115],syntax:[43,47,61,69],sys:133,sysroot:126,system:[31,32,33,38,40,44,48,49,56,70,72,88,109],t2b:132,tab:134,tabl:[7,8,21,31,47,53,57,79,84],tablelookup:79,tablelookupgrad:79,tablelookupop:79,tableproject:8,tag:[7,14,85,92,103,113],tagtyp:7,tail:61,tainer_id:117,take:[2,7,8,9,13,21,28,29,31,32,33,40,43,46,49,50,52,53,64,66,67,68,69,74,75,81,82,83,109,115],taken:[51,70,83],talk:38,tangl:109,tanh:[8,9,21,49,61,70,101,104],tanhactiv:[9,98],tar:[13,15,28,95,115],tarbal:115,target:[8,14,21,23,28,31,32,43,49,51,62,67,70,73,74],target_dict_dim:101,target_dict_s:61,target_dictionary_dim:8,target_language_embed:8,target_language_word:101,target_link_librari:32,target_word:61,targetinlink:[8,98],task:[7,8,57,61,70,80],task_queu:37,taskentri:37,taskqueu:37,tbd:[39,81,98],tcp:[115,122],tear:111,technic:33,techniqu:[21,109],technolog:47,tee:116,tell:[33,37,38,61,80],templat:[48,80,81,105,106,116,117,130],tempor:8,temporari:[18,41,43,64,68,131],tensor:[21,30,32,46,47,49,51,53,54,57,60,61,71,72,73,79,82,83,84,105,112],tensor_array_read:83,tensor_array_s:83,tensor_array_stack:83,tensor_array_unstack:83,tensor_array_writ:83,tensor_data:57,tensor_s:30,tensor_test:32,tensor_to_check:30,tensorarrai:71,tensorarraydesc:83,tensordesc:[57,79],tensorflow:[31,47,49,52,70,72,76,83],term:[8,9,33,75,76],termin:116,tessorarrai:83,test100:14,test10:14,test1:35,test:[1,2,8,13,14,15,21,28,29,30,32,51,59,64,69,73,77,96,103,104,105,106,111,112,113,118,122,124,133,134],test_:105,test_all_data_in_one_period:116,test_check_grad_ingore_i:105,test_check_grad_ingore_x:105,test_check_grad_norm:105,test_check_output:105,test_compar:85,test_comparespars:85,test_comparetwonet:85,test_comparetwoopt:85,test_config_pars:85,test_data:4,test_data_dir:113,test_fcgrad:104,test_gpuprofil:111,test_layergrad:104,test_list:[2,90],test_mkldnn:56,test_mklpack:55,test_mul_op:[91,105],test_networkcompar:85,test_pass:[121,122,124],test_period:[121,122,124],test_predict:85,test_pydataprovid:85,test_pydataprovider2:85,test_pydataproviderwrapp:85,test_recurrent_machine_gener:85,test_recurrentgradientmachin:[85,98],test_swig_api:85,test_train:85,test_traineronepass:85,test_wait:[121,122],testa:29,testb:29,testbilinearfwdbwd:111,testconfig:104,testfcgrad:104,testfclay:104,testlayergrad:104,testmulop:105,testq:29,testresult:28,testutil:104,text1:45,text:[2,7,9,13,29,57,60,115,132],text_conv:134,text_fil:13,tflop:111,tftp:130,tgz:[14,94],than:[6,7,8,9,21,33,41,47,48,49,68,74,76,83,90,115,130],the_step:47,theano:47,thei:[8,18,20,26,29,32,33,38,40,45,47,49,50,54,61,62,68,72,73,74,80,83,84,111,115],them:[7,8,9,15,29,30,32,33,36,41,47,48,53,54,61,69,72,74,75,78,79,80,82,83,84,111,115],themselv:32,theori:47,therefor:64,therein:[8,31],theta:49,theta_d:49,theta_g:49,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,36,37,38,39,40,41,42,43,46,47,48,49,50,51,54,60,61,62,63,64,65,66,68,69,70,71,72,73,74,75,76,79,80,81,82,83,94,109,111,112,115,130],thin:53,thing:[2,49,70,74,81],think:[29,32],third:[8,33,51,109],third_parti:[8,56,126,127,128],those:[8,31,32,33,48,50,51,52,66],though:[83,130],thought:32,thread:[71,109,111],thread_count:71,thread_local_rand_use_global_se:[121,122],thread_pool:71,threadblocks:25,threadid:124,threadloc:111,three:[7,8,30,33,42,46,47,50,61,62,65,66,69,81,133],threshold:[6,7,8,33,37,122],through:[8,21,32,33,37,39,42,62,64,73,107,112],throughout:43,throughput:111,thrust:74,thu:[8,21,40,42,51,115,131],tier:116,time:[8,9,11,13,21,28,29,30,32,33,37,40,47,48,53,55,60,61,63,68,69,70,72,74,75,79,80,83,84,98,109,110,111,116,117,122,130],timelin:[8,74],timeo:115,timeout:[33,37],timeout_sec:13,timer:111,timestamp:[8,34],timestep:[8,78],titl:[14,117],tls:44,tmp:[2,68],to_chw:15,to_no_sequ:[8,97],to_sequ:[8,97,98],to_tar:28,to_your_paddle_clone_path:107,toadapt:82,todo:[7,13,14,31,33,37,40,61,80],toend:8,togeth:[8,9,13,28,83],token:[7,8,29,101],toler:[28,30],too:[14,30,82,83],took:130,tool:[107,109,115,117,126,128],toolchain:[109,126],top:[7,21,28,60,61,133],top_k:[7,21,61],top_level_rnn:60,topk_generated_scor:61,topk_id:61,topk_scor:61,toplevel:102,topolog:[29,33,51,57,65,70,73],topoloi:51,topolopi:28,torch:[31,47],toronto:14,tostr:90,total:[21,28,33,42,63,69,72,109,111,116,130],total_pass:69,tottim:[109,110],trace:[31,49],track:[33,37,51,68,103],tractabl:8,tradit:[8,31,46],traffic:70,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,35,37,38,40,42,43,47,49,50,55,57,63,64,65,66,67,73,74,76,79,81,84,86,88,92,95,101,113,114,116,117,118,119,120,122,124,132,133,134],train_arg:117,train_args_dict:117,train_args_list:117,train_conf:132,train_config_dir:[115,117],train_data:113,train_data_dir:113,train_i:95,train_id:115,train_list:[2,90,113,133],train_loop:47,train_read:95,train_x:95,trainabl:[8,57,68],trainer:[2,4,29,34,35,36,37,39,47,55,56,64,65,70,72,74,95,104,113,117,122,124],trainer_config:[1,2,4,115,116,117,134],trainer_config_help:[2,104],trainer_count:[88,96,113,115,116,117,121,122,124],trainer_cpu:41,trainer_cr:41,trainer_gpu:41,trainer_id:[113,115,117,122],trainer_intern:36,trainer_mem:41,trainer_packag:41,trainerconfighelp:90,trainerid:[40,117],trainerintern:134,trainonebatch:36,tran:[82,104],transact:[33,37],transform:[8,9,15,21,74,82],transform_param_attr:9,transformed_st:9,translat:[8,9,47,88,132],translation_id:61,translation_scor:61,transpar:61,transpil:47,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:50,travi:103,treat:[8,31,38],treatment:[38,46],tree:[8,31,43,47,68,112,117,128],trg_dic_siz:61,trg_embed:[61,101],trick:61,tricki:58,trigger:[40,65],trim:8,trivial:[61,83],true_block:[31,52,66],true_imag:69,true_label:69,true_neg:42,true_posit:42,true_read:69,truth:[7,8,21],tune:[6,109,110,121],tupl:[8,9,13,14,15,18,21,28,68,69],ture:8,turn:[8,21,68,69,100],tutori:[109,115,117,118,119,120,131,132],twice:[49,72],twine:77,two:[7,8,9,21,29,38,39,40,41,42,45,46,47,49,50,53,57,61,64,66,69,70,73,74,75,76,78,79,80,83,84,105,106,111,115],txt:[2,32,41,45,55,56,104,107,113,115,118,134],type:[2,7,8,9,11,13,14,18,21,29,31,33,36,37,40,41,44,45,46,53,54,57,58,59,60,61,66,67,68,69,74,75,76,79,80,82,84,95,96,98,101,104,105,106,115,116,124,133,134],type_nam:80,typedef:[38,46,58,59,81],typeid:80,typenam:[48,80,81,105,106],typic:[7,70],ubuntu:[77,94,96,109],ubyt:69,uci:14,uci_h:96,ufldl:8,uid:116,uint16_t:46,uint32:[44,57],uint64:[57,58],uint64_t:58,unawar:38,unclear:40,under:[32,37,63,72,82,115],underli:61,understand:[20,47,68,109,130],understand_senti:101,undeterminist:111,unidirect:8,unifi:[43,51,79],uniform:[6,8,13,20,35,49,68,69],uniform_random:68,uninstal:85,uniqu:[29,31,33,40,41,68,78,115],unique_nam:68,unique_name_gener:68,unique_ptr:[75,78,81,104],unit:[8,9,21,32,64,76,81],unittest:[59,85,105],unk:[79,84,132],unknown:[8,21],unless:21,unlik:[8,61],unordered_map:78,unpack:83,unrol:60,unseen:76,unseg:8,unsign:[38,46],unstack:83,unstack_from:83,unsupervis:49,unsupport:105,until:[33,38,47,71,72,78,115,117],untrack:103,unzip:126,updat:[6,8,10,23,33,37,38,44,46,49,60,61,62,63,64,65,70,78,83,103,109,110,124],update_equ:[28,95],update_hook:6,update_memori:31,update_op:62,updatecallback:104,updatestack:115,upgrad:[63,85,94,131],upload:[33,41,44,77],upon:33,upper:8,upstream:[85,103],uri:115,url:[13,14],usag:[7,8,9,15,28,46,52,65,113,114,117],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,31,32,33,39,43,46,49,51,53,54,61,62,63,65,68,70,71,72,73,78,79,80,82,83,84,103,105,109,111,113,115,117,133],use_cpu:54,use_cudnn:54,use_eigen_bla:126,use_eigen_for_bla:[126,127],use_etcd:28,use_global_stat:8,use_gpu:[4,88,95,96,113,116,117,121,122,124,133,134],use_mkl_pack:55,use_mkldnn:[8,54,56],use_nesterov:23,use_old_updat:[36,121,122],use_peephol:21,use_sparse_remote_updat:36,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,31,32,33,39,40,43,46,47,49,51,60,61,64,65,68,69,70,73,74,76,78,80,81,83,109,111,115],useful:[8,9,30,46,78,82],usegpu:104,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,35,37,40,41,42,43,45,48,49,50,51,53,54,61,62,63,64,68,69,70,71,72,73,74,75,76,78,80,81,82,83,109,115,130],user_id:117,user_info:14,user_nam:35,usercert:35,userinfo:14,userkei:35,usernam:[35,103,126],uses:[8,33,40,46,60,61,65,70,81,82,115],using:[6,8,9,13,21,28,29,31,32,33,37,38,40,41,43,45,46,47,48,49,51,53,60,62,64,66,69,70,75,76,78,80,81,82,96,105,115,131],usr:[85,91,92,113,115,117,122],usrdict:132,usrmodel:132,usual:[8,28,41,66,76,81,109,111,115],util:[55,56,63,111,117,130],uuid:[34,40],v7a:126,v8a:126,valgrind:110,valid:[8,15,69,74,78,115],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,33,42,51,52,56,57,60,61,62,64,65,66,68,70,73,74,78,79,80,83,84,88,104,115,117,124,126,133,134],value1:122,value2:122,value_:79,value_evalu:7,value_rang:13,valueerror:[21,51,88],values_:83,vanilla:101,varabl:72,vardesc:[31,50,66,68,74,79],vardescbuild:31,vari:115,variabl:[10,13,14,18,20,21,23,29,30,31,42,43,49,50,51,52,53,60,61,62,64,66,67,70,72,73,75,76,79,80,83,109,112,115,116],variablenamemap:105,varialbl:49,varianc:8,variant:[8,53,81,83],varibl:51,varienc:83,varient:83,variou:[31,46,76],varproto:80,vars_:[31,78],vartyp:[21,79,84],vartypeinfer:53,vec1:8,vec2:8,vec:[82,90],veclib:127,vector:[8,9,13,14,21,29,31,36,38,51,52,60,61,68,74,75,79,83,134],veloc:23,vendor:32,verb:14,verbos:45,veri:[8,11,32,37,43,47,48,49,61,65,69,72,76,78,81,83,109],verifi:31,version:[8,9,32,41,45,47,49,51,52,57,61,70,77,103,109,111,113,115,121,122,127],versu:29,vertic:8,vgg:[9,22],via:[33,103,115,130],view:[8,57],vim:92,virtual:[53,54,75,81],virtualenv:102,visibl:[40,78],visit:28,visual:[8,61],vlog:36,volum:[107,116,117],volumemount:[115,116,117],volumn:115,vutbr:14,wai:[7,9,29,38,40,43,47,54,61,64,68,69,73,76,83],wait:[33,38,71,117],wangkuiyi:32,want:[2,8,29,41,42,49,54,64,67,69,73,76,78,81,82,83,109],warn:[28,45,85,90,117],warp:8,warpctc:8,wast:63,watch:33,wbia:[115,133],weav:47,web:109,weight:[7,8,9,10,20,21,26,55,57,76,104,133],weight_act:9,weightlist:104,weights_:104,weights_t:104,welcom:32,well:[41,47,48,49,70,73,76,79,115],were:[7,32,47],west:115,wget:126,what:[6,8,32,47,49,61,68,70,72,80,82,103,109,130],wheel:94,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,36,37,38,41,42,43,45,46,47,51,61,63,64,65,66,68,70,72,74,81,83,109,111,115,130],whenev:68,where:[8,9,10,20,21,29,31,33,40,47,50,60,61,64,66,70,74,76,83,109,112],wherea:[31,37,48,52,81],whether:[7,8,13,15,21,28,30,31,43,69,79,83],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,35,37,38,40,41,43,46,47,48,49,51,53,57,60,61,62,63,65,66,67,68,69,70,71,72,73,74,75,78,79,80,82,83,95,109,110,115,130],while_loop:[61,83],whileloop:83,whileop:31,whl:[91,94],who:[48,50,63,68],whoever:38,whole:[2,7,13,49,52,58,59,60,63,67,80,115,130],whose:[8,13,21,30,33,40,60,74,75,80,83],why:[9,30,59,111],wide:[32,49,114,118],width:[7,8,13,15,36,58,69,90,104,105],wiki:[8,32,113],wikipedia:[8,14,113],wilder:2,window:[8,11,14,64,102],wirt:51,wise:[8,15,72,74],with_avx:[91,103,113,126,127],with_bia:80,with_c_api:[91,126,127,128],with_doc:91,with_doubl:[91,104,113],with_dso:91,with_golang:91,with_gpu:[91,102,103,113,126,127],with_mkl:[55,56,91],with_mkldnn:56,with_mklml:56,with_profil:111,with_python:[91,113,126,127],with_rdma:[113,126,127],with_style_check:[91,103],with_swig_pi:[91,126,127],with_test:[91,103,105],with_tim:[111,113],within:[8,37,47],without:[7,8,23,33,38,68,69,72,74,109],wloop:83,wmt14:101,wmt_shrinked_data:14,won:98,wonder:2,word2vec:[41,88,113,114],word:[2,7,8,14,50,53,60,61,72,74,80,83,88,98,100,134],word_dict:[98,113,118,134],word_dim:[90,98,134],word_id:[2,88],word_idx:14,word_vector_dim:[8,61,101,132],words_freq_sort:14,work:[8,13,21,29,31,32,33,43,46,47,54,62,64,68,70,92,98,103,107,109,115,116,117,130],worker:[72,84,115],workercount:115,workflow:[74,115],workspac:[113,114],worth:112,would:[28,31,32,33,40,47,48,49,50,62,64,65,68,69,70,71,72,79,83,109,115,130],wouldn:[47,50],wrap:[47,48,49,63,130],wrapper:[9,32,48,63,64,70,75,83,111],write:[13,21,29,33,40,46,47,48,51,53,62,64,68,69,70,72,74,75,81,83,90,115],write_lock:34,writer:[29,68],written:[25,31,43,49,57,64,74,75,79,109],wrong:69,wrote:[51,72],wsize:115,www:14,x64:128,x86:[126,127],x86_64:[126,127],x_i:8,x_j:8,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,85,92,104,118],xavier:20,xcode:127,xcodebuild:127,xgbe0:122,xgbe1:122,xiangyu:20,xmap_read:13,xpu:47,xrang:[30,47,49,69,95,96,104],xx_layer:54,xxx:[29,83,133],xxxx:34,xxxxxxxxx:115,xxxxxxxxxx:115,xxxxxxxxxxxxx:115,xxxxxxxxxxxxxxxxxxx:115,y_dim:49,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[95,96,112],yaml:[32,114,115,116,117,118,130],yancey1989:41,yann:14,yapf:103,year:47,yeild:28,yep:[109,110],yet:[47,130],yield:[2,13,29,35,69,88,95,98],yoshua:20,you:[2,6,8,9,13,28,30,41,46,78,109,115,130,133],your:[8,13,28,29,32,36,41,45,74,85,115,126,127,128,130],your_access_key_id:115,your_param_nam:90,your_repo:117,your_secrete_access_kei:115,your_source_root:59,yuang:47,yuyang18:[13,14],yuyang:[109,110],z_dim:49,z_size:49,zero:[6,8,9,10,13,14,18,30,33,49,61,65,68,79,115,122],zhang:20,zip:[14,68,117,126],zone:115,zoo:132,zxvf:115},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","Problem","Intel\u00ae MKL Packed on PaddlePaddle: Design Doc","Intel\u00ae MKL-DNN on PaddlePaddle: Design Doc","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","Design Doc: NCCL support in Paddle Fluid","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: Execute the Program with Multi CPU","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","Background","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","\u5206\u5e03\u5f0f\u8bad\u7ec3","\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3","Distributed PaddlePaddle Training on AWS with Kubernetes","Kubernetes\u5355\u673a\u8bad\u7ec3","Kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3","\u5728OpenMPI\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a","&lt;no title&gt;","&lt;no title&gt;","\u53c2\u6570\u6982\u8ff0","\u7ec6\u8282\u63cf\u8ff0","\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570","\u4f7f\u7528\u6848\u4f8b","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":117,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":35,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":132,"\u4e0b\u8f7d\u6570\u636e":116,"\u4e0d\u4f7f\u7528":58,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":58,"\u4e0d\u540c\u7684":89,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":58,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":58,"\u4e24\u79cd\u4f7f\u7528":89,"\u4e2d\u6587\u5b57\u5178":132,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":132,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":132,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":132,"\u4e3a\u4ec0\u4e48\u8981":102,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":111,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":111,"\u4ec5\u4ec5\u4f7f\u7528void":58,"\u4ecb\u7ecd":[132,133],"\u4ece\u5feb\u7167\u6062\u590d":34,"\u4ece\u6e90\u7801\u7f16\u8bd1":91,"\u4ee3\u7801\u8981\u6c42":103,"\u4f18\u5316\u7b97\u6cd5":134,"\u4f7f\u7528":[103,116],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":113,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":58,"\u4f7f\u7528\u6848\u4f8b":124,"\u4f7f\u7528\u6982\u8ff0":134,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":124,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":117,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":132,"\u4f7f\u7528\u8bf4\u660e":108,"\u4f7f\u7528\u8f6c\u6362\u5e93":35,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":92,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":92,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":92,"\u4f7f\u7528docker\u6784\u5efa":107,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":114,"\u4f7f\u7528paddlepaddl":107,"\u4f7f\u7528pip\u5b89\u88c5":94,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":103,"\u4fee\u6539\u542f\u52a8\u811a\u672c":116,"\u4fee\u6539\u6587\u6863":107,"\u514b\u9686":103,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":59,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":59,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":111,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":104,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":114,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[126,127],"\u51c6\u5907\u6570\u636e\u96c6":113,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":117,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":113,"\u51c6\u5907openmpi\u96c6\u7fa4":118,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":88,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":88,"\u51fa\u73b0":89,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":44,"\u5206\u5e03\u5f0f\u8bad\u7ec3":113,"\u5206\u652f\u89c4\u8303":77,"\u521b\u5efa\u672c\u5730\u5206\u652f":103,"\u521b\u5efajob":117,"\u521b\u5efapaddlepaddl":116,"\u5220\u9664\u672c\u5730\u5206\u652f":103,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":103,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":88,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":103,"\u5236\u4f5c\u955c\u50cf":117,"\u5236\u4f5cdocker\u955c\u50cf":116,"\u524d\u5411operator\u5355\u6d4b":105,"\u52a0\u8f7dpaddlepaddl":95,"\u52a0\u901f\u6267\u884c":34,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":88,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":58,"\u52a8\u6001\u6269\u5bb9":34,"\u5355\u5143\u6d4b\u8bd5":122,"\u5355\u53cc\u5c42rnn":98,"\u5377\u79ef\u6a21\u578b":134,"\u539f\u56e0":58,"\u539f\u56e0\u5217\u8868":58,"\u53c2\u6570\u4fe1\u606f":133,"\u53c2\u6570\u5185\u5b58":88,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":122,"\u53c2\u6570\u6982\u8ff0":121,"\u53c2\u6570\u8bbe\u7f6e":90,"\u53c2\u6570\u8bfb\u53d6":133,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":44,"\u53c2\u8003\u8d44\u6599":111,"\u53cc\u5c42rnn":98,"\u53cc\u5c42rnn\u4ecb\u7ecd":100,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":100,"\u53cd\u5411operator\u5355\u6d4b":105,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":102,"\u53ef\u9009\u529f\u80fd":132,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":94,"\u540d\u8bcd\u89e3\u91ca":44,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":134,"\u5411\u91cf":122,"\u542f\u52a8\u4efb\u52a1":117,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":113,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":113,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":113,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[114,118],"\u5440":102,"\u547d\u4ee4\u884c\u53c2\u6570":134,"\u548c":97,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":124,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":113,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":92,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":118,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":106,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":132,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":126,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":126,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":95,"\u57fa\u672c\u539f\u7406":100,"\u57fa\u672c\u8981\u6c42":58,"\u5982\u4f55\u4e66\u5199\u6587\u6863":107,"\u5982\u4f55\u4f7f\u7528":89,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":90,"\u5982\u4f55\u5199\u65b0\u7684oper":105,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":88,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":90,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":90,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":88,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":90,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":88,"\u5982\u4f55\u66f4\u65b0www":107,"\u5982\u4f55\u6784\u5efa\u6587\u6863":107,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":90,"\u5982\u4f55\u8c03\u7528":88,"\u5982\u4f55\u8d21\u732e":107,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":103,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":111,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":90,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":98,"\u5b50\u5e8f\u5217\u95f4\u6709memori":98,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":90,"\u5b89\u88c5":[94,134],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":93,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":128,"\u5b89\u88c5\u6d41\u7a0b":93,"\u5b9a\u4e49operator\u7c7b":105,"\u5b9a\u4e49opkernel\u7c7b":105,"\u5b9a\u4e49protomaker\u7c7b":105,"\u5b9e\u73b0":58,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":105,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":104,"\u5b9e\u73b0\u65b9\u5f0f":59,"\u5b9e\u73b0\u8ba1\u7b97":106,"\u5b9e\u73b0c":[104,105],"\u5b9e\u73b0python\u5c01\u88c5":104,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":110,"\u5bfc\u51fac":58,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":124,"\u5c0f\u7ed3":2,"\u5de5\u5177":111,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":94,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":93,"\u5e76\u5b8c\u6210":103,"\u5efa\u7acb":103,"\u5f00\u53d1\u6807\u51c6":108,"\u5f00\u59cb\u5f00\u53d1":103,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":122,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":34,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":134,"\u5feb\u901f\u5b89\u88c5":96,"\u5feb\u901f\u5f00\u59cb":96,"\u6027\u80fd\u4f18\u5316":108,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":111,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":111,"\u6027\u80fd\u8c03\u4f18":122,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":134,"\u603b\u4f53\u6d41\u7a0b":102,"\u6216\u8005\u662f":85,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":91,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":85,"\u62a5importerror":85,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":58,"\u63a5\u53e3":133,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":88,"\u63a8\u5bfc\u65b9\u7a0b":104,"\u63a8\u6d4b\u6267\u884c":34,"\u63d0\u4ea4":103,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":103,"\u63d0\u4ea4\u955c\u50cf":116,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":95,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":97,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":35,"\u6570\u636e\u652f\u6301":122,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":134,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":132,"\u6574\u4f53\u65b9\u6848":117,"\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":125,"\u65b0\u624b\u5165\u95e8":96,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":86,"\u65f6\u5e8f\u6a21\u578b":134,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":98,"\u65f6\u95f4\u6b65":98,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":59,"\u672c\u5730\u6d4b\u8bd5":124,"\u672c\u5730\u8bad\u7ec3":124,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":88,"\u672f\u8bed":34,"\u6784\u5efa\u548c\u6d4b\u8bd5":103,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":126,"\u67b6\u6784\u56fe":44,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":110,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":116,"\u67e5\u770b\u8f93\u51fa":117,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":44,"\u6848\u4f8b\u4e00":124,"\u6848\u4f8b\u4e8c":124,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":114,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":114,"\u6982\u5ff5\u7b80\u4ecb":105,"\u6982\u5ff5\u89e3\u91ca":35,"\u6982\u8ff0":[97,100,113],"\u6a21\u5757":44,"\u6a21\u578b":133,"\u6a21\u578b\u4e0b\u8f7d":133,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":34,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":59,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":134,"\u6a21\u578b\u914d\u7f6e":[89,98,108],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":98,"\u6ce8\u518coper":105,"\u6ce8\u610f\u4e8b\u9879":[2,105],"\u6d41\u7a0b\u4ecb\u7ecd":35,"\u6d4b\u8bd5":122,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":110,"\u7279\u5f81\u63d0\u53d6":133,"\u73af\u5883\u51c6\u5907":113,"\u751f\u6210\u5e8f\u5217":101,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":110,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":100,"\u751f\u6210sparse\u6587\u4ef6":44,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":44,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":102,"\u7684\u533a\u522b":89,"\u7684\u53c2\u6570":89,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":89,"\u76ee\u5f55\u7ed3\u6784":59,"\u76ee\u6807":44,"\u76f4\u63a5\u6784\u5efa":107,"\u76f8\u5173\u6982\u5ff5":100,"\u77e9\u9635":122,"\u793a\u4f8b1":98,"\u793a\u4f8b2":98,"\u793a\u4f8b3":98,"\u793a\u4f8b4":98,"\u793a\u4f8b\u7a0b\u5e8f":35,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":88,"\u7a00\u758f\u8bad\u7ec3":124,"\u7b26\u53f7":58,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":101,"\u7c7b":[58,104,105],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":95,"\u7ec6\u8282\u63cf\u8ff0":122,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":114,"\u7ed1\u5b9apython":105,"\u7f16\u5199yaml\u6587\u4ef6":116,"\u7f16\u8bd1":105,"\u7f16\u8bd1\u4f9d\u8d56":91,"\u7f16\u8bd1\u548c\u5b89\u88c5":[126,127,128],"\u7f16\u8bd1\u548c\u6267\u884c":105,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":85,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":85,"\u7f16\u8bd1\u65b9\u6cd5":91,"\u7f16\u8bd1\u6d41\u7a0b":93,"\u7f16\u8bd1\u9009\u9879":[59,91],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":91,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":91,"\u7f16\u8bd1paddlepaddl":126,"\u7f29\u5bb9":34,"\u7f51\u7edc\u53ef\u89c6\u5316":133,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":58,"\u80cc\u666f":58,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":122,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":92,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":44,"\u89c2\u6d4b\u8bcd\u5411\u91cf":132,"\u8bad\u7ec3":122,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":88,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":35,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":35,"\u8bad\u7ec3\u6a21\u578b":[95,134],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":100,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":88,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":123,"\u8bcd\u5411\u91cf\u6a21\u578b":134,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":132,"\u8bcd\u6c47\u8868":98,"\u8be6\u7ec6\u6559\u7a0b":111,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":98,"\u8f6c\u6362\u5e93":35,"\u8f93\u5165":100,"\u8f93\u5165\u4e0d\u7b49\u957f":98,"\u8f93\u5165\u793a\u4f8b":100,"\u8f93\u51fa":100,"\u8f93\u51fa\u65e5\u5fd7":134,"\u8fd0\u884c\u5bb9\u5668":116,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":94,"\u8fd0\u884cdocker":85,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":58,"\u8fdb\u884c\u8bad\u7ec3":[35,116],"\u8fdb\u9636\u6307\u5357":108,"\u901a\u7528":122,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":134,"\u9047\u5230":85,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":134,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[126,127,128],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":101,"\u914d\u7f6e\u7f51\u7edc":95,"\u94a9\u5b50":103,"\u9519\u8bef\u600e\u4e48\u529e":89,"\u9644\u5f55":134,"\u968f\u673a\u6570":122,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":86,"\u96c6\u7fa4\u8bad\u7ec3":124,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":86,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":102,"\u975e\u6cd5\u6307\u4ee4":85,"\u9884\u6d4b":[133,134],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[63,70,71,72,73,130],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":126,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":98,"api\u5e93":126,"beam_search\u7684\u751f\u6210":98,"book\u4e2d\u6240\u6709\u7ae0\u8282":77,"book\u6559\u7a0b":92,"class":[49,65,68],"cmake\u6e90\u7801\u7f16\u8bd1":85,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":44,"final":54,"float":88,"function":[32,48,49,68],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":124,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":111,"gpu\u955c\u50cf\u51fa\u73b0":85,"group\u6559\u7a0b":100,"import":85,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":127,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":117,"kubernetes\u5355\u673a\u8bad\u7ec3":116,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":81,"org\u5de5\u5177":107,"paddle\u52a8\u6001\u5e93\u4e2d":58,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":58,"paddle\u7248\u672c\u53f7\u4e3a0":85,"paddlepaddle\u53d1\u884c\u89c4\u8303":77,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":77,"paddlepaddle\u73af\u5883\u4f9d\u8d56":94,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":91,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":128,"pod\u95f4\u901a\u4fe1":117,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":110,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":110,"python\u63a5\u53e3":133,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":85,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":134,"return":69,"rnn\u76f8\u5173\u6a21\u578b":99,"rnn\u914d\u7f6e":101,"switch":81,"tensor\u4f7f\u7528\u6837\u4f8b":106,"tensor\u5230eigentensor\u7684\u8f6c\u6362":106,"tensor\u6a21\u5757":106,AWS:115,Abs:5,DNS:115,EFS:115,For:32,KMS:115,The:[31,38,43,47,49,50,52,53,62,65,74,75],Use:[31,66],Using:[32,38],With:41,about:49,absolut:61,access:115,account:115,accuraci:21,action:[55,56],activ:[5,8,56],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:115,address:115,addto:8,advanc:81,aggreg:8,aggregatelevel:8,alalysi:36,algorithm:[30,33,60,67,70],all:[78,83],analysi:70,anneal:90,api:[0,3,55,56,59,62,64,68,76,80],appendix:130,applic:3,arbitrari:47,architectur:70,argument:[45,69],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:115,assign:21,associ:[78,115],assumpt:130,async:122,attent:101,attribut:[6,76],auc:7,auto:30,averag:64,avg:11,aws:115,backgraound:30,background:[55,72,73,81,82,83,84],backward:[47,50,74],base:[41,61,72],basepool:11,basic:[81,130],batch:69,batch_norm:[8,21],batch_siz:69,beam:61,beam_search:8,beam_search_decod:21,becaus:90,benchmark:[55,56],benefit:[72,74],between:[29,68,74,80,81],bidirectional_gru:9,bidirectional_lstm:9,big:90,bilinear_interp:8,binari:31,bla:91,block:[31,49,50,66,68,74],block_expand:8,blockdesc:66,bootstrap:130,bottleneck:109,brelu:5,bring:130,bucket:115,build:[49,74],cach:2,can:78,capi:59,capi_priv:59,cast:21,challeng:[67,72],chang:61,check:[8,30],checker:30,checkpoint:[33,34,40],choic:54,choos:[32,115],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:38,clip:8,clone:103,close:30,cloudform:115,cluster:[39,115,130],cmake:[32,55,56],code:[41,68,109,112],column_sum:7,commit:103,compar:130,comparis:68,compat:47,compil:[31,46,47,66,74,112],complet:47,compos:69,comput:[31,50,74,76],con:130,concat:[8,21],concept:[68,74,115],concern:56,conclus:[40,51,130],condit:49,config:3,configur:[27,115],conll05:14,connect:8,constantiniti:20,construct:50,content:[2,55,56,59,85,86,88,89,90,97,111,115],context_project:8,control:74,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[40,70,72],core:[30,68,115],cos_sim:[8,21],cost:8,cpu:71,creat:[69,73,74,78,115],create_arrai:21,creation:[37,64,76],creator:69,credenti:115,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:[46,85,91],cudnn:91,cudnnavg:11,cudnnmax:11,current:[46,75],custom:69,data:[8,12,13,21,33,69,70,115],datafeed:[13,17],dataprovid:[3,122],dataset:[12,14,33,37],datatyp:13,decayedadagrad:10,decayedadagradoptim:23,decod:61,decor:69,deep:[31,47],defin:115,definit:84,delet:115,demo:[49,115],dens:40,depend:49,deploi:41,describ:[47,62],descript:[45,74],design:[29,30,31,33,37,38,39,40,42,43,46,47,48,49,50,53,55,56,57,60,61,62,63,65,66,68,69,70,71,72,73,74,75,78,79,81,83],destroi:[78,115],detail:36,detect:[7,8],detection_map:7,detection_output:8,develop:74,devic:81,devicecontext:81,dictionari:69,differ:[74,81],directori:115,discrimin:49,discuss:[49,72],dispatch:[33,37],distribut:[29,33,36,41,70,115],dnn:56,doc:[29,31,33,37,38,39,40,43,46,47,48,50,53,55,56,57,63,65,66,68,69,70,71,72,73,74,75,79,81],docker:[41,102],doe:69,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:115,download:115,driver:85,drop_out:89,dropout:[8,21],duplic:89,dure:[61,69],dylib:59,dynam:[33,83],dynamic_lstm:21,dynet:51,ec2:115,eigen:106,elast:115,elect:40,elementwise_add:21,elementwise_div:21,els:31,embed:[8,21],engin:49,enough:30,entri:69,environ:41,eos:8,eval:70,evalu:[7,18,42],event:[28,29],evolut:47,examin:109,exampl:[29,32,52,59,73],except:88,execut:[31,47,66,71,74],executor:[19,43],exp:5,expand:[8,97],expandlevel:8,explain:30,extern:115,factor:8,factorization_machin:8,faq:87,fault:33,file:[31,109,115],fill_const:21,fill_constant_batch_size_lik:21,find:115,first_seq:[8,97],float16:46,fluid:[16,47,63,112],fork:103,format:[31,33,57],forward:50,frame:31,framework:[30,106],from:[29,40,80],full_matrix_project:8,fulli:8,functor:81,futur:47,gan:49,gate:101,gated_unit:8,gener:[49,61,109,130],get_output:8,give:69,global:[66,68],gpu:122,gradient:[30,38,56,75],gradient_print:7,graident:30,graph:[50,51,72,74,76],group:[8,115],gru:[9,122],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,58],happen:40,hardwar:46,helper:68,hierarchi:31,high:[62,64,76,80],how:[30,36,64,69,74,81],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:115,ident:5,identifi:109,identity_project:8,ifels:52,ifelseop:31,illeg:85,imag:[8,9,15,41],imagenet:133,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,32,36,42,46,57,60,63,64,68,69,71,74,75,76],increment:21,infer:[28,88],infershap:[66,79],infervartyp:53,ingredi:29,ingress:44,init_hook:2,initi:[20,38,49,115],input_typ:2,insid:78,inspect:115,instal:[115,130],instanc:115,instead:69,instruct:85,insuffici:85,integr:[81,115],intel:[55,56],interact:80,interfac:[12,13,15,30,33,38,39,43,62,69,73,78],intermedi:74,interpol:8,introduc:[61,83],introduct:76,isn:69,issu:[46,103],job:[33,41,115,116],join:8,kei:[55,115],kernel:74,kmax_sequence_scor:8,kube:115,kubectl:115,kubernet:[41,115,116],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[31,47],larg:36,last_seq:[8,97],layer:[8,21,29,48,55,56,68,89],learn:[31,47,90],learnabl:8,less_than:21,leval:80,level:[62,64,76,80],libpaddle_capi_shar:59,libpaddle_capi_whol:59,librari:[38,46,74,81],limit:70,linear:5,linear_chain_crf:21,linear_comb:8,list:[34,69],local:[70,73,78,115],lod:61,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[60,61,83],lodtensordesc:84,log:5,logic:37,look:109,low:[64,76,80],lstm:[9,122],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,61],macro:74,main:49,manag:32,map:[69,74],master:[33,37,41],math:[8,81],mathemat:30,matrix:56,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:49,memori:[8,60,81,89,98,100],merge_lod_tensor:21,messag:[80,90],method:61,might:49,migrat:74,mileston:74,mini:69,minibatch:13,misc:8,mix:8,mkl:[55,56],mnist:14,mobil:129,model:[3,27,29,36,38,40,47,49,57,61,101,133],modul:[74,81,85],momentum:10,momentumoptim:23,more:49,motiv:[43,57,63,67],movielen:14,msrainiti:20,mul:21,multi:71,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:69,multiplex:8,mxnet:51,name:[78,85,89,115],nccl:63,nce:8,necess:68,necessari:74,need:69,nest:60,net:22,network:[9,74,101],neural:101,nlp:[9,122],norm:[8,76],normaliniti:20,note:30,numer:30,numpi:30,nvprof:111,nvvp:111,object:33,offset:61,ones:21,onli:[69,78],op_mak:74,oper:[48,52,64,66,68,72,74,75,79,83],opinfomap:74,opkernel:[74,81],opproto:80,ops:76,optim:[10,23,33,38,50,62,68],option:45,opwithkernel:74,order:45,org:107,origin:74,orthogon:78,other:56,out_prod:8,output:[8,115],overview:[40,43,55,56,74,78,112],pack:[55,61],packag:32,pad:8,paddl:[36,63,69,78,85,89,106],paddlejob:41,paddlepaddl:[29,31,47,55,56,64,66,70,76,77,85,107,112,115,125],pair:115,paradigm:47,parallel_nn:124,paramattr:24,paramet:[6,8,28,29,33,38,39,41,56,64,65,68,72,76,115],parameteraverageoptim:64,parent:78,part:50,partit:38,path:[40,45],penalti:76,perform:[64,109,122],persist:37,pfsclient:[44,45],pfsserver:44,place:81,placement:70,platform:85,pnpair:7,point:[55,88,115],pool2d:21,pool:[8,11,97],pose:[53,75],potenti:54,power:8,pre:103,precision_recal:7,prefetch:69,prelu:8,prepar:115,print:7,privat:115,pro:130,problem:[42,53,54,62,75,82],procedur:130,process:[33,38,41,62,74],profil:[25,109],program:[31,47,66,68,71],programdesc:66,project:32,propos:[53,75,76],protobuf:79,protocol:90,provid:[2,69],prune:67,pserver:40,pull:103,push:103,python:[30,41,55,56,60,62,64,68,69,70,76,80,84,109],qualiti:74,queue:[33,37],rank:7,rank_cost:8,raspberri:128,rate:90,reader:[12,13,29,69],realiz:74,recoveri:33,recurr:[8,9,89,100,101],recurrent_group:8,reduce_sum:21,ref:30,refactor:74,refer:[2,55,56,70,72],region:115,regist:[53,74,80],registr:[74,75],registri:74,regular:[26,38,76],reject:90,rel:61,relat:[74,83],relu:5,remot:[39,73],render:115,repeat:8,represent:[31,74],request:103,requir:[32,49],reshap:[8,21],resiz:8,resnet:133,retri:37,reus:68,rmsprop:10,rnn:[60,83,98,122],rnnop:[31,60,74],roi_pool:8,rotat:8,route53:115,row:79,row_conv:8,row_l2_norm:8,run:[43,112],runtim:[41,70],sampl:8,sampling_id:8,save:40,scale:[8,21,33],scale_shift:8,scaling_project:8,scope:[31,60,74,78],search:61,secur:115,select:[38,79],selectedrow:79,selective_fc:8,sentiment:14,separ:74,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[61,101],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[33,37,38,41,72,115],servic:115,session:[70,73],setup:115,sextant:130,sgd:122,sgdoptim:23,shape:61,share:[29,78],should:78,shrink_memori:21,shuffl:69,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:61,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:69,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[53,54,55,67,75,82],sourc:112,spars:[38,39,40,79],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:31,stanh:5,start:[29,115],statement:42,step:60,storag:76,store:33,sub_nested_seq:8,subcommond:45,submit:41,suffici:69,suitabl:32,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:57,support:[46,63,81,83,85],survei:[46,51,76,130],synopsi:45,system:[47,115],tabl:59,table_project:8,tanh:5,task:[33,37],tear:115,tecton:130,templat:115,tensor:[8,74,81,106],tensorarrai:[61,83],tensordesc:84,tensorflow:51,test:[55,56],text_conv_pool:9,theori:30,thi:[78,85],think:49,three:83,time:112,timelin:40,todo:[34,35,71],togeth:78,toler:33,too:90,tool:[32,130],topic:81,topk:21,toward:47,train:[28,29,33,36,39,41,62,69,70,115],trainer:[28,33,38,40,41,115],tran:8,trans_full_matrix_project:8,translat:61,transpil:[63,71],transpos:21,tune:122,ture:47,two:30,uci_h:14,uniform:83,uniforminiti:20,unit:[55,56],unpack:61,updat:[29,39,40,115],usag:[60,61,69],use:[36,69],user:33,util:7,value_print:7,vardesc:84,variabl:[68,74,78,84],verifi:115,version:[46,85],vgg_16_network:9,volum:115,vpc:115,warp_ctc:8,weightdecayregular:26,what:[36,40],wheel:85,when:[40,78],whl:85,why:[46,47,64,69,74,83],wmt14:14,xavieriniti:20,zero:21,zoo:133}})