searchindex.js

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/backward","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/mkl/mkldnn_fluid","design/model_format","design/multi_language_interface/00.why_plain_c","design/multi_language_interface/01.inference_implementation","design/operator_kernel_type","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/backward.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/mkl/mkldnn_fluid.md","design/model_format.md","design/multi_language_interface/00.why_plain_c.md","design/multi_language_interface/01.inference_implementation.md","design/operator_kernel_type.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":136,"000\u5f20\u7070\u5ea6\u56fe\u7247\u7684\u6570\u5b57\u5206\u7c7b\u6570\u636e\u96c6":2,"00186201e":4,"00m":114,"01org":88,"03m":114,"0424m":114,"0473v3":9,"04\u4ee5\u4e0a":97,"04\u4ee5\u53camaco":99,"055ee37d":118,"0630u":114,"06u":114,"0810u":114,"08823112e":4,"0957m":114,"0\u53f7\u8bad\u7ec3\u8282\u70b9\u662f\u4e3b\u8bad\u7ec3\u8282\u70b9":125,"0\u5c42\u5e8f\u5217":100,"0_cudnn5":94,"0_cudnn5_avx_mkl":[95,97],"0_cudnn7_avx_mkl":97,"0ab":8,"0rc1":80,"0rc2":80,"0x10f256d50":52,"0x7ffe4de00110":52,"100gi":118,"100m":91,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d":136,"101\u5c42\u548c152\u5c42\u7684\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6\u53ef\u53c2\u7167":136,"101\u5c42\u7f51\u7edc\u6a21\u578b":136,"10g":42,"1150u":114,"11\u5b9e\u73b0\u4e86c":61,"11e6":119,"12194102e":4,"124n":114,"128\u7ef4\u548c256\u7ef4":135,"12\u4ee5\u4e0a":97,"12\u64cd\u4f5c\u7cfb\u7edf":88,"13m":119,"1490u":114,"14\u7248\u672c\u4ee5\u4e0a\u7684":131,"14\u8fd9\u79cd\u5199\u6cd5\u5c06\u4f1a\u6d4b\u8bd5\u6a21\u578b":127,"152\u5c42\u7f51\u7edc\u6a21\u578b":136,"15501715e":4,"1550u":114,"15\u884c":101,"16\u5b57\u8282\u8868\u793a\u4fdd\u5b58\u7684\u53c2\u6570\u603b\u4e2a\u6570":93,"16u":114,"173m":136,"173n":114,"1770u":114,"18ad":118,"18e457ce3d362ff5f3febf8e7f85ffec852f70f3b629add10aed84f930a68750":119,"197u":114,"1\u4e4b\u540e\u7684\u4efb\u4f55\u4e00\u4e2a\u7248\u672c\u6765\u7f16\u8bd1\u8fd0\u884c":94,"1\u7684\u5c42\u4e4b\u5916":127,"1\u7a00\u758f\u6570\u636e":107,"1\u8f6e\u5b58\u50a8\u7684\u6240\u6709\u6a21\u578b":127,"1st":21,"210u":114,"211839e770f7b538e2d8":9,"215n":114,"228u":114,"234m":136,"2520u":114,"25639710e":4,"25k":137,"2680u":114,"26\u884c":101,"27787406e":4,"279n":114,"27m":114,"285m":114,"2863m":114,"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":114,"2977m":114,"2\u4e09\u7c7b\u7684\u6bd4\u4f8b\u4e3a":93,"2\u5206\u522b\u4ee3\u88683\u4e2a\u8282\u70b9\u7684trainer":120,"2\u610f\u5473\u77400\u53f7\u548c1\u53f7gpu\u5c06\u4f1a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97fc1\u548cfc2\u5c42":127,"2\u8fd9\u51e0\u4e2a\u76ee\u5f55\u8868\u793apaddlepaddle\u8282\u70b9\u4e0etrain":120,"2cbf7385":118,"2nd":21,"302n":114,"30u":114,"3206326\u4e2a\u8bcd\u548c4\u4e2a\u7279\u6b8a\u6807\u8bb0":135,"32777140e":4,"328n":114,"32\u7ef4":135,"32u":114,"32x32":14,"331n":114,"3320u":114,"36540484e":4,"365e":118,"36u":114,"3710m":114,"3768m":114,"387u":114,"38u":114,"3920u":114,"39u":114,"3\u4ee5\u4e0a\u7684\u7b26\u53f7":97,"3\u53f7gpu":91,"4035m":114,"4090u":114,"4096mb":125,"4279m":114,"43630644e":4,"43u":114,"448a5b355b84":119,"4560u":114,"4563m":114,"45u":114,"4650u":114,"4726m":114,"473m":119,"48565123e":4,"48684503e":4,"49316648e":4,"4\u5b57\u8282\u8868\u793apaddlepaddle\u7248\u672c\u4fe1\u606f":93,"4gb":125,"500m":91,"50\u5c42":136,"50\u5c42\u7f51\u7edc\u6a21\u578b":136,"50bd":118,"50gi":118,"51111044e":4,"514u":114,"525n":114,"526u":114,"53018653e":4,"536u":114,"5460u":114,"5470u":114,"54u":114,"5690m":114,"573u":114,"578n":114,"5798m":114,"586u":114,"58s":119,"5969m":114,"5\u4e2a\u6d4b\u8bd5\u6837\u4f8b\u548c2\u4e2a\u751f\u6210\u5f0f\u6837\u4f8b":135,"5\u4f5c\u4e3a\u7f16\u8bd1\u73af\u5883":97,"5\u5373\u5c06\u505c\u6b62\u7ef4\u62a4":97,"5_cudnn5_avx_mkl":97,"5_cudnn5_avx_openbla":[97,99],"6080u":114,"6140u":114,"6305m":114,"639u":114,"64\u5e73\u53f0\u4e3a\u4f8b":129,"64\u7ef4":135,"64m":59,"655u":114,"6780u":114,"6810u":114,"682u":114,"6970u":114,"6\u4e07\u4ebf\u6b21\u6d6e\u70b9\u8fd0\u7b97\u6bcf\u79d2":114,"6\u4ee5\u4e0a":[97,99],"6\u4f5c\u4e3a\u6807\u51c6\u7f16\u8bd1\u73af\u5883":97,"6\u5143\u4e0a\u4e0b\u6587\u4f5c\u4e3a\u8f93\u5165\u5c42":135,"6ce9":118,"704u":114,"70634608e":4,"7090u":114,"72296313e":4,"72u":114,"73u":114,"75u":114,"760u":114,"767u":114,"783n":114,"784u":114,"78m":114,"7\u4ee5\u4e0a":129,"7\u4ee5\u4e0a\u7684\u7b26\u53f7":97,"7\u4ee5\u4e0b":129,"7\u548cpip":88,"7\u7248\u672c\u5f00\u59cb":129,"7\u7cfb\u5217":97,"7eamaa":14,"7kb":119,"8000\u5c31\u53ef\u4ee5\u5728\u7f51\u9875\u4e0a\u751f\u6210\u9700\u8981\u7684\u6587\u6863":110,"8250u":114,"8300u":114,"830n":114,"849m":114,"85625684e":4,"861u":114,"8661m":114,"877\u4e2a\u88ab\u5411\u91cf\u5316\u7684\u8bcd":135,"877\u884c":135,"892m":114,"8\u5b57\u8282\u8868\u793a\u6bcf\u4e2a\u53c2\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":93,"901n":114,"90u":114,"918u":114,"9247m":114,"924n":114,"9261m":114,"93137714e":4,"9330m":114,"94u":114,"9530m":114,"96644767e":4,"983m":114,"988u":114,"997u":114,"99982715e":4,"99m":136,"99u":114,"9\u4e2d\u7684\u4e00\u4e2a\u6570\u5b57":2,"9a235":130,"9f18":119,"\u4e00":101,"\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a0\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u662f":108,"\u4e00\u4e2a\u5178\u578b\u7684chunk\u5982\u4e0b\u6240\u793a":45,"\u4e00\u4e2a\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4efb\u52a1\u4e2d":119,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u6269\u5c55\u6210\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u8fdb\u5165":103,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217\u8fdb\u5165":103,"\u4e00\u4e2a\u53cc\u5c42rnn\u7531\u591a\u4e2a\u5355\u5c42rnn\u7ec4\u6210":103,"\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u51fd\u6570":103,"\u4e00\u4e2a\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":131,"\u4e00\u4e2a\u6570\u636e\u96c6\u5927\u90e8\u5206\u5e8f\u5217\u957f\u5ea6\u662f100":91,"\u4e00\u4e2a\u6587\u4ef6":2,"\u4e00\u4e2a\u662f\u6d6e\u70b9\u8ba1\u7b97\u91cf":114,"\u4e00\u4e2a\u72ec\u7acb\u7684\u5143\u7d20":100,"\u4e00\u4e2a\u72ec\u7acb\u7684\u8bcd\u8bed":100,"\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u7684\u6a21\u578b\u7531\u5927\u91cf\u7684\u53c2\u6570\u7ec4\u6210":35,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad\u90e8\u5206\u628a\u8f93\u5165\u8f6c\u5316\u4e3a\u76f8\u5e94\u7684\u8f93\u51fa":107,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684\u53c2\u6570\u662f\u5728":107,"\u4e00\u4e2a\u7f51\u7edc\u5c42\u7684c":107,"\u4e00\u4e2a\u8f93\u51fa\u7ec4\u6210":108,"\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u662f\u9009\u62e9\u6b63\u786e\u7684learning_r":93,"\u4e00\u4e2achunk\u7531\u6240\u5728\u7684\u6587\u4ef6\u504f\u79fb":45,"\u4e00\u4e2agpu\u8bbe\u5907\u4e0a\u4e0d\u5141\u8bb8\u914d\u7f6e\u591a\u4e2a\u6a21\u578b":125,"\u4e00\u4e2alabel":101,"\u4e00\u4e2alogging\u5bf9\u8c61":2,"\u4e00\u4e2amemory\u5305\u542b":104,"\u4e00\u4e2apass\u8868\u793a\u8fc7\u4e00\u904d\u6240\u6709\u8bad\u7ec3\u6837\u672c":137,"\u4e00\u4e2aposix\u517c\u5bb9\u7684\u6587\u4ef6\u7cfb\u7edf":45,"\u4e00\u4eba":101,"\u4e00\u53e5\u8bdd\u662f\u7531\u8bcd\u8bed\u6784\u6210\u7684\u5e8f\u5217":103,"\u4e00\u53f0\u7535\u8111":105,"\u4e00\u65e9":101,"\u4e00\u662fbatch":91,"\u4e00\u6761\u6837\u672c":2,"\u4e00\u6837\u7684\u65b9\u5f0f":105,"\u4e00\u6b21\u6027\u676f\u5b50":101,"\u4e00\u6b21yield\u8c03\u7528":2,"\u4e00\u81f4":[100,101],"\u4e00\u822c\u4e0d\u5141\u8bb8\u518d\u4ece":80,"\u4e00\u822c\u4ece":106,"\u4e00\u822c\u5728paddlepaddle\u4e2d":101,"\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":93,"\u4e00\u822c\u6765\u8bf4":104,"\u4e00\u822c\u7531mkl":57,"\u4e00\u822c\u8868\u793a":101,"\u4e00\u822c\u8bbe\u7f6e":93,"\u4e00\u884c\u4e3a\u4e00\u4e2a\u6837\u672c":137,"\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,98],"\u4e0a":106,"\u4e0a\u4ea4\u53c9\u7f16\u8bd1raspberri":131,"\u4e0a\u4f20\u5230cloud\u6216\u8005\u4e0b\u8f7d\u5230\u672c\u5730\u7684\u65f6\u95f4\u53ef\u80fd\u6bd4\u8f83\u957f":45,"\u4e0a\u4f20\u65b9\u6cd5":80,"\u4e0a\u4f20\u8ba1\u7b97\u5f97\u51fa\u7684\u68af\u5ea6":116,"\u4e0a\u56fe\u4e2d\u865a\u7ebf\u7684\u8fde\u63a5":101,"\u4e0a\u56fe\u63cf\u8ff0\u4e86\u4e00\u4e2a3\u8282\u70b9\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3\u573a\u666f":120,"\u4e0a\u6ce8\u518c\u4e00\u4e0b":45,"\u4e0a\u7f16\u8bd1\u5f88\u6162":105,"\u4e0a\u7f51":101,"\u4e0a\u8fd0\u884c":129,"\u4e0a\u8ff0\u4ee3\u7801\u5c06bias\u5168\u90e8\u521d\u59cb\u5316\u4e3a1":93,"\u4e0a\u8ff0\u547d\u4ee4\u4e2d":95,"\u4e0a\u8ff0\u547d\u4ee4\u7f16\u8bd1\u51fa\u4e00\u4e2a":105,"\u4e0a\u8ff0\u7684":92,"\u4e0a\u8ff0\u7684\u4ee3\u7801\u7247\u6bb5\u5305\u542b\u4e86\u4e24\u79cd\u65b9\u6cd5":114,"\u4e0a\u9762\u7684\u4ee3\u7801\u5728":108,"\u4e0a\u9762\u7684\u4ee3\u7801\u9996\u5148\u5bfc\u5165\u4f9d\u8d56\u7684\u5305":108,"\u4e0b":[108,110],"\u4e0b\u540c":93,"\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":114,"\u4e0b\u56fe\u5c55\u793a\u7684\u662f\u57fa\u4e8e\u6b8b\u5dee\u7684\u8fde\u63a5\u65b9\u5f0f":136,"\u4e0b\u56fe\u662f\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u793a\u610f\u56fe":107,"\u4e0b\u5b58\u653e\u516c\u5171\u6570\u636e\u96c6\u5408":36,"\u4e0b\u6587\u4ee5nlp\u4efb\u52a1\u4e3a\u4f8b":103,"\u4e0b\u6587\u4f7f\u7528":120,"\u4e0b\u6587\u5c31\u662f\u7528job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u8fdb\u884c\u8bad\u7ec3":119,"\u4e0b\u6b21":101,"\u4e0b\u7684":120,"\u4e0b\u8868\u5c55\u793a\u4e86batch":136,"\u4e0b\u8f7d":45,"\u4e0b\u8f7d\u5230\u672c\u5730":45,"\u4e0b\u8f7d\u5b8c\u6570\u636e\u540e":119,"\u4e0b\u8f7d\u6307\u5b9a\u7248\u672c\u7684docker\u955c\u50cf":95,"\u4e0b\u8f7dgpu\u7248\u672c":95,"\u4e0b\u9762\u4e3e\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50":114,"\u4e0b\u9762\u4ecb\u7ecd\u4ecb\u7ecd":108,"\u4e0b\u9762\u4ee5":116,"\u4e0b\u9762\u4ee5\u77e9\u9635\u4e58\u64cd\u4f5c":108,"\u4e0b\u9762\u4ee5addop\u4e3a\u4f8b\u8bf4\u660etensor\u7684\u4f7f\u7528\u8fc7\u7a0b":109,"\u4e0b\u9762\u5206\u522b\u4ecb\u7ecd\u67d0\u4e00\u7c7b\u6587\u4ef6\u7684\u5b9e\u73b0\u65b9\u5f0f":61,"\u4e0b\u9762\u5217\u51fa\u4e86":104,"\u4e0b\u9762\u5217\u51fa\u4e86\u5168\u8fde\u63a5\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":107,"\u4e0b\u9762\u5c31\u6839\u636e\u8fd9\u51e0\u4e2a\u6b65\u9aa4\u5206\u522b\u4ecb\u7ecd":120,"\u4e0b\u9762\u6211\u4eec\u4f7f\u7528\u8fd9\u4e2a\u955c\u50cf\u6765\u4e0b\u8f7d\u6570\u636e\u5230docker":119,"\u4e0b\u9762\u662f":108,"\u4e0b\u9762\u662f\u5bf9":108,"\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":93,"\u4e0b\u9762\u7684\u4ee3\u7801\u7247\u6bb5\u5b9e\u73b0\u4e86":107,"\u4e0b\u9762\u7684\u4f8b\u5b50\u4f7f\u7528\u4e86":136,"\u4e0b\u9762\u7684\u4f8b\u5b50\u540c\u6837\u4f7f\u7528\u4e86":136,"\u4e0b\u9762\u7684\u70b9\u5b9e\u73b0\u4e86mulop\u7684\u5b9a\u4e49":108,"\u4e0b\u9762\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4f8b\u5b50":107,"\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":98,"\u4e0b\u9762\u8fd9\u4e9blayer\u80fd\u591f\u63a5\u53d7\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165":100,"\u4e0d":101,"\u4e0d\u4e00\u5b9a\u548c\u65f6\u95f4\u6709\u5173\u7cfb":2,"\u4e0d\u4e00\u81f4\u7684\u7531pfsclient\u4e0b\u8f7d\u6216\u8005\u4f20\u8f93chunk\u5b8c\u6210":45,"\u4e0d\u4f1a\u4fdd\u7559\u5728\u78c1\u76d8\u4e0a":105,"\u4e0d\u4f1a\u518d\u4ece":91,"\u4e0d\u4f1a\u865a\u62df\u4efb\u4f55\u786c\u4ef6":105,"\u4e0d\u4f7f\u7528\u9759\u6001\u5e93":60,"\u4e0d\u4f7f\u7528\u989d\u5916\u7a7a\u95f4":107,"\u4e0d\u4f7f\u7528c":60,"\u4e0d\u4f7f\u7528swig":60,"\u4e0d\u5141\u8bb8\u4e00\u4e2a\u6587\u4ef6\u4e2d\u5305\u542b\u591a\u4e2aop":108,"\u4e0d\u5171\u4eab\u5219\u4e0d\u52a0":108,"\u4e0d\u5171\u4eab\u7684\u4f8b\u5b50\u53ef\u4ee5\u53c2\u8003":108,"\u4e0d\u540c":57,"\u4e0d\u540c\u4e8e\u4e0a\u8ff0\u4ecb\u7ecd\u7684recurr":92,"\u4e0d\u540c\u4e8eop\u7684\u7f16\u8bd1\u6d4b\u8bd5":108,"\u4e0d\u540c\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u6570\u636e\u5927\u5c0f\u7684\u6700\u5927\u503c\u4e0e\u6700\u5c0f\u503c\u7684\u6bd4\u7387":125,"\u4e0d\u540c\u5c42\u7684\u7279\u5f81\u7531\u5206\u53f7":136,"\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u662f\u4e0d\u540c\u7684":104,"\u4e0d\u540c\u7248\u672c\u7684\u7f16\u8bd1\u5668\u4e4b\u95f4":60,"\u4e0d\u540c\u7684\u4f18\u5316\u7b97\u6cd5\u9700\u8981\u4f7f\u7528\u4e0d\u540c\u5927\u5c0f\u7684\u5185\u5b58":91,"\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf":120,"\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\u548c\u5e8f\u5217\u6a21\u5f0f\u8fd4\u56de\u7684\u683c\u5f0f\u4e0d\u540c":[2,98],"\u4e0d\u540c\u8bbe\u5907":108,"\u4e0d\u540c\u8bed\u8a00\u7684\u63a5\u53e3\u9002\u5e94\u4e0d\u540c\u8bed\u8a00\u7684\u7279\u6027":60,"\u4e0d\u540c\u8f93\u5165\u542b\u6709\u7684\u5b50\u53e5":103,"\u4e0d\u540c\u8f93\u5165\u5e8f\u5217\u542b\u6709\u7684\u8bcd\u8bed\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":103,"\u4e0d\u540cdataprovider\u5bf9\u6bd4\u5982\u4e0b":101,"\u4e0d\u540crank\u7684tensor\u662f\u4e0d\u540c\u7c7b\u578b":109,"\u4e0d\u5728":61,"\u4e0d\u5bb9\u6613\u51fa\u9519":45,"\u4e0d\u5c11":101,"\u4e0d\u5d4c\u5165\u5176\u4ed6\u8bed\u8a00\u89e3\u91ca\u5668":60,"\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":60,"\u4e0d\u5e94\u8be5\u88ab\u62c6\u89e3":103,"\u4e0d\u6307\u5b9a\u65f6":103,"\u4e0d\u662f\u4e00\u6761\u5e8f\u5217":[2,98],"\u4e0d\u662f\u771f\u6b63\u7684layer":92,"\u4e0d\u662f\u901a\u8fc7\u4e00\u822c\u7684\u65b9\u5f0f\u6765\u5b9e\u73b0\u5bf9\u8f93\u51fa\u7684\u6fc0\u6d3b":92,"\u4e0d\u663e\u793a\u7684\u5199\u6bcf\u4e2a\u7c7b\u5177\u4f53\u5305\u542b\u4ec0\u4e48":60,"\u4e0d\u6ee1\u8db3\u94a9\u5b50\u7684":106,"\u4e0d\u7528mount\u7684\u65b9\u5f0f\u6765\u8bbf\u95ee\u6570\u636e":36,"\u4e0d\u7f13\u5b58\u4efb\u4f55\u6570\u636e":2,"\u4e0d\u80fd\u4fee\u6539op\u7684\u6210\u5458\u53d8\u91cf":108,"\u4e0d\u80fd\u592a\u968f\u610f":106,"\u4e0d\u80fd\u88ab\u63d0\u4ea4\u5230":106,"\u4e0d\u8fc7":101,"\u4e0d\u8fc7\u5b9e\u9645\u4e0a\u662f\u8fd0\u884c\u5728\u4e00\u4e2a":105,"\u4e0d\u8fdc":101,"\u4e0d\u9519":101,"\u4e0d\u9700\u8981\u4f9d\u8d56\u5176\u4ed6\u4efb\u4f55\u8f6f\u4ef6\u4e86":105,"\u4e0d\u9700\u8981\u8bbe\u7f6e":129,"\u4e0e":[57,108,113,120,135],"\u4e0e\u4e4b\u76f8\u5bf9\u7684\u662flocal":45,"\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u5e93\u4e00\u6837":57,"\u4e0e\u529f\u80fd\u5206\u652f\u4e0d\u540c\u7684\u662f":80,"\u4e0e\u5355\u5c42rnn\u7684\u914d\u7f6e\u7c7b\u4f3c":101,"\u4e0e\u53ef\u80fd\u6709\u7684":80,"\u4e0e\u540c\u6b65sgd\u76f8\u6bd4":116,"\u4e0e\u5bfb\u627epython\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u7c7b\u4f3c":113,"\u4e0e\u5f53\u524d\u7684\u8870\u51cf\u56e0\u5b50\u7684\u4e58\u79ef":93,"\u4e0e\u672c\u5730\u8bad\u7ec3\u76f8\u540c":117,"\u4e0e\u6b64\u4e0d\u540c\u7684\u662f":120,"\u4e0e\u8c03\u4f18":113,"\u4e0e\u8fd9\u4e2a\u8bad\u7ec3\u6570\u636e\u4ea4\u4e92\u7684layer":91,"\u4e0ebatch":56,"\u4e0ejob":120,"\u4e0eoperator\u524d\u5411\u8ba1\u7b97\u7684\u8f93\u51fa\u8fdb\u884c\u5bf9\u6bd4":108,"\u4e0eoperator\u6ce8\u518c\u65f6\u6ce8\u518c\u7684\u7c7b\u578b\u4e00\u81f4":108,"\u4e0epython\u4e0d\u540c":113,"\u4e14":101,"\u4e14\u4e0d\u6392\u9664commit\u4e4b\u95f4\u7684\u4fee\u6539\u5b58\u5728\u76f8\u4e92\u8986\u76d6\u7684\u60c5\u51b5":106,"\u4e14\u589e\u52a0\u4e00\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00":60,"\u4e14\u5c55\u793a\u6548\u679c\u66f4\u597d":113,"\u4e14\u5e8f\u5217\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20\u8fd8\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":[2,98],"\u4e14\u6bcf\u4e2a\u53e5\u5b50\u8868\u793a\u4e3a\u5bf9\u5e94\u7684\u8bcd\u8868\u7d22\u5f15\u6570\u7ec4":101,"\u4e14\u8c03\u7528\u65f6\u4e0d\u80fd\u629b\u51fa\u5f02\u5e38\u6216\u51fa\u73b0\u8fd0\u884c\u65f6\u9519\u8bef":61,"\u4e14c99\u652f\u6301bool\u7c7b\u578b\u548c\u5b9a\u957f\u6574\u6570":60,"\u4e14c99\u76f8\u5bf9\u4e8ec11\u4f7f\u7528\u66f4\u52a0\u5e7f\u6cdb":60,"\u4e24":101,"\u4e24\u4e2a\u5b50\u76ee\u5f55\u4e0b":110,"\u4e24\u4e2a\u5d4c\u5957\u7684":103,"\u4e24\u4e2a\u64cd\u4f5c":114,"\u4e24\u4e2a\u8f93\u5165\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u4e5f\u5e76\u4e0d\u76f8\u540c":101,"\u4e24\u4e2a\u90e8\u5206":110,"\u4e24\u79cd\u65b9\u6cd5\u7684\u533a\u522b":91,"\u4e24\u79cd\u7c7b\u522b":137,"\u4e24\u79cdblas\u5e93":94,"\u4e24\u8005\u5747\u4e3a\u7eaf\u6587\u672c\u6587\u4ef6":1,"\u4e24\u8005\u90fd\u662f\u5bf9\u68af\u5ea6\u7684\u622a\u65ad":91,"\u4e25\u683c\u7684\u547d\u540d\u89c4\u8303pep":80,"\u4e2a":137,"\u4e2a\u5185\u5b58\u6c60\u5b9e\u9645\u4e0a\u51b3\u5b9a\u4e86shuffle\u7684\u7c92\u5ea6":91,"\u4e2a\u6027\u5316\u63a8\u8350":80,"\u4e2a\u6279\u6b21\u7684\u53c2\u6570\u5e73\u5747\u503c\u8fdb\u884c\u6d4b\u8bd5":125,"\u4e2a\u6a21\u578b\u6d4b\u8bd5\u6570\u636e":125,"\u4e2d":[56,57,60,61,91,107,108,109,113,120,137],"\u4e2d\u4e0d\u8981\u6dfb\u52a0\u5927\u6587\u4ef6\u7b49":106,"\u4e2d\u4ecb\u7ecd\u7684\u65b9\u6cd5":135,"\u4e2d\u4f1a\u4f7f\u7528\u5230\u7684\u5b57\u5178\u6570\u636e\u6587\u4ef6":116,"\u4e2d\u4f1a\u63d0\u4f9b\u4e00\u4e9b\u5fc5\u8981\u7684\u63a5\u53e3\u548c\u51fd\u6570":57,"\u4e2d\u4f20\u5165\u53c2\u6570":116,"\u4e2d\u4f20\u5165\u7684\u53c2\u6570":116,"\u4e2d\u5143\u7d20\u7684\u4e2a\u6570\u7b49\u4e8e\u7f51\u7edc\u4e2d\u8f93\u51fa\u5c42\u7684\u4e2a\u6570":91,"\u4e2d\u5173\u4e8e\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\u7684\u4ecb\u7ecd":101,"\u4e2d\u5199\u5165json\u5185\u5bb9":35,"\u4e2d\u5305\u542b\u4e00\u4e2araspberri":131,"\u4e2d\u5305\u542b\u4e86\u8bad\u7ec3\u6a21\u578b\u7684\u57fa\u672c\u547d\u4ee4":137,"\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":129,"\u4e2d\u5305\u542b\u82e5\u5e72\u4e2a\u4e0d\u540candroid":129,"\u4e2d\u5305\u542bc":[129,131],"\u4e2d\u5355\u5143\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206":106,"\u4e2d\u5355\u5143\u6d4b\u8bd5\u80fd\u987a\u5229\u901a\u8fc7":106,"\u4e2d\u5b8c\u5168\u4e00\u81f4":60,"\u4e2d\u5b9a\u4e49":104,"\u4e2d\u5b9a\u4e49\u4f7f\u7528\u54ea\u79cddataprovid":1,"\u4e2d\u5b9a\u4e49\u548c\u4f7f\u7528":103,"\u4e2d\u5b9e\u73b0\u4e86\u4e00\u4e2amerge\u7684\u65b9\u6cd5":57,"\u4e2d\u5b9e\u73b0\u7684\u7ed3\u6784\u4f53":61,"\u4e2d\u5bf9\u5e94\u7684layer\u5904":56,"\u4e2d\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528python\u6765\u63d0\u53d6\u7279\u5f81":136,"\u4e2d\u5f15\u5165\u7684":56,"\u4e2d\u6307\u5b9a":125,"\u4e2d\u6307\u5b9a\u7684\u540d\u5b57":127,"\u4e2d\u6307\u5b9a\u7684\u5c42\u987a\u5e8f\u4e00\u81f4":136,"\u4e2d\u63d0\u4f9b\u4e00\u4e2a\u4e0emkl\u6709\u5173\u7684\u603b\u5f00\u5173":57,"\u4e2d\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5168\u5c40\u51fd\u6570\u7528\u6765\u5b9e\u73b0paddl":109,"\u4e2d\u63d0\u51fa\u7684resnet\u7f51\u7edc\u7ed3\u6784\u57282015\u5e74imagenet\u5927\u89c4\u6a21\u89c6\u89c9\u8bc6\u522b\u7ade\u8d5b":136,"\u4e2d\u641c\u7d22\u8fd9\u51e0\u4e2a\u5e93":94,"\u4e2d\u6587\u6587\u6863":110,"\u4e2d\u6587\u6587\u6863\u76ee\u5f55":110,"\u4e2d\u6587\u7ef4\u57fa\u767e\u79d1\u9875\u9762":101,"\u4e2d\u6839\u636e":56,"\u4e2d\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7ed3\u679c\u77e9\u9635":91,"\u4e2d\u6bcf\u4e2apod\u7684ip\u5730\u5740":120,"\u4e2d\u6bcf\u5c42\u7684\u6570\u503c\u7edf\u8ba1":125,"\u4e2d\u6dfb\u52a0":56,"\u4e2d\u6dfb\u52a0\u4e00\u4e2a":57,"\u4e2d\u6dfb\u52a0\u4e24\u4e2a\u8f93\u5165":108,"\u4e2d\u7684":[109,136],"\u4e2d\u7684\u4e00\u884c":[2,106],"\u4e2d\u7684\u4ee3\u7801\u4f5c\u4e3a\u5b9e\u4f8b":116,"\u4e2d\u7684\u5bf9\u5e94\u5206\u652f\u5373\u53ef":106,"\u4e2d\u7684\u6570\u636e":136,"\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u9884\u6d4b":136,"\u4e2d\u7684\u7248\u672c\u4fe1\u606f":80,"\u4e2d\u7684\u8bf4\u660e":2,"\u4e2d\u83b7\u53d6":120,"\u4e2d\u8bbe\u7f6e\u7684\u6240\u6709\u8282\u70b9":117,"\u4e2d\u8be6\u7ec6\u4ecb\u7ecd":107,"\u4e2d\u8bfb\u53d6":2,"\u4e2d\u8c03\u7528":108,"\u4e2d\u8fd0\u884c\u4efb\u52a1\u7684\u89d2\u5ea6":36,"\u4e2d\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u4e2d\u914d\u7f6e\u7684\u6548\u679c\u4e00\u81f4":2,"\u4e34\u65f6\u53d8\u91cf\u7b49\u7b49":91,"\u4e3a":[2,56,57,104,108,129,130,131],"\u4e3a0":2,"\u4e3a\u4e86\u4f7f":108,"\u4e3a\u4e86\u4f7f\u8bc4\u5ba1\u4eba\u5728\u8bc4\u5ba1\u4ee3\u7801\u65f6\u66f4\u597d\u5730\u4e13\u6ce8\u4e8e\u4ee3\u7801\u672c\u8eab":106,"\u4e3a\u4e86\u4fdd\u8bc1\u6548\u7387":107,"\u4e3a\u4e86\u4fdd\u8bc1gpu\u9a71\u52a8\u80fd\u591f\u5728\u955c\u50cf\u91cc\u9762\u6b63\u5e38\u8fd0\u884c":95,"\u4e3a\u4e86\u5c01\u88c5\u80fd\u591f\u6b63\u786e\u5de5\u4f5c":107,"\u4e3a\u4e86\u5c3d\u53ef\u80fd\u5c11\u7684\u5728\u7236\u7c7blayer\u4e2d\u6dfb\u52a0\u53d8\u91cf\u6216\u8005\u51fd\u6570":57,"\u4e3a\u4e86\u5e94\u5bf9\u4ee5\u4e0a\u7684\u95ee\u9898":45,"\u4e3a\u4e86\u5f00\u53d1paddlepaddl":105,"\u4e3a\u4e86\u63cf\u8ff0\u65b9\u4fbf":103,"\u4e3a\u4e86\u65b9\u4fbf\u5927\u5bb6":106,"\u4e3a\u4e86\u66b4\u9732\u7684\u63a5\u53e3\u5c3d\u91cf\u7b80\u5355":61,"\u4e3a\u4e86\u66f4\u597d\u7684\u7b26\u5408paddlepaddle\u7684\u4ee3\u7801\u98ce\u683c":57,"\u4e3a\u4e86\u6700\u5927\u7a0b\u5ea6\u51cf\u5c11\u591a\u6b21\u8c03\u7528":56,"\u4e3a\u4e86\u751f\u6210\u66f4\u53ef\u8bfb\u7684\u6027\u80fd\u5206\u6790\u7ed3\u679c":113,"\u4e3a\u4e86\u7b80\u5316cmake\u914d\u7f6e":129,"\u4e3a\u4e86\u8fbe\u5230\u6027\u80fd\u6700\u4f18":114,"\u4e3a\u4e86\u8fbe\u5230\u6700\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6":[129,130],"\u4e3a\u4e86\u8fdb\u4e00\u6b65\u63d0\u5347paddlepaddle\u5728\u57fa\u672c\u6570\u5b66\u8fd0\u7b97\u7684\u8ba1\u7b97\u901f\u5ea6":57,"\u4e3a\u4ec0\u4e48\u7528":105,"\u4e3a\u4f8b":[92,108,137],"\u4e3a\u4f8b\u6765\u4ecb\u7ecd\u5982\u4f55\u5199\u5e26kernel\u7684oper":108,"\u4e3a\u4f8b\u8fdb\u884c\u9884\u6d4b":137,"\u4e3a\u53c2\u6570\u77e9\u9635\u7684\u5bbd\u5ea6":93,"\u4e3a\u5bb9\u5668\u5185\u6267\u884c\u7684\u547d\u4ee4":95,"\u4e3a\u60a8\u505a\u6027\u80fd\u8c03\u4f18\u63d0\u4f9b\u4e86\u65b9\u5411":114,"\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":135,"\u4e3a\u65b9\u4fbf\u4f5c\u4e1a\u542f\u52a8\u63d0\u4f9b\u4e86\u4e24\u4e2a\u72ec\u7279\u7684\u547d\u4ee4\u9009\u9879":117,"\u4e3a\u6b64":119,"\u4e3a\u6bcf\u4e2aop\u521b\u5efa\u5355\u72ec\u7684":108,"\u4e3a\u8f93\u51fa\u5206\u914d\u5185\u5b58":107,"\u4e3aconst\u51fd\u6570":108,"\u4e3aoutput_\u7533\u8bf7\u5185\u5b58":107,"\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":125,"\u4e3b\u8981\u529f\u80fd\u5305\u62ec":45,"\u4e3b\u8981\u5305\u62ec":57,"\u4e3b\u8981\u5305\u62ec\u4e86\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684\u6570\u5b66\u539f\u8bed\u4e0e\u64cd\u4f5c":57,"\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u4e94\u4e2a\u6b65\u9aa4":4,"\u4e3b\u8981\u5305\u62ec\u56db\u79cd\u7c7b\u578b":98,"\u4e3b\u8981\u539f\u56e0":101,"\u4e3b\u8981\u539f\u56e0\u5305\u62ec\u4e24\u4e2a\u65b9\u9762":91,"\u4e3b\u8981\u539f\u56e0\u662f\u589e\u52a0\u4e86\u521d\u59cb\u5316\u673a\u5236":2,"\u4e3b\u8981\u7528\u4e8epython":108,"\u4e3b\u8981\u804c\u8d23\u5728\u4e8e\u5c06\u8bad\u7ec3\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u8005\u663e\u5b58":137,"\u4e3b\u8981\u9488\u5bf9paddlepaddle\u5728\u91cd\u6784\u4e4b\u524d\u7684\u4ee3\u7801\u6846\u67b6\u4ee5\u53cav1\u7684api":57,"\u4e3e\u4e00\u4e2a\u4f8b\u5b50":93,"\u4e3e\u4f8b":91,"\u4e3e\u4f8b\u8bf4\u660e":101,"\u4e4b\u524d":106,"\u4e4b\u524d\u914d\u7f6e\u6587\u4ef6\u4e2d":137,"\u4e4b\u540e":[98,107],"\u4e4b\u540e\u4f7f\u7528":107,"\u4e4b\u540e\u4f7f\u7528\u77e9\u9635\u8fd0\u7b97\u51fd\u6570\u6765\u8ba1\u7b97":107,"\u4e4b\u540e\u518d\u7528\u7f51\u9875\u8fde\u5230http":110,"\u4e4b\u540e\u521d\u59cb\u5316\u6240\u6709\u7684\u6743\u91cd\u77e9\u9635":107,"\u4e4b\u540e\u624d\u80fd\u5f00\u59cb\u7f16\u8bd1\u7684\u6b65\u9aa4":94,"\u4e4b\u5916\u7684\u6240\u6709\u5934\u6587\u4ef6":61,"\u4e4b\u7c7b\u7684\u7a0b\u5e8f\u6765\u7f16\u8bd1\u6e90\u7801":105,"\u4e4b\u95f4\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":103,"\u4e58\u4e0a\u8f93\u51fa\u7684\u68af\u5ea6":107,"\u4e58\u6cd5\u548c\u4e58\u6cd5\u68af\u5ea6\u7684\u8ba1\u7b97\u5360\u75282":113,"\u4e58\u9664\u7b49\u65f6\u5019":91,"\u4e5f":101,"\u4e5f\u4e0d\u4f7f\u7528\u5176\u4ed6\u52a8\u6001\u5e93":60,"\u4e5f\u4e0d\u5b58\u5728\u4e00\u4e2asubseq\u76f4\u63a5\u751f\u6210\u4e0b\u4e00\u4e2asubseq\u7684\u60c5\u51b5":103,"\u4e5f\u4e0d\u5e94\u8be5\u62a5\u9519":61,"\u4e5f\u4e0d\u751f\u6210":61,"\u4e5f\u4e0d\u80fd\u63a5\u6536\u5e8f\u5217\u6570\u636e\u4f5c\u4e3a\u8f93\u5165":92,"\u4e5f\u4f1a\u5360\u7528\u78c1\u76d8":105,"\u4e5f\u53ef\u4ee5\u4f7f\u7528":106,"\u4e5f\u53ef\u4ee5\u5229\u7528paddlepaddl":110,"\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u8bcd\u8bed":103,"\u4e5f\u53ef\u4ee5\u662f\u5728\u4efb\u52a1\u542f\u52a8\u524d\u4e0b\u8f7d\u5230\u672c\u5730\u7684":116,"\u4e5f\u53ef\u4ee5\u76f4\u63a5\u5728\u7f51\u9875\u9884\u89c8\u6587\u6863":110,"\u4e5f\u53ef\u4ee5\u8bf4\u662f\u67d0\u4e9b\u7279\u5b9a\u6307\u4ee4\u7684\u4f7f\u7528\u60c5\u51b5":114,"\u4e5f\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539":120,"\u4e5f\u53ef\u4ee5\u901a\u8fc7saving_period_by_batches\u8bbe\u7f6e\u6bcf\u9694\u591a\u5c11batch\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":137,"\u4e5f\u53ef\u5199\u6210":108,"\u4e5f\u53ef\u81ea\u884c\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d":130,"\u4e5f\u53ef\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u83b7\u53d6":129,"\u4e5f\u5c31\u662f":106,"\u4e5f\u5c31\u662f\u5c06\u8bcd\u5411\u91cf\u6a21\u578b\u8fdb\u4e00\u6b65\u6f14\u5316\u4e3a\u4e09\u4e2a\u65b0\u6b65\u9aa4":137,"\u4e5f\u5c31\u662f\u672c\u5730\u7684\u6e90\u7801\u6811\u6839\u76ee\u5f55\u91cc\u7684":105,"\u4e5f\u5c31\u662f\u81ea\u5df1\u7528\u6237\u540d\u4e0b\u7684":106,"\u4e5f\u5c31\u662f\u8bf4":[125,127,135],"\u4e5f\u5c31\u662f\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u4e0d\u4f1a\u5728\u539f\u6765\u7684\u6570\u636e\u4e0a\u7d2f\u52a0":57,"\u4e5f\u63cf\u8ff0\u4e86\u5bb9\u5668\u9700\u8981\u4f7f\u7528\u7684\u5b58\u50a8\u5377\u6302\u8f7d\u7684\u60c5\u51b5":120,"\u4e5f\u652f\u6301cpu\u7684\u6027\u80fd\u5206\u6790":114,"\u4e5f\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":101,"\u4e5f\u662fdecoder\u5faa\u73af\u5c55\u5f00\u7684\u4f9d\u636e":103,"\u4e5f\u662fpaddlepaddle\u6240\u80fd\u591f\u4fdd\u8bc1\u7684shuffle\u7c92\u5ea6":2,"\u4e5f\u6ca1\u7528":88,"\u4e5f\u79f0\u4e3arnn\u6a21\u578b":137,"\u4e5f\u9700\u8981\u4e24\u6b21\u968f\u673a\u9009\u62e9\u5230\u76f8\u540cgenerator\u7684\u65f6\u5019":2,"\u4e66\u5199":60,"\u4e7e":101,"\u4e86":[101,105],"\u4e86\u89e3\u5176\u8c03\u7528\u5173\u7cfb":113,"\u4e86\u89e3\u60a8\u7684\u786c\u4ef6":114,"\u4e86\u89e3\u66f4\u591a\u7ec6\u8282":104,"\u4e86\u89e3\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f":104,"\u4e8c\u7ef4\u77e9\u9635":136,"\u4e8c\u8005\u8bed\u610f\u4e0a\u5b8c\u5168\u4e00\u81f4":101,"\u4e8c\u8fdb\u5236":135,"\u4e8e\u662f\u6211\u4eec\u53ef\u4ee5\u70b9\u51fb":113,"\u4e8e\u662f\u8fd9\u91cc\u4f7f\u7528":113,"\u4e94\u661f\u7ea7":101,"\u4ea4\u4e92\u7684\u65b9\u6cd5":113,"\u4ea4\u53c9\u7f16\u8bd1\u5de5\u5177\u94fe\u4e3a":129,"\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":129,"\u4ea4\u53c9\u7f16\u8bd1android\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":129,"\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":130,"\u4ea4\u53c9\u7f16\u8bd1ios\u7248\u672c\u7684paddlepaddle\u5e93\u65f6":130,"\u4ea4\u53c9\u7f16\u8bd1raspberri":131,"\u4ea4\u7531cmake\u7cfb\u7edf\u672c\u8eab\u6765\u5904\u7406":129,"\u4ea4\u901a":101,"\u4ea4\u901a\u4fbf\u5229":101,"\u4ea6\u53ef\u4ee5\u901a\u8fc7\u624b\u52a8\u8bbe\u7f6e":[129,130],"\u4eab\u53d7\u60a8\u7684\u65c5\u7a0b":95,"\u4eba\u8138\u8bc6\u522b":36,"\u4ec0\u4e48\u662f":105,"\u4ec5\u4ec5\u4f7f\u7528":60,"\u4ec5\u4f1a\u5728\u652f\u6301avx2\u6307\u4ee4\u96c6\u53ca\u4ee5\u4e0a\u7684\u673a\u5668\u624d\u4f7f\u7528mkl":57,"\u4ec5\u5728\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u65f6\u6709\u6548":107,"\u4ec5\u5bf9\u7a00\u758f\u6570\u636e\u6709\u6548":107,"\u4ec5\u9700\u8981\u77e5\u9053\u5982\u4f55\u4ece":2,"\u4ecb\u7ecd\u4e86\u4e00\u79cd\u901a\u8fc7ssh\u8fdc\u7a0b\u5206\u53d1\u4efb\u52a1":120,"\u4ecb\u7ecd\u4ea4\u53c9\u7f16\u8bd1android\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":129,"\u4ecb\u7ecd\u4f7f\u7528paddlepaddl":116,"\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5":137,"\u4ece":[80,89,114],"\u4ece0\u5230num":125,"\u4ece0\u5f00\u59cb\u7684\u6574\u6570":116,"\u4ece\u4e00\u4e2aword\u751f\u6210\u4e0b\u4e00\u4e2aword":103,"\u4ece\u5185\u6838\u51fd\u6570\u7684\u89d2\u5ea6":114,"\u4ece\u6a21\u578b\u6587\u4ef6\u5c06\u9884\u8bad\u7ec3\u53c2\u6570\u8f7d\u5165":93,"\u4ece\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u770b":101,"\u4ece\u6bcf\u4e2a\u5355\u8bcd\u5de6\u53f3\u4e24\u7aef\u5206\u522b\u83b7\u53d6k\u4e2a\u76f8\u90bb\u7684\u5355\u8bcd":137,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1ios\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u5e93":130,"\u4ece\u6e90\u7801\u4ea4\u53c9\u7f16\u8bd1paddlepaddl":129,"\u4ece\u6e90\u7801\u7f16\u8bd1":96,"\u4ece\u78c1\u76d8\u6587\u4ef6\u4e2d\u52a0\u8f7duuid\u6587\u4ef6\u540d\u7684\u68c0\u67e5\u70b9\u5feb\u7167\u6587\u4ef6":35,"\u4ece\u800c\u53ef\u4ee5\u505a\u4e00\u4e9b\u4e0e\u8ba1\u7b97\u91cd\u53e0\u7684\u5de5\u4f5c":107,"\u4ece\u800c\u5f15\u53d1\u5176\u4ed6\u8282\u70b9\u65e0\u6cd5\u8fde\u63a5\u5bfc\u81f4":89,"\u4ece\u800c\u751f\u6210\u591a\u4e2agener":2,"\u4ece\u800c\u80fd\u591f\u88abpaddlepaddl":137,"\u4ece\u800c\u907f\u514d\u4e86packing\u5197\u4f59":56,"\u4ece\u800c\u9632\u6b62\u8fc7\u62df\u5408":1,"\u4ece\u8bed\u4e49\u4e0a\u770b":103,"\u4ece\u8d77\u59cb\u7aef\u53e3\u76d1\u542c\u591a\u4e2a\u7aef\u53e3\u7528\u4e8e\u901a\u4fe1":116,"\u4ece\u8f93\u5165\u6570\u636e\u4e0a\u770b":101,"\u4ece\u9884\u8bad\u7ec3\u6a21\u578b\u4e2d":135,"\u4ececmake":129,"\u4eceetcd\u4e2d\u8bfb\u53d6\u8282\u70b9":35,"\u4ecestart":125,"\u4ed3\u5e93\u7684\u8fdc\u7a0b\u4e3b\u673a":106,"\u4ed4\u7ec6\u89c2\u5bdf":136,"\u4ed6\u4e3b\u8981\u5305\u542b\u4e86\u5b9e\u9645\u66b4\u9732\u7684\u7c7b\u578b\u7ed3\u6784":61,"\u4ed6\u4eec\u5206\u522b\u662f":101,"\u4ed6\u4eec\u5728\u81ea\u5df1\u7684":105,"\u4ed6\u4eec\u5728paddle\u7684\u6587\u6863\u548capi\u4e2d\u662f\u4e00\u4e2a\u6982\u5ff5":101,"\u4ed6\u4eec\u63d0\u51fa\u6b8b\u5dee\u5b66\u4e60\u7684\u6846\u67b6\u6765\u7b80\u5316\u7f51\u7edc\u7684\u8bad\u7ec3":136,"\u4ed6\u662f\u5c06":61,"\u4ed6\u7684\u76ee\u6807\u662f\u4f7f\u7528c":60,"\u4ee3\u66ff":120,"\u4ee3\u7801\u4e2d9":101,"\u4ee3\u7801\u53c2\u8003":116,"\u4ee3\u7801\u5982\u4e0b":[91,92,93,104],"\u4ee3\u7801\u6ce8\u91ca\u8bf7\u9075\u5b88":106,"\u4ee3\u7801\u751f\u6210\u7684\u7b26\u53f7\u53ef\u80fd\u4e0d\u4e00\u81f4":60,"\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":113,"\u4ee3\u7801\u793a\u4f8b\u5982\u4e0b":108,"\u4ee3\u8868\u5bbf\u4e3b\u673a\u76ee\u5f55":120,"\u4ee3\u8868\u8fd9\u4e2alayer\u662f\u7528\u4e8e\u8dd1\u5728mkl":57,"\u4ee3\u8868\u8fd9\u4e2ashard\u7684\u6700\u5927index":36,"\u4ee3\u8868shard\u7684index":36,"\u4ee5":92,"\u4ee5\u4e0a":[106,129],"\u4ee5\u4e0a\u4ee3\u7801\u7684reader\u8f93\u51fa\u7684data":36,"\u4ee5\u4e0a\u547d\u4ee4\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u4e0b\u751f\u6210100\u4e2a\u6587\u4ef6":36,"\u4ee5\u4e0b":36,"\u4ee5\u4e0b\u4ee3\u7801\u7247\u6bb5\u5b9a\u4e49":104,"\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4e00\u4e2a":105,"\u4ee5\u4e0b\u6307\u4ee4\u80fd\u68c0\u67e5linux\u7535\u8111\u662f\u5426\u652f\u6301avx":95,"\u4ee5\u4e0b\u64cd\u4f5c\u5747\u5728head\u8282\u70b9\u4e2d\u6267\u884c":121,"\u4ee5\u4e0b\u6559\u7a0b\u5c06\u6307\u5bfc\u60a8\u63d0\u4ea4\u4ee3\u7801":106,"\u4ee5\u4e0b\u662f\u5bf9\u4e0a\u8ff0\u6570\u636e\u52a0\u8f7d\u7684\u89e3\u91ca":137,"\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":135,"\u4ee5\u4e0b\u7b80\u79f0rnn":56,"\u4ee5\u4ea4\u4e92\u5f0f\u7684\u65b9\u5f0f\u6267\u884c\u6216\u8c03\u8bd5\u60a8\u7684\u4ee3\u7801":95,"\u4ee5\u4f7f\u7528":129,"\u4ee5\u4f7f\u7528adam\u7b97\u6cd5\u4e3a\u4f8b":93,"\u4ee5\u4fbf\u6211\u4eec\u53ef\u4ee5\u628a\u66f4\u591a\u7684\u7cbe\u529b\u653e\u5230\u903b\u8f91\u672c\u8eab\u4e0a":45,"\u4ee5\u4fbf\u83b7\u5f97\u8bad\u7ec3\u6570\u636e\u7684\u4f4d\u7f6e\u548c\u83b7\u53d6\u73af\u5883\u53d8\u91cf\u914d\u7f6e":116,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u7684\u6b63\u786e\u8ba1\u7b97":107,"\u4ee5\u4fdd\u8bc1\u68af\u5ea6\u8ba1\u7b97\u7684\u6b63\u786e\u6027":107,"\u4ee5\u4fdd\u8bc1\u7f16\u8bd1\u9ad8\u6548":105,"\u4ee5\u53ca":[56,105,107],"\u4ee5\u53ca\u4f7f\u7528\u5b50\u5e8f\u5217\u6765\u5b9a\u4e49\u5206\u7ea7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":104,"\u4ee5\u53ca\u5207\u6362\u673a\u5668\u65f6\u9700\u8981\u65b0\u5b89\u88c5\u7684\u8f9b\u82e6":105,"\u4ee5\u53ca\u53cc\u5c42\u5e8f\u5217":100,"\u4ee5\u53ca\u76ee\u6807\u673a\u7248openblas\u5e93":131,"\u4ee5\u53ca\u76f8\u5173\u7684\u5c5e\u6027\u53c2\u6570":108,"\u4ee5\u53ca\u8ba1\u7b97\u903b\u8f91\u5728\u5e8f\u5217\u4e0a\u7684\u5faa\u73af\u5c55\u5f00":103,"\u4ee5\u53ca\u8f93\u5165\u7684\u68af\u5ea6":107,"\u4ee5\u53caandroid":129,"\u4ee5\u53caandroid\u6240\u9700":129,"\u4ee5\u53cagcc":94,"\u4ee5\u53canumpi":36,"\u4ee5\u53carelu":107,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u76f8\u5173\u914d\u7f6e":129,"\u4ee5\u63d0\u4f9b\u4e00\u4e9b\u9ed8\u8ba4\u7684\u7f16\u8bd1\u5668\u548c\u7f16\u8bd1\u53c2\u6570\u914d\u7f6e":130,"\u4ee5\u6b64\u8fbe\u5230\u6700\u597d\u7684\u6027\u80fd":57,"\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":[129,130,131],"\u4ee5\u793a\u533a\u5206":[56,57],"\u4ee5\u8f93\u51fa":91,"\u4ee5\u9017\u53f7":135,"\u4ee5\u9017\u53f7\u95f4\u9694":125,"\u4ee5eigentensor\u4e3a\u4f8b":109,"\u4ee5embedding\u5c42\u4e3a\u4f8b":93,"\u4ee5lstm\u4e3a\u4f8b":92,"\u4ef7\u683c":101,"\u4efb\u52a1\u6765\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":117,"\u4efb\u52a1\u88ab\u8c03\u5ea6\u5728\u96c6\u7fa4\u4e2d\u65f6":116,"\u4efb\u610f\u5c06\u4e00\u4e9b\u6570\u636e\u7ec4\u5408\u6210\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":101,"\u4efb\u610f\u65f6\u523b\u53ea\u53ef\u80fd\u540c\u65f6\u6709\u4e00\u53f0\u670d\u52a1\u5668\u6545\u969c":35,"\u4f18\u5316\u524d":56,"\u4f18\u5316\u540e":56,"\u4f18\u5316\u5668\u5219\u7528\u94fe\u5f0f\u6cd5\u5219\u6765\u5bf9\u6bcf\u4e2a\u53c2\u6570\u8ba1\u7b97\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6":107,"\u4f1a\u4ea7\u751f\u5f53\u524dpython\u4e8c\u8fdb\u5236\u7684\u5b8c\u6574\u8def\u5f84":113,"\u4f1a\u4ee5":[56,57],"\u4f1a\u4f7f\u7528\u76f8\u540c\u7684\u539f\u6570\u636e":56,"\u4f1a\u5148\u4e34\u65f6\u4fdd\u5b58\u5728":57,"\u4f1a\u5148\u8fdb\u884c\u53c2\u6570\u7684\u521d\u59cb\u5316\u4e0e\u89e3\u6790":120,"\u4f1a\u5171\u4eab\u53c2\u6570":93,"\u4f1a\u5173\u8054\u53c2\u6570":92,"\u4f1a\u5206\u522b\u4ecb\u7ecd\u96c6\u7fa4\u4f5c\u4e1a\u7684\u542f\u52a8\u548c\u505c\u6b62\u65b9\u6cd5":116,"\u4f1a\u52a0\u8f7d\u4e0a\u4e00\u8f6e\u7684\u53c2\u6570":125,"\u4f1a\u53d8\u6210\u8bcd\u8868\u4e2d\u7684\u4f4d\u7f6e":101,"\u4f1a\u542f\u52a8pserver\u4e0etrainer\u8fdb\u7a0b":120,"\u4f1a\u5728":[57,110],"\u4f1a\u5728\u5f53\u524d\u76ee\u5f55\u751f\u6210\u4e24\u4e2a\u5b50\u76ee\u5f55":110,"\u4f1a\u5728\u7f16\u8bd1paddlepaddle\u7684\u65f6\u5019\u4e0b\u8f7d\u5e76\u7f16\u8bd1mkl":57,"\u4f1a\u5927\u4e0d\u76f8\u540c":116,"\u4f1a\u5bf9\u6bcf\u4e00\u4e2a\u6fc0\u6d3b\u6682\u5b58\u4e00\u4e9b\u6570\u636e":91,"\u4f1a\u5bf9\u8fd9\u7c7b\u8f93\u5165\u8fdb\u884c\u62c6\u89e3":103,"\u4f1a\u5bfc\u81f4\u4e0d\u540c\u7248\u672cpython\u5728\u4e00\u4e2a\u8fdb\u7a0b\u91cc\u7684bug":60,"\u4f1a\u5c06\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u62fc\u63a5":103,"\u4f1a\u5c06\u7b2c\u4e00\u4e2a":91,"\u4f1a\u5f15\u5165":57,"\u4f1a\u6210\u4e3astep\u51fd\u6570\u7684\u8f93\u5165":103,"\u4f1a\u6253\u5370\u5230\u6807\u51c6\u8f93\u51fa":113,"\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":116,"\u4f1a\u628acpu\u7684buffer\u5bf9\u9f50\u4e3a4096":57,"\u4f1a\u62a5\u5982\u4e0b\u7684\u9519\u8bef":91,"\u4f1a\u62a5\u9519":103,"\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":57,"\u4f1a\u6dfb\u52a0\u76f8\u5e94\u7684\u811a\u672c\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":56,"\u4f1a\u751f\u6210\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6587\u4ef6":113,"\u4f1a\u76f4\u63a5\u62a5\u9519\u9000\u51fa":60,"\u4f1a\u76f8\u5e94\u5730\u6539\u53d8\u8f93\u51fa\u7684\u5c3a\u5bf8":107,"\u4f1a\u81ea\u52a8\u4f7f\u7528mklml\u5e93\u4f5c\u4e3apaddlepaddle\u7684cblas\u548clapack\u5e93":57,"\u4f1a\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684issu":106,"\u4f1a\u81ea\u52a8\u5728\u7f16\u8bd1\u65f6\u4e0b\u8f7d":94,"\u4f1a\u81ea\u52a8\u6839\u636e\u786c\u4ef6\u914d\u7f6e":57,"\u4f1a\u83b7\u53d6\u5f53\u524dnamespace\u4e0b\u7684\u6240\u6709pod":120,"\u4f1a\u88ab":116,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":103,"\u4f1a\u88ab\u62c6\u89e3\u4e3a\u975e\u5e8f\u5217":103,"\u4f1a\u88abpickle\u5e8f\u5217\u5316\u6210\u5b57\u7b26\u4e32":36,"\u4f1a\u9020\u6210\u90ae\u4ef6\u707e\u96be":106,"\u4f20\u5165":[2,36],"\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":93,"\u4f20\u9012\u7ed9\u914d\u7f6e\u6587\u4ef6\u7684\u53c2\u6570":125,"\u4f46":61,"\u4f46\u4e0d\u66b4\u9732":61,"\u4f46\u4e0d\u7528\u4e8e\u8ba1\u7b97\u68af\u5ea6":107,"\u4f46\u4e0d\u9700\u8981\u63d0\u524d\u521b\u5efa":125,"\u4f46\u4e8e\u53cc\u5c42\u5e8f\u5217\u7684lstm\u6765\u8bf4":101,"\u4f46\u548c\u5355\u5c42rnn\u4e0d\u540c":101,"\u4f46\u5b50\u53e5\u542b\u6709\u7684\u8bcd\u8bed\u6570\u53ef\u4ee5\u4e0d\u76f8\u7b49":103,"\u4f46\u5c3d\u91cf\u8bf7\u4fdd\u6301\u7f16\u8bd1\u548c\u8fd0\u884c\u4f7f\u7528\u7684cudnn\u662f\u540c\u4e00\u4e2a\u7248\u672c":94,"\u4f46\u5e76\u6ca1\u6709\u7ecf\u8fc7\u56de\u5f52\u6d4b\u8bd5":80,"\u4f46\u5e8f\u5217\u8f93\u51fa\u65f6":101,"\u4f46\u5f53\u8c03\u7528\u8fc7\u4e00\u6b21\u540e":2,"\u4f46\u622a\u65ad\u65f6\u673a\u4e0d\u540c":91,"\u4f46\u6240\u6709fork\u7684\u7248\u672c\u5e93\u7684\u6240\u6709\u5206\u652f\u90fd\u76f8\u5f53\u4e8e\u7279\u6027\u5206\u652f":80,"\u4f46\u662f":[91,101],"\u4f46\u662f\u53c8\u8fc7\u4e8e\u7410\u788e":61,"\u4f46\u662f\u5728mkl":57,"\u4f46\u662f\u5728paddlepaddle\u4e2d":57,"\u4f46\u662f\u5927\u90e8\u5206\u53c2\u6570\u662f\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u7684":124,"\u4f46\u662f\u5b50\u5e8f\u5217\u7684\u6570\u76ee\u5fc5\u987b\u4e00\u6837":101,"\u4f46\u662f\u5e76\u4e0d\u80fd\u4fdd\u8bc1\u53c2\u6570\u540c\u6b65\u66f4\u65b0":116,"\u4f46\u662f\u652f\u6301avx\u6307\u4ee4\u96c6":106,"\u4f46\u662f\u6574\u4e2a\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4e0d\u9700\u8981\u4efb\u4f55\u8f6c\u6362":57,"\u4f46\u662f\u6bcf\u4e2a\u6837\u672c\u4ec5\u5305\u542b\u51e0\u4e2a\u8bcd":127,"\u4f46\u662f\u6ce8\u610f\u7684\u662f":57,"\u4f46\u662f\u7a81\u7136\u6709\u4e00\u4e2a10000\u957f\u7684\u5e8f\u5217":91,"\u4f46\u662f\u865a\u62df\u7684\u4e0d\u4ec5\u4ec5\u662f":105,"\u4f46\u662f\u89e3\u91ca\u6027\u8bed\u8a00":60,"\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":113,"\u4f46\u662fbatch":91,"\u4f46\u6709\u503c\u7684\u5730\u65b9\u5fc5\u987b\u4e3a1":[2,98],"\u4f46\u6709\u503c\u7684\u90e8\u5206\u53ef\u4ee5\u662f\u4efb\u4f55\u6d6e\u70b9\u6570":[2,98],"\u4f46\u7531\u4e8ecuda\u5e93\u901a\u5e38\u9700\u8981cento":97,"\u4f46\u8fd9\u4e2a\u5173\u7cfb\u53ef\u80fd\u4e0d\u6b63\u786e":2,"\u4f46\u9700\u6ce8\u610f\u53cd\u5411op\u6ca1\u6709":108,"\u4f46eigen":109,"\u4f4d\u7f6e":101,"\u4f4f":101,"\u4f5c\u4e3a\u4e0b\u4e00\u4e2a\u5b50\u53e5memory\u7684\u521d\u59cb\u72b6\u6001":101,"\u4f5c\u4e3a\u4f8b\u5b50\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":104,"\u4f5c\u4e3a\u53c2\u6570\u5c5e\u6027":108,"\u4f5c\u4e3a\u53c2\u6570\u7684id":93,"\u4f5c\u4e3a\u53e6\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":57,"\u4f5c\u4e3a\u5b58\u50a8\u7cfb\u7edf":36,"\u4f5c\u4e3a\u5f53\u524d\u65f6\u523b\u8f93\u5165":103,"\u4f5c\u4e3a\u7c7b\u53e5\u67c4":60,"\u4f5c\u4e3a\u7f16\u8bd1\u5de5\u5177":94,"\u4f5c\u4e3a\u8f93\u51fa":104,"\u4f5c\u4e3aboot_layer\u4f20\u7ed9\u4e0b\u4e00\u4e2a\u5b50\u53e5\u7684memori":101,"\u4f5c\u7528":100,"\u4f60\u4e5f\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e09\u4e2a\u503c":136,"\u4f60\u4e5f\u53ef\u4ee5\u5148\u8df3\u8fc7\u672c\u6587\u7684\u89e3\u91ca\u73af\u8282":137,"\u4f60\u4e5f\u53ef\u4ee5\u7b80\u5355\u7684\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4":135,"\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u53c2\u6570\u4e2d\u589e\u52a0\u4e00\u4e2a\u53c2\u6570\u5982":136,"\u4f60\u53ea\u9700\u8981\u5728\u547d\u4ee4\u884c\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4":137,"\u4f60\u53ef\u4ee5\u4f7f\u7528":136,"\u4f60\u53ef\u4ee5\u5c06\u7f51\u7edc\u914d\u7f6e\u6210\u67d0\u4e9b\u5c42\u4f7f\u7528gpu\u8ba1\u7b97":127,"\u4f60\u53ef\u4ee5\u6267\u884c\u4e0a\u8ff0\u547d\u4ee4\u6765\u4e0b\u8f7d\u6240\u6709\u7684\u6a21\u578b\u548c\u5747\u503c\u6587\u4ef6":136,"\u4f60\u53ef\u4ee5\u901a\u8fc7\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u5f97\u5230resnet\u7f51\u7edc\u7684\u7ed3\u6784\u53ef\u89c6\u5316\u56fe":136,"\u4f60\u5c06\u4f1a\u770b\u5230\u4ee5\u4e0b\u7684\u6a21\u578b\u7ed3\u6784":135,"\u4f60\u5c06\u4f1a\u770b\u5230\u5982\u4e0b\u7ed3\u679c":136,"\u4f60\u5c06\u4f1a\u770b\u5230\u7279\u5f81\u5b58\u50a8\u5728":136,"\u4f60\u8fd8\u53ef\u4ee5\u901a\u8fc7\u8fd0\u884cdjango\u6846\u67b6\u76f4\u63a5\u6fc0\u6d3b\u5de5\u5177\u7684\u670d\u52a1\u5668":110,"\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":107,"\u4f60\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a\u8bbe\u5907\u7684id\u53f7":127,"\u4f60\u9700\u8981\u5728\u914d\u7f6ecmake\u65f6\u5c06":107,"\u4f60\u9700\u8981\u628a\u8be5\u6587\u4ef6\u52a0\u5165":107,"\u4f7f\u5176\u8f6c\u53d8\u4e3a\u7ef4\u5ea6\u4e3ahidden_dim\u7684\u65b0\u5411\u91cf":137,"\u4f7f\u5f97\u5355\u5143\u6d4b\u8bd5\u6709\u4e00\u4e2a\u5e72\u51c0\u7684\u73af\u5883":88,"\u4f7f\u5f97\u642d\u6a21\u578b\u65f6\u66f4\u65b9\u4fbf":107,"\u4f7f\u68af\u5ea6\u7684\u63d0\u4ea4\u548c\u53c2\u6570\u7684\u66f4\u65b0\u6309\u7167\u987a\u5e8f\u65b9\u5f0f\u6267\u884c":116,"\u4f7f\u7528":[57,61,80,91,92,93,101,103,104,107,113,114,125,129,137],"\u4f7f\u75280\u53f7\u548c1\u53f7gpu\u8ba1\u7b97fc2\u5c42":127,"\u4f7f\u75280\u53f7gpu\u8ba1\u7b97fc2\u5c42":127,"\u4f7f\u752810\u4e2a\u88c1\u526a\u56fe\u50cf\u5757":136,"\u4f7f\u75281\u53f7gpu\u8ba1\u7b97fc3\u5c42":127,"\u4f7f\u75282\u53f7\u548c3\u53f7gpu\u8ba1\u7b97fc3\u5c42":127,"\u4f7f\u7528\u4e00\u4e2a\u5c3a\u5ea6\u4e3a":107,"\u4f7f\u7528\u4e00\u4e2a\u8bcd\u524d\u4e24\u4e2a\u8bcd\u548c\u540e\u4e24\u4e2a\u8bcd":91,"\u4f7f\u7528\u4e0a\u6587\u521b\u5efa\u7684yaml\u6587\u4ef6\u521b\u5efakubernet":119,"\u4f7f\u7528\u4e0b\u9762\u547d\u4ee4":36,"\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5b83":110,"\u4f7f\u7528\u4e86\u540c\u6837\u7684parameter\u548cbia":93,"\u4f7f\u7528\u4ee5\u4e0a\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":98,"\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u6a21\u578b\u8bad\u7ec3":135,"\u4f7f\u7528\u52a8\u6001\u5e93":60,"\u4f7f\u7528\u53c2\u6570":[94,116],"\u4f7f\u7528\u540c\u6837\u7684\u8bad\u7ec3\u6570\u636eblock":35,"\u4f7f\u7528\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":129,"\u4f7f\u7528\u591a\u5757\u663e\u5361\u8bad\u7ec3":91,"\u4f7f\u7528\u591a\u7ebf\u7a0b\u8bad\u7ec3":91,"\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4":135,"\u4f7f\u7528\u5b66\u4e60\u5b8c\u6210\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u751f\u6210\u5e8f\u5217":104,"\u4f7f\u7528\u5b83\u4f1a\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":113,"\u4f7f\u7528\u5bb9\u5668\u65b9\u5f0f\u8fd0\u884c\u8bad\u7ec3\u4efb\u52a1\u7684kubernet":120,"\u4f7f\u7528\u6211\u4eec\u4e4b\u524d\u6784\u9020\u7684\u955c\u50cf":119,"\u4f7f\u7528\u6570\u503c\u6cd5\u68c0\u6d4b\u68af\u5ea6\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027":108,"\u4f7f\u7528\u6587\u6863":108,"\u4f7f\u7528\u663e\u5361\u8bad\u7ec3":91,"\u4f7f\u7528\u667a\u80fd\u6307\u9488\u7684\u539f\u56e0\u662f":61,"\u4f7f\u7528\u6848\u4f8b":126,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":116,"\u4f7f\u7528\u7684\u53c2\u6570\u4e0epaddlepaddle\u7533\u8bf7\u7684buffer\u5171\u7528\u4e00\u5757\u5185\u5b58":57,"\u4f7f\u7528\u76f8\u5bf9\u8def\u5f84\u7684\u5f15\u7528\u65b9\u5f0f":61,"\u4f7f\u7528\u8005\u4e0d\u9700\u8981\u5173\u5fc3":125,"\u4f7f\u7528\u8005\u53ea\u9700\u8981\u5173\u6ce8\u4e8e\u8bbe\u8ba1rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":103,"\u4f7f\u7528\u8005\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684python\u811a\u672c\u6765\u8bfb\u53d6\u53c2\u6570\u503c":136,"\u4f7f\u7528\u8005\u65e0\u9700\u5173\u5fc3\u8fd9\u4e2a\u53c2\u6570":125,"\u4f7f\u7528\u8005\u901a\u5e38\u65e0\u9700\u5173\u5fc3":125,"\u4f7f\u7528\u8be5learning_rate_schedule\u65f6":93,"\u4f7f\u7528\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u5b8c\u6210\u5bf9\u65b0\u6570\u636e\u7684\u9884\u6d4b":35,"\u4f7f\u7528\u8fd9\u79cd\u65b9\u5f0f":101,"\u4f7f\u7528\u8fdc\u7a0b\u7a00\u758f\u65b9\u5f0f\u8bad\u7ec3\u65f6":107,"\u4f7f\u7528\u9759\u6001\u5e93\u548c\u52a8\u6001\u5e93\u96be\u5ea6\u5dee\u4e0d\u591a":60,"\u4f7f\u7528\u9884\u8bad\u7ec3\u7684\u6807\u51c6\u683c\u5f0f\u8bcd\u5411\u91cf\u6a21\u578b":135,"\u4f7f\u7528args\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u8bbe\u7f6e":2,"\u4f7f\u7528c":61,"\u4f7f\u7528c99\u505a\u63a5\u53e3":60,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c11\u7684\u539f\u56e0\u662f":60,"\u4f7f\u7528c99\u800c\u4e0d\u4f7f\u7528c89":60,"\u4f7f\u7528checkgrad\u6a21\u5f0f\u65f6\u7684\u53c2\u6570\u53d8\u5316\u5927\u5c0f":125,"\u4f7f\u7528cmake\u7684\u8bdd":113,"\u4f7f\u7528cpu\u4e24\u7ebf\u7a0b\u8ba1\u7b97fc4\u5c42":127,"\u4f7f\u7528cpu\u8ba1\u7b97fc4\u5c42":127,"\u4f7f\u7528docker":95,"\u4f7f\u7528docker\u5b89\u88c5\u548c\u8fd0\u884cpaddlepaddle\u53ef\u4ee5\u65e0\u9700\u8003\u8651":95,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":96,"\u4f7f\u7528docker\u5c31\u4e0d\u7528\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u4e86":105,"\u4f7f\u7528docker\u6784\u5efapaddlepaddle\u7684\u6587\u6863":110,"\u4f7f\u7528docker\u7684\u60c5\u51b5\u4e0b":94,"\u4f7f\u7528eigen\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":129,"\u4f7f\u7528init":127,"\u4f7f\u7528lstm\u4f5c\u4e3aencod":101,"\u4f7f\u7528memory\u7684rnn\u5b9e\u73b0\u4fbf\u5982\u4e0b\u56fe\u6240\u793a":101,"\u4f7f\u7528model":127,"\u4f7f\u7528openblas\u7684\u955c\u50cf":95,"\u4f7f\u7528openblas\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":129,"\u4f7f\u7528paddlepaddl":137,"\u4f7f\u7528pip\u5b89\u88c5":96,"\u4f7f\u7528rdma\u8fd8\u662ftcp\u4f20\u8f93\u534f\u8bae":125,"\u4f7f\u7528regress":80,"\u4f7f\u7528swig\u53ea\u652f\u6301cpython\u89e3\u91ca\u5668":60,"\u4f7f\u7528swig\u9700\u8981\u591a\u8bed\u8a00\u7ed1\u5b9a\u7684\u5f00\u53d1\u4eba\u5458\u719f\u7ec3\u638c\u63e1swig\u914d\u7f6e":60,"\u4f7f\u7528void":60,"\u4f7f\u8be5\u5c42\u7684\u53c2\u6570\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u4fdd\u6301\u4e0d\u53d8":93,"\u4f86":101,"\u4f8b\u5982":[2,36,60,61,80,91,92,94,98,101,104,107,114,120,124,125,127,136,137],"\u4f8b\u5982\u4e0b\u56fe\u4e2d":113,"\u4f8b\u5982\u4f7f\u7528":91,"\u4f8b\u5982\u5728deepspeech2":56,"\u4f8b\u5982\u5bf9\u4e8ejava\u6216\u8005python":60,"\u4f8b\u5982\u5bf9\u4e8ejava\u6765\u8bf4":60,"\u4f8b\u5982\u5bf9\u4e8epython":60,"\u4f8b\u5982\u5c06\u7b2c\u4e00\u6761\u6570\u636e\u8f6c\u5316\u4e3a":101,"\u4f8b\u5982\u6587\u672c\u5206\u7c7b\u4e2d":101,"\u4f8b\u5982\u672c\u4f8b\u4e2d\u7684\u4e24\u4e2a\u7279\u5f81":101,"\u4f8b\u5982\u673a\u5668\u4e0a\u67094\u5757gpu":91,"\u4f8b\u5982c":60,"\u4f8b\u5982java\u4e0epython\u7684\u9519\u8bef\u5904\u7406\u662f\u76f4\u63a5\u6254\u51fa\u6765except":60,"\u4f8b\u5982output\u76ee\u5f55\u4e0b\u5c31\u5b58\u653e\u4e86\u8f93\u51fa\u7ed3\u679c":120,"\u4f8b\u5982python\u53ef\u4ee5\u4f7f\u7528":60,"\u4f8b\u5982python\u7684":60,"\u4f8b\u5982rnn":56,"\u4f8b\u5982sigmoid":107,"\u4f8b\u5982sigmoid\u53d8\u6362":137,"\u4f8b\u5b50\u4e2d\u4e3a3\u4e2a":116,"\u4f8b\u5b50\u4e2d\u662f":107,"\u4f8b\u5b50\u4e2d\u662f0":107,"\u4f8b\u5b50\u4e2d\u662f100":107,"\u4f8b\u5b50\u4e2d\u662f4096":107,"\u4f8b\u5b50\u4e2d\u662f8192":107,"\u4f8b\u5b50\u4e2d\u662ffc":107,"\u4f8b\u5b50\u4e2d\u662fsoftmax":107,"\u4f9bpaddlepaddle\u52a0\u8f7d":125,"\u4f9d\u636e\u662f\u5426\u5305\u542bkernel":108,"\u4f9d\u6b21\u7c7b\u63a8":80,"\u4f9d\u8d56":[94,97],"\u4f9d\u8d56\u73af\u5883\u5373\u53ef\u8fd0\u884c":95,"\u4f9d\u8d56libpython2":94,"\u4fbf\u5229":101,"\u4fbf\u548c\u5355\u5c42rnn\u914d\u7f6e\u4e2d\u7684":101,"\u4fbf\u5b9c":101,"\u4fbf\u662f\u5c06\u9759\u6001\u5e93\u52a0\u5165jvm\u4e2d":60,"\u4fdd\u5b58\u6a21\u578b\u53c2\u6570\u7684\u76ee\u5f55":125,"\u4fdd\u5b58\u7684\u53c2\u6570\u4e5f\u662ffloat\u7c7b\u578b":93,"\u4fdd\u5b58\u7f51\u7edc\u5c42\u8f93\u51fa\u7ed3\u679c\u7684\u76ee\u5f55":125,"\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c\u7684\u6587\u4ef6\u540d":125,"\u4fdd\u6301\u5bbd\u9ad8\u6bd4\u7f29\u653e\u5230\u77ed\u8fb9\u4e3a256":136,"\u4fdd\u6301\u5c3d\u91cf\u5c11\u7684commit":106,"\u4fe1\u53f7\u6765\u81ea\u52a8\u7ec8\u6b62\u5b83\u542f\u52a8\u7684\u6240\u6709\u8fdb\u7a0b":117,"\u4fee\u590d\u6240\u6709bug\u540e":80,"\u4fee\u590ddocker\u7f16\u8bd1\u955c\u50cf\u95ee\u9898":80,"\u4fee\u590dubuntu":80,"\u4fee\u6539":[57,80,119],"\u4fee\u6539\u542f\u52a8\u811a\u672c\u540e":119,"\u4fee\u6539\u6210":80,"\u4fee\u6539\u6210\u66f4\u5feb\u7684\u7248\u672c":114,"\u4fee\u6539\u6587\u6863":111,"\u503c\u5f97\u6ce8\u610f\u7684\u662f":[101,106],"\u503c\u5f97\u6df1\u5165\u5206\u6790":114,"\u503c\u7c7b\u578b":127,"\u5047\u5982\u6211\u4eec\u662f\u4e09\u5206\u7c7b\u95ee\u9898":93,"\u5047\u8bbe":107,"\u5047\u8bbe\u60a8\u5df2\u7ecf\u5728\u5f53\u524d\u76ee\u5f55":95,"\u5047\u8bbe\u635f\u5931\u51fd\u6570\u662f":107,"\u5047\u8bbe\u7b2c\u4e00\u4e2alayer\u7684\u8f93\u51faa\u662f\u4e00\u4e2a":91,"\u5047\u8bbe\u8bcd\u5411\u91cf\u7ef4\u5ea6\u4e3a32":135,"\u504f\u7f6e\u53c2\u6570":136,"\u504f\u7f6e\u53c2\u6570\u7684\u5927\u5c0f":107,"\u505a\u4e00\u4e2a\u4ecb\u7ecd":109,"\u505a\u53ea\u8bfb\u6302\u8f7d":36,"\u505a\u5982\u4e0b\u51e0\u4e2a\u64cd\u4f5c":80,"\u505a\u63a5\u53e3":60,"\u505a\u68af\u5ea6\u68c0\u6d4b":108,"\u505a\u68c0\u67e5":108,"\u505c\u6b62\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":35,"\u505c\u6b62\u52a0\u8f7d\u6570\u636e":125,"\u505c\u7535":101,"\u5141\u8bb8\u5916\u7f51\u8bbf\u95ee\u8fd9\u4e2ahttp\u670d\u52a1":113,"\u5143\u7d20":100,"\u5143\u7d20\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684\u8f93\u5165\u4fe1\u606f":100,"\u5145\u5206\u53d1\u6325\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":56,"\u5145\u5206\u5c55\u73b0\u82f1\u7279\u5c14\u5e73\u53f0\u7684\u4f18\u52bf":57,"\u5148\u4ece\u5355\u7ebf\u7a0b\u5f00\u59cb":113,"\u5148\u5b8c\u6210\u5bf9\u6743\u91cd\u7684packing\u64cd\u4f5c":56,"\u5148\u5b9e\u73b0\u6a21\u578b\u63a8\u65ad\u7684api":61,"\u5148\u627e\u51fa\u53c2\u6570":92,"\u5148\u67e5\u770b\u4e00\u4e0b\u662f\u5426\u66fe\u7ecf\u5b89\u88c5\u8fc7paddl":88,"\u5148\u68c0\u67e5\u5173\u952e\u8def\u5f84\u7684\u6027\u80fd\u95ee\u9898":113,"\u5148\u8c03\u7528initializer\u51fd\u6570":137,"\u514b\u9686\u4e0b\u9762":131,"\u5168\u5bb6":101,"\u5168\u8fde\u63a5\u5c42":135,"\u5168\u8fde\u63a5\u5c42\u4ee5\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":107,"\u5168\u8fde\u63a5\u5c42\u6743\u91cd":136,"\u5168\u8fde\u63a5\u5c42\u6ca1\u6709\u7f51\u7edc\u5c42\u914d\u7f6e\u7684\u8d85\u53c2\u6570":107,"\u5168\u8fde\u63a5\u5c42\u7684\u5b9e\u73b0\u4f4d\u4e8e":107,"\u5168\u8fde\u63a5\u5c42\u7684\u6bcf\u4e2a\u8f93\u51fa\u90fd\u8fde\u63a5\u5230\u4e0a\u4e00\u5c42\u7684\u6240\u6709\u7684\u795e\u7ecf\u5143\u4e0a":107,"\u5168\u8fde\u63a5\u5c42python\u5c01\u88c5\u7684\u4f8b\u5b50\u4e2d\u5305\u542b\u4e0b\u9762\u51e0\u6b65":107,"\u516c\u5f0f":95,"\u5171\u4eab\u4e00\u4e2aop\u5b9a\u4e49":108,"\u5171\u4eab\u5185\u5b58":57,"\u5171\u4eab\u540c\u4e00\u4e2a\u6743\u91cd":56,"\u5171\u4eab\u540c\u4e00\u4e2akernel\u65f6":108,"\u5171\u4eab\u5b58\u50a8\u6302\u5728\u7684\u8def\u5f84":120,"\u5171\u670932":135,"\u5173\u4e8e\u5728paddlepaddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen\u5e93":108,"\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217":101,"\u5173\u4e8e\u6784\u5efa\u548c\u6d4b\u8bd5\u7684\u66f4\u591a\u4fe1\u606f":106,"\u5173\u4e8eavx":95,"\u5173\u4e8eeigen":109,"\u5173\u4e8elstm":92,"\u5173\u4e8epaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":120,"\u5173\u4e8epaddlepaddle\u7684\u66f4\u591a\u4f7f\u7528\u65b9\u6cd5\u8bf7\u53c2\u8003":98,"\u5173\u4e8eunbound":103,"\u5173\u952e\u8bcd\u5305\u62ec":106,"\u5176\u4e2d":[2,60,80,91,93,98,104,107,113,129,131,135,136],"\u5176\u4e2d156\u548c285\u662f\u8fd9\u4e9b\u56fe\u50cf\u7684\u5206\u7c7b\u6807\u7b7e":136,"\u5176\u4e2d\u5305\u542b\u4e86\u7528\u6237\u7684\u8bad\u7ec3\u7a0b\u5e8f":116,"\u5176\u4e2d\u5305\u542b\u6240\u4f9d\u8d56\u7684\u6240\u6709\u7b2c\u4e09\u65b9\u5e93":130,"\u5176\u4e2d\u5305\u542b\u6240\u6709c":130,"\u5176\u4e2d\u5305\u542bpaddlepaddle\u7684c":130,"\u5176\u4e2d\u6587\u672c\u8f93\u5165\u7c7b\u578b\u5b9a\u4e49\u4e3a\u6574\u6570\u65f6\u5e8f\u7c7b\u578binteger_value_sequ":137,"\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":100,"\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":136,"\u5176\u4e2dcheckgrad\u4e3b\u8981\u4e3a\u5f00\u53d1\u8005\u4f7f\u7528":125,"\u5176\u4e2dmean\u548cstd\u662f\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u53c2\u6570":125,"\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":98,"\u5176\u4e3b\u8981\u63a5\u53e3\u5982\u4e0b":109,"\u5176\u4ed6\u4eba\u53ef\u4ee5\u590d\u73b0\u95ee\u9898\u4ee5\u4fbf\u5e2e\u52a9":105,"\u5176\u4ed6\u5185\u5b58\u6742\u9879":91,"\u5176\u4ed6\u5185\u5b58\u6742\u9879\u662f\u6307paddlepaddle\u672c\u8eab\u6240\u7528\u7684\u4e00\u4e9b\u5185\u5b58":91,"\u5176\u4ed6\u51fd\u6570\u5747\u8fd4\u56de":61,"\u5176\u4ed6\u53c2\u6570\u4f7f\u7528":2,"\u5176\u4ed6\u53c2\u6570\u8bf7\u53c2\u8003":137,"\u5176\u4ed6\u6240\u6709\u5c42\u90fd\u4f1a\u4f7f\u7528gpu\u8ba1\u7b97":127,"\u5176\u4ed6\u7528\u6237\u7684fork\u7248\u672c\u5e93\u5e76\u4e0d\u9700\u8981\u4e25\u683c\u9075\u5b88":80,"\u5176\u4ed6\u7684\u4f9d\u8d56\u8f6f\u4ef6":94,"\u5176\u4ed6\u914d\u7f6e\u53c2\u6570":[129,130],"\u5176\u4ed6\u9ad8\u7ea7\u529f\u80fd\u5305\u62ec\u5b9a\u4e49\u591a\u4e2amemori":104,"\u5176\u4f1a\u81ea\u52a8\u88ab\u52a0\u5165\u7f16\u8bd1\u5217\u8868":107,"\u5176\u4f59\u884c\u662f":135,"\u5176\u4f5c\u7528\u662f\u5c06\u6570\u636e\u4f20\u5165\u5185\u5b58\u6216\u663e\u5b58":1,"\u5176\u5305\u62ec\u4e24\u4e2a\u51fd\u6570":137,"\u5176\u53c2\u6570\u5982\u4e0b":2,"\u5176\u547d\u4ee4\u5982\u4e0b":113,"\u5176\u5b83\u90e8\u5206\u548c\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u7ed3\u6784\u4e00\u81f4":137,"\u5176\u5b83layer\u7684\u8f93\u51fa":103,"\u5176\u5b9e\u4e5f\u662f\u548c\u6bcf\u4e2amini":91,"\u5176\u6b21":[2,101,137],"\u5176\u8bf4\u660e\u5982\u4e0b":101,"\u5176\u8f6c\u6362\u6b21\u6570\u51cf\u5c11\u81f3":56,"\u5176\u8f93\u51fa\u88ab\u7528\u4f5cmemory\u7684\u521d\u59cb\u503c":104,"\u5176name\u7531\u53c2\u6570":92,"\u5177\u4f53\u4f7f\u7528\u65b9\u6cd5\u4e3a":[61,91],"\u5177\u4f53\u505a\u6cd5\u8bf7\u53c2\u8003":105,"\u5177\u4f53\u539f\u56e0\u53c2\u8003":61,"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003":[2,91,107],"\u5177\u4f53\u53ef\u4ee5\u53c2\u8003mkl":57,"\u5177\u4f53\u53ef\u53c2\u8003\u6587\u6863":103,"\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u6bd4\u5982":[56,57],"\u5177\u4f53\u60c5\u51b5\u56e0\u4eba\u800c\u5f02":114,"\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b":88,"\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b":88,"\u5177\u4f53\u6d41\u7a0b\u5982\u4e0b":137,"\u5177\u4f53\u7684\u5b8c\u6210\u72b6\u6001\u53ef\u4ee5\u53c2\u89c1":57,"\u5177\u4f53\u7684\u683c\u5f0f\u8bf4\u660e":2,"\u5177\u4f53\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":88,"\u5177\u4f53\u8bf7\u53c2\u7167\u793a\u4f8b":136,"\u5177\u4f53\u8bf7\u53c2\u8003":[2,61,106],"\u5177\u4f53\u8bf7\u89c1":106,"\u5177\u6709\u76f8\u540c\u7684\u7ed3\u679c\u4e86":101,"\u5185":104,"\u5185\u5b58":114,"\u5185\u5b58\u4e0d\u8db3":89,"\u5185\u5b58\u5bb9\u9650\u9608\u503c":125,"\u5185\u5bb9":[108,137],"\u5185\u5bb9\u5982\u4e0b":119,"\u5185\u5c42inner_step\u7684recurrent_group\u548c\u5355\u5c42\u5e8f\u5217\u7684\u51e0\u4e4e\u4e00\u6837":101,"\u5185\u5df2\u7ecf\u5305\u542bpaddlepaddle\u7684\u6267\u884c\u7a0b\u5e8f\u4f46\u662f\u8fd8\u6ca1\u4e0a\u8ff0\u529f\u80fd":120,"\u5185\u90e8":120,"\u5185\u90e8\u5b58\u50a8":57,"\u5185\u90e8\u9a71\u52a8python\u89e3\u91ca\u5668\u8fdb\u884c\u6a21\u578b\u914d\u7f6e\u89e3\u6790\u548c\u6570\u636e\u8bfb\u53d6":60,"\u518d\u4ee5":108,"\u518d\u5199\u5165\u7f51\u7edc\u53c2\u6570":93,"\u518d\u5728\u6bcf\u4e00\u4e2aapi\u4e2d\u81ea\u5df1\u68c0\u67e5\u7c7b\u578b":60,"\u518d\u57fa\u4e8e":80,"\u518d\u5b89\u88c5":[88,97],"\u518d\u5bf9\u6bcf\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u8fdb\u884c\u5904\u7406":101,"\u518d\u5bf9\u6bcf\u4e00\u53e5\u8bdd\u7684\u7f16\u7801\u5411\u91cf\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u6bb5\u843d\u7684\u5411\u91cf":101,"\u518d\u5bf9\u8fd9\u4e2a\u6bb5\u843d\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":101,"\u518d\u5c06\u66f4\u65b0\u540e\u7684\u53c2\u6570\u4e0b\u53d1\u5230\u6bcf\u4e2a\u8ba1\u7b97\u8282\u70b9":116,"\u518d\u5f00\u542f\u591a\u7ebf\u7a0b":113,"\u518d\u628a\u5df2\u8f6c\u6362\u4e3apacked\u683c\u5f0f\u7684\u6570\u636e\u4f20\u9012\u7ed9\u90a3\u4e9b\u590d\u7528\u540c\u4e00\u6570\u636e\u7684gemm":56,"\u518d\u6307\u5b9a":94,"\u518d\u68c0\u67e5\u5176\u4ed6\u90e8\u5206\u7684\u6027\u80fd\u95ee\u9898":113,"\u518d\u6b21\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":114,"\u518d\u6b21\u8fdb\u884c\u6027\u80fd\u5206\u6790":113,"\u518d\u7528\u8fd9\u4e2a\u68af\u5ea6\u53bb\u548c":107,"\u518d\u901a\u8fc7\u51fd\u6570":120,"\u5199\u4ee3\u7801":60,"\u5199\u5165\u5feb\u7167\u6570\u636e":35,"\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":107,"\u5199\u7684":113,"\u51c6\u5907":101,"\u51c6\u5907\u60a8\u7684\u8ba1\u7b97\u96c6\u7fa4":116,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":121,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e\u548c\u9a8c\u8bc1\u6570\u636e\u96c6":116,"\u51c6\u5907\u9884\u6d4b\u6570\u636e":4,"\u51cf\u5c0f\u5e8f\u5217\u7684\u957f\u5ea6":91,"\u51cf\u5c0f\u8fd9\u4e2a\u5185\u5b58\u6c60\u5373\u53ef\u51cf\u5c0f\u5185\u5b58\u5360\u7528":91,"\u51cf\u5c0fbatch":91,"\u51e0\u53f0\u5230\u51e0\u5343\u53f0\u89c4\u6a21":116,"\u51fa\u53bb\u73a9":101,"\u51fa\u5dee":101,"\u51fa\u6765":101,"\u51fa\u73b0":88,"\u51fa\u73b0\u4ee5\u4e0b\u9519\u8bef":93,"\u51fa\u73b0\u8be5\u9519\u8bef\u7684\u539f\u56e0\u4e00\u822c\u662f\u7528\u6237\u5bf9\u4e0d\u540clayer\u7684\u53c2\u6570":92,"\u51fa\u73b0\u8fd9\u4e2a\u95ee\u9898\u7684\u4e3b\u8981\u539f\u56e0\u662f":[88,97],"\u51fd\u6570":[2,56,57,104,107,113,114],"\u51fd\u6570\u4e2d\u4f7f\u7528":2,"\u51fd\u6570\u4e2d\u64cd\u4f5c\u7684\u91cd\u8981\u53d8\u91cf\u7684\u8be6\u7ec6\u89e3\u91ca":108,"\u51fd\u6570\u5047\u8bbe":104,"\u51fd\u6570\u52a0\u5230\u4ee3\u7801\u4e2d":114,"\u51fd\u6570\u5373\u53ef\u5b8c\u6210\u8f6c\u6362":36,"\u51fd\u6570\u53ea\u5173\u6ce8\u4e8ernn\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8ba1\u7b97":103,"\u51fd\u6570\u540d":113,"\u51fd\u6570\u540d\u4e3a":61,"\u51fd\u6570\u547d\u540d":60,"\u51fd\u6570\u5b9a\u4e49\u8f93\u5165":108,"\u51fd\u6570\u5b9e\u9645\u4f7f\u7528\u7684\u603b\u65f6\u95f4":113,"\u51fd\u6570\u5c31\u662f\u6839\u636e\u8be5\u673a\u5236\u914d\u7f6e\u7684":2,"\u51fd\u6570\u5f97\u5230\u7684\u68af\u5ea6\u53bb\u5bf9\u6bd4":107,"\u51fd\u6570\u5fc5\u987b\u5148\u8c03\u7528\u57fa\u7c7b\u4e2d\u7684\u51fd\u6570":107,"\u51fd\u6570\u5fc5\u987b\u8fd4\u56de\u4e00\u4e2a\u6216\u591a\u4e2alayer\u7684\u8f93\u51fa":103,"\u51fd\u6570\u603b\u65f6\u95f4":113,"\u51fd\u6570\u6307\u51fa\u4e86\u5728\u8bad\u7ec3\u65f6\u9700\u8981\u4ece\u53c2\u6570\u670d\u52a1\u5668\u53d6\u51fa\u7684\u884c":107,"\u51fd\u6570\u6765\u5c06\u4fe1\u606f\u8f93\u51fa\u5230\u754c\u9762\u4e2d":114,"\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":107,"\u51fd\u6570\u7684\u5f00\u5934\u5fc5\u987b\u8c03\u7528":107,"\u51fd\u6570\u7684\u603b\u5171\u8017\u65f6\u5f88\u957f":113,"\u51fd\u6570\u7684\u8c03\u7528\u6b21\u6570":113,"\u51fd\u6570\u91cc\u5b9e\u73b0":108,"\u5206\u4e3a\u597d\u8bc4":137,"\u5206\u522b\u4e3a":135,"\u5206\u522b\u4ece\u8bcd\u8bed\u548c\u53e5\u5b50\u7ea7\u522b\u7f16\u7801\u8f93\u5165\u6570\u636e":103,"\u5206\u522b\u4ee3\u8868\u8f93\u5165\u6570\u636e":57,"\u5206\u522b\u4f7f\u7528\u5355\u53cc\u5c42rnn\u4f5c\u4e3a\u7f51\u7edc\u914d\u7f6e\u7684\u6a21\u578b":101,"\u5206\u522b\u5b9a\u4e49\u5b50\u53e5\u7ea7\u522b\u548c\u8bcd\u8bed\u7ea7\u522b\u4e0a\u9700\u8981\u5b8c\u6210\u7684\u8fd0\u7b97":103,"\u5206\u522b\u662f":100,"\u5206\u522b\u662frnn\u72b6\u6001\u548c\u8f93\u5165\u7684\u53d8\u6362\u77e9\u9635":104,"\u5206\u522b\u662fsentences\u548clabel":101,"\u5206\u522b\u662fwords\u548clabel":101,"\u5206\u522b\u8ba1\u7b97\u6bcf\u4e2a\u53c2\u6570\u7684\u68af\u5ea6":107,"\u5206\u522b\u8fdb\u884c\u5e8f\u5217\u64cd\u4f5c":101,"\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":35,"\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":116,"\u5206\u5e03\u5f0f\u8bad\u7ec3":111,"\u5206\u5e03\u5f0f\u8bad\u7ec3\u67b6\u6784\u5982\u4e0b\u56fe\u6240\u793a":116,"\u5206\u6210\u4e24\u90e8\u5206":2,"\u5206\u652f":[80,106],"\u5206\u652f\u4e00\u65e6\u5efa\u7acb":80,"\u5206\u652f\u4e0a":106,"\u5206\u652f\u4e0a\u521b\u5efa\u65b0\u5206\u652f":106,"\u5206\u652f\u4e2d":80,"\u5206\u652f\u4e3a\u5f00\u53d1":80,"\u5206\u652f\u4e3a\u6bcf\u4e00\u6b21release\u65f6\u5efa\u7acb\u7684\u4e34\u65f6\u5206\u652f":80,"\u5206\u652f\u4e3a\u7a33\u5b9a":80,"\u5206\u652f\u529f\u80fd\u7684\u5c01\u95ed":80,"\u5206\u652f\u5408\u5165":80,"\u5206\u652f\u5408\u5165master\u5206\u652f":80,"\u5206\u652f\u540c\u6b65\u4e3b\u7248\u672c\u5e93\u7684":80,"\u5206\u652f\u540d":106,"\u5206\u652f\u540d\u4e3a":80,"\u5206\u652f\u5b58\u5728\u7684\u65f6\u5019":80,"\u5206\u652f\u6d3e\u751f\u51fa\u65b0\u7684\u5206\u652f":80,"\u5206\u652f\u7528\u6765\u6d4b\u8bd5\u53ea\u9700\u8981\u8ba1\u7b97\u4e00\u4e2a\u8f93\u5165\u68af\u5ea6\u7684\u60c5\u51b5":108,"\u5206\u652f\u7684\u7248\u672c\u90fd\u662f\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5\u548c\u56de\u5f52\u6d4b\u8bd5\u7684\u7248\u672c":80,"\u5206\u652f\u7684\u7248\u672c\u90fd\u7ecf\u8fc7\u5355\u5143\u6d4b\u8bd5":80,"\u5206\u652f\u7684\u76ee\u6807\u673a\u7248openblas\u5e93":129,"\u5206\u652f\u89c4\u8303":106,"\u5206\u6790\u5f97\u5230\u7684\u4fe1\u606f\u7528\u4e8e\u534f\u52a9\u8fdb\u884c\u7a0b\u5e8f\u7684\u4f18\u5316":114,"\u5206\u7247":35,"\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":136,"\u5206\u8bcd\u5e8f\u5217\u7684\u5f00\u59cb":135,"\u5206\u8bcd\u5e8f\u5217\u7684\u7ed3\u675f":135,"\u5206\u8bcd\u98ce\u683c\u5982\u4e0b":135,"\u5206\u914d\u5230\u5f53\u524d\u6570\u636e\u5757\u6837\u672c\u6570\u7684\u56db\u5206\u4e4b\u4e00":125,"\u5206\u9694":135,"\u5207\u6362\u5230":106,"\u5207\u6362\u5230\u6240\u5efa\u5206\u652f":106,"\u5217\u540d":113,"\u5217\u8868\u5982\u4e0b":[2,98],"\u5219\u4e0d\u5728\u4e4e\u5185\u5b58\u6682\u5b58\u591a\u5c11\u6761\u6570\u636e":2,"\u5219\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":107,"\u5219\u4f1a\u4f7f\u7528openblas\u4f5c\u4e3ablas\u5e93":94,"\u5219\u4f1a\u9884\u5148\u8bfb\u53d6\u5168\u90e8\u6570\u636e\u5230\u5185\u5b58\u4e2d":2,"\u5219\u4f7f\u7528":130,"\u5219\u4f7f\u7528\u540c\u6b65\u8bad\u7ec3":125,"\u5219\u4f7f\u7528\u542f\u52a8\u53c2\u6570\u5b9a\u4e49\u7684\u521d\u59cb\u5316\u65b9\u6cd5\u521d\u59cb\u5316\u53c2\u6570":35,"\u5219\u4f7f\u7528\u8be5\u53c2\u6570\u4f5c\u4e3a\u9ed8\u8ba4\u503c":125,"\u5219\u53ef\u8bbe\u7f6e":[129,130,131],"\u5219\u5b57\u4e0e\u5b57\u4e4b\u95f4\u7528\u7a7a\u683c\u5206\u9694":137,"\u5219\u5e76\u4e0d\u4f1a\u7b49\u5f85\u6240\u6709trainer\u63d0\u4ea4\u68af\u5ea6\u624d\u66f4\u65b0\u53c2\u6570":116,"\u5219\u5ffd\u7565":35,"\u5219\u603b\u4f1a\u663e\u793a\u963b\u9694\u6458\u8981\u4fe1\u606f":125,"\u5219\u628a\u53e6\u4e00\u4e2a\u6162\u901f\u7684kill\u6389":35,"\u5219\u63a8\u8350\u5927\u4e8e\u8bad\u7ec3\u65f6batch":2,"\u5219\u662f\u5e26gui\u7684nvidia\u53ef\u89c6\u5316\u6027\u80fd\u5206\u6790\u5de5\u5177":114,"\u5219\u663e\u793a\u963b\u9694\u6027\u80fd\u7684\u6458\u8981\u4fe1\u606f":125,"\u5219\u76f4\u63a5\u5f15\u5165\u53e6\u4e00\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5219\u8bbe\u7f6e\u6210":[129,131],"\u5219\u9700\u8981\u4f7f\u7528\u7b49\u4e8e\u6743\u91cd\u53c2\u6570\u89c4\u6a21\u5927\u7ea65\u500d\u7684\u5185\u5b58":91,"\u5219\u9700\u8981\u5206\u522b\u7f16\u8bd1\u771f\u673a\u548c\u6a21\u62df\u5668\u7248\u672c":130,"\u5219\u9700\u8981\u56de\u6eda\u5230\u4e0a\u4e00\u4e2a\u68c0\u67e5\u70b9":35,"\u5219\u9700\u8981\u5728\u672c\u673a\u5b89\u88c5\u4e0b\u9762\u7ae0\u8282\u5217\u51fa\u7684":94,"\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":116,"\u521b\u5efa":57,"\u521b\u5efa\u4e00\u4e2a":99,"\u521b\u5efa\u4e00\u4e2akubernet":120,"\u521b\u5efa\u5e76\u5207\u6362\u5230\u65b0\u5206\u652f":106,"\u521b\u5efa\u6210\u529f\u540e":120,"\u521b\u5efa\u65e5\u5fd7\u76ee\u5f55":121,"\u521b\u5efagener":2,"\u521d\u59cb\u5316\u4e4b\u540e":4,"\u521d\u59cb\u5316\u504f\u7f6e\u5411\u91cf":107,"\u521d\u59cb\u5316\u65f6\u8c03\u7528\u7684\u51fd\u6570":2,"\u521d\u59cb\u5316\u6743\u91cd\u8868":107,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84":125,"\u521d\u59cb\u5316\u6a21\u578b\u7684\u8def\u5f84\u914d\u7f6e\u4e3a":135,"\u521d\u59cb\u5316\u7236\u7c7b":107,"\u521d\u59cb\u5316biases_":107,"\u521d\u59cb\u5316paddlepaddle\u73af\u5883":4,"\u521d\u59cb\u72b6\u6001":103,"\u5220\u9664":106,"\u5220\u9664\u78c1\u76d8\u76ee\u5f55\u4e2d\u4e0d\u662f\u5f53\u524duuid\u7684\u5feb\u7167\u6587\u4ef6":35,"\u5224\u65ad\u662f\u5426\u5b89\u88c5\u6210\u529f":130,"\u5229\u7528\u5206\u5e03\u5f0f\u8bad\u7ec3\u9a7e\u9a6d\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":91,"\u5229\u7528\u5355\u8bcdid\u67e5\u627e\u8be5\u5355\u8bcd\u5bf9\u5e94\u7684\u8fde\u7eed\u5411\u91cf":137,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u5f0f\u6765\u8fdb\u884c":91,"\u5229\u7528\u8fd9\u79cd\u7279\u6027":103,"\u5229\u7528\u903b\u8f91\u56de\u5f52\u6a21\u578b\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u5206\u7c7b":137,"\u5229\u843d":101,"\u522b\u4eba\u5e2e\u4e86\u5fd9":106,"\u522b\u5fd8\u4e86":105,"\u5230":[35,88,104],"\u5230\u672c\u5730":106,"\u5230\u6b64":108,"\u5236\u4f5c\u65b0\u955c\u50cf\u6765\u5b8c\u6210\u4ee5\u4e0a\u7684\u5de5\u4f5c":120,"\u5236\u4f5cpaddlepaddle\u955c\u50cf":120,"\u5237\u7259":101,"\u524d\u4e00\u7bc7\u6587\u7ae0\u4ecb\u7ecd\u4e86\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673apaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":120,"\u524d\u53f0":101,"\u524d\u540e\u7684\u7f51\u7edc\u6027\u80fd":56,"\u524d\u5411\u4f20\u64ad":107,"\u524d\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u5165":107,"\u524d\u5411\u548c\u540e\u5411":107,"\u524d\u5411op\u5b9e\u73b0\u5b8c\u6210":108,"\u524d\u8005\u5728":91,"\u524d\u8005\u5b58\u50a8op\u7684\u8f93\u5165\u8f93\u51fa\u548c\u53c2\u6570\u5c5e\u6027":108,"\u524d\u8005\u622a\u65ad\u53ef\u5b66\u4e60\u53c2\u6570\u7684\u68af\u5ea6":91,"\u524d\u8005op\u7684\u5b9a\u4e49\u7ee7\u627f\u81ea":108,"\u524d\u81ea\u52a8\u68c0\u67e5\u4e00\u4e9b\u57fa\u672c\u4e8b\u5b9c":106,"\u524d\u9700\u8981\u5b89\u88c5":113,"\u524d\u9988":116,"\u5269\u4e0b\u7684pass\u4f1a\u76f4\u63a5\u4ece\u5185\u5b58\u91cc":2,"\u529f\u80fd":45,"\u529f\u80fd\u7684\u6b63\u786e\u6027\u5305\u62ec\u9a8c\u8bc1paddlepaddle\u76ee\u524d\u7684":80,"\u52a0\u4e0a\u504f\u7f6e\u5411\u91cf":107,"\u52a0\u4e86l2\u6b63\u5219\u548c\u68af\u5ea6\u622a\u65ad":137,"\u52a0\u5165":114,"\u52a0\u6743\u548c\u7528\u6765\u751f\u6210":104,"\u52a0\u6743\u7f16\u7801\u5411\u91cf":104,"\u52a0\u8f7d\u5177\u4f53\u7f51\u7edc\u53c2\u6570":93,"\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":93,"\u52a0\u8f7dtest":125,"\u52a0\u901f\u7f16\u8bd1":94,"\u52a0\u901fpaddlepaddle\u8bad\u7ec3\u53ef\u4ee5\u8003\u8651\u4ece\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762":91,"\u52a8\u6001\u5e93":60,"\u52a9\u624b":107,"\u5305":113,"\u5305\u542b20\u4e2a\u8bad\u7ec3\u6837\u4f8b":135,"\u5305\u542b3\u4e2a\u5c5e\u6027":135,"\u5305\u542b\u4e86\u67d0\u79cd\u7c7b\u578b\u7684\u7c7b\u578b\u5b9a\u4e49\u548c\u66b4\u9732\u7684\u5168\u90e8\u51fd\u6570":61,"\u5305\u542b\u4f46\u4e0d\u9650\u4e8e":94,"\u5305\u542b\u6d4b\u8bd5\u6570\u636e\u96c6\u7684\u76ee\u5f55":116,"\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684\u76ee\u5f55":116,"\u5305\u542b\u8fd9\u4e2a\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":113,"\u5305\u542bkernel\u7684op\u548c\u4e0d\u5305\u542bkernel\u7684op":108,"\u5305\u62ec":[36,56,57,116,125,137],"\u5305\u62ec\u4ee5\u4e0b\u4e24\u79cd":2,"\u5305\u62ec\u5b57\u7b26\u4e32\u5206\u914d":91,"\u5305\u62ec\u6743\u91cdw\u548c\u504f\u7f6eb":35,"\u5305\u62ec\u751f\u6210cpu":94,"\u5305\u62ec\u795e\u7ecf\u7f51\u7edc\u62d3\u6251\u7ed3\u6784":98,"\u5305\u62ec\u7b80\u5355\u7684":137,"\u5305\u62ecbool":127,"\u5305\u62eclinux":129,"\u5305\u62ecmkl":57,"\u5305\u7684\u65b9\u6cd5\u662f":88,"\u533a\u522b\u662f\u540c\u65f6\u5904\u7406\u4e86\u4e24\u4e2a\u8f93\u5165":101,"\u533a\u522b\u662frnn\u4f7f\u7528\u4e24\u5c42\u5e8f\u5217\u6a21\u578b":101,"\u5341\u4e00":101,"\u534e\u6da6\u4e07\u5bb6":101,"\u534f\u540c\u5b8c\u6210releas":80,"\u5355\u4e2a\u503c":36,"\u5355\u4f4d\u662fmb":125,"\u5355\u5143\u6d4b\u8bd5":[105,109],"\u5355\u5143\u6d4b\u8bd5\u4f1a\u5f15\u7528site":88,"\u5355\u5143\u6d4b\u8bd5\u4f1a\u88ab\u81ea\u52a8\u52a0\u5165\u5de5\u7a0b\u8fdb\u884c\u7f16\u8bd1":108,"\u5355\u5143\u6d4b\u8bd5\u5728\u5185\u7684\u6240\u6709\u5355\u5143\u6d4b\u8bd5":105,"\u5355\u5143\u6d4b\u8bd5checkgrad_ep":124,"\u5355\u53cc\u5c42\u5e8f\u5217\u7684\u53e5\u5b50\u662f\u4e00\u6837\u7684":101,"\u5355\u53cc\u5c42rnn":102,"\u5355\u5c42":103,"\u5355\u5c42\u4e0d\u7b49\u957frnn":101,"\u5355\u5c42\u548c\u53cc\u5c42\u5e8f\u5217\u7684\u4f7f\u7528\u548c\u793a\u4f8b2\u4e2d\u7684\u793a\u4f8b\u7c7b\u4f3c":101,"\u5355\u5c42\u5e8f\u5217":100,"\u5355\u5c42\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20":100,"\u5355\u5c42\u5e8f\u5217\u7b2ci\u4e2a\u5143\u7d20":100,"\u5355\u5c42\u6216\u53cc\u5c42":100,"\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":101,"\u5355\u5c42rnn":[101,103],"\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":101,"\u5355\u673acpu\u8bad\u7ec3":91,"\u5355\u673agpu\u8bad\u7ec3":91,"\u5355\u6b65\u51fd\u6570":104,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u5728":104,"\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570\u90fd\u975e\u5e38\u7b80\u5355":104,"\u5355\u6b65\u51fd\u6570\u7684\u5b9e\u73b0\u5982\u4e0b\u6240\u793a":104,"\u5355\u6d4b\u5305\u62ec\u5bf9\u6bd4\u524d\u5411op\u4e0d\u540c\u8bbe\u5907":108,"\u5355\u70b9\u6545\u969c":35,"\u5355\u7eaf\u7684":113,"\u5355\u8fdb\u5355\u51fa":103,"\u5360\u4f4d\u7b26":135,"\u5360\u7528\u4e8617":113,"\u536b\u751f":101,"\u5373":[61,91,92,108,110,120,137],"\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":101,"\u5373\u4e0b\u8f7d\u5931\u8d25":88,"\u5373\u4e0d\u5141\u8bb8\u5728":108,"\u5373\u4e0d\u8981\u5c06\u6bcf\u4e00\u4e2a\u6837\u672c\u90fd\u653e\u5165train":2,"\u5373\u4e0d\u9700\u8981\u4f7f\u7528memori":101,"\u5373\u4e3a\u4e00\u4e2a\u65f6\u95f4\u6b65":101,"\u5373\u4e3a\u5355\u5c42rnn\u5e8f\u5217\u7684\u4f7f\u7528\u4ee3\u7801":101,"\u5373\u4e3a\u65f6\u95f4\u5e8f\u5217\u7684\u8f93\u5165":101,"\u5373\u4e3a\u8fd9\u4e2a\u53cc\u5c42rnn\u7684\u7f51\u7edc\u7ed3\u6784":101,"\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u6587\u4ef6\u7684\u540d\u5b57":2,"\u5373\u4e8c\u7ef4\u6570\u7ec4":101,"\u5373\u4f7f\u7528":[61,92],"\u5373\u4f7f\u7528\u6237\u76f4\u63a5\u5f15\u7528\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5373\u4f7f\u95f4\u9694\u5f88\u5c0f":125,"\u5373\u4f7fc":61,"\u5373\u4f7fprocess\u51fd\u6570\u91cc\u9762\u53ea\u6709\u4e00\u4e2ayield":2,"\u5373\u4f8b\u5982":61,"\u5373\u4fbf\u662f":105,"\u5373\u4fbf\u8bbe\u7f6e":88,"\u5373\u4fbfpaddl":61,"\u5373\u521d\u59cb\u72b6\u6001\u4e3a0":103,"\u5373\u5305\u542b\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u5373\u5355\u65f6\u95f4\u6b65\u6267\u884c\u7684\u51fd\u6570":104,"\u5373\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":101,"\u5373\u53cc\u5c42rnn\u7684\u6bcf\u4e2a\u72b6\u6001":103,"\u5373\u53ef":106,"\u5373\u53ef\u4ee5\u6781\u5927\u7684\u52a0\u901f\u6570\u636e\u8f7d\u5165\u6d41\u7a0b":91,"\u5373\u53ef\u4f7f\u7528\u5f00\u53d1\u955c\u50cf\u6765\u7f16\u8bd1android\u7248paddlepaddl":129,"\u5373\u53ef\u5728":131,"\u5373\u53ef\u5f00\u59cb\u4e0b\u8f7d":97,"\u5373\u53ef\u5f00\u59cb\u4e0b\u9762\u7684\u6b65\u9aa4":95,"\u5373\u53ef\u663e\u793a\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":113,"\u5373\u53ef\u68c0\u67e5\u6211\u4eec\u8c03\u4f18\u540e\u7684\u4fee\u6b63\u662f\u5426\u80fd\u591f\u6539\u5584\u7a0b\u5e8f\u7684\u6027\u80fd":113,"\u5373\u5728\u53cc\u5c42\u5e8f\u5217\u7684\u539f\u59cb\u6570\u636e\u4e2d":101,"\u5373\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":91,"\u5373\u5927\u90e8\u5206\u503c\u4e3a0":[2,98],"\u5373\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u7684\u6700\u5c11\u51fd\u6570":61,"\u5373\u5bf9\u7b2c\u4e09\u6b65\u8fdb\u884c\u66ff\u6362":137,"\u5373\u5c06\u4e00\u6bb5\u82f1\u6587\u6587\u672c\u6570\u636e":2,"\u5373\u5c06\u4e00\u6bb5\u8bdd\u8fdb\u884c\u5206\u7c7b":101,"\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":101,"\u5373\u6211\u4eec\u53ef\u4ee5\u5148\u5b9a\u4e49\u4e00\u4e2atensor":109,"\u5373\u628a\u5355\u5c42rnn\u751f\u6210\u540e\u7684subseq\u7ed9\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u53cc\u5c42seq":103,"\u5373\u6574\u4e2a\u53cc\u5c42group\u662f\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":101,"\u5373\u6574\u4e2a\u8f93\u5165\u5e8f\u5217":100,"\u5373\u6574\u6570\u6570\u7ec4":101,"\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":101,"\u5373\u662f\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684\u7f51\u7edc\u8fde\u63a5":101,"\u5373\u66b4\u9732":61,"\u5373\u7279\u5f81\u7684\u6570\u7ec4":101,"\u5373\u7f51\u5361\u540d":120,"\u5373\u82e5\u5e72\u6570\u636e\u6587\u4ef6\u8def\u5f84\u7684\u67d0\u4e00\u4e2a":2,"\u5373\u8868\u793a\u4e0d\u9700\u8981\u8f6c\u6362":57,"\u5373\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0nan\u6216\u8005inf":91,"\u5373\u8bbe\u7f6e":91,"\u5373\u8fd0\u884c\u8bad\u7ec3\u7a0b\u5e8f":95,"\u5373\u8fd9\u4e2a\u52a8\u6001\u5e93\u662f\u4e0d\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4efb\u4f55\u6587\u4ef6\u7684":60,"\u5373define_py_data_sources2\u5e94\u6539\u4e3a":93,"\u5373input":103,"\u5373rnn\u4e4b\u95f4\u6709\u4e00\u6b21\u5d4c\u5957\u5173\u7cfb":101,"\u5377\u79ef\u5c42\u6743\u91cd":136,"\u5377\u79ef\u7f51\u7edc\u662f\u4e00\u79cd\u7279\u6b8a\u7684\u4ece\u8bcd\u5411\u91cf\u8868\u793a\u5230\u53e5\u5b50\u8868\u793a\u7684\u65b9\u6cd5":137,"\u5378\u8f7dpaddlepaddle\u5305":88,"\u538b\u6241\u6210\u4e3aeigen\u7684\u4e00\u7ef4tensor":109,"\u538b\u7f29\u6210\u4e00\u4e2a\u5411\u91cf":101,"\u539f\u56e0":[88,106],"\u539f\u56e0\u5728\u4e8e\u6ca1\u6709\u628a\u673a\u5668\u4e0acuda\u76f8\u5173\u7684\u9a71\u52a8\u548c\u5e93\u6620\u5c04\u5230\u5bb9\u5668\u5185\u90e8":88,"\u539f\u56e0\u662f\u6bcf\u4e2a\u56de\u590d\u90fd\u4f1a\u53d1\u9001\u4e00\u5c01\u90ae\u4ef6":106,"\u539f\u6765\u7684\u65b9\u6848":57,"\u53bb\u8fc7":101,"\u53c2\u6570":[2,6,7,8,9,10,11,13,14,15,18,21,23,25,28,60,91,105,107,120,124,135,136],"\u53c2\u6570\u4e3a":108,"\u53c2\u6570\u5171\u4eab\u7684\u914d\u7f6e\u793a\u4f8b\u4e3a":93,"\u53c2\u6570\u540d":136,"\u53c2\u6570\u548c\u73af\u5883\u53d8\u91cf":116,"\u53c2\u6570\u6570\u91cf":137,"\u53c2\u6570\u670d\u52a1\u5668":[116,124],"\u53c2\u6570\u670d\u52a1\u5668\u4e4b\u95f4\u4e0d\u76f8\u4e92\u4f9d\u8d56":116,"\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":116,"\u53c2\u6570\u670d\u52a1\u5668\u63a5\u6536\u4ece\u8ba1\u7b97\u8282\u70b9\u4e0a\u4f20\u7684\u68af\u5ea6":116,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":125,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u76d1\u542c\u7aef\u53e3":125,"\u53c2\u6570\u670d\u52a1\u5668\u7684\u7f51\u7edc\u8bbe\u5907\u540d\u79f0":125,"\u53c2\u6570\u670d\u52a1\u5668\u7684ip\u5730\u5740":125,"\u53c2\u6570\u670d\u52a1\u5668\u7a00\u758f\u66f4\u65b0\u7684\u53c2\u6570\u5206\u5757\u5927\u5c0f":125,"\u53c2\u6570\u6765\u63a7\u5236\u7f13\u5b58\u65b9\u6cd5":91,"\u53c2\u6570\u6982\u8ff0":126,"\u53c2\u6570\u7684\u89e3\u6790":120,"\u53c2\u6570\u7ef4\u5ea6":135,"\u53c2\u6570\u884c":135,"\u53c2\u6570\u8bbe\u7f6e":90,"\u53c2\u6570\u8bbe\u7f6e\u4e86\u5916\u5c42":101,"\u53c2\u6570\u8bf4\u660e":116,"\u53c2\u6570\u8bf4\u660e\u5bb9\u5668\u5df2\u4ea4\u4e92\u5f0f\u8fd0\u884c":95,"\u53c2\u6570\u8f93\u5165":91,"\u53c2\u6570\u9700\u8981\u5b9e\u73b0":104,"\u53c2\u7167\u4e0a\u8ff0\u6b65\u9aa4\u66f4\u65b0":106,"\u53c2\u8003":[45,60,95],"\u53c2\u8003\u5f3a\u8c03\u90e8\u5206":114,"\u53c2\u8003\u65f6\u95f4\u5e8f\u5217":101,"\u53c2\u8003\u6837\u4f8b\u6570\u636e\u51c6\u5907\u811a\u672c":116,"\u53c2\u8003\u955c\u50cf\u7684":120,"\u53c8":101,"\u53c8\u53ef\u4ee5\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8f6c\u6362":57,"\u53c8\u662f\u4e00\u4e2a\u5355\u5c42\u7684\u5e8f\u5217":100,"\u53c8\u8981\u4fdd\u8bc1\u6570\u636e\u662f\u968f\u673a\u7684":91,"\u53ca":107,"\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u9690\u85cf\u72b6\u6001":104,"\u53cc\u5411\u9a8c\u8bc1":45,"\u53cc\u5c42":103,"\u53cc\u5c42\u4e0d\u7b49\u957frnn":101,"\u53cc\u5c42\u5e8f\u5217":100,"\u53cc\u5c42\u5e8f\u5217\u6216\u5355\u5c42\u5e8f\u5217":100,"\u53cc\u5c42\u5e8f\u5217\u6570\u636e\u4e00\u5171\u67094\u4e2a\u6837\u672c":101,"\u53cc\u5c42\u5e8f\u5217\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u5e8f\u5217":100,"\u53cc\u5c42\u5e8f\u5217\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":103,"\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u4e2d\u6bcf\u4e2a\u5143\u7d20":100,"\u53cc\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u53cc\u5c42\u6216\u8005\u5355\u5c42":100,"\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u7684\u4ee3\u7801":101,"\u53cc\u5c42rnn":103,"\u53cc\u5c42rnn\u6570\u636e\u968f\u610f\u52a0\u4e86\u4e00\u4e9b\u9694\u65ad":101,"\u53cc\u5c42rnn\u987e\u540d\u601d\u4e49":101,"\u53cc\u8fdb\u5355\u51fa":103,"\u53cc\u8fdb\u53cc\u51fa":103,"\u53cd\u5411\u4f20\u64ad":107,"\u53cd\u5411\u4f20\u64ad\u6839\u636e\u8f93\u51fa\u7684\u68af\u5ea6":107,"\u53cd\u5411\u8ba1\u7b97\u5df2\u7ecf\u81ea\u52a8\u96c6\u6210\u8fdb\u6d4b\u8bd5\u6846\u67b6":108,"\u53cd\u5411op\u7684\u68af\u5ea6\u6d4b\u8bd5":108,"\u53cd\u5411op\u7c7b":108,"\u53cd\u5411op\u7c7b\u7684\u5b9a\u4e49":108,"\u53cd\u5411opkernel\u7684\u5b9a\u4e49\u4e0e\u524d\u5411op\u7c7b\u4f3c":108,"\u53d1\u5e03\u5230dockerhub":80,"\u53d1\u5e03\u5230github":80,"\u53d1\u6563\u5230\u4e86\u4e00\u4e2a\u6570\u503c\u7279\u522b\u5927\u7684\u5730\u65b9":91,"\u53d1\u884c\u548c\u7ef4\u62a4":106,"\u53d1\u9001\u53c2\u6570\u7684\u7aef\u53e3\u53f7":125,"\u53d6\u503c\u76f8\u540c\u7684layer":92,"\u53d6\u5176\u4e2d\u4e00\u4e2a\u6a21\u578bparams_pass_90":98,"\u53d6\u51b3\u4e8e":108,"\u53d8\u6362\u77e9\u9635":107,"\u53d8\u91cf\u6765\u533a\u5206layer\u7684\u5c5e\u6027":57,"\u53d8\u91cf\u6765\u8bbe\u7f6e\u5185\u5b58\u4e2d\u6682\u5b58\u7684\u6570\u636e\u6761":2,"\u53e3\u5934":101,"\u53e5\u5b50\u8868\u793a\u7684\u8ba1\u7b97\u66f4\u65b0\u4e3a\u4e24\u6b65":137,"\u53e6\u4e00\u4e2a\u65b9\u6cd5\u662f\u4ea4\u53c9\u7f16\u8bd1":131,"\u53e6\u4e00\u4e2a\u662f\u5185\u5b58\u64cd\u4f5c\u91cf":114,"\u53e6\u4e00\u4e2a\u662f\u6bcf\u6761\u5e8f\u5217":91,"\u53e6\u4e00\u79cd\u65b9\u5f0f\u662f\u5c06\u7f51\u7edc\u5c42\u5212\u5206\u5230\u4e0d\u540c\u7684gpu\u4e0a\u53bb\u8ba1\u7b97":127,"\u53e6\u5916":[101,105],"\u53e6\u5916\u4e24\u4e2a\u5206\u522b\u662f\u6ed1\u52a8\u5747\u503c\u548c\u65b9\u5dee":136,"\u53e6\u5916\u6700\u65b0\u7684pip\u5b98\u65b9\u6e90\u4e2d\u7684\u5b89\u88c5\u5305\u9ed8\u8ba4\u662fmanylinux1\u6807\u51c6":97,"\u53ea\u4f5c\u4e3aread":103,"\u53ea\u4fdd\u5b58\u6700\u540e\u4e00\u8f6e\u7684\u53c2\u6570":125,"\u53ea\u5728\u7b2c\u4e00\u6b21cmake\u7684\u65f6\u5019\u6709\u6548":94,"\u53ea\u5bf9\u7279\u6b8a\u5728\u7ebf\u7cfb\u7edf\u8003\u8651\u4e24\u53f0\u4ee5\u4e0a\u540c\u65f6\u6545\u969c\u7684\u5bb9\u707e":35,"\u53ea\u622a\u53d6\u4e2d\u5fc3\u65b9\u5f62\u7684\u56fe\u50cf\u533a\u57df":136,"\u53ea\u662f\u53cc\u5c42\u5e8f\u5217\u5c06\u5176\u53c8\u505a\u4e86\u5b50\u5e8f\u5217\u5212\u5206":101,"\u53ea\u662f\u5c06\u53e5\u5b50\u7528\u8fde\u7eed\u5411\u91cf\u8868\u793a\u66ff\u6362\u4e3a\u7528\u7a00\u758f\u5411\u91cf\u8868\u793a":137,"\u53ea\u662f\u8bf4\u660e\u6570\u636e\u7684\u987a\u5e8f\u662f\u91cd\u8981\u7684":2,"\u53ea\u66b4\u9732\u6982\u5ff5\u7684\u63a5\u53e3":61,"\u53ea\u6709":101,"\u53ea\u67092\u4e2a\u914d\u7f6e\u4e0d\u4e00\u6837":135,"\u53ea\u6709\u5728\u9047\u5230\u9700\u8981":96,"\u53ea\u6709\u5f53\u8bbe\u7f6e\u4e86spars":125,"\u53ea\u7528\u4e8e\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d\u6307\u5b9a\u8f93\u5165\u6570\u636e":103,"\u53ea\u80fd\u5728recurrent_group\u4e2d\u4f5c\u4e3astep":92,"\u53ea\u80fd\u6d4b\u8bd5\u5355\u4e2a\u6a21\u578b":127,"\u53ea\u80fd\u8bbf\u95ee\u5b83\u4eec\u7684\u8f93\u51fa\u503c":92,"\u53ea\u80fd\u8c03\u7528paddle\u7684\u52a8\u6001\u5e93":60,"\u53ea\u8981\u4e00\u7cfb\u5217\u7279\u5f81\u6570\u636e\u4e2d\u7684":101,"\u53ea\u8981\u51fa\u73b0\u6d6e\u70b9\u6570\u5f02\u5e38":91,"\u53ea\u8bfbmemory\u8f93\u5165":103,"\u53ea\u9488\u5bf9\u5185\u5b58":91,"\u53ea\u9700\u4e2d\u65ad":117,"\u53ea\u9700\u7528\u60a8\u5b9a\u4e49\u7684\u76ee\u5f55\u4fee\u6539":117,"\u53ea\u9700\u77e5\u9053\u8fd9\u662f\u4e00\u4e2a\u6807\u8bb0\u5c5e\u6027\u7684\u65b9\u6cd5\u5c31\u53ef\u4ee5\u4e86":2,"\u53ea\u9700\u8981":104,"\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":35,"\u53ef\u4ee5":[95,101,106,110],"\u53ef\u4ee5\u4ece":95,"\u53ef\u4ee5\u4ece\u6211\u4eec\u7684ci\u7cfb\u7edf\u4e2d\u4e0b\u8f7d\u6700\u65b0\u7684whl\u5b89\u88c5\u5305\u548cc":97,"\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":93,"\u53ef\u4ee5\u4f7f\u7528":[93,116],"\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u66f4\u65b0\u60a8\u7684pip":97,"\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u4ee3\u7801":93,"\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u6570\u636e\u7c7b\u578b\u7684":93,"\u53ef\u4ee5\u4f7f\u7528\u8be5\u53c2\u6570":125,"\u53ef\u4ee5\u4f7f\u7528kubernetes\u7684\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":120,"\u53ef\u4ee5\u4f7f\u7528python\u7684":4,"\u53ef\u4ee5\u51cf\u5c0f\u7cfb\u7edf\u590d\u6742\u6027":35,"\u53ef\u4ee5\u51cf\u5c11\u7f13\u5b58\u6c60\u7684\u5927\u5c0f":91,"\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a":119,"\u53ef\u4ee5\u521b\u5efa\u975e":108,"\u53ef\u4ee5\u52a0\u901fpaddlepaddle\u7684\u8ba1\u7b97":95,"\u53ef\u4ee5\u53c2\u8003":[95,101,104,105,106],"\u53ef\u4ee5\u53c2\u8003\u4e0b\u9762\u7684\u6b65\u9aa4\u6392\u67e5":89,"\u53ef\u4ee5\u53c2\u8003\u4fdd\u5b58\u5728":135,"\u53ef\u4ee5\u53c2\u8003paddlepaddl":98,"\u53ef\u4ee5\u540c\u65f6\u5728cpu":109,"\u53ef\u4ee5\u544a\u8bc9\u60a8\u67d0\u4e2a\u64cd\u4f5c\u5230\u5e95\u82b1\u4e86\u591a\u957f\u65f6\u95f4":114,"\u53ef\u4ee5\u5728":[94,117],"\u53ef\u4ee5\u5728\u4efb\u4f55\u673a\u5668\u4e0a\u6267\u884c\u7684":60,"\u53ef\u4ee5\u5728\u5171\u4eab\u5b58\u50a8\u4e0a\u67e5\u770b\u8f93\u51fa\u7684\u65e5\u5fd7\u548c\u6a21\u578b":120,"\u53ef\u4ee5\u5728\u8fd9\u4e2a":106,"\u53ef\u4ee5\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684sgd\u65b9\u6cd5\u7684\u8bad\u7ec3":116,"\u53ef\u4ee5\u5b9e\u73b0\u4ecepaddl":109,"\u53ef\u4ee5\u5c06\u67d0\u4e00\u4e2a\u51fd\u6570\u6807\u8bb0\u6210\u4e00\u4e2apydataprovider2":2,"\u53ef\u4ee5\u5c06cmake":113,"\u53ef\u4ee5\u5c06memory\u7406\u89e3\u4e3a\u4e00\u4e2a\u65f6\u5ef6\u64cd\u4f5c":103,"\u53ef\u4ee5\u5c06op\u5206\u4e3a\u4e24\u79cd":108,"\u53ef\u4ee5\u5c1d\u8bd5\u4ee5\u4e0b\u7684\u65b9\u6cd5":95,"\u53ef\u4ee5\u5e2e\u60a8\u63d0\u4f9b\u4e00\u4e9b\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u7684\u5efa\u8bae":114,"\u53ef\u4ee5\u5e76\u884c\u7f16\u8bd1\u5417":105,"\u53ef\u4ee5\u5feb\u901f\u5728\u672c\u5730\u542f\u52a8\u4e00\u4e2a\u5305\u542b\u4e86paddlepaddle\u5b98\u65b9book\u6559\u7a0b\u7684jupyt":95,"\u53ef\u4ee5\u6267\u884c":[88,97],"\u53ef\u4ee5\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u7f16\u8bd1\u751f\u6210\u6587\u6863":110,"\u53ef\u4ee5\u6267\u884cctest\u547d\u4ee4\u5373\u53ef":94,"\u53ef\u4ee5\u628a\u5b83\u60f3\u8c61\u4e3a\u4e00\u4e2a\u7c7b\u4f3c":105,"\u53ef\u4ee5\u628a\u672c\u5730\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5b58\u50a8\u96c6\u7fa4\u4e2d":36,"\u53ef\u4ee5\u6307\u5b9a\u540c\u65f6\u6267\u884cgpu\u4e0a\u7684\u5355\u5143\u6d4b\u8bd5":94,"\u53ef\u4ee5\u6307\u5b9a\u54ea\u4e00\u4e2a\u8f93\u5165\u548c\u8f93\u51fa\u5e8f\u5217\u4fe1\u606f\u4e00\u81f4":101,"\u53ef\u4ee5\u6307\u5b9a\u5f00\u542f\u81ea\u52a8\u68c0\u6d4bsm\u67b6\u6784":94,"\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u65b9\u6cd5":94,"\u53ef\u4ee5\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":[100,103],"\u53ef\u4ee5\u662f\u4e00\u4e2a\u975e\u5e8f\u5217":103,"\u53ef\u4ee5\u662f\u4ece\u5206\u5e03\u5f0f\u5b58\u50a8\u6302\u8f7d\u8fc7\u6765\u7684":116,"\u53ef\u4ee5\u662f\u4ee5\u4e0b\u51e0\u79cd":107,"\u53ef\u4ee5\u663e\u793a\u5730\u6307\u5b9a\u4e00\u4e2alayer\u7684\u8f93\u51fa\u7528\u4e8e\u521d\u59cb\u5316memori":103,"\u53ef\u4ee5\u66f4\u6709\u6b21\u5e8f\u7684\u5b8c\u6210\u6027\u80fd\u7684\u4f18\u5316":113,"\u53ef\u4ee5\u6709\u4ee5\u4e0b\u4e24\u79cd":103,"\u53ef\u4ee5\u6709\u6548\u51cf\u5c0f\u7f51\u7edc\u7684\u963b\u585e":125,"\u53ef\u4ee5\u6709\u6548\u7684\u907f\u514dparamet":35,"\u53ef\u4ee5\u67e5\u770b":120,"\u53ef\u4ee5\u67e5\u770b\u6b64pod\u8fd0\u884c\u7684\u5bbf\u4e3b\u673a":119,"\u53ef\u4ee5\u6d4b\u8bd5\u591a\u4e2a\u6a21\u578b":127,"\u53ef\u4ee5\u7528":[45,105],"\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":36,"\u53ef\u4ee5\u7528\u5982\u4e0b\u547d\u4ee4":106,"\u53ef\u4ee5\u7528\u6765\u8ba1\u7b97cpu\u51fd\u6570\u6216cuda\u5185\u6838\u7684\u65f6\u95f4\u6d88\u8017":114,"\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u975e\u5e8f\u5217\u8f93\u5165":100,"\u53ef\u4ee5\u770b\u51fa":116,"\u53ef\u4ee5\u770b\u5230\u6700\u8017\u65f6\u7684\u51fd\u6570\u662fc":113,"\u53ef\u4ee5\u7cbe\u786e\u8bf4\u660e\u4e00\u4e2a\u957f\u8017\u65f6\u64cd\u4f5c\u7684\u5177\u4f53\u539f\u56e0":114,"\u53ef\u4ee5\u7ee7\u7eed\u5728\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f\u63d0\u4ea4\u4ee3\u7801":80,"\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u7b97\u6cd5":91,"\u53ef\u4ee5\u8054\u7cfbop":89,"\u53ef\u4ee5\u8054\u7cfbop\u662f\u5426\u53ef\u4ee5\u66f4\u6362\u96c6\u7fa4\u6216\u5347\u7ea7\u5f53\u524d\u96c6\u7fa4":89,"\u53ef\u4ee5\u88c5\u7684\u662f":105,"\u53ef\u4ee5\u8bbe\u7f6e":[113,129,130,131],"\u53ef\u4ee5\u8bbf\u95ee\u7531recurr":92,"\u53ef\u4ee5\u8c03\u7528resize\u63a5\u53e3\u8fdb\u884c\u6539\u53d8":109,"\u53ef\u4ee5\u8f7b\u677e\u5730\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":98,"\u53ef\u4ee5\u8fd0\u884c":116,"\u53ef\u4ee5\u9009\u5728\u5728\u5f53\u524d\u673a\u5668\u5b89\u88c5\u4e5f\u53ef\u4ee5\u62f7\u8d1d\u5230\u76ee\u6807\u673a\u5668\u5b89\u88c5":94,"\u53ef\u4ee5\u9009\u62e9\u662f\u5426\u4f7f\u7528\u53c2\u6570":127,"\u53ef\u4ee5\u901a\u8fc7":106,"\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u8fd9\u4e24\u4e2a\u51fd\u6570\u6765\u5b9e\u73b0\u590d\u6742\u7684\u7f51\u7edc\u914d\u7f6e":104,"\u53ef\u4ee5\u901a\u8fc7\u7f51\u9875\u6d4f\u89c8":95,"\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528":4,"\u53ef\u4ee5\u901a\u8fc7\u9636\u6bb5\u6027\u7684\u4fdd\u5b58\u6bcf\u4e2aparamet":35,"\u53ef\u4ee5\u901a\u8fc7show_parameter_stats_period\u8bbe\u7f6e\u6253\u5370\u53c2\u6570\u4fe1\u606f\u7b49":137,"\u53ef\u4ee5\u91c7\u53d6\u4e0b\u9762\u51e0\u70b9\u63aa\u65bd":113,"\u53ef\u4ee5\u91cd\u547d\u540d\u8fd9\u4e2awhl\u5305\u4e3a":[88,97],"\u53ef\u5728\u547d\u4ee4\u884c\u6267\u884c":130,"\u53ef\u663e\u5f0f\u6307\u5b9a\u4e3a":130,"\u53ef\u7528\u4e8e\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u89e3\u6790\u8fd9\u4e9b\u53c2\u6570":127,"\u53ef\u7528\u5728\u6d4b\u8bd5\u6216\u8bad\u7ec3\u65f6\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b":137,"\u53ef\u80fd\u4f1a\u5bfc\u81f4\u51fa\u9519":120,"\u53ef\u80fd\u4f1a\u9020\u6210\u7f51\u7edc\u62e5\u585e":35,"\u53ef\u80fd\u7684\u4ee3\u7801\u4e3a":91,"\u53ef\u80fd\u7684\u539f\u56e0\u662f":93,"\u53ef\u80fd\u7684\u60c5\u51b5\u4e0b":114,"\u53ef\u80fd\u9700\u8981\u6ce8\u610f\u7ed9\u8fd9\u4e2a\u865a\u62df\u673a\u591a\u5206\u914d\u4e00\u4e9b":105,"\u53ef\u89c1\u8be5\u8ba1\u7b97\u7531\u4e24\u4e2a\u8f93\u5165":108,"\u53ef\u8bbe\u7f6e":[129,130],"\u53ef\u8bbe\u7f6e\u4e3a":130,"\u53ef\u8bbe\u7f6e\u7684\u76ee\u6807\u67b6\u6784\u5982\u4e0b\u8868\u6240\u793a":130,"\u53ef\u9009":[2,94,107,116],"\u53ef\u9009\u7684\u4e0d\u540c\u7f16\u8bd1\u73af\u5883docker\u955c\u50cf":94,"\u53ef\u91c7\u7528\u7b2c\u4e8c\u79cd\u65b9\u5f0f":92,"\u53f3\u8fb9\u662f":136,"\u5403":101,"\u5403\u996d":101,"\u5404\u65b9\u9762":101,"\u5404\u6b21\u524d\u5411\u4e4b\u95f4\u4e5f\u90fd\u4f7f\u7528\u4e86\u76f8\u540c\u7684\u6743\u91cd":56,"\u5404\u9879\u66f4\u52a0\u5177\u4f53\u7684\u5355\u5143\u6d4b\u8bd5\u5728":108,"\u5408":101,"\u5408\u7406":101,"\u540c\u4e00\u6b21\u524d\u5411":56,"\u540c\u65f6":[56,57,88,91,114],"\u540c\u65f6\u4e5f\u4f1a\u8bfb\u53d6\u76f8\u5173\u8def\u5f84\u53d8\u91cf\u6765\u8fdb\u884c\u641c\u7d22":94,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u52a0\u901f\u5f00\u59cb\u8bad\u7ec3\u524d\u6570\u636e\u8f7d\u5165\u7684\u8fc7\u7a0b":91,"\u540c\u65f6\u4e5f\u53ef\u4ee5\u901a\u8fc7":106,"\u540c\u65f6\u4e5f\u80fd\u591f\u5f15\u5165\u66f4\u52a0\u590d\u6742\u7684\u8bb0\u5fc6\u673a\u5236":103,"\u540c\u65f6\u4f1a\u5f00\u542fintel":57,"\u540c\u65f6\u4f1a\u8ba1\u7b97\u5206\u7c7b\u51c6\u786e\u7387":137,"\u540c\u65f6\u4f60\u53ef\u4ee5\u4f7f\u7528":136,"\u540c\u65f6\u4f7f\u7528\u4e86l2\u6b63\u5219":137,"\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":114,"\u540c\u65f6\u518d\u5c06":80,"\u540c\u65f6\u53c8\u5c3d\u53ef\u80fd\u5c11\u7684\u727a\u7272mkl":57,"\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":91,"\u540c\u65f6\u5c06\u53c2\u6570\u521d\u59cb\u5316\u4e3a":93,"\u540c\u65f6\u628a\u5f53\u524d\u76ee\u5f55":105,"\u540c\u65f6\u63d0\u8d77":80,"\u540c\u65f6\u6570\u636e\u683c\u5f0f\u5c31\u662f":57,"\u540c\u65f6\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":127,"\u540c\u65f6\u8bbe\u7f6e\u5185\u5b58\u7f13\u5b58\u529f\u80fd":91,"\u540c\u65f6\u8bbe\u7f6e\u5b83\u7684input_types\u5c5e\u6027":2,"\u540c\u65f6\u8f93\u51fa\u5e8f\u5217\u5c42\u548c\u975e\u5e8f\u5217\u5c42":91,"\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":98,"\u540c\u6837\u4e5f\u53ef\u4ee5\u5728\u6d4b\u8bd5\u6a21\u5f0f\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84":125,"\u540c\u6837\u53ef\u4ee5\u6269\u5c55\u5230\u53cc\u5c42\u5e8f\u5217\u7684\u5904\u7406\u4e0a":103,"\u540c\u6837\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u548c\u5c5e\u6027\u53c2\u6570":108,"\u540c\u6b65\u6267\u884c\u64cd\u4f5c\u7684\u7ebf\u7a0b\u6570":125,"\u540c\u7406":108,"\u540d\u5b57\u4fee\u9970":60,"\u540d\u79f0":137,"\u540e":[93,94,106,120,129,130,131],"\u540e\u5411":56,"\u540e\u5411\u4f20\u64ad":107,"\u540e\u5411\u4f20\u64ad\u7ed9\u5b9a\u8f93\u51fa\u7684\u68af\u5ea6":107,"\u540e\u5411\u65f6\u590d\u7528\u5df2\u7ecf\u8f6c\u6362\u8fc7\u7684\u6743\u91cd":56,"\u540e\u7f00\u4e3a":116,"\u540e\u8005\u5728\u6fc0\u6d3b\u51fd\u6570\u53cd\u5411\u8ba1\u7b97\u65f6\u88ab\u8c03\u7528":91,"\u540e\u8005\u622a\u65ad\u56de\u4f20\u7ed9\u524d\u5c42\u7684\u68af\u5ea6":91,"\u540e\u8005\u7528\u4e8e\u68c0\u67e5\u53c2\u6570\u5c5e\u6027\u7684\u5408\u6cd5\u6027":108,"\u540e\u8005\u7ee7\u627f\u81ea":108,"\u540e\u9988":116,"\u5411\u6307\u5b9a\u7684\u76ee\u5f55\u4e2d\u4e00\u4e2a\u65b0\u7684\u6587\u4ef6":35,"\u5411\u91cfenable_parallel_vector":124,"\u5411paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u63d0\u4ea4":80,"\u5417":105,"\u5426\u5219":[1,108,129,131],"\u5426\u5219\u4f1a\u628a":106,"\u5426\u5219\u4f7f\u7528\u591a\u673a\u8bad\u7ec3":125,"\u5426\u5219\u4f7f\u7528cpu\u6a21\u5f0f":125,"\u5426\u5219\u4f7f\u7528gpu":127,"\u5426\u5219\u5b83\u4ee5\u4e00\u4e2a\u5e8f\u5217\u8f93\u5165":104,"\u5426\u5219\u5f97\u628apaddle\u9759\u6001\u5e93\u94fe\u63a5\u5230\u89e3\u91ca\u5668\u91cc":60,"\u5426\u5219\u9891\u7e41\u7684\u591a\u8282\u70b9\u5de5\u4f5c\u7a7a\u95f4\u90e8\u7f72\u53ef\u80fd\u4f1a\u5f88\u9ebb\u70e6":117,"\u542b\u4e49":[113,136],"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u548c\u5b50\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":107,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u6574\u6570":107,"\u542b\u6709\u5e8f\u5217\u4fe1\u606f\u7684\u7a20\u5bc6\u5411\u91cf":107,"\u542f\u52a8\u4e00\u4e2a\u65b0\u7684\u7ebf\u7a0b\u5f00\u59cb\u4fdd\u5b58\u68c0\u67e5\u70b9":35,"\u542f\u52a8\u4e00\u4e2a\u6d4b\u8bd5\u96c6\u7fa4":117,"\u542f\u52a8\u5bb9\u5668\u5f00\u59cb\u8bad\u7ec3":120,"\u542f\u52a8\u5e76\u884c\u5411\u91cf\u7684\u9608\u503c":125,"\u542f\u52a8\u5feb\u901f\u5e94\u7b54":125,"\u542f\u52a8\u8bad\u7ec3\u4efb\u52a1":121,"\u542f\u7528\u68af\u5ea6\u53c2\u6570\u7684\u9608\u503c":125,"\u5440":101,"\u5468\u56f4":101,"\u547d\u4ee4\u4e3a":[88,119],"\u547d\u4ee4\u521b\u5efa\u65b0\u955c\u50cf":119,"\u547d\u4ee4\u5220\u9664":[129,130,131],"\u547d\u4ee4\u53ef\u4ee5\u8bbe\u7f6e":94,"\u547d\u4ee4\u6307\u5b9a\u7684\u53c2\u6570\u4f1a\u4f20\u5165\u7f51\u7edc\u914d\u7f6e\u4e2d":137,"\u547d\u4ee4\u65f6":129,"\u547d\u4ee4\u6709\u65f6\u5019\u4f1a\u4ea7\u751f\u4e00\u4e9b\u4e2d\u95f4\u7ed3\u679c":105,"\u547d\u4ee4\u770b\u5230\u505c\u6b62\u540e\u4f46\u662f\u6ca1\u6709\u5220\u9664\u7684":105,"\u547d\u4ee4\u7f16\u8bd1\u6e90\u7801\u5373\u53ef":105,"\u547d\u4ee4\u884c\u4e2d\u7684":113,"\u547d\u4ee4\u884c\u53c2\u6570\u6587\u6863":137,"\u547d\u4ee4\u8bbe\u7f6e\u8be5\u7c7b\u7f16\u8bd1\u9009\u9879":94,"\u547d\u4ee4\u9009\u9879\u5e76\u4e14":117,"\u547d\u4ee4\u91cc\u90fd\u7528\u4e86":105,"\u547d\u540d\u4e3a":106,"\u547d\u540d\u89c4\u8303":108,"\u547d\u540d\u8bf7\u9075\u5b88":108,"\u548c":[36,56,57,60,61,80,91,92,93,94,101,104,105,106,107,108,109,110,113,114,116,117,127,129,131,135,137],"\u548c\u4e00\u4e2a\u5df2\u7ecf\u5206\u8bcd\u540e\u7684\u53e5\u5b50":101,"\u548c\u4e09\u79cd\u5e8f\u5217\u6a21\u5f0f":[2,98],"\u548c\u4e0b\u9762\u5c06\u8981\u4ecb\u7ecd\u7684\u6ce8\u518c\u51fd\u6570\u4e00\u8d77\u653e\u5728":108,"\u548c\u4e2d\u6587\u6587\u6863":110,"\u548c\u4e4b\u524d\u51cf\u5c0f\u901a\u8fc7\u51cf\u5c0f\u7f13\u5b58\u6c60\u6765\u51cf\u5c0f\u5185\u5b58\u5360\u7528\u7684\u539f\u7406\u4e00\u81f4":91,"\u548c\u504f\u7f6e\u5411\u91cf":107,"\u548c\u5185\u5b58":105,"\u548c\u53cc\u5c42\u5e8f\u5217\u542b\u6709subseq":100,"\u548c\u5728":2,"\u548c\u5bf9\u5e94\u884c\u7684\u4ee3\u7801":113,"\u548c\u5dee\u8bc4":137,"\u548c\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":100,"\u548c\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":116,"\u548c\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":104,"\u548c\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u76f4\u63a5\u8fd0\u884c\u7684":105,"\u548c\u672a\u6765\u53ef\u80fd\u8fd8\u4f1a\u7528\u5230":57,"\u548c\u68af\u5ea6\u622a\u65ad":137,"\u548c\u793a\u4f8b2\u4e2d\u7684\u914d\u7f6e\u7c7b\u4f3c":101,"\u548c\u79bb\u7ebf\u6570\u636e\u7684\u65b9\u5f0f":36,"\u548c\u90e8\u5206layer":103,"\u548cpool":100,"\u548cpserver\u4e4b\u95f4\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u548cpython\u63a5\u53e3\u6765\u63d0\u53d6\u7279\u5f81":136,"\u54c1\u8d28":101,"\u54ea\u4e2atrainer\u5148\u5b8c\u6210block\u7684\u8bad\u7ec3":35,"\u54ea\u4e9b\u4e0d\u662f":101,"\u5546\u52a1":101,"\u554a":101,"\u5668":137,"\u56db\u79cd\u6570\u636e\u7c7b\u578b":[2,98],"\u56e0\u4e3a\u5168\u8fde\u63a5\u5c42\u7684\u6fc0\u6d3b\u53ef\u4ee5\u662fsoftmax":107,"\u56e0\u4e3a\u53c2\u6570":127,"\u56e0\u4e3a\u5b83\u4eec\u7684\u8ba1\u7b97\u6548\u7387\u6bd4":104,"\u56e0\u4e3a\u5b83\u6bd4":104,"\u56e0\u4e3a\u5b98\u65b9\u955c\u50cf":120,"\u56e0\u4e3a\u6211\u4eec\u4f1a\u628a\u6240\u6709\u7f16\u8bd1\u5de5\u5177\u90fd\u5b89\u88c5\u8fdb\u4e00\u4e2a":105,"\u56e0\u4e3a\u6e90\u7801\u5c31\u5728\u672c\u673a\u4e0a":105,"\u56e0\u4e3a\u8fd9\u4e2a\u5de5\u5177\u5177\u6709web\u670d\u52a1\u754c\u9762":113,"\u56e0\u4e3a\u8fd9\u6837\u505a\u4e5f\u6ca1\u6cd5\u4fdd\u8bc1\u6d88\u9664\u968f\u673a\u6027":35,"\u56e0\u4e3ac":113,"\u56e0\u4e3apython\u7684\u641c\u7d22\u8def\u5f84\u662f\u4f18\u5148\u5df2\u7ecf\u5b89\u88c5\u7684python\u5305":88,"\u56e0\u4e3aswig\u5728\u7b2c\u4e09\u65b9\u8bed\u8a00\u4e2d\u66b4\u9732\u7684\u51fd\u6570\u540d":60,"\u56e0\u6b64":[1,2,56,101,103,107,129],"\u56e0\u6b64\u4f7f\u7528":2,"\u56e0\u6b64\u53cc\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":101,"\u56e0\u6b64\u53ef\u4ee5\u4f7f\u7528\u8be5\u9009\u9879":135,"\u56e0\u6b64\u53ef\u80fd\u6d4b\u8bd5\u4e0d\u591f\u5b8c\u5907":109,"\u56e0\u6b64\u5728\u8f6c\u6362\u65f6\u9700\u8981\u663e\u793a\u7684\u6307\u5b9a":109,"\u56e0\u6b64\u5b83\u662finteger_value_sub_sequ":101,"\u56e0\u6b64\u5f53":129,"\u56e0\u6b64\u6211\u4eec\u91c7\u7528\u8f93\u51fa\u7684\u52a0\u6743\u548c":107,"\u56e0\u6b64\u6709\u4e24\u79cd\u89e3\u51b3\u65b9\u6848":2,"\u56e0\u6b64\u7528\u6237\u5e76\u4e0d\u9700\u8981\u5173\u5fc3\u5b83\u4eec":124,"\u56e0\u6b64\u8be5\u5c42\u4e2d\u6ca1\u6709\u504f\u7f6e":136,"\u56e0\u6b64\u9519\u8bef\u7684\u4f7f\u7528\u4e8c\u8fdb\u5236\u53d1\u884c\u7248\u53ef\u80fd\u4f1a\u5bfc\u81f4\u8fd9\u79cd\u9519\u8bef":88,"\u56e0\u6b64init_hook\u5c3d\u91cf\u4f7f\u7528":2,"\u56fe":136,"\u56fe\u50cf\u5206\u7c7b":80,"\u56fe\u50cf\u5927\u5c0f\u4e3a3":136,"\u56fe\u8868":95,"\u5728":[2,56,57,61,80,100,101,104,105,106,108,113,116,130,136,137],"\u5728\u4e00\u4e2a\u4e0d\u53ef\u4e2d\u65ad\u5e76\u7f3a\u5c11\u5907\u4efd\u7684\u8bad\u7ec3\u4efb\u52a1\u4e2d":35,"\u5728\u4e00\u4e2a\u529f\u80fd\u9f50\u5168\u7684kubernetes\u673a\u7fa4\u91cc":119,"\u5728\u4e00\u4e2a\u53c2\u6570\u7684\u68af\u5ea6\u88ab\u66f4\u65b0\u540e":107,"\u5728\u4e00\u4e9b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d":116,"\u5728\u4e00\u6b21\u8bad\u7ec3\u4e2d":113,"\u5728\u4e00\u8f6e\u4e2d\u6bcfsave":125,"\u5728\u4e0a\u56fe\u4e2d\u663e\u793a\u4e86\u5728\u4e00\u4e2a\u5b9e\u9645\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5e94\u7528":36,"\u5728\u4e0a\u9762\u4ee3\u7801\u4e2d":101,"\u5728\u4e0a\u9762\u7684\u4ee3\u7801\u4e2d":108,"\u5728\u4e0b\u4e00\u7bc7\u4e2d":119,"\u5728\u4e0b\u9762\u4f8b\u5b50\u91cc":137,"\u5728\u4e4b\u540e\u7684":91,"\u5728\u4e86\u89e3docker\u7684\u57fa\u672c\u4f7f\u7528\u65b9\u6cd5\u4e4b\u540e":95,"\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":116,"\u5728\u4f7f\u7528\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u65f6":116,"\u5728\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u8fdb\u884c\u8bad\u7ec3\u65f6":116,"\u5728\u4f7f\u7528\u540c\u6b65sgd\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u65f6":116,"\u5728\u4f7f\u7528\u8be5\u6587\u6863\u4e4b\u524d":98,"\u5728\u4f7f\u7528twine\u4e0a\u4f20\u4e4b\u524d":80,"\u5728\u5168\u8fde\u63a5\u5c42\u4e2d":107,"\u5728\u5177\u4f53\u7684\u8ba1\u7b97\u4e2d":109,"\u5728\u51c6\u5907\u53d1\u8d77":106,"\u5728\u51fa\u73b0\u5355\u70b9\u6545\u969c\u65f6":35,"\u5728\u51fd\u6570":120,"\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u6d4b\u8bd5":125,"\u5728\u5206\u5e03\u5f0f\u8bad\u7ec3\u4e2d":125,"\u5728\u521b\u5efaparameters\u540e":93,"\u5728\u5355\u5c42\u6570\u636e\u7684\u57fa\u7840\u4e0a":101,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u52a0\u8f7d\u548c\u4fdd\u5b58\u53c2\u6570":125,"\u5728\u53c2\u6570\u670d\u52a1\u5668\u7ec8\u7aef\u6bcflog":125,"\u5728\u53cc\u5c42rnn\u4e2d\u7684\u7ecf\u5178\u60c5\u51b5\u662f\u5c06\u5185\u5c42\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u6570\u636e":101,"\u5728\u53cd\u5411\u4f20\u9012\u7684\u65f6\u5019":91,"\u5728\u53d8\u6362\u65f6\u9700\u8981\u5c06\u8f93\u5165\u5e8f\u5217\u4f20\u5165":101,"\u5728\u542f\u52a8job\u4e4b\u524d":120,"\u5728\u547d\u4ee4\u884c\u663e\u793a\u5206\u6790\u7ed3\u679c":113,"\u5728\u56de\u590d\u8bc4\u5ba1\u4eba\u610f\u89c1\u65f6":106,"\u5728\u58f0\u660edataprovider\u7684\u65f6\u5019\u4f20\u5165dictionary\u4f5c\u4e3a\u53c2\u6570":2,"\u5728\u591acpu\u8bad\u7ec3\u65f6\u5171\u4eab\u8be5\u53c2\u6570":125,"\u5728\u5b8c\u6210\u4e00\u5b9a\u91cf\u6570\u636e\u7684\u8bad\u7ec3\u540e":116,"\u5728\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa\u4e4b\u540e":98,"\u5728\u5b9a\u4e49\u8f93\u5165layer\u4e4b\u540e":98,"\u5728\u5b9e\u73b0\u6bcf\u4e2a\u5b50\u7c7b\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u5173\u5fc3\u5206\u652f\u7684\u4e8b\u60c5\u4e86":57,"\u5728\u5b9e\u73b0\u8fc7\u7a0b\u4e2d":61,"\u5728\u5b9e\u9645\u5e94\u7528\u4e2d":92,"\u5728\u5bb9\u5668\u4e2d\u7f16\u8f91\u4ee3\u7801":95,"\u5728\u5bb9\u5668\u521b\u5efa\u540e":120,"\u5728\u5bf9\u5bb9\u5668\u7684\u63cf\u8ff0":120,"\u5728\u5bf9\u5e94\u7684":56,"\u5728\u5c42\u4e2d\u6307\u5b9a":127,"\u5728\u5c42\u521d\u59cb\u5316\u7684\u65f6\u5019":56,"\u5728\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u4e2d":103,"\u5728\u5f00\u59cb\u8bad\u7ec3\u4e4b\u524d":36,"\u5728\u5f02\u6784\u96c6\u7fa4\u4e2d":35,"\u5728\u5f02\u6b65sgd\u4e2d":116,"\u5728\u5f15\u5165\u5176\u4ed6\u7c7b\u578b\u7684\u5934\u6587\u4ef6\u65f6":61,"\u5728\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":107,"\u5728\u5f97\u5230":120,"\u5728\u5feb\u7167\u5199\u5165\u5b8c\u6210\u540e":35,"\u5728\u60a8\u7684\u5b9e\u9645\u73af\u5883\u4e2d":35,"\u5728\u6211\u4eec\u7684\u4f8b\u5b50\u4e2d":104,"\u5728\u6267\u884c\u65f6":109,"\u5728\u63d0\u4ea4":106,"\u5728\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u7684\u8fc7\u7a0b\u4e2d":98,"\u5728\u6570\u636e\u52a0\u8f7d\u548c\u7f51\u7edc\u914d\u7f6e\u5b8c\u6210\u4e4b\u540e":137,"\u5728\u6709\u666e\u901a\u7684cpu":57,"\u5728\u672c\u4f8b\u4e2d":[101,106,127],"\u5728\u672c\u4f8b\u4e2d\u6ca1\u6709\u4f7f\u7528":2,"\u5728\u672c\u6559\u7a0b\u4e2d":104,"\u5728\u672c\u6587\u6863\u4e2d":45,"\u5728\u672c\u793a\u4f8b\u4e2d":101,"\u5728\u672c\u8282\u4e2d":104,"\u5728\u673a\u7fa4\u4e0a\u8fd0\u884c\u8f6c\u6362\u7a0b\u5e8f":36,"\u5728\u6811\u7684\u6bcf\u4e00\u5c42\u4e0a":125,"\u5728\u6837\u4f8b\u4e2d":61,"\u5728\u6a21\u578b\u914d\u7f6e\u4e2d\u901a\u8fc7":137,"\u5728\u6b64":[124,127],"\u5728\u6b64\u4e3a\u65b9\u4fbf\u5bf9\u6bd4\u4e0d\u540c\u7f51\u7edc\u7ed3\u6784":137,"\u5728\u6b64\u611f\u8c22":135,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":104,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u7684\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u76f8\u7b49":101,"\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f":104,"\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":120,"\u5728\u6d4b\u8bd5\u9636\u6bb5":125,"\u5728\u6d4b\u8bd5\u9636\u6bb5\u5b83\u4eec\u5c06\u4f1a\u88ab\u52a0\u8f7d\u5230\u6a21\u578b\u4e2d":136,"\u5728\u6e90\u7801\u76ee\u5f55\u6811\u7684\u6839\u76ee\u5f55\u4e2d\u8fd0\u884c":106,"\u5728\u751f\u6210\u65f6":104,"\u5728\u7528\u6237\u4f7f\u7528c":61,"\u5728\u76f8\u5e94\u7684\u4f18\u5316\u7b97\u6cd5\u91cc\u8bbe\u7f6elearning_rate_schedule\u53ca\u76f8\u5173\u53c2\u6570":93,"\u5728\u76f8\u5e94layer\u7684":92,"\u5728\u7a0b\u5e8f\u5f00\u59cb\u9636\u6bb5":4,"\u5728\u7ebf\u4e0a\u7cfb\u7edf\u4e2d":116,"\u5728\u7ebf\u6a21\u578b\u9884\u6d4b\u670d\u52a1":36,"\u5728\u7ec4\u5408\u65f6":98,"\u5728\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6\u548c\u76ee\u6807\u673a\u7248openblas\u5e93\u65f6\u9700\u8981\u7528\u5230":[129,131],"\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d":107,"\u5728\u7f51\u7edc\u914d\u7f6e\u91cc":2,"\u5728\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u4e2d":100,"\u5728\u8bad\u7ec3\u4e2d":104,"\u5728\u8bad\u7ec3\u4e4b\u524d":120,"\u5728\u8bad\u7ec3\u6570\u96c6\u4e0a\u8bad\u7ec3\u751f\u6210\u8bcd\u5411\u91cf\u5b57\u5178":135,"\u5728\u8bad\u7ec3\u65f6":119,"\u5728\u8bad\u7ec3\u7ed3\u675f\u7684\u65f6\u5019\u518d\u4fdd\u5b58\u4e3apaddlepaddle\u7684\u683c\u5f0f":57,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d":120,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6bcfshow":125,"\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u6d4b\u8bd5":1,"\u5728\u8bbe\u7f6e":[129,130,131],"\u5728\u8bc4\u5ba1\u8fc7\u7a0b\u4e2d":80,"\u5728\u8be5\u793a\u4f8b\u4e2d":93,"\u5728\u8be5\u914d\u7f6e\u76847":101,"\u5728\u8d2d\u7269\u7f51\u7ad9\u4e0a":137,"\u5728\u8f6f\u4ef6\u5de5\u7a0b\u7684\u8303\u7574\u91cc":114,"\u5728\u8f93\u51fa\u7684\u8fc7\u7a0b\u4e2d":103,"\u5728\u8fd0\u884c\u5b8c\u6027\u80fd\u5206\u6790\u540e":113,"\u5728\u8fd0\u884c\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u56fe\u65f6":109,"\u5728\u8fd9\u4e2a":80,"\u5728\u8fd9\u4e2a\u4f8b\u5b50\u91cc":[107,119],"\u5728\u8fd9\u4e2a\u51fd\u6570\u4e2d":101,"\u5728\u8fd9\u4e2a\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u5728\u8fd9\u4e2a\u6559\u7a0b\u4e2d":114,"\u5728\u8fd9\u4e2a\u6a21\u578b\u4e2d":104,"\u5728\u8fd9\u4e2a\u9636\u6bb5\u7684\u4ee3\u7801\u6b63\u5728\u7ecf\u5386\u56de\u5f52\u6d4b\u8bd5":80,"\u5728\u8fd9\u4e9b\u5934\u6587\u4ef6\u4e2d":61,"\u5728\u8fd9\u4e9b\u6587\u4ef6\u4e2d":61,"\u5728\u8fd9\u4e9blayer\u4e2d":101,"\u5728\u8fd9\u65f6\u771f\u6b63\u7684\u5206\u914d\u5185\u5b58":109,"\u5728\u8fd9\u6bb5\u4ee3\u7801\u4e2d":109,"\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b":[104,107],"\u5728\u8fd9\u79cd\u7ed3\u6784\u4e2d":103,"\u5728\u8fd9\u7bc7\u6587\u6863\u91cc":119,"\u5728\u8fd9\u7bc7\u6587\u7ae0\u91cc":120,"\u5728\u8fd9\u91cc":103,"\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":107,"\u5728\u8fd9\u91cc\u7528eigenvector\u6765\u8868\u793a":109,"\u5728\u8fd9\u91cc\u9700\u8981\u6ce8\u610f\u7684\u662f":109,"\u5728\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u65f6":116,"\u5728\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e4b\u524d":98,"\u5728\u914d\u7f6e\u4e2d\u9700\u8981\u8bfb\u53d6\u5916\u90e8\u5b57\u5178":2,"\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\u7684":136,"\u5728\u91c7\u7528sgd":93,"\u5728\u91cd\u6784\u524d\u7684paddlepaddle\u4e2d":57,"\u5728\u95ee\u9898\u672c\u8eab\u7684\u8ba1\u7b97\u91cf\u6bd4\u8f83\u5c0f\u7684\u65f6\u5019":56,"\u5728\u96c6\u7fa4\u4e0a\u8bad\u7ec3\u4e00\u4e2a\u7a00\u758f\u6a21\u578b\u9700\u8981\u52a0\u4e0a\u4e0b\u9762\u7684\u53c2\u6570":127,"\u5728\u975e\u5e8f\u5217\u8f93\u5165\u65f6":91,"\u5728android\u5e73\u53f0\u4e0a\u4e0d\u652f\u6301\u901a\u8fc7swig\u8c03\u7528\u6765\u8bad\u7ec3\u6216\u8005\u9884\u6d4b":129,"\u5728android\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":129,"\u5728batch":56,"\u5728build\u76ee\u5f55\u4e0b\u6267\u884c":88,"\u5728c":60,"\u5728c\u7684\u5934\u6587\u4ef6":60,"\u5728cmake\u53c2\u6570\u914d\u7f6e\u4e0a":[129,130],"\u5728cmake\u7684\u547d\u4ee4\u884c\u4e2d":94,"\u5728eigen\u4e2d":109,"\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":130,"\u5728ios\u5e73\u53f0\u4e0a\u53ea\u652f\u6301\u4f7f\u7528c":130,"\u5728main":113,"\u5728packing\u4e0a\u7684\u8017\u65f6":56,"\u5728paddl":120,"\u5728paddle\u4e2d":127,"\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":36,"\u5728paddlepaddle\u4e2d":[98,103],"\u5728paddlepaddle\u4e2d\u4f7f\u7528dropout\u6709\u4e24\u79cd\u65b9\u5f0f":92,"\u5728paddlepaddle\u4e2d\u5305\u542b\u4ee5\u4e0b":92,"\u5728paddlepaddle\u7684\u6587\u6863\u4e2d":101,"\u5728paramet":35,"\u5728python\u811a\u672c\u4e2d\u5b9e\u73b0\u4e0e\u524d\u5411operator\u76f8\u540c\u7684\u8ba1\u7b97\u903b\u8f91":108,"\u5728rnn\u7684\u60c5\u51b5\u4e0b":56,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49":103,"\u5728step\u51fd\u6570\u4e2d\u5b9a\u4e49memori":103,"\u5728trainer":127,"\u5728trainer\u4e2d\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u53d6\u6a21\u7684\u65b9\u6cd5\u4e3a\u6bcf\u4e2atrainer\u5206\u914d\u8bad\u7ec3\u6570\u636e\u6587\u4ef6":116,"\u5730\u5740\u4e5f\u53ef\u4ee5\u4e3ahdfs\u6587\u4ef6\u8def\u5f84":1,"\u5730\u6bb5":101,"\u5730\u7406\u4f4d\u7f6e":101,"\u5730\u94c1\u7ad9":101,"\u5747\u4f1a\u88ab\u5b89\u88c5\u5230includ":61,"\u5747\u503c\u56fe\u50cf\u6587\u4ef6":136,"\u5747\u5300\u5206\u5e03":93,"\u5747\u5300\u5206\u5e03\u7684\u8303\u56f4\u662f":125,"\u5747\u662f\u5728":61,"\u5747\u6709\u4e09\u4e2a\u5b50\u5e8f\u5217":101,"\u5747\u6709\u4e24\u7ec4\u7279\u5f81":101,"\u57fa\u4e8e\u53cc\u5c42\u5e8f\u5217\u8f93\u5165":103,"\u57fa\u4e8e\u7c98\u6027\u4f1a\u8bdd\u7684\u8d1f\u8f7d\u5747\u8861\u529f\u80fd":45,"\u57fa\u4e8epython\u7684\u6a21\u578b\u9884\u6d4b":4,"\u57fa\u4e8epython\u7684\u9884\u6d4b":[3,137],"\u57fa\u672c\u4e0a\u548cmnist\u6837\u4f8b\u4e00\u81f4":2,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":99,"\u57fa\u672c\u76f8\u540c":135,"\u57fa\u7c7b":108,"\u586b\u5199":106,"\u589e\u52a0":108,"\u589e\u52a0\u4e86\u4e00\u6761cd\u547d\u4ee4":119,"\u589e\u52a0\u4e86\u8bbe\u5907\u7c7b\u578b":108,"\u589e\u52a0\u5982\u4e0b\u53c2\u6570":127,"\u589e\u52a0\u68af\u5ea6\u68c0\u6d4b\u7684\u5355\u5143\u6d4b\u8bd5":107,"\u5904\u7406\u5668\u6709\u4e24\u4e2a\u5173\u952e\u6027\u80fd\u9650\u5236":114,"\u5904\u7406\u6570\u636e\u7684python\u811a\u672c\u6587\u4ef6":137,"\u5904\u7406\u7684\u8f93\u5165\u5e8f\u5217\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u79cd\u7c7b\u578b":103,"\u5907\u6ce8":114,"\u590d\u6742\u5ea6\u6216\u65f6\u95f4\u590d\u6742\u5ea6":114,"\u5916\u5c42memory\u662f\u4e00\u4e2a\u5143\u7d20":101,"\u5916\u5c42outer_step\u4e2d":101,"\u5916\u90e8\u5b58\u50a8":57,"\u591a\u4e2a\u503c":36,"\u591a\u4e2a\u5c42\u7684\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6\u4e0d\u4e00\u81f4\u5bfc\u81f4\u62fc\u63a5\u5931\u8d25":91,"\u591a\u4e2a\u8f93\u51fa\u5c42\u5904\u7406\u591a\u4e2a\u4e0d\u540c\u957f\u5ea6\u7684\u5e8f\u5217":91,"\u591a\u4e2ainput\u4ee5list\u65b9\u5f0f\u8f93\u5165":137,"\u591a\u4e2aip\u4f7f\u7528":116,"\u591a\u4e2aparamet":35,"\u591a\u53e5\u8bdd\u8fdb\u4e00\u6b65\u6784\u6210\u4e86\u6bb5\u843d":103,"\u591a\u673a\u8bad\u7ec3":91,"\u591a\u6b21\u8c03\u7528":56,"\u591a\u7ebf\u7a0b\u7684\u6570\u636e\u8bfb\u53d6":2,"\u591a\u8f6e\u5bf9\u8bdd\u7b49\u66f4\u4e3a\u590d\u6742\u7684\u8bed\u8a00\u6570\u636e":103,"\u5927\u591a\u6570\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u8bad\u7ec3\u51fd\u6570":107,"\u5927\u591a\u6570\u5c42\u9700\u8981\u8bbe\u7f6e\u4e3a":107,"\u5927\u591a\u6570\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u652f\u6301\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":107,"\u5927\u591a\u6570\u8bed\u8a00\u90fd\u652f\u6301\u4f7f\u7528c\u8bed\u8a00api":60,"\u5927\u5bb6\u53ef\u4ee5\u7528\u628a\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u5165":105,"\u5927\u5bb6\u53ef\u4ee5\u901a\u8fc7\u5b83\u9605\u8bfb\u6559\u7a0b":95,"\u5927\u5c0f\u4e0d\u4e00\u6837\u65f6":91,"\u5927\u6982\u82b1\u5341\u5206\u949f\u770b\u4e00\u4e0b":105,"\u5927\u90e8\u5206":113,"\u5929":101,"\u5929\u4e00\u5e7f\u573a":101,"\u5929\u4e00\u9601":101,"\u5934\u4fe1\u606f\u4e2d":93,"\u5934\u6587\u4ef6\u4e2d\u628a\u53c2\u6570\u5b9a\u4e49\u4e3a\u7c7b\u7684\u6210\u5458\u53d8\u91cf":107,"\u5934\u6587\u4ef6\u5982\u4e0b":107,"\u597d":101,"\u597d\u5403":101,"\u597d\u8bc4":137,"\u5982":[2,104,106,108,127],"\u5982\u4e0a\u4e00\u5c0f\u8282\u6240\u793a":109,"\u5982\u4e0b":[2,116],"\u5982\u4e0b\u56fe\u6240\u793a":[101,114],"\u5982\u4e0b\u6240\u793a":[127,136],"\u5982\u4e0b\u662f\u4e00\u6bb5\u4f7f\u7528mnist":4,"\u5982\u4e0b\u8868\u683c":137,"\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":111,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":111,"\u5982\u4f55\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":137,"\u5982\u56fe\u4e2dtrainer":35,"\u5982\u6709":108,"\u5982\u672c\u4f8b\u4e2d":2,"\u5982\u672c\u4f8b\u7684":2,"\u5982\u679c\u4e00\u4e2a\u7f51\u7edc\u5c42\u9700\u8981\u914d\u7f6e\u7684\u8bdd":107,"\u5982\u679c\u4e0a\u9762\u4e24\u6b65\u51fa\u73b0\u9519\u8bef":35,"\u5982\u679c\u4e0b\u8f7d\u6210\u529f":136,"\u5982\u679c\u4e0d\u4e3a0":125,"\u5982\u679c\u4e0d\u4e86\u89e3":2,"\u5982\u679c\u4e0d\u4f7f\u7528\u5206\u5e03\u5f0f\u5b58\u50a8":116,"\u5982\u679c\u4e0d\u4f7f\u7528docker":94,"\u5982\u679c\u4e0d\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":94,"\u5982\u679c\u4e0d\u5207\u8bcd":137,"\u5982\u679c\u4e0d\u60f3\u4f7f\u7528":110,"\u5982\u679c\u4e0d\u6307\u5b9a\u8fd9\u4e2a\u6587\u4ef6":113,"\u5982\u679c\u4e0d\u6536\u655b":93,"\u5982\u679c\u4e0d\u9700\u8981\u5916\u90e8\u5b58\u50a8\u7528\u4e8e\u8f6c\u6362":57,"\u5982\u679c\u4e3a":2,"\u5982\u679c\u4e3a0":125,"\u5982\u679c\u4e3a\u5426\u5219\u662f\u7528openbla":94,"\u5982\u679c\u4e3afals":125,"\u5982\u679c\u4e3atrue":[2,125],"\u5982\u679c\u4e4b\u540e\u60f3\u8981\u91cd\u65b0\u8bbe\u7f6e":94,"\u5982\u679c\u4ec5\u4ec5\u4fee\u6539\u4e00\u4e2a\u6587\u4ef6\u4f46\u63d0\u4ea4\u4e86\u5341\u51e0\u4e2acommit":106,"\u5982\u679c\u4ecd\u7136\u5b58\u5728\u95ee\u9898":97,"\u5982\u679c\u4ed4\u7ec6\u8bbe\u7f6e\u7684\u8bdd":125,"\u5982\u679c\u4f60\u53ea\u9700\u8981\u4f7f\u7528\u7b80\u5355\u7684rnn":104,"\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u8fd9\u4e9b\u7279\u6027":127,"\u5982\u679c\u4f60\u60f3\u8981\u4fdd\u5b58\u67d0\u4e9b\u5c42\u7684\u7279\u5f81\u56fe":125,"\u5982\u679c\u4f60\u66fe\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":130,"\u5982\u679c\u4f60\u66fe\u7ecf\u5728\u6e90\u7801\u76ee\u5f55\u4e0b\u7f16\u8bd1\u8fc7\u5176\u4ed6\u5e73\u53f0\u7684paddlepaddle\u5e93":[129,131],"\u5982\u679c\u4f60\u6b63\u5728\u5904\u7406\u5e8f\u5217\u6807\u8bb0\u4efb\u52a1":104,"\u5982\u679c\u4f60\u8981\u4e3a\u4e86\u6d4b\u8bd5\u800c\u589e\u52a0\u65b0\u7684\u6587\u4ef6":107,"\u5982\u679c\u4f7f\u7528":135,"\u5982\u679c\u4f7f\u7528docker\u7f16\u8bd1\u73af\u5883":94,"\u5982\u679c\u4f7f\u7528mkl\u5e76\u4e14\u673a\u5668\u542b\u6709avx2\u6307\u4ee4\u96c6":94,"\u5982\u679c\u4f7f\u7528swig\u6211\u4eec\u9700\u8981\u5c06\u5728interface\u6587\u4ef6\u91cc":60,"\u5982\u679c\u5173\u95edmkl":94,"\u5982\u679c\u51fa\u73b0\u4ee5\u4e0bpython\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86\u7684\u60c5\u51b5":88,"\u5982\u679c\u53c2\u6570\u4fdd\u5b58\u4e0b\u6765\u7684\u6a21\u578b\u76ee\u5f55":91,"\u5982\u679c\u53c2\u6570\u6a21\u578b\u6587\u4ef6\u7f3a\u5931":135,"\u5982\u679c\u53d1\u73b0\u6700\u65e9\u7684\u62a5\u9519\u5c31\u662f\u7f51\u7edc\u901a\u4fe1\u7684\u95ee\u9898":89,"\u5982\u679c\u540c\u65f6\u4f7f\u7528":116,"\u5982\u679c\u5728\u4f7f\u7528mkl":57,"\u5982\u679c\u5728\u70b9\u51fb\u4e0b\u9762\u94fe\u63a5\u65f6\u51fa\u73b0\u5982\u4e0b\u767b\u9646\u754c\u9762":97,"\u5982\u679c\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u672a\u8bbe\u7f6easync":125,"\u5982\u679c\u5728\u8bad\u7ec3\u671f\u95f4\u540c\u65f6\u53d1\u8d77\u53e6\u5916\u4e00\u4e2a\u8fdb\u7a0b\u8fdb\u884c\u6d4b\u8bd5":125,"\u5982\u679c\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6ebatch":125,"\u5982\u679c\u5728\u8bad\u7ec3nlp\u76f8\u5173\u6a21\u578b\u65f6":93,"\u5982\u679c\u591a\u4e2aop\u4f9d\u8d56\u4e00\u4e9b\u5171\u7528\u7684\u51fd\u6570":108,"\u5982\u679c\u5931\u8d25":80,"\u5982\u679c\u5b58\u5728\u6570\u636e\u6392\u5217\u683c\u5f0f\u4e0d\u4e00\u6837\u7684\u60c5\u51b5\u65f6":57,"\u5982\u679c\u5b58\u5728\u67d0\u4e9btrainer\u6267\u884c\u901f\u5ea6\u8fc7\u6162\u4f1a\u5f71\u54cd\u6574\u4f53\u96c6\u7fa4\u7684\u901f\u5ea6":35,"\u5982\u679c\u5c06\u8fd9\u4e2a\u5185\u5b58\u6c60\u51cf\u5c0f":91,"\u5982\u679c\u5c0f\u4e8e75m":88,"\u5982\u679c\u5df2\u7ecf\u6709pod\u8fd0\u884c":120,"\u5982\u679c\u5df2\u7ecf\u6b63\u5728\u6267\u884c\u4fdd\u5b58\u68c0\u67e5\u70b9\u7684\u7ebf\u7a0b":35,"\u5982\u679c\u5e0c\u671b\u53ef\u4ee5\u5728\u540e\u53f0\u8fd0\u884cpserver\u7a0b\u5e8f":116,"\u5982\u679c\u5f53\u524dmpi\u96c6\u7fa4\u5e76\u4e0d\u652f\u6301\u4efb\u52a1\u72ec\u5360\u6a21\u5f0f":89,"\u5982\u679c\u60a8\u5728\u4f7f\u7528window":95,"\u5982\u679c\u60a8\u60f3\u8981\u66f4\u6df1\u5165\u4e86\u89e3deep":95,"\u5982\u679c\u60a8\u671f\u671b\u5728\u7f16\u8bd1\u5b8c\u6210\u540e\u7acb\u5373\u6267\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":94,"\u5982\u679c\u60a8\u6ca1\u6709\u542c\u8bf4":105,"\u5982\u679c\u60a8\u7684\u7535\u8111\u4e0d\u652f\u6301avx":95,"\u5982\u679c\u60a8\u7684gpu\u7406\u8bba\u53ef\u4ee5\u8fbe\u52306":114,"\u5982\u679c\u60a8\u9009\u62e9\u4e0d\u4f7f\u7528docker\u955c\u50cf":94,"\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":114,"\u5982\u679c\u60f3\u5f88\u597d\u7684\u7406\u89e3\u7a0b\u5e8f\u7684\u884c\u4e3a":114,"\u5982\u679c\u60f3\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":109,"\u5982\u679c\u60f3\u8981\u4e86\u89e3\u53cc\u5c42rnn\u5728\u5177\u4f53\u95ee\u9898\u4e2d\u7684\u4f7f\u7528":101,"\u5982\u679c\u60f3\u8981\u542f\u7528paddlepaddle\u7684\u5185\u7f6e\u5b9a\u65f6\u5668":114,"\u5982\u679c\u6211\u4eec\u53ea\u9700\u8981\u7f16\u8bd1\u4e00\u4e2a\u53ea\u652f\u6301":105,"\u5982\u679c\u6211\u77e5\u9053\u5185\u6838\u82b1\u4e8610ms\u6765\u79fb\u52a81gb\u6570\u636e":114,"\u5982\u679c\u6267\u884c\u6210\u529f":136,"\u5982\u679c\u6307\u5b9a\u4e862\u4e2alayer\u4f5c\u4e3a\u8f93\u51fa\u5c42":91,"\u5982\u679c\u63d0\u793a\u6b63\u786e":110,"\u5982\u679c\u652f\u6301\u589e\u52a0\u6b64\u53c2\u6570\u63d0\u4ea4":89,"\u5982\u679c\u6570\u636e\u6587\u4ef6\u5b58\u4e8e\u672c\u5730\u78c1\u76d8":1,"\u5982\u679c\u662f\u5176\u5b83\u7c7b\u578b":36,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165":103,"\u5982\u679c\u6709\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":103,"\u5982\u679c\u6709\u66f4\u590d\u6742\u7684\u4f7f\u7528":1,"\u5982\u679c\u6709\u9700\u8981\u4fee\u6539\u7684\u5730\u65b9":106,"\u5982\u679c\u6709bugfix\u7684\u884c\u4e3a":80,"\u5982\u679c\u672a\u8bbe\u7f6e":125,"\u5982\u679c\u672a\u8bbe\u7f6egpu":127,"\u5982\u679c\u67d0\u4e00\u4e2a\u7c7b\u578b\u9700\u8981\u5f15\u7528\u53e6\u4e00\u4e2a\u7c7b\u578b":61,"\u5982\u679c\u67d0\u4e00\u4e2apaddl":61,"\u5982\u679c\u67d0\u4e00\u4e2apaddle\u6982\u5ff5\u5fc5\u987b\u8981\u66b4\u9732":61,"\u5982\u679c\u67d0\u4e00\u5757\u6839\u672c\u5c31\u4e0d\u600e\u4e48\u8017\u65f6":114,"\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":125,"\u5982\u679c\u6ca1\u6709\u5b89\u88c5nvidia":95,"\u5982\u679c\u6ca1\u6709\u5b9a\u4e49memori":103,"\u5982\u679c\u6ca1\u6709\u8bbe\u7f6etest":1,"\u5982\u679c\u6ca1\u8fc7":106,"\u5982\u679c\u6d88\u606f\u6570\u636e\u592a\u5c0f":125,"\u5982\u679c\u6ee1\u8db3\u6761\u4ef6":35,"\u5982\u679c\u7528\u516c\u7528\u7684\u7535\u8111\u5f00\u53d1":105,"\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":92,"\u5982\u679c\u7528\u6237\u60f3\u8981\u4e86\u89e3\u8be6\u7ec6\u7684\u6570\u636e\u96c6\u7684\u683c\u5f0f":135,"\u5982\u679c\u7528\u6237\u60f3\u8981\u81ea\u5b9a\u4e49\u521d\u59cb\u5316\u65b9\u5f0f":93,"\u5982\u679c\u7528\u6237\u8981\u628apaddle\u7684\u9759\u6001\u5e93":60,"\u5982\u679c\u7528\u81ea\u5df1\u7684\u7535\u8111\u5f00\u53d1":105,"\u5982\u679c\u771f\u60f3\u6316\u6398\u5185\u6838\u6df1\u5904\u7684\u67d0\u4e2a\u79d8\u5bc6":114,"\u5982\u679c\u7a0b\u5e8f\u5d29\u6e83\u4f60\u4e5f\u53ef\u4ee5\u624b\u52a8\u7ec8\u6b62":117,"\u5982\u679c\u7cfb\u7edf\u5b89\u88c5\u4e86\u591a\u4e2apython\u7248\u672c":88,"\u5982\u679c\u7cfb\u7edf\u652f\u6301":[88,97],"\u5982\u679c\u7cfb\u7edf\u652f\u6301\u7684\u662f":[88,97],"\u5982\u679c\u7f16\u8bd1\u7684\u65f6\u5019\u6211\u4eec\u7528\u4e86":105,"\u5982\u679c\u7f51\u7edc\u5c42\u4e0d\u9700\u8981\u8fdc\u7a0b\u7a00\u758f\u66f4\u65b0":107,"\u5982\u679c\u7f51\u7edc\u67b6\u6784\u7b80\u5355":104,"\u5982\u679c\u8981\u4e0a\u4f20gpu\u7248\u672c\u7684\u5305":80,"\u5982\u679c\u8981\u542f\u7528gpu":116,"\u5982\u679c\u8981\u8fd0\u884c\u6240\u6709\u7684\u5355\u5143\u6d4b\u8bd5":106,"\u5982\u679c\u89e3\u51b3\u4e86\u67d0\u4e2aissue\u7684\u95ee\u9898":106,"\u5982\u679c\u8bad\u7ec3\u4e00\u4e2apass":93,"\u5982\u679c\u8bad\u7ec3\u8fc7\u7a0b\u7684\u7684cost\u660e\u663e\u9ad8\u4e8e\u8fd9\u4e2a\u5e38\u6570\u8f93\u51fa\u7684cost":93,"\u5982\u679c\u8bbe\u7f6e":2,"\u5982\u679c\u8bbe\u7f6e\u8be5\u53c2\u6570":125,"\u5982\u679c\u8bc4\u5ba1\u610f\u89c1\u6bd4\u8f83\u591a":106,"\u5982\u679c\u8c03\u7528\u9759\u6001\u5e93\u53ea\u80fd\u5c06\u9759\u6001\u5e93\u4e0e\u89e3\u91ca\u5668\u94fe\u63a5":60,"\u5982\u679c\u8f93\u51fa\u662fno":95,"\u5982\u679c\u8fd0\u884c":88,"\u5982\u679c\u8fd0\u884c\u6210\u529f":136,"\u5982\u679c\u8fd8\u4e0d\u884c":88,"\u5982\u679c\u9700\u8981\u5b89\u88c5\u652f\u6301gpu\u7684\u7248\u672c":[97,99],"\u5982\u679c\u9700\u8981\u6269\u5927\u77e9\u9635":107,"\u5982\u679c\u9700\u8981\u7f29\u51cf\u77e9\u9635":107,"\u5982\u679c\u9700\u8981\u83b7\u53d6":97,"\u5982\u679ccuda":108,"\u5982\u679clearning_rate\u592a\u5927":93,"\u5982\u679clearning_rate\u592a\u5c0f":93,"\u5982\u679cmkl":57,"\u5982\u679cop\u6ca1\u6709\u5b9e\u73b0cuda":108,"\u5982\u679cop\u7684\u67d0\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e\u53cd\u5411\u68af\u5ea6\u7684\u8ba1\u7b97":108,"\u5982\u679cpaddlepaddle\u5305\u5df2\u7ecf\u5728python\u7684sit":88,"\u5982\u679cpaddlepaddle\u5e93\u9700\u8981\u540c\u65f6\u652f\u6301\u771f\u673a\u548c\u6a21\u62df\u5668":130,"\u5982\u679cparamet":35,"\u5982\u6bcf\u4e2a\u6587\u4ef6\u53ea\u6709\u4e00\u4e2a":106,"\u5982\u795e\u7ecf\u5143\u6fc0\u6d3b\u503c\u7b49":91,"\u5982\u8981build\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf":106,"\u5982\u9ad8\u4eae\u90e8\u5206":114,"\u5982train":116,"\u5b50":101,"\u5b50\u53e5":103,"\u5b50\u53e5\u7684\u5355\u8bcd\u6570\u548c\u6307\u5b9a\u7684\u4e00\u4e2a\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":103,"\u5b50\u76ee\u5f55":105,"\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5b9a\u4e49\u597d\u7684\u63a5\u53e3":57,"\u5b57\u5178\u5171\u5305\u542b":135,"\u5b57\u5178\u91c7\u7528utf8\u7f16\u7801":135,"\u5b57\u6bb5\u4e2d":120,"\u5b57\u6bb5\u4e3a\u4f8b":91,"\u5b57\u6bb5\u8868\u793a\u5bb9\u5668\u7684\u73af\u5883\u53d8\u91cf":120,"\u5b57\u6bb5\u8868\u793a\u8fd9\u4e2ajob\u4f1a\u540c\u65f6\u5f00\u542f3\u4e2apaddlepaddle\u8282\u70b9":120,"\u5b57\u6bb5\u8bbe\u4e3a":80,"\u5b57\u7b26\u4e32":36,"\u5b58\u50a8":36,"\u5b58\u5165settings\u5bf9\u8c61":2,"\u5b66\u4e60":105,"\u5b66\u4e60\u6210\u672c\u9ad8":60,"\u5b66\u4e60\u7387\u4e3a":93,"\u5b81\u6ce2":101,"\u5b83\u4eec\u4e3b\u8981\u662f\u7528\u4e8e":57,"\u5b83\u4eec\u7684\u6587\u4ef6\u540d\u662f":36,"\u5b83\u4f1a\u5728dataprovider\u521b\u5efa\u7684\u65f6\u5019\u6267\u884c":2,"\u5b83\u4f7f\u752850\u5c42\u7684resnet\u6a21\u578b\u6765\u5bf9":136,"\u5b83\u5305\u542b\u4ee5\u4e0b\u51e0\u6b65":107,"\u5b83\u5305\u542b\u4ee5\u4e0b\u53c2\u6570":107,"\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":57,"\u5b83\u53eb\u505a":104,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u51cf\u5c11\u5206\u53d1\u5ef6\u8fdf":117,"\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u683c\u5f0f\u5316\u6e90\u4ee3\u7801":106,"\u5b83\u53ef\u4ee5\u6307\u6d4b\u91cf\u4e00\u4e2a\u7a0b\u5e8f\u7684\u7a7a\u95f4":114,"\u5b83\u53ef\u80fd\u6709\u4e0d\u6b62\u4e00\u4e2a\u6743\u91cd":107,"\u5b83\u548c\u6570\u636e\u4f20\u5165\u51fd\u6570\u7684\u7b2c\u4e00\u4e2a\u53c2\u6570":2,"\u5b83\u5b9a\u4e49\u4e86":104,"\u5b83\u5b9a\u4e49\u89e3\u7801\u7f51\u7edc\u7684":104,"\u5b83\u5c06\u88ab\u5206\u53d1\u5230":117,"\u5b83\u5c06\u8fd4\u56de\u5982\u4e0b\u7684\u5b57\u5178":136,"\u5b83\u5e76\u4e0d\u662f\u4e00\u4e2a\u5b8c\u6574\u7684recurr":92,"\u5b83\u5e94\u8be5\u6253\u5370\u51fa\u9884\u6d4b\u4f4f\u623f\u6570\u636e\u7684\u6e05\u5355":99,"\u5b83\u652f\u6301\u591a\u7ebf\u7a0b\u66f4\u65b0":107,"\u5b83\u662finteger_value\u7c7b\u578b\u7684":101,"\u5b83\u662finteger_value_sequence\u7c7b\u578b\u7684":101,"\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":117,"\u5b83\u7684":104,"\u5b83\u7684\u529f\u80fd\u662f":108,"\u5b83\u7684\u6bcf\u4e00\u4e2a\u5143\u7d20":100,"\u5b83\u7684\u8f93\u5165\u4e0e\u7ecf\u8fc7\u5b66\u4e60\u7684\u53c2\u6570\u505a\u5185\u79ef\u5e76\u52a0\u4e0a\u504f\u7f6e":107,"\u5b83\u8868\u793a":105,"\u5b83\u8d1f\u8d23\u51b3\u5b9a\u7f16\u8bd1\u65f6\u662f\u5426\u4f7f\u7528mklml\u548cmkl":57,"\u5b83\u9996\u5148\u8c03\u7528\u57fa\u6784\u9020\u51fd\u6570":107,"\u5b89\u6392":101,"\u5b89\u88c5":113,"\u5b89\u88c5\u4e0e\u7f16\u8bd1":99,"\u5b89\u88c5\u540e":95,"\u5b89\u88c5\u540e\u7684\u76ee\u5f55\u7ed3\u6784\u4e3a":61,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ca\u53ef\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u5de5\u5177":110,"\u5b89\u88c5\u597ddocker\u4e4b\u540e\u53ef\u4ee5\u4f7f\u7528\u6e90\u7801\u76ee\u5f55\u4e0b\u7684\u811a\u672c\u6784\u5efa\u6587\u6863":110,"\u5b89\u88c5\u5b8c\u6210\u4e4b\u540e":[116,130],"\u5b89\u88c5\u5b8c\u6bd5\u540e":113,"\u5b89\u88c5\u5f00\u53d1\u5de5\u5177\u5230":105,"\u5b89\u88c5\u6587\u6863":98,"\u5b89\u88c5\u65b9\u5f0f\u6765\u5feb\u901f\u5b89\u88c5paddlepaddl":116,"\u5b89\u88c5\u6d41\u7a0b":137,"\u5b89\u88c5\u8be5\u8f6f\u4ef6\u5305\u5c31\u53ef\u4ee5\u5728python\u73af\u5883\u4e0b\u5b9e\u73b0\u6a21\u578b\u9884\u6d4b":4,"\u5b89\u88c5paddlepaddl":137,"\u5b89\u9759":101,"\u5b8c\u6210":106,"\u5b8c\u6210\u4e00\u4e2a\u4f20\u8f93\u52a8\u4f5c\u5b8c\u6210\u7684\u65f6\u95f4\u4e5f\u6bd4\u8f83\u77ed":45,"\u5b8c\u6210\u4efb\u610f\u7684\u8fd0\u7b97\u903b\u8f91":103,"\u5b8c\u6210\u540evolume\u4e2d\u7684\u6587\u4ef6\u5185\u5bb9\u5927\u81f4\u5982\u4e0b":120,"\u5b8c\u6210\u5728windows\u4e0a\u5b89\u88c5\u548c\u4f7f\u7528dock":95,"\u5b8c\u6210\u5b89\u88c5":97,"\u5b8c\u6210\u5e38\u7528layer\u7684mkl":57,"\u5b8c\u6210\u5e38\u89c1\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edcvgg":57,"\u5b8c\u6210\u6570\u636e\u7684\u9884\u5904\u7406":36,"\u5b8c\u6210\u76f8\u5e94\u7684\u8ba1\u7b97":100,"\u5b8c\u6210paddlepaddle\u7684\u5b89\u88c5":98,"\u5b8c\u6574\u4ee3\u7801\u53ef\u4ee5\u53c2\u8003\u793a\u4f8b":91,"\u5b8c\u6574\u6e90\u7801\u53ef\u53c2\u8003":93,"\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":107,"\u5b8c\u6574\u7684\u914d\u7f6e\u6587\u4ef6\u5728":104,"\u5b98\u65b9\u6587\u6863":94,"\u5b9a\u4e49":57,"\u5b9a\u4e49\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185rnn\u5355\u5143\u5b8c\u6210\u7684\u8ba1\u7b97":103,"\u5b9a\u4e49\u4e00\u4e2apython\u7684":2,"\u5b9a\u4e49\u4e00\u4e9b\u9664\u4e86layer\u548cmemory\u76f8\u5173\u7684\u7c7b\u548c\u51fd\u6570":57,"\u5b9a\u4e49\u4e86\u4e00\u4e2a\u53ea\u8bfb\u7684memori":103,"\u5b9a\u4e49\u4e86lstm\u5355\u5143\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u7684\u8ba1\u7b97\u8fc7\u7a0b":92,"\u5b9a\u4e49\u4f4d\u7f6e":108,"\u5b9a\u4e49\u5728\u5916\u5c42":103,"\u5b9a\u4e49\u5f02\u6b65\u8bad\u7ec3\u7684\u957f\u5ea6":125,"\u5b9a\u4e49\u6e90\u8bed\u53e5\u7684\u6570\u636e\u5c42":104,"\u5b9a\u4e49\u7c7b\u578b":108,"\u5b9a\u4e49\u89e3\u7801\u5668\u7684memori":104,"\u5b9a\u4e49\u8f93\u5165":108,"\u5b9a\u4e49\u8f93\u51fa":108,"\u5b9a\u4e49\u8f93\u51fa\u51fd\u6570":104,"\u5b9a\u4e49\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5355\u6b65\u51fd\u6570":104,"\u5b9d\u5854\u7684\u5e95\u7aef\u9700\u8981\u575a\u5b9e\u7684\u57fa\u5ea7\u6765\u652f\u6491":98,"\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":101,"\u5b9e\u73b0\u5177\u4f53\u7684\u51fd\u6570\u529f\u80fd\u5373\u53ef":57,"\u5b9e\u73b0\u524d\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":107,"\u5b9e\u73b0\u5355\u6b65\u51fd\u6570":104,"\u5b9e\u73b0\u540e\u5411\u4f20\u64ad\u7684\u90e8\u5206\u6709\u4e0b\u9762\u51e0\u4e2a\u6b65\u9aa4":107,"\u5b9e\u73b0\u5728":108,"\u5b9e\u73b0\u5bf9":109,"\u5b9e\u73b0\u6570\u636e\u8f93\u5165\u51fd\u6570":2,"\u5b9e\u73b0\u65b0\u7684op\u90fd\u6dfb\u52a0\u81f3\u76ee\u5f55":108,"\u5b9e\u73b0\u6784\u9020\u51fd\u6570":107,"\u5b9e\u73b0\u7684":92,"\u5b9e\u73b0\u7b80\u5355":60,"\u5b9e\u73b0\u7ec6\u8282":107,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u524d\u5411\u4f20\u64ad":107,"\u5b9e\u73b0\u7f51\u7edc\u5c42\u7684\u540e\u5411\u4f20\u64ad":107,"\u5b9e\u73b0\u8bcd\u8bed\u548c\u53e5\u5b50\u4e24\u4e2a\u7ea7\u522b\u7684\u53cc\u5c42rnn\u7ed3\u6784":103,"\u5b9e\u73b0\u8be5\u5c42\u7684c":107,"\u5b9e\u9645\u4e0a\u4f7f\u7528\u4e86":92,"\u5b9e\u9645\u4e0a\u53ea\u6709":136,"\u5b9e\u9645\u4e0a\u9700\u8981\u7684\u8f93\u51fa\u7ed3\u679c\u662f\u4e24\u4e2a\u77e9\u9635":91,"\u5ba2\u6237":101,"\u5bb6":101,"\u5bb9\u5668\u8fd0\u884c\u90fd\u8fd0\u884c":120,"\u5bb9\u5668\u9ed8\u8ba4\u6267\u884c":129,"\u5bbd\u5ea6\u7b49\u4e8e\u914d\u7f6e\u4e2dlayer\u7684s":91,"\u5bbf\u4e3b\u673a\u7684c":[129,130,131],"\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":114,"\u5bf9":101,"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f01\u5411\u91cf":[2,98],"\u5bf9\u4e00\u4e2a5\u7ef4\u975e\u5e8f\u5217\u7684\u7a00\u758f\u6d6e\u70b9\u5411\u91cf":[2,98],"\u5bf9\u4e8e":104,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u8bad\u7ec3\u4efb\u52a1":116,"\u5bf9\u4e8e\u4e0d\u540c\u7684\u96c6\u7fa4\u5e73\u53f0":116,"\u5bf9\u4e8e\u4e0d\u540c\u8bed\u8a00":60,"\u5bf9\u4e8e\u4e24\u79cd\u4e0d\u540c\u7684\u8f93\u5165\u6570\u636e\u7c7b\u578b":101,"\u5bf9\u4e8e\u4e60\u60ef\u4f7f\u7528windows\u548cmacos\u7684\u5f00\u53d1\u8005\u6765\u8bf4":105,"\u5bf9\u4e8e\u5185\u5b58\u8f83\u5c0f\u7684\u673a\u5668":2,"\u5bf9\u4e8e\u5355\u5c42rnn":101,"\u5bf9\u4e8e\u5355\u5c42rnn\u7684\u6570\u636e\u4e00\u5171\u6709\u4e24\u4e2a\u6837\u672c":101,"\u5bf9\u4e8e\u53cc\u5c42rnn":101,"\u5bf9\u4e8e\u540c\u4e00\u6bb5c":60,"\u5bf9\u4e8e\u540c\u6837\u7684\u6570\u636e":101,"\u5bf9\u4e8e\u540c\u6837\u8bbe\u7f6e\u7684\u7f51\u7edc\u6a21\u578b":56,"\u5bf9\u4e8e\u56fd\u5185\u7528\u6237":95,"\u5bf9\u4e8e\u591a\u8bed\u8a00\u63a5\u53e3":60,"\u5bf9\u4e8e\u5927\u591a\u6570\u8bed\u8a00":60,"\u5bf9\u4e8e\u5e8f\u5217\u957f\u5ea6":56,"\u5bf9\u4e8e\u6027\u80fd\u7684\u5173\u952e\u8def\u5f84\u90fd\u505a\u51fa\u4e86\u7ea2\u8272\u6807\u8bb0":113,"\u5bf9\u4e8e\u6211\u4eec\u652f\u6301\u7684\u5168\u90e8\u77e9\u9635\u64cd\u4f5c":107,"\u5bf9\u4e8e\u6709\u53c2\u6570\u7684\u5c42":57,"\u5bf9\u4e8e\u672c\u6837\u4f8b\u4ee3\u7801":116,"\u5bf9\u4e8e\u6bb5\u843d\u7684\u6587\u672c\u5206\u7c7b":101,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5355\u5c42rnn\u7684\u6570\u636e":101,"\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65b0\u52a0\u7684rnn":56,"\u5bf9\u4e8e\u6bcf\u79cd\u7c7b\u578b":61,"\u5bf9\u4e8e\u6bcf\u79cdc":61,"\u5bf9\u4e8e\u7ed9\u5b9a\u7684\u4e00\u6761\u6587\u672c":137,"\u5bf9\u4e8e\u914d\u5907\u6709\u6ce8\u610f\u529b\u673a\u5236\u7684\u89e3\u7801\u5668":104,"\u5bf9\u4e8eamazon":137,"\u5bf9\u4ee3\u7801\u8fdb\u884c\u6027\u80fd\u5206\u6790":114,"\u5bf9\u5168\u8fde\u63a5\u5c42\u6765\u8bf4":107,"\u5bf9\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570\u7684\u5c42":93,"\u5bf9\u5df2\u7ecfpush\u5230\u8fdc\u7a0b\u4ed3\u5e93\u7684\u591a\u4e2acommit":106,"\u5bf9\u5e94":130,"\u5bf9\u5e94\u4e00\u4e2a\u5b50\u53e5":103,"\u5bf9\u5e94\u4e00\u4e2a\u8bcd":103,"\u5bf9\u5e94\u4e8e\u5b57\u5178":135,"\u5bf9\u5e94\u7684":2,"\u5bf9\u5e94\u7684\u68af\u5ea6op\u8ba1\u7b97\u4e4b\u4e2d":108,"\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":137,"\u5bf9\u65b0\u7684\u6743\u91cd\u8fdb\u884c\u8f6c\u6362\u7528\u4e8e\u4e0b\u6b21\u8fed\u4ee3":56,"\u5bf9\u6bcf\u4e2a\u8f93\u5165":107,"\u5bf9\u6bcf\u4e2a\u8f93\u5165\u4e58\u4e0a\u53d8\u6362\u77e9\u9635":107,"\u5bf9\u6bd4":60,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u4e0e\u76f8\u5bf9\u5e94\u7684paddlepaddle\u539f\u6709lay":56,"\u5bf9\u6bd4\u4f18\u5316\u540elayer\u81ea\u8eab":56,"\u5bf9\u6bd4\u53cd\u5411op\u4e0d\u540c\u8bbe\u5907":108,"\u5bf9\u6fc0\u6d3b\u6c42\u5bfc":107,"\u5bf9\u7528\u6237\u6765\u8bf4":2,"\u5bf9\u8bad\u7ec3\u6570\u636e\u8fdb\u884cshuffl":2,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u4e0d\u540c\u610f\u7684":106,"\u5bf9\u8bc4\u5ba1\u610f\u89c1\u540c\u610f\u4e14\u6309\u5176\u4fee\u6539\u5b8c\u7684":106,"\u5bf9\u8be5\u5411\u91cf\u8fdb\u884c\u975e\u7ebf\u6027\u53d8\u6362":137,"\u5bf9\u8c61":93,"\u5bf9\u8f93\u5165\u53c2\u6570\u7684\u5b89\u5168\u6027\u8fdb\u884c\u4e86\u5fc5\u8981\u7684\u5224\u65ad":61,"\u5bf9\u8f93\u51fa\u7684\u5408\u5e76":103,"\u5bf9\u8fd9\u4e2a\u7248\u672c\u7684\u63d0\u4ea4":80,"\u5bf9\u9762":101,"\u5bf9check":2,"\u5bf9sparse_binary_vector\u548csparse_float_vector":[2,98],"\u5bfb\u627e\u6709\u6ca1\u6709\u5176\u4ed6\u53ef\u4ee5\u4f18\u5316\u7684\u53ef\u80fd":57,"\u5bfb\u627epython\u4e0ec":113,"\u5bfc\u51fa\u8fd9\u4e9b\u63a5\u53e3":61,"\u5bfc\u81f4\u4e86\u6d6e\u70b9\u6570\u6ea2\u51fa":91,"\u5bfc\u81f4\u53c2\u6570\u6536\u655b\u5230\u4e86\u4e00\u4e9b\u5947\u5f02\u7684\u60c5\u51b5":91,"\u5bfc\u81f4\u53c2\u6570\u7d2f\u52a0":91,"\u5bfc\u81f4\u7f16\u8bd1paddlepaddle\u5931\u8d25":88,"\u5bfc\u81f4\u8bad\u7ec3\u65f6\u95f4\u8fc7\u957f":93,"\u5bfc\u81f4mklml\u5e93\u4e0b\u8f7d\u4e0d\u6210\u529f":88,"\u5c01\u88c5\u4e86":114,"\u5c01\u88c5\u8be5\u5c42\u7684python\u63a5\u53e3":107,"\u5c06":[2,80,93,114,137],"\u5c06\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u62c6\u5206\u6210\u591a\u4efd":35,"\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":104,"\u5c06\u4f1a\u4f18\u5148\u4f7f\u7528":116,"\u5c06\u4f1a\u59cb\u7ec8\u4f7f\u7528":129,"\u5c06\u4f1a\u5c06\u7528\u6237\u4f20\u8fdb\u6765\u7684\u914d\u7f6e\u53c2\u6570\u4f20\u9012cmake\u7cfb\u7edf":129,"\u5c06\u4f1a\u81ea\u52a8\u8ba1\u7b97\u51fa\u4e00\u4e2a\u5408\u9002\u7684\u503c":125,"\u5c06\u5176\u8bbe\u7f6e\u6210":91,"\u5c06\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5148\u53d8\u6362\u6210\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u6570\u636e":101,"\u5c06\u542b\u6709\u5b50\u53e5":103,"\u5c06\u542b\u6709\u8bcd\u8bed\u7684\u53e5\u5b50\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":103,"\u5c06\u591a\u53e5\u8bdd\u770b\u6210\u4e00\u4e2a\u6574\u4f53\u540c\u65f6\u4f7f\u7528encoder\u538b\u7f29":101,"\u5c06\u591a\u53f0\u673a\u5668\u7684\u6d4b\u8bd5\u7ed3\u679c\u5408\u5e76":125,"\u5c06\u5927\u91cf\u7684":60,"\u5c06\u5b57\u5178\u7684\u5730\u5740\u4f5c\u4e3aargs\u4f20\u7ed9dataprovid":93,"\u5c06\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u524d\u5411\u548c\u53cd\u5411\u90e8\u5206\u6df7\u5408\u5728\u4e00\u8d77":104,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u4ee5\u7f51\u9875\u7684\u5f62\u5f0f\u5c55\u793a\u51fa\u6765":113,"\u5c06\u6027\u80fd\u5206\u6790\u7ed3\u679c\u6309\u7167tottime\u6392\u5e8f":113,"\u5c06\u6570\u636e\u5207\u5206\u6210\u591a\u4efd":116,"\u5c06\u6570\u636e\u5904\u7406\u6210\u89c4\u8303\u683c\u5f0f":135,"\u5c06\u6570\u636e\u7ec4\u5408\u6210batch\u8fdb\u884c\u8bad\u7ec3":2,"\u5c06\u65b0\u5206\u652f\u7684\u7248\u672c\u6253\u4e0atag":80,"\u5c06\u65b0\u5efa\u7684\u6743\u91cd\u52a0\u5165\u6743\u91cd\u8868":107,"\u5c06\u660e\u6587\u53c2\u6570\u8f6c\u5316\u4e3apaddlepaddle\u53ef\u52a0\u8f7d\u7684\u6a21\u578b\u53c2\u6570\u65f6":93,"\u5c06\u672c\u5730\u7684\u4fee\u6539\u63a8\u9001\u5230":106,"\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":120,"\u5c06\u73af\u5883\u53d8\u91cf\u8f6c\u6362\u6210paddle\u7684\u547d\u4ee4\u884c\u53c2\u6570":120,"\u5c06\u7528\u4e8epython":108,"\u5c06\u7ed3\u679c\u4fdd\u5b58\u5230\u6b64\u76ee\u5f55\u91cc":120,"\u5c06\u884c\u4e2d\u7684\u6570\u636e\u8f6c\u6362\u6210\u4e0einput_types\u4e00\u81f4\u7684\u683c\u5f0f":2,"\u5c06\u88ab\u5206\u4e3a":135,"\u5c06\u8bad\u7ec3\u6587\u4ef6\u4e0e\u5207\u5206\u597d\u7684\u6570\u636e\u4e0a\u4f20\u5230\u5171\u4eab\u5b58\u50a8":120,"\u5c06\u8be5\u53e5\u8bdd\u5305\u542b\u7684\u6240\u6709\u5355\u8bcd\u5411\u91cf\u6c42\u5e73\u5747":137,"\u5c06\u8df3\u8fc7\u5206\u53d1\u9636\u6bb5\u76f4\u63a5\u542f\u52a8\u6240\u6709\u8282\u70b9\u7684\u96c6\u7fa4\u4f5c\u4e1a":117,"\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":101,"\u5c06\u8fdc\u7a0b\u4ed3\u5e93":106,"\u5c06\u900f\u660e":117,"\u5c06\u9700\u8981\u8f93\u51fa\u7684\u5c42\u4f5c\u4e3a":91,"\u5c06cuda\u5e93\u548clinux\u8bbe\u5907\u6302\u8f7d\u5230docker\u5bb9\u5668\u5185":95,"\u5c06ip\u6392\u5e8f\u751f\u6210\u7684\u5e8f\u53f7\u4f5c\u4e3atrain":120,"\u5c06master\u5206\u652f\u7684\u5408\u5165commit\u6253\u4e0atag":80,"\u5c06node\u8282\u70b9\u7684ip\u5730\u5740\u4fdd\u5b58\u5230machines\u6587\u4ef6\u4e2d":121,"\u5c06paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u8fd8\u539f\u56de\u660e\u6587\u65f6":93,"\u5c06recurr":92,"\u5c0f\u4e8e\u67d0\u4e2a\u6bd4\u8f83\u5c0f\u7684\u9608\u503c\u8ba4\u4e3a\u901a\u8fc7":57,"\u5c1a\u53ef":101,"\u5c31":101,"\u5c31\u4f1a\u5728\u5b8c\u6210\u7f16\u8bd1\u4e4b\u540e":94,"\u5c31\u4f1a\u751f\u6210\u975e\u5e38\u591a\u7684gener":2,"\u5c31\u53ef\u4ee5\u4e86\u89e3\u5230\u95ee\u9898\u4ee3\u7801\u5728\u54ea\u91cc":113,"\u5c31\u53ef\u4ee5\u4f7f\u7528\u4e0b\u9762\u7684\u547d\u4ee4\u5f00\u59cb\u6267\u884c\u8bad\u7ec3":95,"\u5c31\u53ef\u4ee5\u5c06\u6570\u636e\u4f20\u9001\u7ed9paddlepaddle\u4e86":2,"\u5c31\u53ef\u4ee5\u6309":105,"\u5c31\u5f88\u5bb9\u6613\u5bfc\u81f4\u5185\u5b58\u8d85\u9650":91,"\u5c31\u662f":101,"\u5c31\u662f\u7528\u4e8e\u5c55\u793a\u4e0a\u8ff0\u5206\u6790\u5de5\u5177\u7684\u7528\u6cd5":114,"\u5c31\u80fd\u591f\u5f88\u65b9\u4fbf\u7684\u5b8c\u6210\u6570\u636e\u4e0b\u8f7d\u548c\u76f8\u5e94\u7684\u9884\u5904\u7406\u5de5\u4f5c":137,"\u5c31\u8fd9\u4e48\u7b80\u5355":95,"\u5c31\u901a\u5e38\u7684gpu\u6027\u80fd\u5206\u6790\u6765\u8bf4":114,"\u5c31\u9700\u8981\u5bf9\u8fd9\u4e2a\u7b2c\u4e09\u65b9\u8bed\u8a00\u589e\u52a0\u4e00\u4e9b\u5b9a\u4e49":60,"\u5c31\u9700\u8981\u9009\u62e9\u4f7f\u7528no":95,"\u5c3a\u5bf8":136,"\u5c3d\u65e9\u62a5\u9519":108,"\u5c42\u548c\u8f93\u5165\u7684\u914d\u7f6e":107,"\u5c42\u6743\u91cd":136,"\u5c42\u6b21\u5316\u7684rnn":103,"\u5c42\u7279\u5f81":136,"\u5c42\u7684\u540d\u79f0\u4e0e":104,"\u5c42\u7684\u5927\u5c0f":107,"\u5c42\u7684\u7279\u5f81":136,"\u5c42\u7684\u7c7b\u578b":107,"\u5c42\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684":104,"\u5c45\u7136":101,"\u5c55\u793a\u4e86\u4e0a\u8ff0\u7f51\u7edc\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u679c":137,"\u5c55\u793a\u7684\u8c03\u7528\u56fe\u4e5f\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u6027\u80fd\u4e2d\u7684\u95ee\u9898":113,"\u5c5e\u4e8e\u8fd9\u4e00\u7c7b\u7684\u5b9e\u73b0":92,"\u5c5e\u6027":108,"\u5de5\u4f5c\u6a21\u5f0f":125,"\u5de5\u4f5c\u7a7a\u95f4\u4e2d\u7684":117,"\u5de5\u4f5c\u7a7a\u95f4\u5e94\u5982\u4e0b\u6240\u793a":116,"\u5de5\u5177\u5408\u5e76fat\u5e93":130,"\u5de5\u5177\u670d\u52a1\u5668\u5c06\u8bfb\u53d6\u73af\u5883\u53d8\u91cf":110,"\u5de5\u5177\u6765\u7ba1\u7406":106,"\u5de5\u5177\u6765\u7f16\u8bd1\u6587\u6863":110,"\u5de5\u5177\u94fe":129,"\u5de5\u5177\u94fe\u7684android":129,"\u5de6\u53f3\u7684\u8ba1\u7b97\u65f6\u95f4":113,"\u5de6\u56fe\u6784\u9020\u7f51\u7edc\u6a21\u5757\u7684\u65b9\u5f0f\u88ab\u7528\u4e8e34\u5c42\u7684\u7f51\u7edc\u4e2d":136,"\u5de6\u8fb9\u662f":136,"\u5dee\u8bc4":137,"\u5df2\u6253\u5f00":106,"\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":125,"\u5e02\u9762\u4e0a\u5df2\u7ecf\u6709nvidia\u6216\u7b2c\u4e09\u65b9\u63d0\u4f9b\u7684\u4f17\u591a\u5de5\u5177":114,"\u5e26\u6709\u4e0b\u9762\u4e24\u4e2a\u6a21\u677f\u53c2\u6570":108,"\u5e2e\u52a9\u6211\u4eec\u5b8c\u6210\u5bf9\u8f93\u5165\u5e8f\u5217\u7684\u62c6\u5206":103,"\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u63cf\u8ff0\u6bb5\u843d":103,"\u5e2e\u52a9\u6211\u4eec\u6784\u9020\u4e00\u4e9b\u590d\u6742\u7684\u8f93\u5165\u4fe1\u606f":100,"\u5e38\u5e38\u51fa\u73b0":88,"\u5e38\u7528\u4f18\u5316\u7b97\u6cd5\u5305\u62ecmomentum":137,"\u5e38\u7528\u7684cmake\u914d\u7f6e\u5982\u4e0b":[129,130],"\u5e38\u89c1\u7684\u5305\u62ec":113,"\u5e72\u51c0":101,"\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":135,"\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4":35,"\u5e73\u5747\u6545\u969c\u7387":35,"\u5e76\u4e0d\u4fdd\u8bc1":107,"\u5e76\u4e0d\u662f\u4f7f\u7528\u53cc\u5c42rnn\u89e3\u51b3\u5b9e\u9645\u7684\u95ee\u9898":101,"\u5e76\u4e0d\u662fkubernetes\u4e2d\u7684node\u6982\u5ff5":120,"\u5e76\u4e0d\u771f\u6b63\u7684\u548c":101,"\u5e76\u4e0d\u96be":105,"\u5e76\u4e14":[2,104],"\u5e76\u4e14\u4e5f\u53ef\u4ee5\u5728windows\u7684docker\u4e2d\u8fd0\u884c":95,"\u5e76\u4e14\u4e66\u5199\u4e00\u4efd\u4ee3\u7801":109,"\u5e76\u4e14\u4f1a\u5199\u597d":57,"\u5e76\u4e14\u4f1a\u6839\u636e":129,"\u5e76\u4e14\u4f7f\u7528":61,"\u5e76\u4e14\u5185\u5c42\u7684\u5e8f\u5217\u64cd\u4f5c\u4e4b\u95f4\u72ec\u7acb\u65e0\u4f9d\u8d56":101,"\u5e76\u4e14\u52a0\u4e0a\u4e0b\u9762\u7684\u547d\u4ee4\u884c\u53c2\u6570":127,"\u5e76\u4e14\u5305\u62ecunit":106,"\u5e76\u4e14\u53ea\u6709\u4e00\u4e2a\u6743\u91cd":136,"\u5e76\u4e14\u53ea\u9700\u8981\u5728\u5fc5\u8981\u7684\u65f6\u5019\u8f6c\u6362\u8fd9\u79cd\u683c\u5f0f":57,"\u5e76\u4e14\u53ef\u80fd\u4f1a\u52a0\u901f\u8bad\u7ec3\u8fc7\u7a0b":91,"\u5e76\u4e14\u542f\u52a8\u8bad\u7ec3":120,"\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":60,"\u5e76\u4e14\u5728\u968f\u540e\u7684\u8bfb\u53d6\u6570\u636e\u8fc7\u7a0b\u4e2d\u586b\u5145\u8bcd\u8868":137,"\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":136,"\u5e76\u4e14\u5c55\u793a\u4e86\u5982\u4f55\u5229\u7528paddlepaddle\u6765\u89e3\u51b3\u4e00\u4e2a\u7ecf\u5178\u7684\u7ebf\u6027\u56de\u5f52\u95ee\u9898":98,"\u5e76\u4e14\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":130,"\u5e76\u4e14\u5f53\u7f16\u8bd1\u65f6":56,"\u5e76\u4e14\u628a\u5404\u79cd\u5f00\u53d1\u5de5\u5177\u5b89\u88c5\u8fdb\u53bb":105,"\u5e76\u4e14\u628a\u7cfb\u7edf\u751f\u6210\u7684ca":45,"\u5e76\u4e14\u628a\u7ed3\u679c\u8fd4\u56depfsclient\u7aef":45,"\u5e76\u4e14\u67e5\u8be2paddlepaddle\u5355\u5143\u6d4b\u8bd5\u7684\u65e5\u5fd7":88,"\u5e76\u4e14\u7f16\u8bd1\u65f6\u9700\u8981\u6253\u5f00":108,"\u5e76\u4e14\u7f16\u8bd1\u80fd\u901a\u8fc7\u4ee3\u7801\u6837\u5f0f\u68c0\u67e5":106,"\u5e76\u4e14\u8ba9\u63a5\u53e3\u8131\u79bb\u5b9e\u73b0\u7ec6\u8282":60,"\u5e76\u4e14\u8bbe\u7f6e\u9ed8\u8ba4\u503c\u4e3a1":108,"\u5e76\u4e14\u8f93\u5165\u8f93\u51fa\u90fd\u662f\u5171\u7528\u4e00\u5757\u5185\u5b58":57,"\u5e76\u4e14\u8f93\u51fa\u4e00\u4e2a":106,"\u5e76\u4e14\u8fd0\u884c":105,"\u5e76\u4e14\u9700\u8981\u91cd\u5199\u57fa\u7c7b\u4e2d\u7684\u4ee5\u4e0b\u51e0\u4e2a\u865a\u51fd\u6570":107,"\u5e76\u4e14cpu":108,"\u5e76\u4e14softmax\u5c42\u7684\u4e24\u4e2a\u8f93\u5165\u4e5f\u4f7f\u7528\u4e86\u540c\u6837\u7684\u53c2\u6570":93,"\u5e76\u4f20\u5165\u76f8\u5e94\u7684\u547d\u4ee4\u884c\u53c2\u6570\u521d\u59cb\u5316paddlepaddl":4,"\u5e76\u4f7f\u7528":117,"\u5e76\u4f7f\u7528\u4e86dropout":137,"\u5e76\u4fdd\u5b58\u8f93\u51fa\u5230\u4e00\u4e2a\u65e5\u5fd7\u6587\u4ef6":116,"\u5e76\u521b\u5efa\u4e86\u4e00\u4e2a\u65b0\u6587\u4ef6":106,"\u5e76\u521b\u5efaoptim":98,"\u5e76\u521d\u59cb\u5316":108,"\u5e76\u5220\u9664":80,"\u5e76\u5220\u9664\u66f4\u65e9\u7684\u5feb\u7167":35,"\u5e76\u52a0\u8f7d\u5176\u4e2d\u7684\u53c2\u6570":35,"\u5e76\u53d1\u5e03\u5230pypi":80,"\u5e76\u53ef\u4ee5\u5728\u5927\u591a\u6570\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf\u4ee5\u53camacos\u4e0a\u6267\u884c":97,"\u5e76\u548c\u53c2\u6570\u670d\u52a1\u5668\u901a\u4fe1":116,"\u5e76\u5728\u4e58\u79ef\u7ed3\u679c\u4e0a\u518d\u52a0\u4e0a\u7ef4\u5ea6\u4e3a":107,"\u5e76\u5728\u6700\u5f00\u59cb\u521d\u59cb\u5316\u4e3a\u8d77\u59cb\u8bcd":104,"\u5e76\u5728\u6bcf\u6b21\u6743\u91cd\u66f4\u65b0\u540e":56,"\u5e76\u5728\u7c7b\u6784\u5efa\u51fd\u6570\u4e2d\u628a\u5b83\u653e\u5165\u4e00\u4e2a\u7c7b\u6210\u5458\u53d8\u91cf\u91cc":107,"\u5e76\u5728\u8be5layer\u91cc\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u8bbe\u7f6e":92,"\u5e76\u5728\u96c6\u7fa4\u4e2d\u8fd0\u884c\u591a\u4e2a\u5206\u5e03\u5f0f\u6570\u636e\u5904\u7406\u4efb\u52a1":36,"\u5e76\u5728python\u811a\u672c\u4e2d\u5b8c\u6210\u4e0eoperator\u540c\u6837\u7684\u8ba1\u7b97\u903b\u8f91":108,"\u5e76\u5b89\u88c5\u4e86python":88,"\u5e76\u5b89\u88c5\u6700\u65b0":97,"\u5e76\u5b89\u88c5\u6709python2":99,"\u5e76\u5b8c\u6210\u53c2\u6570\u4f18\u5316\u66f4\u65b0":116,"\u5e76\u5bf9\u6bd4\u662f\u5426\u548c\u6b63\u5728\u5b89\u88c5\u7684\u540e\u7f00\u4e00\u81f4":88,"\u5e76\u5bf9\u76f8\u5e94\u7684\u53c2\u6570\u8c03\u7528":107,"\u5e76\u5c06":80,"\u5e76\u5c06\u5176\u6295\u5c04\u5230":104,"\u5e76\u5c06\u8be5layer\u4e0a\u4e00\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u4f5c\u4e3a\u81ea\u8eab\u5f53\u524d\u65f6\u95f4\u6b65\u7684\u8f93\u51fa":92,"\u5e76\u5c06c":61,"\u5e76\u624b\u52a8\u751f\u6210download\u6210\u529f\u6807\u7b7e":88,"\u5e76\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":95,"\u5e76\u628a\u5feb\u7167\u4fdd\u5b58\u5230\u8fd9\u4e2a\u76ee\u5f55\u4e0b":35,"\u5e76\u628a\u7ed3\u679c\u653e\u5230\u5f53\u524d\u5c42\u7684":57,"\u5e76\u628a\u8fd9\u4e2a\u5305\u542b\u4e86\u8bad\u7ec3\u6570\u636e\u7684container\u4fdd\u5b58\u4e3a\u4e00\u4e2a\u65b0\u7684\u955c\u50cf":119,"\u5e76\u63d0\u4f9b\u4e86\u7b80\u5355\u7684cache\u529f\u80fd":2,"\u5e76\u66f4\u6362job":89,"\u5e76\u6839\u636e\u5206\u5e03\u5f0f\u8bad\u7ec3\u5e76\u53d1\u6570":116,"\u5e76\u68c0\u67e5\u548c\u9700\u5b89\u88c5\u7684\u5305\u662f\u5426\u5339\u914d":97,"\u5e76\u6ca1\u6709paddle\u7279\u522b\u9700\u8981\u7684\u7279\u6027":60,"\u5e76\u6dfb\u52a0\u5934\u6587\u4ef6":56,"\u5e76\u6dfb\u52a0\u6ce8\u91ca":108,"\u5e76\u7279\u5316\u6a21\u677f\u53c2\u6570\u4e3a":108,"\u5e76\u7c98\u8d34\u6b64python\u4ee3\u7801":99,"\u5e76\u7ed9\u51fa\u7684\u76f8\u5173\u6a21\u578b\u683c\u5f0f\u7684\u5b9a\u4e49":135,"\u5e76\u81ea\u52a8\u4e0b\u8f7d\u5b89\u88c5\u4f9d\u8d56\u8f6f\u4ef6":97,"\u5e76\u81ea\u52a8\u7f16\u8bd1\u5bbf\u4e3b\u673a\u7248protoc\u53ef\u6267\u884c\u6587\u4ef6":[129,131],"\u5e76\u884c\u5730\u6267\u884c\u6a21\u578b\u7684\u8bad\u7ec3":116,"\u5e76\u884c\u5730\u63a5\u6536\u68af\u5ea6\u548c\u66f4\u65b0\u53c2\u6570":116,"\u5e76\u88ab\u5b58\u50a8\u5728\u8bf8\u5982hadoop":36,"\u5e76\u89c2\u5bdf\u7ed3\u679c":114,"\u5e76\u89e3\u91ca\u4e86\u5404\u81ea\u542b\u4e49":108,"\u5e76\u8bb0\u5f55\u5b83\u7684\u7f16\u53f7":106,"\u5e76\u8fdb\u884c\u521d\u59cb\u5316\u64cd\u4f5c":98,"\u5e76\u9002\u5e94github\u7684\u7279\u6027\u505a\u4e86\u4e00\u4e9b\u533a\u522b":80,"\u5e76\u9010\u6e10\u5c55\u793a\u66f4\u52a0\u6df1\u5165\u7684\u529f\u80fd":137,"\u5e76\u91cd\u65b0\u6253\u5305wheel\u5305":80,"\u5e76\u94fe\u63a5\u5230\u751f\u6210\u7684lib\u5e93\u4e2d":108,"\u5e78\u800cpython\u7684\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93":113,"\u5e8a\u4e0a\u7528\u54c1":101,"\u5e8a\u57ab":101,"\u5e8f\u5217\u4e2d\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee\u540c":100,"\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":103,"\u5e8f\u5217\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b":100,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u5927\u591a\u9075\u5faaencod":103,"\u5e8f\u5217\u751f\u6210\u4efb\u52a1\u7684\u8f93\u5165":103,"\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u539f\u6765\u53cc\u5c42\u5e8f\u5217\u6bcf\u4e2asubseq\u5143\u7d20\u7684\u5e73\u5747\u503c":100,"\u5e8f\u5217\u8f93\u5165\u65f6\u7b49\u4e8e":91,"\u5e94\u7528\u524d\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u5e94\u7528\u53cd\u5411\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":104,"\u5e94\u7528\u6a21\u578b":137,"\u5e94\u80fd\u53cd\u6620\u5f53\u524dcommit\u7684\u5185\u5bb9":106,"\u5e94\u8be5":101,"\u5e94\u8be5\u4e0e\u5b83\u7684memory\u540d\u5b57\u76f8\u540c":104,"\u5e94\u8be5\u8bf4\u8c22\u8c22":106,"\u5e94\u8be5\u8bfb\u53d6\u5f53\u524d\u76ee\u5f55\u4e0b\u7684":105,"\u5e94\u8be5\u964d\u4f4e\u5b66\u4e60\u7387":93,"\u5e95\u5c42\u8fdb\u7a0b":117,"\u5efa\u7acb\u4e00\u4e2a":106,"\u5efa\u8bae":[80,96,106],"\u5efa\u8bae\u5c06\u8be5\u53c2\u6570\u8bbe\u4e3atrue":125,"\u5f00\u53d1\u4e86\u6a21\u578b\u9884\u6d4b\u7684\u6837\u4f8b\u4ee3\u7801":61,"\u5f00\u53d1\u4eba\u5458\u4f7f\u7528":106,"\u5f00\u53d1\u5206\u652f":97,"\u5f00\u53d1\u8005\u4f7f\u7528":105,"\u5f00\u53d1\u8005\u4fee\u6539\u81ea\u5df1\u7684\u4ee3\u7801":80,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4e2d":80,"\u5f00\u53d1\u8005fork\u7684\u7248\u672c\u5e93\u4f7f\u7528":80,"\u5f00\u53d1\u955c\u50cf":106,"\u5f00\u542f":94,"\u5f00\u5934":[56,57],"\u5f00\u5934\u7684\u90e8\u5206":116,"\u5f00\u5934\u90e8\u5206\u6307\u5b9a":116,"\u5f00\u59cb\u63d0\u4f9b\u670d\u52a1":35,"\u5f00\u59cb\u6807\u8bb0":104,"\u5f00\u59cb\u795e\u7ecf\u7f51\u7edc\u7684":116,"\u5f00\u59cb\u8bad\u7ec3\u6a21\u578b":137,"\u5f00\u59cb\u9636\u6bb5":114,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":124,"\u5f15\u5165\u4e86\u4ee5\u4e0b\u56db\u4e2aapi":56,"\u5f15\u5165\u4e86\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5f15\u5165paddlepaddle\u7684pydataprovider2\u5305":2,"\u5f15\u53d1":13,"\u5f15\u5bfc\u5c42":104,"\u5f15\u7528memory\u5f97\u5230\u8fd9layer\u4e0a\u4e00\u65f6\u523b\u8f93\u51fa":103,"\u5f3a\u70c8\u63a8\u8350":101,"\u5f52\u4e00\u5316\u6982\u7387\u5411\u91cf":104,"\u5f53":127,"\u5f53\u4f60\u6267\u884c\u547d\u4ee4":107,"\u5f53\u4fdd\u5b58\u7684\u7f51\u7edc\u53c2\u6570\u4e3afloat\u7c7b\u578b\u65f6\u4e3a4":93,"\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":104,"\u5f53\u524d\u7684\u5b66\u4e60\u7387\u4e3a\u6240\u8bbe\u7f6e":93,"\u5f53\u524d\u7684\u5b9e\u73b0\u65b9\u5f0f\u4e0b":107,"\u5f53\u524d\u7684\u8f93\u5165y\u548c\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51farnn_state\u505a\u4e86\u4e00\u4e2a\u5168\u94fe\u63a5":101,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1\u542f\u52a8\u7684pserver\u7684ip\u5217\u8868":116,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1pserver\u603b\u6570":116,"\u5f53\u524d\u8bad\u7ec3\u4efb\u52a1trainer\u603b\u4e2a\u6570":116,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":137,"\u5f53\u524dlog_period\u4e2abatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":137,"\u5f53\u529f\u80fd\u5206\u652f\u5f00\u53d1\u5b8c\u6bd5\u540e":80,"\u5f53\u53ea\u505a\u63a8\u65ad":56,"\u5f53\u5728\u7f51\u7edc\u5c42\u914d\u7f6e\u4e2d\u8bbe\u7f6e":125,"\u5f53\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u8bbe\u7f6e":125,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e1000\u5c0f\u4e8e\u7b49\u4e8e2000\u65f6":93,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5927\u4e8e2000\u65f6":93,"\u5f53\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5c0f\u4e8e\u7b49\u4e8e1000\u65f6":93,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e1\u5c0f\u4e8e\u7b49\u4e8e2\u65f6":93,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5927\u4e8e2\u65f6":93,"\u5f53\u5df2\u8bad\u7ec3pass\u6570\u5c0f\u4e8e\u7b49\u4e8e1\u65f6":93,"\u5f53\u5f00\u542f":57,"\u5f53\u6211\u4eec\u505a\u51fa\u6027\u80fd\u4fee\u6b63\u540e":113,"\u5f53\u6240\u6709pod\u90fd\u5904\u4e8erunning\u72b6\u6001":120,"\u5f53\u6253\u5f00":57,"\u5f53\u6570\u636e\u683c\u5f0f\u4e0epaddlepaddle\u9ed8\u8ba4\u7684":57,"\u5f53\u6a21\u578b\u53c2\u6570\u4e0d\u5b58\u5728\u65f6":125,"\u5f53\u6a21\u578b\u8bad\u7ec3\u597d\u4e86\u4e4b\u540e":137,"\u5f53\u6a21\u5f0f\u4e3a":125,"\u5f53\u7136":[95,114],"\u5f53\u7136\u53ef\u4ee5":105,"\u5f53\u7136\u8fd9\u4e24\u8005\u4e5f\u53ef\u4ee5\u76f8\u7b49":57,"\u5f53\u7528\u6237\u4f7f\u7528\u5b8c\u8fd9\u4e2a\u53c2\u6570\u540e":61,"\u5f53\u7528\u6237\u6ca1\u6709\u663e\u5f0f\u8bbe\u5b9a\u65f6":92,"\u5f53\u7f51\u7edc\u51fa\u73b0\u5206\u652f\u4e14\u5728":57,"\u5f53\u7f51\u7edc\u5c42\u7528\u4e00\u4e2a\u6279\u6b21\u505a\u8bad\u7ec3\u65f6":107,"\u5f53\u89e3\u8bfb\u6bcf\u4e00\u4e2a":104,"\u5f53\u8bad\u7ec3\u6570\u636e\u975e\u5e38\u591a\u65f6":2,"\u5f53\u8d85\u8fc7\u8be5\u9608\u503c\u65f6":125,"\u5f53\u8f93\u5165\u662f\u7ef4\u5ea6\u5f88\u9ad8\u7684\u7a00\u758f\u6570\u636e\u65f6":127,"\u5f53\u9700\u8981\u5b8c\u6210\u8ba1\u7b97\u65f6":109,"\u5f53destination\u6587\u4ef6\u4e0d\u5b58\u5728\u6216\u8005\u5927\u5c0f\u548csource\u6587\u4ef6\u4e0d\u4e00\u81f4\u65f6":45,"\u5f53n1":91,"\u5f62\u6210recurr":103,"\u5f62\u6210recurrent\u8fde\u63a5":103,"\u5f62\u72b6":136,"\u5f88":[101,137],"\u5f88\u591a":[101,105],"\u5f88\u5b89\u9759":101,"\u5f88\u5e72\u51c0":101,"\u5f88\u65b9\u4fbf":101,"\u5f88\u6709\u53ef\u80fd\u5b9e\u9645\u5e94\u7528\u5c31\u662f\u6ca1\u6709\u6309\u7167\u60a8\u7684\u9884\u671f\u60c5\u51b5\u8fd0\u884c":114,"\u5f88\u6709\u53ef\u80fd\u662f\u975e\u72ec\u5360\u65b9\u5f0f\u6267\u884c\u5bfc\u81f4\u7684\u7aef\u53e3\u51b2\u7a81":89,"\u5f88\u96be\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":60,"\u5f88\u96be\u6574\u4f53\u4fee\u6b63":2,"\u5f97":101,"\u5f97\u4f7f\u7528":60,"\u5f97\u5230\u53e5\u5b50\u7684\u8868\u793a":137,"\u5f97\u5230\u8f93\u51fa\u503c":108,"\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e2a\u65f6\u95f4\u6b65\u603b\u662f\u80fd\u591f\u5f15\u7528\u6240\u6709\u8f93\u5165":103,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4e2d":104,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u4f5c\u4e3a\u4f7f\u7528":104,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u548c":104,"\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u9aa4\u987a\u5e8f\u5730\u5904\u7406\u5e8f\u5217":104,"\u5faa\u73af\u7f51\u7edc\u4ece":104,"\u5fc5\u8981":61,"\u5fc5\u9009":116,"\u5fc5\u987b":107,"\u5fc5\u987b\u4e00\u81f4":2,"\u5fc5\u987b\u4f7f\u7528python\u5173\u952e\u8bcd":2,"\u5fc5\u987b\u5206\u522b\u4e0e":57,"\u5fc5\u987b\u5c06\u524d\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5143\u7d20":101,"\u5fc5\u987b\u6307\u5411\u4e00\u4e2apaddlepaddle\u5b9a\u4e49\u7684lay":103,"\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":103,"\u5fc5\u987b\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u5fc5\u987b\u7531\u53ea\u8bfbmemory\u7684":104,"\u5fc5\u987b\u8bbe\u7f6e\u4e3a":[129,130],"\u5fc5\u987b\u8bbe\u7f6e\u4e3aon":130,"\u5fc5\u987b\u914d\u7f6e\u4e3a":131,"\u5feb":101,"\u6027\u4ef7\u6bd4":101,"\u6027\u80fd\u4f18\u5316\u7684\u8fc7\u7a0b\u901a\u5e38\u662f\u4e0d\u65ad\u91cd\u590d\u5730":113,"\u6027\u80fd\u5206\u6790":114,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u662f\u7528\u4e8e\u7ed9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u505a\u5b9a\u91cf\u5206\u6790\u7684":114,"\u6027\u80fd\u5206\u6790\u662f\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u4e00\u6b65":114,"\u6027\u80fd\u548c\u628a\u7f16\u8bd1\u5de5\u5177\u5b89\u88c5\u5728\u672c\u673a\u8fd0\u884c\u4e00\u6837":105,"\u6027\u80fd\u8c03\u4f18":124,"\u6027\u80fdtip":[129,130],"\u603b\u4f53\u6765\u8bf4":101,"\u603b\u8ba1\u7684\u53c2\u6570\u4e2a\u6570":135,"\u60a8\u4e5f\u53ef\u4ee5\u8fdb\u5165\u5230docker\u5bb9\u5668\u4e2d":95,"\u60a8\u4f1a\u5728\u63a5\u4e0b\u6765\u7684\u90e8\u5206\u4e2d\u83b7\u5f97\u66f4\u591a\u7684\u7ec6\u8282\u4ecb\u7ecd":114,"\u60a8\u53ef\u4ee5\u4ece\u4e0b\u9762\u7684\u8868\u683c\u4e2d\u627e\u5230\u9700\u8981\u7684\u7248\u672c":97,"\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":114,"\u60a8\u53ef\u4ee5\u5728":95,"\u60a8\u53ef\u4ee5\u5728\u5bb9\u5668\u4e2d\u6267\u884c":95,"\u60a8\u53ef\u4ee5\u5bfc\u5165":114,"\u60a8\u53ef\u4ee5\u6309\u7167\u4e0b\u9762\u7684\u6b65\u9aa4\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4paddle\u8bad\u7ec3\u4efb\u52a1":121,"\u60a8\u53ef\u4ee5\u91c7\u7528\u4e0b\u9762\u4e94\u4e2a\u6b65\u9aa4":114,"\u60a8\u53ef\u80fd\u9700\u8981\u4fee\u6539":116,"\u60a8\u5c06\u4e86\u89e3\u5982\u4f55":104,"\u60a8\u5c31\u80fd\u83b7\u5f97\u5982\u4e0b\u7684\u5206\u6790\u7ed3\u679c":114,"\u60a8\u6309\u5982\u4e0b\u6b65\u9aa4\u64cd\u4f5c\u5373\u53ef":114,"\u60a8\u6700\u597d\u5148\u786e\u8ba4":114,"\u60a8\u9996\u5148\u9700\u8981\u5728\u76f8\u5173\u4ee3\u7801\u6bb5\u4e2d\u52a0\u5165":114,"\u60c5\u611f\u5206\u6790":80,"\u60f3\u4e86\u89e3\u66f4\u591apaddlepaddl":110,"\u610f\u5473\u7740\u4e0d\u540c\u65f6\u95f4\u6b65\u7684\u8f93\u5165\u90fd\u662f\u76f8\u540c\u7684\u503c":104,"\u610f\u601d\u662f\u4e0d\u4f7f\u7528\u5e73\u5747\u53c2\u6570\u6267\u884c\u6d4b\u8bd5":125,"\u610f\u601d\u662f\u4e0d\u4fdd\u5b58\u7ed3\u679c":125,"\u610f\u601d\u662f\u4f7f\u7528\u7b2ctest":125,"\u610f\u601d\u662f\u5728gpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2agpu":125,"\u611f\u89c9":101,"\u6210\u529f\u8bad\u7ec3\u4e14\u9000\u51fa\u7684pod\u6570\u76ee\u4e3a3\u65f6":120,"\u6210\u5458":108,"\u6210\u719f\u7684\u9ad8\u6027\u80fd\u5e76\u884c\u8ba1\u7b97\u6846\u67b6":116,"\u6211\u4eec\u4e0d\u80fd\u901a\u8fc7\u5e38\u89c4\u7684\u68af\u5ea6\u68c0\u67e5\u7684\u65b9\u5f0f\u6765\u8ba1\u7b97\u68af\u5ea6":107,"\u6211\u4eec\u4e3b\u8981\u4f1a\u4ecb\u7ecdnvprof\u548cnvvp":114,"\u6211\u4eec\u4e5f\u53ef\u4ee5\u786e\u5b9a\u6bcf\u4e00\u4e2a\u53c2\u6570\u7684\u7c7b\u578b":61,"\u6211\u4eec\u4e5f\u5c06mklml\u5373":57,"\u6211\u4eec\u4ec5\u4ec5\u5bf9\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165\u8fdb\u884c\u4e86\u63cf\u8ff0":98,"\u6211\u4eec\u4ec5\u6709\u4e00\u4e2a\u8f93\u5165":107,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728":119,"\u6211\u4eec\u4ecb\u7ecd\u5982\u4f55\u5728kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0fpaddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":120,"\u6211\u4eec\u4ece\u63d0\u524d\u7ed9\u5b9a\u7684\u7c7b\u522b\u96c6\u5408\u4e2d\u9009\u62e9\u5176\u6240\u5c5e\u7c7b\u522b":137,"\u6211\u4eec\u4ee5mnist\u624b\u5199\u8bc6\u522b\u4e3a\u4f8b":2,"\u6211\u4eec\u4f1a\u4fdd\u8bc1":57,"\u6211\u4eec\u4f1a\u5728\u7f51\u7edc\u8bad\u7ec3\u4e4b\u524d\u628a\u683c\u5f0f\u8f6c\u6362\u4e3amkl":57,"\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":116,"\u6211\u4eec\u4f1a\u5bf9\u6bd4\u5982\u4e0b2\u4e2a\u65b9\u9762":56,"\u6211\u4eec\u4f1a\u628amkl":57,"\u6211\u4eec\u4f1a\u6dfb\u52a0":[56,57],"\u6211\u4eec\u4f1a\u7ee7\u7eed\u4f7f\u7528\u73b0\u6709\u7684\u5185\u5b58\u5757":107,"\u6211\u4eec\u4f1a\u91cd\u65b0\u5206\u914d\u5185\u5b58":107,"\u6211\u4eec\u4f7f\u7528":107,"\u6211\u4eec\u4f7f\u7528\u4e0d\u540c\u7684layer\u8fdb\u884c\u7ec4\u5408":98,"\u6211\u4eec\u4f7f\u7528\u4e86":101,"\u6211\u4eec\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":60,"\u6211\u4eec\u4f7f\u7528paddl":116,"\u6211\u4eec\u4f7f\u7528paddlepaddle\u5728ilsvrc\u7684\u9a8c\u8bc1\u96c6\u517150":136,"\u6211\u4eec\u5047\u8bbe\u4e00\u53f0\u673a\u5668\u4e0a\u67094\u4e2agpu":127,"\u6211\u4eec\u5148\u8c03\u7528\u6bcf\u4e2a":109,"\u6211\u4eec\u51b3\u5b9a\u4f7f\u7528\u5df2\u6709\u7684":57,"\u6211\u4eec\u5373\u53ef\u5b8c\u6210\u795e\u7ecf\u7f51\u7edc\u7684\u642d\u5efa":98,"\u6211\u4eec\u53ea\u6f14\u793a\u4e00\u4e2a\u5355\u673a\u4f5c\u4e1a":119,"\u6211\u4eec\u53ea\u9700\u8981":105,"\u6211\u4eec\u53ea\u9700\u8981\u4f7f\u7528lstm":101,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c":137,"\u6211\u4eec\u53ea\u9700\u8981\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u628a\u7f16\u8bd1\u597d\u7684paddlepaddle\u6253\u5305\u6210\u4e00\u4e2a":106,"\u6211\u4eec\u53ea\u9700\u8981\u914d\u7f6e":105,"\u6211\u4eec\u53ef\u4ee5":105,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528":113,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6layer\u8fdb\u884c\u7ec4\u5408":98,"\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u751f\u6210\u5e8f\u5217":104,"\u6211\u4eec\u53ef\u4ee5\u5148\u5b8c\u6210\u5bf9\u539f\u6570\u636e\u7684packing\u64cd\u4f5c":56,"\u6211\u4eec\u53ef\u4ee5\u521b\u5efatrainer\u6765\u5bf9\u7f51\u7edc\u8fdb\u884c\u8bad\u7ec3":98,"\u6211\u4eec\u53ef\u4ee5\u53c2\u8003tensorflow\u7684":109,"\u6211\u4eec\u53ef\u4ee5\u5728":106,"\u6211\u4eec\u53ef\u4ee5\u5728\u547d\u4ee4\u884c\u4e2d\u7b80\u5355\u7684\u770b\u4e00\u4e0b\u751f\u6210\u6548\u679c":113,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0b\u7684layer\u7ec4\u5408":98,"\u6211\u4eec\u53ef\u4ee5\u5b9a\u4e49\u5982\u4e0blayer\u6765\u63cf\u8ff0\u795e\u7ecf\u7f51\u7edc\u7684\u8f93\u5165":98,"\u6211\u4eec\u53ef\u4ee5\u6309\u7167\u5982\u4e0b\u5c42\u6b21\u5b9a\u4e49\u975e\u5e8f\u5217":100,"\u6211\u4eec\u53ef\u4ee5\u67e5\u770b\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":113,"\u6211\u4eec\u53ef\u4ee5\u8bbe\u8ba1\u642d\u5efa\u4e00\u4e2a\u7075\u6d3b\u7684":103,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7":113,"\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u65e5\u5fd7\u67e5\u770b\u5bb9\u5668\u8bad\u7ec3\u7684\u60c5\u51b5":120,"\u6211\u4eec\u5728":109,"\u6211\u4eec\u5728\u51fd\u6570\u7684\u7ed3\u5c3e\u8fd4\u56de":104,"\u6211\u4eec\u5728initialzier\u51fd\u6570\u91cc\u521d\u59cb\u5316\u8bcd\u8868":137,"\u6211\u4eec\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u4ee5\u4e0b\u66f4\u6539":104,"\u6211\u4eec\u5c06":120,"\u6211\u4eec\u5c06\u4e00\u6bb5\u8bdd\u770b\u6210\u53e5\u5b50\u7684\u6570\u7ec4":101,"\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u542f\u52a8\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f5c\u4e1a":119,"\u6211\u4eec\u5c06\u4ee5":137,"\u6211\u4eec\u5c06\u4ee5\u6700\u57fa\u672c\u7684\u903b\u8f91\u56de\u5f52\u7f51\u7edc\u4f5c\u4e3a\u8d77\u70b9":137,"\u6211\u4eec\u5c06\u4f7f\u7528":104,"\u6211\u4eec\u5c06\u4f7f\u7528\u7b80\u5355\u7684":104,"\u6211\u4eec\u5c06\u539f\u59cb\u6570\u636e\u7684\u6bcf\u4e00\u7ec4":101,"\u6211\u4eec\u5c06\u5728\u540e\u9762\u4ecb\u7ecd\u8bad\u7ec3\u548c\u9884\u6d4b\u6d41\u7a0b\u7684\u811a\u672c":137,"\u6211\u4eec\u5c06\u5b83\u4eec\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u7c7b\u522b":124,"\u6211\u4eec\u5c06\u5bf9\u8fd9\u4e24\u4e2a\u6b65\u9aa4\u7ed9\u51fa\u4e86\u8be6\u7ec6\u7684\u89e3\u91ca":137,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\u4e86":137,"\u6211\u4eec\u5c31\u53ef\u4ee5\u8fdb\u884c\u9884\u6d4b\u4e86":137,"\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u4e00\u6b21\u4ee3\u7801\u8d21\u732e\u7684\u8fc7\u7a0b":106,"\u6211\u4eec\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5927\u591a\u6570\u5e38\u7528\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":104,"\u6211\u4eec\u5efa\u8bae\u4f60\u4e3a\u4f60\u7684python\u5c01\u88c5\u5b9e\u73b0\u4e00\u4e2a":107,"\u6211\u4eec\u5efa\u8bae\u4f60\u5728\u5199\u65b0\u7f51\u7edc\u5c42\u65f6\u628a\u6d4b\u8bd5\u4ee3\u7801\u653e\u5165\u65b0\u7684\u6587\u4ef6\u4e2d":107,"\u6211\u4eec\u5efa\u8bae\u4f7f\u7528\u7b2c\u4e8c\u7c7b\u5b9e\u73b0":92,"\u6211\u4eec\u603b\u7ed3\u4e86\u5404\u4e2a\u7f51\u7edc\u7684\u590d\u6742\u5ea6\u548c\u6548\u679c":137,"\u6211\u4eec\u603b\u7ed3\u51fa\u4e00\u4e9b\u7279\u522b\u9700\u8981\u6ce8\u610f\u7684\u70b9":57,"\u6211\u4eec\u628apaddlepaddle\u7684\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u6253\u5305\u6210\u4e00\u4e2a\u955c\u50cf":129,"\u6211\u4eec\u63a8\u8350\u4f7f\u7528":[95,116],"\u6211\u4eec\u63a8\u8350\u4f7f\u7528\u6700\u65b0\u7248\u672c\u7684cudnn":94,"\u6211\u4eec\u63a8\u8350\u60a8\u4f7f\u7528paddlepaddl":94,"\u6211\u4eec\u63d0\u4f9b\u4e24\u4e2a\u8f6c\u6362\u65b9\u5f0f":36,"\u6211\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u793a\u4f8b\u811a\u672c":136,"\u6211\u4eec\u63d0\u4f9b\u4e86\u52a0\u901f\u8bbf\u95ee\u7684\u955c\u50cf\u6e90":95,"\u6211\u4eec\u63d0\u4f9b\u4e86c":136,"\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884cpaddlepaddl":95,"\u6211\u4eec\u63d0\u51fa\u4e86chunk\u7684\u6982\u5ff5":45,"\u6211\u4eec\u662f\u5bf9\u6bcf\u4e00\u4e2a\u5b50\u5e8f\u5217\u53d6\u6700\u540e\u4e00\u4e2a\u5143\u7d20":101,"\u6211\u4eec\u6700\u7ec8\u7684\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165python\u6216\u8005\u5176\u4ed6\u4efb\u4f55\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u6211\u4eec\u6709\u4e00\u4e2a\u5e8f\u5217\u4f5c\u4e3a\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u72b6\u6001":104,"\u6211\u4eec\u7684":105,"\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":135,"\u6211\u4eec\u7684\u6807\u51c6\u5f00\u53d1\u6d41\u7a0b\u662f\u628a\u8fd9\u4e9b\u5de5\u5177\u90fd\u88c5\u8fdb\u4e00\u4e2adocker":106,"\u6211\u4eec\u770b\u4e00\u4e0b\u5355\u5c42rnn\u7684\u914d\u7f6e":101,"\u6211\u4eec\u770b\u4e00\u4e0b\u8bed\u4e49\u76f8\u540c\u7684\u53cc\u5c42rnn\u7684\u7f51\u7edc\u914d\u7f6e":101,"\u6211\u4eec\u771f\u8bda\u5730\u611f\u8c22\u60a8\u7684\u8d21\u732e":106,"\u6211\u4eec\u79f0\u4e4b\u4e3a\u4e00\u4e2a0\u5c42\u7684\u5e8f\u5217":100,"\u6211\u4eec\u8ba1\u5212\u5c06":56,"\u6211\u4eec\u8ba1\u5212\u5c06\u82f1\u7279\u5c14\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6570\u5b66\u5e93":57,"\u6211\u4eec\u8bbe\u8ba1\u8bf4\u660e\u4e86\u540d\u4e3afilemanager\u7cfb\u7edf":45,"\u6211\u4eec\u8c03\u7528\u4e86eigenvector\u7684flatten\u63a5\u53e3":109,"\u6211\u4eec\u8fd8\u53ef\u4ee5\u767b\u5f55\u5230\u5bbf\u4e3b\u673a\u4e0a\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":119,"\u6211\u4eec\u8fd8\u5c06\u7f16\u7801\u5411\u91cf\u6295\u5c04\u5230":104,"\u6211\u4eec\u9009\u53d6\u5355\u53cc\u5c42\u5e8f\u5217\u914d\u7f6e\u4e2d\u7684\u4e0d\u540c\u90e8\u5206":101,"\u6211\u4eec\u9009\u62e9":36,"\u6211\u4eec\u901a\u5e38\u501f\u52a9":108,"\u6211\u4eec\u901a\u5e38\u5c06\u4e00\u53e5\u8bdd\u7406\u89e3\u6210\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":101,"\u6211\u4eec\u901a\u8fc7\u4f7f\u7528\u65b0\u5f15\u5165\u7684gemm":56,"\u6211\u4eec\u901a\u8fc7\u8bfb\u53d6":120,"\u6211\u4eec\u90fd\u63d0\u4f9bpython\u7684\u8f6c\u6362\u5e93":36,"\u6211\u4eec\u91c7\u7528\u5355\u5c42lstm\u6a21\u578b":137,"\u6211\u4eec\u9700\u8981":105,"\u6211\u4eec\u9700\u8981\u5148\u628a\u8f93\u5165tensor\u548c\u8f93\u51fatensor\u8f6c\u6362\u4e3aeigen\u652f\u6301\u7684\u683c\u5f0f":109,"\u6211\u4eec\u9700\u8981\u5236\u4f5c\u4e00\u4e2a\u5305\u542b\u8bad\u7ec3\u6570\u636e\u7684paddlepaddle\u955c\u50cf":119,"\u6211\u4eec\u9700\u8981\u5728\u96c6\u7fa4\u7684\u6240\u6709\u8282\u70b9\u4e0a\u5b89\u88c5":116,"\u6211\u4eec\u9700\u8981\u7b49\u5f0f\u5de6\u8fb9\u7684eigentensor\u8c03\u7528device\u63a5\u53e3":109,"\u6211\u4eec\u9700\u8981\u8ba1\u7b97":107,"\u6211\u4eec\u9884\u8bad\u7ec3\u5f97\u52304\u79cd\u4e0d\u540c\u7ef4\u5ea6\u7684\u8bcd\u5411\u91cf":135,"\u6211\u4eec\u9996\u5148\u9700\u8981\u6839\u636e\u795e\u7ecf\u7f51\u7edc\u7ed3\u6784\u6765\u521b\u5efa\u6240\u9700\u8981\u4f18\u5316\u7684paramet":98,"\u6211\u5220\u9664\u4e86":106,"\u6211\u53ef\u4ee5\u7528":105,"\u6211\u53ef\u4ee5\u9009\u62e9\u4e0d\u7528docker\u5417":105,"\u6216":[2,114,130],"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u6216\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u6216\u4e00\u4e2a\u5411\u91cf":103,"\u6216\u5355\u5c42\u5e8f\u5217\u7ecf\u8fc7\u8fd0\u7b97\u53d8\u6210\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u6216\u6700\u5927\u503c":100,"\u6216\u6d4b\u8bd5\u6587\u4ef6\u5217\u8868":1,"\u6216\u7b2c\u4e00\u4e2a":100,"\u6216\u7b2c\u4e00\u4e2a\u5143\u7d20":100,"\u6216\u7f16\u5199\u7a0b\u5e8f\u65f6":116,"\u6216\u8005":[57,60,61,91,100,101,105,106,108,113,114],"\u6216\u8005\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":103,"\u6216\u8005\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":[100,103],"\u6216\u8005\u4ece\u5de5\u5177\u7684\u754c\u9762\u91cc\u8fd0\u884c\u60a8\u7684\u5e94\u7528":114,"\u6216\u8005\u5236\u4f5c\u548c\u5206\u4eab\u5e26\u6709\u4ee3\u7801":95,"\u6216\u8005\u53cd\u5411\u5730\u4ece":104,"\u6216\u8005\u53ef\u88abdns\u89e3\u6790\u7684\u4e3b\u673a\u540d":116,"\u6216\u8005\u5728cpu\u6a21\u5f0f\u4e0b\u4f7f\u75284\u4e2a\u7ebf\u7a0b":125,"\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":35,"\u6216\u8005\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":124,"\u6216\u8005\u6570\u636e\u5e93\u8fde\u63a5\u8def\u5f84\u7b49":1,"\u6216\u8005\u6570\u7ec4\u7684\u6570\u7ec4\u8fd9\u4e2a\u6982\u5ff5":101,"\u6216\u8005\u662f\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":100,"\u6216\u8005\u662f\u51fd\u6570\u8c03\u7528\u7684\u9891\u7387\u548c\u8017\u65f6\u7b49":114,"\u6216\u8005\u66f4\u65e9":93,"\u6216\u8005\u6bcf\u4e00\u4e2a\u7cfb\u5217\u91cc\u7684\u7279\u5f81\u6570\u636e":101,"\u6216\u8005\u7528tuple\u8868\u793a\u7684\u591a\u4e2a\u503c":36,"\u6216\u8005\u7531\u5b83\u4eec\u7ec4\u6210\u7684list":36,"\u6216\u8005\u76f4\u63a5\u4f7f\u7528\u4e0b\u9762\u7684shell\u547d\u4ee4":136,"\u6216\u8005\u76f4\u63a5\u6254\u6389\u975e\u5e38\u957f\u7684\u5e8f\u5217":91,"\u6216\u8005\u76f8\u5bf9\u4e8e\u6784\u5efa\u76ee\u5f55\u7684\u76f8\u5bf9\u8def\u5f84":[129,131],"\u6216\u8005\u8f93\u5165\u6570\u636e\u5c3a\u5ea6\u8fc7\u5927":91,"\u6216\u8005\u8fd0\u884c":88,"\u6216\u8005\u91c7\u7528\u5e76\u884c\u8ba1\u7b97\u6765\u52a0\u901f\u67d0\u4e9b\u5c42\u7684\u66f4\u65b0":127,"\u6216\u8005\u9700\u8981\u66f4\u9ad8\u7684\u6548\u7387":1,"\u6216\u8bbe\u7f6e\u4e3anone":1,"\u6216activ":57,"\u6216gpu":125,"\u622a\u65ad\u5bf9\u8c61\u4e0d\u540c":91,"\u623f":101,"\u623f\u95f4":101,"\u6240\u4ee5":[2,57,91,95,113],"\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":57,"\u6240\u4ee5\u4e0d\u80fd\u91c7\u7528\u7b2c\u4e00\u79cd\u65b9\u5f0f\u5728\u8fd9\u51e0\u4e2alayer\u91cc\u8bbe\u7f6e":92,"\u6240\u4ee5\u505a\u6cd5\u53ef\u4ee5\u6709\u4e24\u79cd":91,"\u6240\u4ee5\u53ef\u4ee5\u7b80\u5316\u5bf9\u73af\u5883\u7684\u8981\u6c42":119,"\u6240\u4ee5\u5728":57,"\u6240\u4ee5\u5728\u5199\u5165\u5feb\u7167\u7684\u8fc7\u7a0b\u4e2d":35,"\u6240\u4ee5\u5916\u5c42\u8f93\u51fa\u7684\u5e8f\u5217\u5f62\u72b6":101,"\u6240\u4ee5\u5bf9":101,"\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":116,"\u6240\u4ee5\u6027\u80fd\u4e5f\u5c31\u9010\u6b65\u53d8\u6210\u4e86\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u6700\u91cd\u8981\u7684\u6307\u6807":114,"\u6240\u4ee5\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a":120,"\u6240\u4ee5\u6211\u4eec\u5b9a\u4e49\u4e86\u4e00\u4e2a":57,"\u6240\u4ee5\u6211\u4eec\u786e\u4fdd\u53d1\u5e03\u7684\u4e8c\u8fdb\u5236\u5305\u53ef\u4ee5\u652f\u6301\u4e3b\u6d41\u7684linux\u64cd\u4f5c\u7cfb\u7edf":97,"\u6240\u4ee5\u6211\u4eec\u9700\u8981\u5c06\u8f93\u5165\u6570\u636e\u6807\u8bb0\u6210":101,"\u6240\u4ee5\u6211\u4eec\u9ed8\u8ba4\u4f7f\u7528cento":97,"\u6240\u4ee5\u63a8\u8350\u4f7f\u7528\u663e\u5f0f\u6307\u5b9a\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6einput_typ":2,"\u6240\u4ee5\u6574\u4f53\u4e0a":57,"\u6240\u4ee5\u6dfb\u52a0\u4e86\u5bf9\u5e94\u7684":57,"\u6240\u4ee5\u7528\u6237\u9700\u8981\u9996\u5148\u5728":45,"\u6240\u4ee5\u76f8\u6bd4\u4e8erecurr":92,"\u6240\u4ee5\u8f93\u51fa\u7684value\u5305\u542b\u4e24\u4e2a\u5411\u91cf":4,"\u6240\u4ee5\u8fd9\u4e00\u6b65\u662f\u5fc5\u8981\u7684":107,"\u6240\u4ee5\u9700\u8981\u5f15\u5165\u4e00\u4e2a\u8f6c\u6362\u65b9\u6cd5":57,"\u6240\u4f7f\u7528":130,"\u6240\u4f9d\u8d56\u7684\u7b2c\u4e09\u65b9\u5e93\u540c\u65f6\u4e5f\u88ab\u5b89\u88c5\u5230":129,"\u6240\u5bf9\u5e94\u7684\u8bcd\u8868index\u6570\u7ec4":101,"\u6240\u6709\u4e0e\u7c7b\u578b\u76f8\u5173\u7684\u51fd\u6570":61,"\u6240\u6709\u4ee3\u7801\u5fc5\u987b\u5177\u6709\u5355\u5143\u6d4b\u8bd5":106,"\u6240\u6709\u53c2\u6570\u7f6e\u4e3a\u96f6":125,"\u6240\u6709\u547d\u4ee4\u884c\u9009\u9879\u53ef\u4ee5\u8bbe\u7f6e\u4e3a":117,"\u6240\u6709\u5916\u90e8\u7684\u8f6c\u6362\u5de5\u4f5c\u90fd\u4f1a\u5728reset\u7cfb\u5217\u51fd\u6570\u4e2d\u90fd\u51c6\u5907\u597d":57,"\u6240\u6709\u6587\u4ef6\u5217\u8868":2,"\u6240\u6709\u67b6\u6784":129,"\u6240\u6709\u7684":[56,106,107],"\u6240\u6709\u7684\u5355\u6d4b\u90fd\u4f1a\u88ab\u6267\u884c\u4e00\u6b21":107,"\u6240\u6709\u7684\u63a5\u53e3\u5747\u4e3ac\u63a5\u53e3":61,"\u6240\u6709\u7684\u64cd\u4f5c\u90fd\u662f\u9488\u5bf9\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u6765\u8fdb\u884c\u7684":101,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u4f7f\u7528":107,"\u6240\u6709\u7684python\u5c01\u88c5\u90fd\u5728":107,"\u6240\u6709\u76f8\u5173\u7684":56,"\u6240\u6709\u7c7b\u578b\u540d\u4e3a":61,"\u6240\u6709\u7f51\u7edc\u5c42\u7684\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u90fd\u4f4d\u4e8e":107,"\u6240\u6709\u8f93\u5165\u5e8f\u5217\u5e94\u8be5\u6709\u76f8\u540c\u7684\u957f\u5ea6":104,"\u6240\u6709\u914d\u7f6e\u90fd\u80fd\u5728":137,"\u6240\u6709mkl":57,"\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":136,"\u6240\u8c13\u65f6\u95f4\u6b65\u4fe1\u606f":2,"\u6240\u9700\u652f\u6301\u7684\u6700\u4f4eandroid":129,"\u6240\u9700\u7684\u5f00\u53d1\u5de5\u5177\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u53c2\u8003":131,"\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":60,"\u624b\u52a8\u4e0b\u8f7d\u4e14\u89e3\u538b\u7f29":88,"\u624b\u52a8\u4e0b\u8f7d\u5e76\u5b89\u88c5":88,"\u624d\u4f1a\u91ca\u653e\u8be5\u6bb5\u5185\u5b58":2,"\u624d\u4f1astop":2,"\u624d\u53ef\u4ee5\u5b89\u88c5":97,"\u624d\u80fd\u4fdd\u8bc1\u548c\u5355\u5c42\u5e8f\u5217\u7684\u914d\u7f6e\u4e2d":101,"\u624d\u80fd\u53d1\u6325\u5176\u5168\u90e8\u80fd\u529b":114,"\u624d\u80fd\u66f4\u597d\u7684\u53d1\u6325mkl":57,"\u6253\u5f00":114,"\u6253\u5f00\u6587\u672c\u6587\u4ef6":2,"\u6253\u5f00\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u76ee\u5f55\u4e0b\u7684index":110,"\u6253\u5f00\u8fd9\u4e2a\u7f16\u8bd1\u9009\u9879":61,"\u6267\u884c":[99,117],"\u6267\u884c\u4e0a\u8ff0":129,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":94,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u4ee5\u542f\u52a83\u4e2a\u8282\u70b9\u7684openmpi\u96c6\u7fa4\u548c\u4e00\u4e2a":121,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5373\u53ef\u5728\u5f53\u524d\u673a\u5668\u4e0a\u5b89\u88c5paddlepaddle\u7684\u8fd0\u884c\u65f6\u73af\u5883":97,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u67e5\u770b\u5df2\u7ecf\u5b89\u88c5\u7684\u7248\u672c":116,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u5b8c\u6210\u5feb\u901f\u5b89\u88c5":99,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":108,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u7f16\u8bd1cpu":94,"\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4\u83b7\u53d6\u6700\u65b0\u7684paddlepaddl":95,"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4":[129,130,131],"\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8\u4f7f\u7528python\u7f16\u5199\u7684trainer\u7a0b\u5e8f":116,"\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c":104,"\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":116,"\u6267\u884c\u5b8c\u5b89\u88c5\u547d\u4ee4\u540e":[129,130,131],"\u6267\u884c\u60a8\u7684\u4ee3\u7801":114,"\u6267\u884c\u7684\u547d\u4ee4\u5982\u4e0b":136,"\u627e\u5230":[94,104,116],"\u627e\u5230\u6700\u65e9\u62a5\u9519\u7684\u5730\u65b9":89,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u539f\u56e0":114,"\u627e\u5230\u8fd0\u884c\u6162\u7684\u90e8\u5206":114,"\u628a":[36,107],"\u628a\u4e4b\u524d\u793a\u4f8b\u4e2d\u8f6c\u6362\u5b8c\u6bd5\u7684random":36,"\u628a\u4efb\u610f\u7ef4\u5ea6\u7684tensor\u8f6c\u4e3a\u4e86\u4e00\u7ef4\u7684eigenvector":109,"\u628a\u5de5\u5177\u548c\u914d\u7f6e\u90fd\u5b89\u88c5\u5728\u4e00\u4e2a":105,"\u628a\u8bad\u7ec3\u6570\u636e\u76f4\u63a5\u653e\u5728":119,"\u628a\u8fd9\u4e9b\u5de5\u5177\u5b89\u88c5\u5230\u672c\u673a":105,"\u6295\u5c04\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b\u5230":104,"\u6295\u5c04\u7f16\u7801\u5411\u91cf\u5230":104,"\u62bd\u53d6\u51fa\u7684\u65b0\u8bcd\u8868\u7684\u4fdd\u5b58\u8def\u5f84":135,"\u62bd\u53d6\u5bf9\u5e94\u7684\u8bcd\u5411\u91cf\u6784\u6210\u65b0\u7684\u8bcd\u8868":135,"\u62c6\u89e3":103,"\u62c6\u89e3\u6210\u7684\u6bcf\u4e00\u53e5\u8bdd\u518d\u901a\u8fc7\u4e00\u4e2alstm\u7f51\u7edc":101,"\u62f7\u8d1d\u5fc5\u8981\u7684\u6587\u4ef6\u5230head\u8282\u70b9":121,"\u62f7\u8d1d\u8bad\u7ec3\u6570\u636e\u5230\u5404\u81ea\u7684\u8282\u70b9":121,"\u62f7\u8d1d\u8bad\u7ec3\u6587\u4ef6\u5230\u5bb9\u5668\u5185":120,"\u62f7\u8d1d\u8bad\u7ec3\u7a0b\u5e8f\u548c\u5b57\u5178\u6587\u4ef6\u5230\u6bcf\u53f0mpi\u8282\u70b9":121,"\u62fc\u63a5":91,"\u62fc\u63a5\u6210\u4e00\u4e2a\u65b0\u7684\u5411\u91cf":137,"\u6302\u8f7d\u5230\u5bb9\u5668\u5185\u90e8\u7684":95,"\u6302\u8f7d\u6216\u4e0b\u8f7d\u7684\u8bad\u7ec3\u6570\u636e\u5206\u7247":116,"\u6307\u53d1\u73b0\u6027\u80fd\u74f6\u9888":113,"\u6307\u5411\u4e00\u4e2alayer":103,"\u6307\u5b9a":[91,92,103,104],"\u6307\u5b9a\u4e00\u53f0\u673a\u5668\u4e0a\u4f7f\u7528\u7684\u7ebf\u7a0b\u6570":125,"\u6307\u5b9a\u4f7f\u75282":91,"\u6307\u5b9a\u521d\u59cb\u5316\u6a21\u578b\u8def\u5f84":137,"\u6307\u5b9a\u524d\u5411\u7f51\u7edc\u6700\u7ec8\u7684\u8f93\u51fa\u76ee\u6807\u53d8\u91cf":108,"\u6307\u5b9a\u52a0\u8f7d\u7684\u65b9\u5f0f":125,"\u6307\u5b9a\u5728\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e4b\u540e":113,"\u6307\u5b9a\u5bf9\u8f93\u5165\u53d8\u91cf":108,"\u6307\u5b9a\u5c06\u5f53\u524d\u8def\u5f84":95,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u578b\u8fdb\u884c\u9884\u6d4b":136,"\u6307\u5b9a\u5de5\u4f5c\u6a21\u5f0f\u6765\u63d0\u53d6\u7279\u5f81":136,"\u6307\u5b9a\u6267\u884c\u5176\u4e2d\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5":94,"\u6307\u5b9a\u63d0\u53d6\u7279\u5f81\u7684\u5c42":136,"\u6307\u5b9a\u662f\u5426\u4f7f\u7528gpu":136,"\u6307\u5b9a\u68c0\u6d4b\u68af\u5ea6\u65f6\u80fd\u5bb9\u5fcd\u7684\u6700\u5927\u9519\u8bef\u503c":108,"\u6307\u5b9a\u751f\u6210\u6570\u636e\u7684\u51fd\u6570":137,"\u6307\u5b9a\u7684\u5185\u5bb9\u5b58\u50a8\u5e93\u8fd0\u884c\u547d\u4ee4":110,"\u6307\u5b9a\u7684\u6570\u636e\u5c06\u4f1a\u88ab\u6d4b\u8bd5":137,"\u6307\u5b9a\u7684\u8f93\u5165\u4e0d\u4f1a\u88ab":103,"\u6307\u5b9a\u8981\u8f93\u51fa\u7684\u5b57\u6bb5\u8fdb\u884c\u8f93\u51fa":91,"\u6307\u5b9a\u8bad\u7ec3\u6570\u636e\u548c\u6d4b\u8bd5\u6570\u636e":137,"\u6307\u5b9a\u9700\u8981\u4f7f\u7528\u7684\u5bb9\u5668":95,"\u6307\u5b9acudnn\u7684\u6700\u5927\u5de5\u4f5c\u7a7a\u95f4\u5bb9\u9650":125,"\u6307\u5bf9\u4e8e\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217\u8f93\u5165\u6570\u636e":101,"\u6307\u5f00\u542fhttp\u670d\u52a1":113,"\u6307\u6d88\u9664\u74f6\u9888":113,"\u6307\u6df1\u5ea6\u5b66\u4e60\u8bad\u7ec3\u4e4b\u540e\u5f97\u5230\u7684\u6240\u6709\u53c2\u6570":35,"\u6307\u793a\u4f7f\u7528\u54ea\u4e2agpu\u6838":125,"\u6307\u793a\u5728\u7b80\u5355\u7684recurrentlayer\u5c42\u7684\u8ba1\u7b97\u4e2d\u662f\u5426\u4f7f\u7528\u6279\u5904\u7406\u65b9\u6cd5":125,"\u6307\u793a\u5f53\u6307\u5b9a\u8f6e\u7684\u6d4b\u8bd5\u6a21\u578b\u4e0d\u5b58\u5728\u65f6":125,"\u6307\u793a\u662f\u5426\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u8ba1\u7b97\u4e00\u4e2a\u795e\u7ecf\u7f51\u7edc":125,"\u6307\u793a\u662f\u5426\u5f00\u542f\u53c2\u6570\u670d\u52a1\u5668":125,"\u6307\u793a\u662f\u5426\u663e\u793a\u53c2\u6570\u670d\u52a1\u5668\u4e0a\u7684\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u65e5\u5fd7\u7ec6\u8282":125,"\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":125,"\u6309\u542f\u53d1\u5f0f\u635f\u5931\u7684\u5927\u5c0f\u9012\u589e\u6392\u5e8f":125,"\u6309\u7167\u4e0b\u9762\u6b65\u9aa4\u5373\u53ef":120,"\u6309\u7167\u5176\u5185\u5bb9\u521b\u5efa\u4e00\u4e2a\u540d\u4e3a":105,"\u6309\u7167\u5177\u4f53\u5b9e\u73b0\u65b9\u5f0f\u53ef\u4ee5\u5f52\u7eb3\u4e3a2\u7c7b":92,"\u6309\u94ae":106,"\u633a":101,"\u633a\u597d":101,"\u6355\u83b7":137,"\u6362":101,"\u6392\u6210\u4e00\u5217\u7684\u591a\u4e2a\u5143\u7d20":100,"\u63a5\u4e0a\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42":98,"\u63a5\u4e0a\u5e73\u65b9\u8bef\u5dee\u5c42":98,"\u63a5\u4e0b\u6765":[108,137],"\u63a5\u4e0b\u6765\u53ef\u4ee5\u8003\u8651\u4e0b\u65f6\u95f4\u7ebf\u7684\u5206\u6790":114,"\u63a5\u4e0b\u6765\u5c31\u53ef\u4ee5\u4f7f\u7528":114,"\u63a5\u4e0b\u6765\u6211\u4eec\u521b\u5efa\u4e00\u4e2a\u539f\u59cb":106,"\u63a5\u4e0b\u6765\u6211\u4eec\u53d6\u6d88\u5bf9":106,"\u63a5\u4e0b\u6765\u6211\u4eec\u5c06\u5c55\u793a\u5982\u4f55\u7528paddlepaddle\u8bad\u7ec3\u4e00\u4e2a\u6587\u672c\u5206\u7c7b\u6a21\u578b":137,"\u63a5\u4e0b\u6765\u7b49\u5f85":106,"\u63a5\u53d7\u4e00\u4e2a\u8f93\u5165\u53c2\u6570":108,"\u63a5\u53e3":[60,61,108,109],"\u63a5\u53e3\u4f1a\u88ab\u8c03\u7528":109,"\u63a5\u53e3\u5c42\u505a\u8fc7\u591a\u5c01\u88c5":61,"\u63a5\u53e3\u63d0\u53d6\u7684\u7ed3\u679c\u662f\u4e00\u81f4\u7684":136,"\u63a5\u53e3\u662f":36,"\u63a5\u53e3\u6700\u7ec8\u4f1a\u8c03\u7528\u5bf9\u5e94":109,"\u63a5\u53e3\u6709\u4e00\u4e2a":91,"\u63a5\u53e3\u6765\u52a0\u8f7d\u6570\u636e":137,"\u63a5\u53e3\u6765\u52a0\u8f7d\u8be5\u6587\u4ef6":136,"\u63a5\u53e3\u6765\u6253\u5f00\u8be5\u6587\u4ef6":136,"\u63a5\u53e3\u7684":91,"\u63a5\u6536\u5904\u7406pfsclient\u7aef\u7684\u6587\u4ef6\u7ba1\u7406\u8bf7\u6c42":45,"\u63a5\u7740\u7f16\u8bd1\u5373\u53ef":88,"\u63a7\u5236":125,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mkl":57,"\u63a7\u5236\u662f\u5426\u4f7f\u7528mklml\u5e93":57,"\u63a7\u5236\u7528\u6237\u6743\u9650":36,"\u63a8\u5bfc\u8be5\u5c42\u524d\u5411\u548c\u540e\u5411\u4f20\u9012\u7684\u65b9\u7a0b":107,"\u63a8\u8350":101,"\u63a8\u8350\u4f7f\u7528":2,"\u63a8\u8350\u4f7f\u7528centos\u7684devtools2":94,"\u63a8\u8350\u6e05\u7406\u6574\u4e2a\u7f16\u8bd1\u76ee\u5f55":94,"\u63a8\u8350\u76f4\u63a5\u5b58\u653e\u5230\u8bad\u7ec3\u76ee\u5f55":1,"\u63a8\u9001\u5230\u8fdc\u7a0b\u4ed3\u5e93":106,"\u63cf\u8ff0\u7684\u9ed8\u8ba4\u5165\u53e3\u7a0b\u5e8f":105,"\u63cf\u8ff0\u7f51\u7edc\u7ed3\u6784\u548c\u4f18\u5316\u7b97\u6cd5":137,"\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":108,"\u63cf\u8ff0\u95ee\u9898":106,"\u63d0\u4ea4\u65b9\u5f0f\u53c2\u89c1":110,"\u63d0\u4ea4pull":106,"\u63d0\u4f9b":117,"\u63d0\u4f9b\u4e03\u5c42\u534f\u8bae\u7684\u53cd\u5411\u4ee3\u7406":45,"\u63d0\u4f9b\u4e86\u4e00\u4e2a\u542f\u52a8\u811a\u672c":120,"\u63d0\u4f9b\u4e86\u547d\u4ee4\u6837\u4f8b\u6765\u8fd0\u884c":117,"\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u548c":113,"\u63d0\u4f9b\u4e86\u81ea\u52a8\u5316\u811a\u672c\u6765\u542f\u52a8\u4e0d\u540c\u8282\u70b9\u4e2d\u7684\u6240\u6709":117,"\u63d0\u4f9b\u51e0\u4e4e\u6240\u6709\u8bad\u7ec3\u7684\u5185\u90e8\u8f93\u51fa\u65e5\u5fd7":117,"\u63d0\u4f9b\u5e38\u7528\u7684\u547d\u4ee4\u884c\u7ba1\u7406\u547d\u4ee4\u7ba1\u7406\u6587\u4ef6\u548c\u76ee\u5f55":45,"\u63d0\u4f9b\u6269\u5c55\u7684\u957f\u5ea6\u4fe1\u606f":100,"\u63d0\u4f9b\u7528\u6237\u7ba1\u7406\u6587\u4ef6\u7684\u547d\u4ee4":45,"\u63d0\u4f9b\u7ed9paddle\u4f5c\u4e3a\u8bad\u7ec3\u6570\u636e":36,"\u63d0\u4f9b\u8bad\u7ec3\u8fc7\u7a0b\u7684":117,"\u63d0\u51fa\u7684\u4ee3\u7801\u9700\u6c42":135,"\u63d0\u793a":88,"\u641c\u7d22\u4ee3\u7801\u5e93":110,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc\u5c31\u50cf\u4f7f\u7528\u79ef\u6728\u642d\u5efa\u5b9d\u5854\u4e00\u6837":98,"\u64cd\u4f5c":101,"\u64cd\u4f5c\u7cfb\u7edf":[97,105],"\u652f\u6301\u4ea4\u53c9\u7f16\u8bd1":131,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":[102,103],"\u652f\u6301\u5927\u6587\u4ef6\u7684\u65ad\u70b9\u4e0a\u4f20":45,"\u652f\u6301\u5927\u89c4\u6a21\u96c6\u7fa4\u751f\u4ea7\u73af\u5883\u7684\u5b8c\u6574\u96c6\u7fa4\u65b9\u6848":116,"\u652f\u6301\u7684\u6700\u5c0f\u7684android":129,"\u652f\u6301\u7684\u6700\u5c0fandroid":129,"\u652f\u6301\u7f16\u8bd1\u5668":129,"\u653e\u5728\u8fd9\u4e2a\u76ee\u5f55\u91cc\u7684\u6587\u4ef6\u5176\u5b9e\u662f\u4fdd\u5b58\u5230\u4e86mfs\u4e0a":120,"\u653e\u5fc3":101,"\u6545\u800c\u662f\u4e00\u4e2a\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":101,"\u6548\u679c\u5982\u4e0b":113,"\u6548\u679c\u603b\u7ed3":137,"\u6559\u7a0b":95,"\u6570":103,"\u6570\u5fc5\u987b\u4e25\u683c\u76f8\u7b49":103,"\u6570\u636e":45,"\u6570\u636e\u4e2d0":93,"\u6570\u636e\u5206\u7247":116,"\u6570\u636e\u5217\u8868":136,"\u6570\u636e\u5c06\u4fdd\u5b58\u5728":135,"\u6570\u636e\u63d0\u4f9b\u5668":124,"\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":60,"\u6570\u636e\u8f93\u5165":103,"\u6570\u636e\u8f93\u5165\u683c\u5f0f":2,"\u6570\u636e\u957f\u5ea6\u53ca\u6821\u9a8c\u503c\u7ec4\u6210":45,"\u6570\u636e\u96c6\u9700\u8981\u9884\u5148\u88ab\u8f6c\u6362\u6210paddlepaddle\u5206\u5e03\u5f0f\u8bad\u7ec3\u4f7f\u7528\u7684\u5b58\u50a8\u683c":36,"\u6570\u636e\u9884\u5904\u7406\u4efb\u52a1":36,"\u6570\u636e\u9884\u5904\u7406\u5b8c\u6210\u4e4b\u540e":137,"\u6570\u76ee":127,"\u6574\u4f53":101,"\u6574\u4f53\u6570\u636e\u548c\u539f\u59cb\u6570\u636e\u5b8c\u5168\u4e00\u6837":101,"\u6574\u4f53\u7684\u7ed3\u6784\u56fe\u5982\u4e0b":120,"\u6574\u6570":107,"\u6574\u6570\u6807\u7b7e":[2,98],"\u6574\u6d01":101,"\u6587\u4ef6":[60,105,106,108,119],"\u6587\u4ef6\u4e2d":[108,120,136],"\u6587\u4ef6\u4e2d\u6307\u5b9a\u6a21\u578b\u8def\u5f84\u548c\u8f93\u51fa\u7684\u76ee\u5f55":136,"\u6587\u4ef6\u4e2d\u6307\u5b9a\u8981\u63d0\u53d6\u7279\u5f81\u7684\u7f51\u7edc\u5c42\u7684\u540d\u5b57":136,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u524d\u5411":108,"\u6587\u4ef6\u4e2d\u6ce8\u518c\u8be5op\u548ckernel":108,"\u6587\u4ef6\u4e2d\u6ce8\u518ccuda":108,"\u6587\u4ef6\u4e2d\u7684":136,"\u6587\u4ef6\u4e3a":91,"\u6587\u4ef6\u4e4b\u5916":106,"\u6587\u4ef6\u4e5f\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6837\u672c\u8fdb\u884c\u9884\u6d4b":136,"\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":45,"\u6587\u4ef6\u5185\u5bb9\u4e3a":60,"\u6587\u4ef6\u540d":113,"\u6587\u4ef6\u540d\u4e3a\u4efb\u610f\u6587\u4ef6\u540d":116,"\u6587\u4ef6\u540d\u4e3a\u6b64uuid":35,"\u6587\u4ef6\u547d\u540d\u4ee5":108,"\u6587\u4ef6\u59390":120,"\u6587\u4ef6\u5bf9\u5e94\u7684data":36,"\u6587\u4ef6\u5de5\u5177\u662f\u4f7f\u7528docker":110,"\u6587\u4ef6\u7684\u4e0a\u4f20\u548c\u4e0b\u8f7d\u90fd\u662f\u901a\u8fc7\u5bf9chunk\u7684\u64cd\u4f5c\u6765\u5b9e\u73b0\u7684":45,"\u6587\u4ef6\u7684\u6539\u53d8":106,"\u6587\u4ef6\u7ed9\u51fa\u4e86\u5b8c\u6574\u4f8b\u5b50":137,"\u6587\u4ef6model":127,"\u6587\u5b57\u7684\u4ea4\u4e92\u5f0f\u6587\u6863":95,"\u6587\u672c\u4e2d\u7684\u5355\u8bcd\u7528\u7a7a\u683c\u5206\u9694":137,"\u6587\u672c\u4fe1\u606f\u5c31\u662f\u4e00\u4e2a\u5e8f\u5217\u6570\u636e":2,"\u6587\u672c\u5206\u7c7b\u95ee\u9898":137,"\u6587\u672c\u5377\u79ef\u5206\u53ef\u4e3a\u4e09\u4e2a\u6b65\u9aa4":137,"\u6587\u6863":88,"\u6587\u68631":109,"\u6587\u68632":109,"\u6587\u6863\u8f83\u5c11":109,"\u6587\u6863\u90fd\u662f\u901a\u8fc7":110,"\u6587\u7ae0":120,"\u65b0":101,"\u65b0\u5efa\u4e00\u4e2a\u6743\u91cd":107,"\u65b0\u624b\u5165\u95e8":128,"\u65b0\u624b\u5165\u95e8\u7ae0\u8282":80,"\u65b0\u7248\u672c":57,"\u65b9\u4fbf":101,"\u65b9\u4fbf\u5feb\u901f\u5b89\u88c5":96,"\u65b9\u4fbf\u6d4b\u8bd5\u4eba\u5458\u6d4b\u8bd5paddlepaddle\u7684\u884c\u4e3a":80,"\u65b9\u4fbf\u7528\u6237\u4e0a\u4f20\u81ea\u5df1\u7684\u8bad\u7ec3\u6570\u636e\u4ee5\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3":45,"\u65b9\u4fbf\u7528\u6237\u5728python\u7aef\u9009\u62e9\u662f\u5426\u542f\u7528\u8fd9\u4e2a\u529f\u80fd":56,"\u65b9\u4fbf\u7528\u6237\u9009\u62e9\u4f7f\u7528mkl":57,"\u65b9\u5f0f1":91,"\u65b9\u5f0f2":91,"\u65b9\u5f0f\u7c7b\u4f3c\u4e8e":57,"\u65b9\u6cd5\u4e00":127,"\u65b9\u6cd5\u4e09":127,"\u65b9\u6cd5\u4e8c":127,"\u65c1\u8fb9":101,"\u65e0":101,"\u65e0\u5ef6\u8fdf":125,"\u65e0\u6cd5\u505a\u5230\u5bf9\u4e8e\u5404\u79cd\u8bed\u8a00\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u7684\u9002\u914d":60,"\u65e0\u8bba\u5728\u672c\u5730\u8fd8\u662f\u5728\u4e91\u7aef":36,"\u65e0\u8bba\u662f\u4ece":36,"\u65e0\u8bba\u662f\u5728\u672c\u5730\u6216\u662f\u4e91\u7aef\u8f6c\u6362":36,"\u65e0\u8bba\u662f\u91cd\u6784\u524d\u7684layer\u8fd8\u662f\u91cd\u6784\u540e\u7684op":57,"\u65e0\u9ed8\u8ba4\u503c":[129,131],"\u65e5\u5fd7\u62a5\u9519\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":89,"\u65e9\u9910":101,"\u65f6":[35,56,57,91,93,100,104,107,120,125,129],"\u65f6\u4e00\u8d77\u66f4\u65b0":57,"\u65f6\u5019":101,"\u65f6\u5e8f\u6a21\u578b\u5747\u4f7f\u7528\u8be5\u811a\u672c":137,"\u65f6\u5e8f\u6a21\u578b\u662f\u6307\u6570\u636e\u7684\u67d0\u4e00\u7ef4\u5ea6\u662f\u4e00\u4e2a\u5e8f\u5217\u5f62\u5f0f":2,"\u65f6\u6709\u6548":130,"\u65f6\u88ab\u8bad\u7ec3\u7684":107,"\u65f6\u8bbe\u5907id\u53f7\u7684\u5206\u914d":127,"\u65f6\u95f4":101,"\u65f6\u95f4\u6b65\u7684\u6982\u5ff5":101,"\u65f6\u987b\u4ece\u7b2c17\u5b57\u8282\u5f00\u59cb":93,"\u6620\u5c04\u4e3a":105,"\u6620\u5c04\u5230\u4e00\u4e2a\u7ef4\u5ea6\u4e3a":107,"\u662f":[45,57,88,97,101],"\u662f\u4e00\u4e2a\u51681\u7684\u5411\u91cf":107,"\u662f\u4e00\u4e2a\u5185\u7f6e\u7684\u5b9a\u65f6\u5668\u5c01\u88c5":114,"\u662f\u4e00\u4e2a\u52a8\u6001\u7a0b\u5e8f\u5206\u6790\u7684\u672f\u8bed":114,"\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u662f\u4e00\u4e2a\u53cc\u5c42\u7684\u5e8f\u5217":100,"\u662f\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3\u7684\u4ee3\u7801\u751f\u6210\u5668":60,"\u662f\u4e00\u4e2a\u5c01\u88c5\u5bf9\u8c61":114,"\u662f\u4e00\u4e2a\u5f88\u6709\u7528\u7684\u53c2\u6570":127,"\u662f\u4e00\u4e2a\u7c7b\u578b\u7684\u6807\u5fd7":61,"\u662f\u4e00\u4e2a\u975e\u7ebf\u6027\u7684":107,"\u662f\u4e00\u4e2apython\u7684":2,"\u662f\u4e00\u4e2apython\u7684\u7b2c\u4e09\u65b9\u5e93":113,"\u662f\u4e00\u4e2aunbound":103,"\u662f\u4e00\u6761\u65f6\u95f4\u5e8f\u5217":[2,98],"\u662f\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":103,"\u662f\u4e0d\u5305\u62ec\u6e90\u7801\u7684":119,"\u662f\u4e0d\u5e38\u89c1\u7684\u505a\u6cd5":60,"\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":93,"\u662f\u504f\u5dee":104,"\u662f\u51e0\u4e4e\u4e0d\u5360\u5185\u5b58\u7684":2,"\u662f\u5404\u4e2a\u5b9e\u73b0\u4e2d\u5171\u4eab\u7684\u5934\u6587\u4ef6":61,"\u662f\u5411\u91cf":107,"\u662f\u5426\u4ec5\u7f16\u8bd1capi":94,"\u662f\u5426\u4ee5\u9006\u5e8f\u5904\u7406\u8f93\u5165\u5e8f\u5217":103,"\u662f\u5426\u4f7f\u7528":130,"\u662f\u5426\u4f7f\u7528\u53cc\u7cbe\u5ea6\u6d6e\u70b9\u6570":94,"\u662f\u5426\u4f7f\u7528\u65e7\u7684remoteparameterupdat":125,"\u662f\u5426\u4f7f\u7528\u6743\u91cd":107,"\u662f\u5426\u4f7f\u7528arm\u6a21\u5f0f":129,"\u662f\u5426\u4f7f\u7528eigen\u5e93\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":[129,130],"\u662f\u5426\u4f7f\u7528mkl\u6570\u5b66\u5e93":94,"\u662f\u5426\u4f7f\u7528neon\u6307\u4ee4":[129,131],"\u662f\u5426\u4f7f\u80fd":130,"\u662f\u5426\u5141\u8bb8\u6682\u5b58\u7565\u5fae\u591a\u4f59pool_size\u7684\u6570\u636e":2,"\u662f\u5426\u5185\u5d4cpython\u89e3\u91ca\u5668":94,"\u662f\u5426\u5219\u5171\u4eab\u540c\u4e00\u4e2a":108,"\u662f\u5426\u542f\u7528gpu\u8bad\u7ec3":116,"\u662f\u5426\u5c06\u5168\u5c40\u79cd\u5b50\u5e94\u7528\u4e8e\u672c\u5730\u7ebf\u7a0b\u7684\u968f\u673a\u6570":125,"\u662f\u5426\u5f00\u542f\u5355\u5143\u6d4b\u8bd5":94,"\u662f\u5426\u6253\u5370\u7248\u672c\u4fe1\u606f":125,"\u662f\u5426\u6253\u5f00":56,"\u662f\u5426\u652f\u6301gpu":94,"\u662f\u5426\u663e\u793a":125,"\u662f\u5426\u7a00\u758f":107,"\u662f\u5426\u7f16\u8bd1\u4e2d\u82f1\u6587\u6587\u6863":94,"\u662f\u5426\u7f16\u8bd1\u542b\u6709avx\u6307\u4ee4\u96c6\u7684paddlepaddle\u4e8c\u8fdb\u5236\u6587\u4ef6":94,"\u662f\u5426\u7f16\u8bd1\u65f6\u8fdb\u884c\u4ee3\u7801\u98ce\u683c\u68c0\u67e5":94,"\u662f\u5426\u7f16\u8bd1c":130,"\u662f\u5426\u7f16\u8bd1go\u8bed\u8a00\u7684\u53ef\u5bb9\u9519paramet":94,"\u662f\u5426\u7f16\u8bd1python\u7684swig\u63a5\u53e3":94,"\u662f\u5426\u8fd0\u884c\u65f6\u52a8\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":94,"\u662f\u5426\u9700\u8981\u7b49\u5f85\u8be5\u8f6e\u6a21\u578b\u53c2\u6570":125,"\u662f\u56e0\u4e3a\u8fd9\u4e2a\u6d41\u7a0b\u6bd4\u5176\u4ed6\u65b9\u6cd5\u90fd\u66f4\u7b80\u4fbf":105,"\u662f\u56e0\u4e3ac99\u652f\u6301":60,"\u662f\u5728paddlepaddle\u4e2d\u6784\u9020\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u6700\u91cd\u8981\u7684\u6982\u5ff5":104,"\u662f\u5b58\u6709\u4e00\u7cfb\u5217\u53d8\u6362\u77e9\u9635\u7684\u6743\u91cd":107,"\u662f\u5b58\u6709\u504f\u7f6e\u5411\u91cf\u7684\u6743\u91cd":107,"\u662f\u5bf9\u7528\u6237\u6587\u4ef6\u5b58\u50a8\u7a7a\u95f4\u7684\u62bd\u8c61":45,"\u662f\u5bfb\u627e\u74f6\u9888\u7684\u5173\u952e\u6307\u6807":113,"\u662f\u5f00\u542favx\u7f16\u8bd1\u7684":95,"\u662f\u5f85\u6269\u5c55\u7684\u6570\u636e":100,"\u662f\u6211\u4eec":106,"\u662f\u6211\u4eec\u8981\u5206\u6790\u7684\u7a0b\u5e8f":113,"\u662f\u6307":61,"\u662f\u6307\u4e00\u7cfb\u5217\u7684\u7279\u5f81\u6570\u636e":101,"\u662f\u6307recurrent_group\u7684\u591a\u4e2a\u8f93\u5165\u5e8f\u5217":101,"\u662f\u6570\u636e\u8f93\u5165":104,"\u662f\u6709\u610f\u4e49\u7684":101,"\u662f\u6784\u5efa\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u6700\u91cd\u8981\u7684\u5de5\u5177":104,"\u662f\u6ca1\u6709\u540d\u5b57\u7684":105,"\u662f\u7528\u6237\u4f7f\u7528c":61,"\u662f\u7684":105,"\u662f\u77e9\u9635":107,"\u662f\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u6807\u8bc6\u7b26":107,"\u662f\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26":107,"\u662f\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":107,"\u662f\u7f51\u7edc\u5c42\u8f93\u51fa\u7684\u5927\u5c0f":107,"\u662f\u8be5\u5c42\u7684\u6807\u8bc6\u7b26":107,"\u662f\u8be5\u5c42\u7684\u7c7b\u540d":107,"\u662f\u8be5\u7f51\u7edc\u5c42\u7684":107,"\u662f\u8f93\u5165":104,"\u662f\u8fd9\u4e00\u7c7b\u7684":92,"\u662f\u901a\u7528\u7269\u4f53\u5206\u7c7b\u9886\u57df\u4e00\u4e2a\u4f17\u6240\u5468\u77e5\u7684\u6570\u636e\u5e93":136,"\u662f\u9700\u8981\u4e86\u89e3\u54ea\u4e9b\u6b65\u9aa4\u62d6\u6162\u4e86\u6574\u4f53":114,"\u662fc":61,"\u662fdecoder\u7684\u6570\u636e\u8f93\u5165":103,"\u662fnvidia\u6027\u80fd\u5206\u6790\u5de5\u5177":114,"\u662fpaddlepaddle\u652f\u6301\u7684\u4e00\u79cd\u4efb\u610f\u590d\u6742\u7684rnn\u5355\u5143":103,"\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":137,"\u662fpython\u5c01\u88c5\u7684\u7c7b\u540d":107,"\u662frnn\u72b6\u6001":104,"\u663e":137,"\u663e\u5f0f\u6307\u5b9a\u8fd4\u56de\u7684\u662f\u4e00\u4e2a28":2,"\u663e\u5f97\u76f8\u5bf9\u6765\u8bf4\u8f83\u4e3a\u8017\u65f6":56,"\u663e\u7136":113,"\u665a":101,"\u6682\u4e0d\u8003\u8651\u5728\u5185":91,"\u6682\u65e0":97,"\u6682\u65f6\u4e0d\u652f\u6301python3":97,"\u6682\u65f6\u4e0d\u8003\u8651\u591a\u4e2aparamet":35,"\u66b4\u9732\u8fd9\u4e2a\u6982\u5ff5\u5fc5\u8981\u51fd\u6570":61,"\u66f4\u522b\u63d0\u7b80\u5316\u95ee\u9898\u590d\u73b0\u5e26\u6765\u7684\u597d\u5904\u4e86":105,"\u66f4\u591a\u5173\u4e8edocker\u7684\u5b89\u88c5\u4e0e\u4f7f\u7528":88,"\u66f4\u591a\u7684\u8f6c\u6362\u65b9\u6cd5\u8bf7\u53c2\u8003eigen":109,"\u66f4\u597d\u5730\u5b8c\u6210\u4e00\u4e9b\u590d\u6742\u7684\u8bed\u8a00\u7406\u89e3\u4efb\u52a1":103,"\u66f4\u5feb":104,"\u66f4\u65b0":88,"\u66f4\u65b0\u53ef\u80fd\u5bfc\u81f4\u9700\u8981\u65b0\u7684\u5f00\u53d1\u5de5\u5177":105,"\u66f4\u65b0\u6a21\u5f0f":91,"\u66f4\u65b0\u7684\u6587\u6863\u4ee5pr\u7684\u5f62\u5f0f\u63d0\u4ea4\u5230github\u4e2d":110,"\u66f4\u65b0\u7f51\u7edc\u53c2\u6570\u65f6\u5e94\u7528":91,"\u66f4\u65b9\u4fbf\u7684\u8bbe\u7f6e\u65b9\u5f0f":93,"\u66f4\u8be6\u7ec6\u6570\u636e\u683c\u5f0f\u548c\u7528\u4f8b\u8bf7\u53c2\u8003":137,"\u66f4\u8be6\u7ec6\u7684\u5b89\u88c5\u548c\u7f16\u8bd1\u65b9\u6cd5\u53c2\u8003":99,"\u66f4\u8be6\u7ec6\u7684\u7f51\u7edc\u914d\u7f6e\u8fde\u63a5\u8bf7\u53c2\u8003":137,"\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e":137,"\u66f4\u8fdb\u4e00\u6b65":103,"\u66f4\u9ad8":104,"\u66ff\u6211\u4eec\u5b8c\u6210\u4e86\u539f\u59cb\u8f93\u5165\u6570\u636e\u7684\u62c6\u5206":103,"\u6700":101,"\u6700\u4e3b\u8981\u7684\u5de5\u4f5c\u5c31\u662f\u89e3\u6790\u51fa":120,"\u6700\u4f73\u63a8\u8350":2,"\u6700\u540e":[2,95,106,107,116,137],"\u6700\u540e\u4e00\u4e2a":100,"\u6700\u540e\u4e00\u5c42cost\u4e2d\u8bb0\u5f55\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u6240\u6709\u62d3\u6251\u7ed3\u6784":98,"\u6700\u540e\u518d\u8c03\u7528mutabl":109,"\u6700\u540e\u5220\u9664":80,"\u6700\u540e\u6211\u4eec\u4f7f\u7528\u94fe\u5f0f\u6cd5\u5219\u8ba1\u7b97":107,"\u6700\u5c0f\u7684ios\u90e8\u7f72\u7248\u672c":130,"\u6700\u5c11\u663e\u793a\u591a\u5c11\u4e2a\u8282\u70b9":125,"\u6700\u5e38\u89c1\u7684\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662fexcept":60,"\u6700\u65b0\u7684\u4ee3\u7801":106,"\u6700\u65b0\u7684paddlepaddl":[88,95],"\u6700\u7ec8":107,"\u6700\u7ec8\u5b9e\u73b0\u4e00\u4e2a\u5c42\u6b21\u5316\u7684\u590d\u6742rnn":103,"\u6700\u7ec8\u6211\u4eec\u53ef\u4ee5\u8c03\u7528trainer\u7684train\u65b9\u6cd5\u542f\u52a8\u8bad\u7ec3":98,"\u6700\u7ec8\u7684\u8f93\u51fa\u7ed3\u679c":103,"\u6708\u6e56":101,"\u6709":101,"\u6709\u4e00\u4e9b\u5fc5\u987b\u914d\u7f6e\u7684\u53c2\u6570":[129,130,131],"\u6709\u4e9b\u5c42\u53ef\u80fd\u9700\u8981\u9ad8\u7cbe\u5ea6\u6765\u4fdd\u8bc1\u68af\u5ea6\u68c0\u67e5\u5355\u6d4b\u6b63\u786e\u6267\u884c":107,"\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":107,"\u6709\u4e9b\u7279\u5f81\u7684\u53d6\u503c\u8fbe\u5230\u6570\u767e\u4e07":91,"\u6709\u4eba\u7528\u865a\u62df\u673a\u6765\u7c7b\u6bd4":105,"\u6709\u4ee5\u4e0b\u5efa\u8bae":[129,130],"\u6709\u5173":101,"\u6709\u5173\u53c2\u6570\u914d\u7f6e\u7684\u8be6\u7ec6\u8bf4\u660e\u89c1":129,"\u6709\u5173\u7ebf\u6027\u56de\u5f52\u7684\u5b9e\u9645\u5e94\u7528":98,"\u6709\u52a9\u4e8e\u8bca\u65ad\u5206\u5e03\u5f0f\u9519\u8bef":117,"\u6709\u591a\u96be":105,"\u6709\u6548\u63d0\u5347paddlepaddle\u5728\u82f1\u7279\u5c14\u67b6\u6784\u4e0a\u7684\u6027\u80fd":[56,57],"\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":105,"\u6709\u65f6\u5019\u6211\u4eec\u53ea\u60f3\u8fd0\u884c\u4e00\u4e2a\u7279\u5b9a\u7684\u5355\u5143\u6d4b\u8bd5":105,"\u6709\u6807\u51c6\u7684":60,"\u6709\u7684\u65f6\u5019":60,"\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":114,"\u6709\u7684\u8bdd\u9700\u8981\u5148\u5378\u8f7d":88,"\u6709\u975e\u5e38\u5927\u7684\u5dee\u522b":113,"\u670d\u52a1":101,"\u670d\u52a1\u5458":101,"\u670d\u52a1\u5668\u4e4b\u95f4\u53ef\u4ee5\u901a\u8fc7\u5c40\u57df\u7f51":116,"\u672a\u6307\u5b9a\u6309\u7167double\u7cbe\u5ea6\u7f16\u8bd1":93,"\u672a\u77e5\u8bcd":135,"\u672a\u8bbe\u7f6e":130,"\u672c\u4f8b\u4e2d\u4e3a0":135,"\u672c\u4f8b\u4e2d\u4e3a32":135,"\u672c\u4f8b\u4e2d\u4e3a4":135,"\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":101,"\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":137,"\u672c\u4f8b\u7531\u6613\u5230\u96be\u5c55\u793a4\u79cd\u4e0d\u540c\u7684\u6587\u672c\u5206\u7c7b\u7f51\u7edc\u914d\u7f6e":137,"\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":137,"\u672c\u4f8b\u91c7\u7528\u82f1\u6587\u60c5\u611f\u5206\u7c7b\u7684\u6570\u636e":2,"\u672c\u4f8b\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":137,"\u672c\u5217\u8868\u8bf4\u660epaddlepaddle\u53d1\u7248\u4e4b\u524d\u9700\u8981\u6d4b\u8bd5\u7684\u529f\u80fd\u70b9":80,"\u672c\u5730":[88,97],"\u672c\u5730\u6d4b\u8bd5":124,"\u672c\u5730\u8bad\u7ec3":124,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":90,"\u672c\u5730\u8bad\u7ec3\u7684\u5b9e\u9a8c":127,"\u672c\u5b9e\u4f8b\u4e2d":135,"\u672c\u5c0f\u8282\u6211\u4eec\u5c06\u4ecb\u7ecd\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":137,"\u672c\u5c42\u5c3a\u5bf8":136,"\u672c\u5c42\u6709\u56db\u4e2a\u53c2\u6570":136,"\u672c\u6559\u7a0b\u4e2d\u6211\u4eec\u7ed9\u51fa\u4e86\u4e09\u4e2aresnet\u6a21\u578b":136,"\u672c\u6559\u7a0b\u4e3b\u8981\u4ecb\u7ecd\u5e26kernel\u7684op\u5982\u4f55\u5199":108,"\u672c\u6559\u7a0b\u5c06\u6307\u5bfc\u4f60\u5982\u4f55\u5728":104,"\u672c\u6559\u7a0b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7528\u4e8eimagenet\u4e0a\u7684\u5377\u79ef\u5206\u7c7b\u7f51\u7edc\u6a21\u578b":136,"\u672c\u6587\u4e2d\u6240\u6709\u7684\u4f8b\u5b50":101,"\u672c\u6587\u4e2d\u7684\u4f8b\u5b50\u91cc":105,"\u672c\u6587\u4e2d\u793a\u4f8b\u6240\u4f7f\u7528\u7684\u5355\u5143\u6d4b\u8bd5\u6587\u4ef6\u662f":101,"\u672c\u6587\u4ee5paddlepaddle\u7684\u53cc\u5c42rnn\u5355\u5143\u6d4b\u8bd5\u4e3a\u793a\u4f8b":101,"\u672c\u6587\u5c06\u4ecb\u7ecd\u5728kubernetes\u5bb9\u5668\u7ba1\u7406\u5e73\u53f0\u4e0a\u5feb\u901f\u6784\u5efapaddlepaddle\u5bb9\u5668\u96c6\u7fa4":120,"\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":116,"\u672c\u6587\u6863\u4ecb\u7ecd\u5982\u4f55\u5728paddlepaddle\u5e73\u53f0\u4e0a":135,"\u672c\u6587\u6863\u5c06\u4ee5linux":129,"\u672c\u6587\u6863\u63cf\u8ff0paddl":61,"\u672c\u6587\u7684\u5c06\u4ecb\u7ecd\u5728macos\u4e0a":130,"\u672c\u6765":101,"\u672c\u6b21\u8bad\u7ec3\u6587\u4ef6\u6240\u5728\u76ee\u5f55":120,"\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6\u53ef\u4ee5\u5199\u6210":120,"\u672c\u6b21\u8bad\u7ec3\u8981\u6c42\u67093\u4e2apaddlepaddle\u8282\u70b9":120,"\u672c\u6b21\u8bd5\u9a8c":137,"\u672c\u793a\u4f8b\u4e2d\u4f7f\u7528\u7684\u539f\u59cb\u6570\u636e\u5982\u4e0b":101,"\u672c\u793a\u4f8b\u610f\u56fe\u4f7f\u7528\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u5b9e\u73b0\u4e24\u4e2a\u5b8c\u5168\u7b49\u4ef7\u7684\u5168\u8fde\u63a5rnn":101,"\u673a\u5668\u4e0a\u4ee5\u53ca":131,"\u673a\u5668\u7684\u8bbe\u5907":127,"\u673a\u5668\u7ffb\u8bd1":80,"\u6743\u91cd\u66f4\u65b0\u7684\u68af\u5ea6":125,"\u6765":101,"\u6765\u4ee3\u66ff":106,"\u6765\u4f7f\u7528dropout":92,"\u6765\u4f7f\u7528dropout\u7684":92,"\u6765\u4fdd\u8bc1\u8bad\u7ec3\u8fc7\u7a0b\u53ef\u4ee5\u4ece\u4e2d\u95f4\u72b6\u6001\u91cd\u65b0\u542f\u52a8":35,"\u6765\u505a\u68af\u5ea6\u68c0\u67e5":107,"\u6765\u51b3\u5b9a\u662f\u5426\u5f00\u542fmkl":56,"\u6765\u5206\u6790\u6267\u884c\u6587\u4ef6":114,"\u6765\u521d\u59cb\u5316\u53c2\u6570":93,"\u6765\u542f\u52a8\u548c":105,"\u6765\u5b8c\u6210\u7f51\u7edc\u7684\u8bad\u7ec3":98,"\u6765\u5b9a\u4e49\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u6765\u5b9e\u73b0":57,"\u6765\u5bf9\u6bd4\u5206\u6790\u4e24\u8005\u8bed\u4e49\u76f8\u540c\u7684\u539f\u56e0":101,"\u6765\u5e2e\u52a9\u4f60\u7406\u89e3paddlepaddle\u7684\u5185\u90e8\u8fd0\u884c\u673a\u5236":137,"\u6765\u5f71\u54cdpaddlepaddle\u7684\u7f16\u8bd1\u8fc7\u7a0b":[129,130],"\u6765\u5f97\u5230\u67d0\u4e2a\u7279\u5b9a\u53c2\u6570\u7684\u68af\u5ea6\u77e9\u9635":107,"\u6765\u6267\u884c":105,"\u6765\u6307\u5b9a\u7f51\u7edc\u5c42\u7684\u6570\u76ee":136,"\u6765\u63a5\u53d7\u4e0d\u4f7f\u7528\u7684\u51fd\u6570\u4ee5\u4fdd\u8bc1\u517c\u5bb9\u6027":2,"\u6765\u63cf\u8ff0\u7684":109,"\u6765\u63cf\u8ff0\u8be5op\u7684\u8f93\u5165":108,"\u6765\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":98,"\u6765\u663e\u793a\u6027\u80fd\u5206\u6790\u7ed3\u679c":113,"\u6765\u67e5\u770b\u6027\u80fd\u5206\u6790\u7ed3\u679c":113,"\u6765\u6ce8\u518c\u8be5\u5c42":107,"\u6765\u6df7\u5408\u4f7f\u7528gpu\u548ccpu\u8ba1\u7b97\u7f51\u7edc\u5c42\u7684\u53c2\u6570":127,"\u6765\u6e05\u7406\u8fd9\u4e9b\u5185\u5bb9":105,"\u6765\u786e\u4fdd\u628a":60,"\u6765\u786e\u5b9a\u5bf9\u5e94\u5173\u7cfb":2,"\u6765\u7f16\u8bd1":105,"\u6765\u81ea\u5b9a\u4e49\u4f20\u6570\u636e\u7684\u8fc7\u7a0b":1,"\u6765\u83b7\u5f97\u8f93\u51fa\u7684\u68af\u5ea6":107,"\u6765\u8868\u793a":104,"\u6765\u8868\u793a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u6765\u8868\u793apaddle\u5185\u90e8\u7c7b":60,"\u6765\u89e3\u51b3\u4e0a\u9762\u7684\u95ee\u9898":91,"\u6765\u8ba1\u7b97\u68af\u5ea6":107,"\u6765\u8bb2\u89e3\u5982\u4f55\u4f7f\u7528\u53cc\u5c42rnn":101,"\u6765\u8bbe\u7f6e":93,"\u6765\u8bbf\u95ee\u7528\u6237\u81ea\u5df1\u7684\u6570\u636e":36,"\u6765\u8bf4\u660epydataprovider2\u7684\u7b80\u5355\u4f7f\u7528\u573a\u666f":2,"\u6765\u8c03\u6574":106,"\u6765\u8c03\u7528":105,"\u6765\u8fd0\u884c\u5305\u62ec":105,"\u6765\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u4e86":105,"\u6765\u8fd0\u884c\u6027\u80fd\u5206\u6790\u548c\u8c03\u4f18":114,"\u6765\u8fd0\u884c\u955c\u50cf":95,"\u6765\u8fdb\u884c\u8ba8\u8bba":61,"\u6765\u9884\u6d4b\u8fd9\u4e2a\u4e2d\u95f4\u7684\u8bcd":91,"\u676f\u5b50":101,"\u6784\u5efa":129,"\u6784\u5efa\u597d\u5f00\u53d1\u955c\u50cf\u540e":129,"\u6784\u5efa\u76ee\u6807\u4e3a":130,"\u6784\u6210\u4e86\u8f93\u51fa\u53cc\u5c42\u5e8f\u5217\u7684\u7b2ci\u4e2a":100,"\u6784\u9020":120,"\u6784\u9020\u51fd\u6570\u542b\u67092\u4e2a\u53c2\u6570":108,"\u6784\u9020\u51fd\u6570\u91cc\u901a\u8fc7":108,"\u6784\u9020paddl":4,"\u67b6\u6784\u7684\u6a21\u62df\u5668\u5e73\u53f0":130,"\u67b6\u6784\u7684iphone\u6216\u8005ipad\u7b49\u7269\u7406\u8bbe\u5907":130,"\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":101,"\u67d0\u4e9b\u53c2\u6570\u53ea\u53ef\u7528\u4e8e\u7279\u5b9a\u7684\u5c42\u4e2d":124,"\u67e5\u770b":[106,137],"\u67e5\u770b\u5305\u7684\u5927\u5c0f":88,"\u67e5\u770b\u5f53\u524d\u72b6\u6001":106,"\u67e5\u770b\u5f53\u524d\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":106,"\u67e5\u770b\u6587\u4ef6\u5177\u4f53\u88ab\u4fee\u6539\u7684\u5185\u5bb9":106,"\u67e5\u770b\u662f\u5426\u662f\u5176\u4ed6\u9519\u8bef\u5f15\u53d1\u7684\u62a5\u9519":89,"\u67e5\u770bjob\u7684\u8be6\u7ec6\u60c5\u51b5":119,"\u6807\u51c6":97,"\u6807\u51c6\u5dee\u4e3a":93,"\u6807\u51c6\u8868\u793apaddlepaddle\u7248\u672c\u53f7":80,"\u6807\u8bc6\u4e86\u4e00\u4e2a\u8f93\u51fa\u7684\u6587\u4ef6\u540d":113,"\u6807\u8bc6\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c\u6587\u4ef6":113,"\u6807\u8bc6\u662f\u5426\u4e3a\u8fde\u7eed\u7684batch\u8ba1\u7b97":125,"\u6807\u8bc6\u88ab\u6027\u80fd\u5206\u6790\u7684\u6e90\u6587\u4ef6":113,"\u6807\u8bc6http\u670d\u52a1\u7684\u7aef\u53e3":113,"\u6807\u8bc6http\u670d\u52a1\u7ed1\u5b9a\u7684ip":113,"\u6838\u4e00\u6837\u591a\u7684\u8fdb\u7a0b\u6765\u5e76\u884c\u7f16\u8bd1":105,"\u6839\u636e\u4e2a\u4eba\u7684\u9700\u6c42\u4fee\u6539\u5b9a\u5236docker\u5bb9\u5668\u6240\u6267\u884c\u7684\u811a\u672c":129,"\u6839\u636e\u4f60\u7684\u4efb\u52a1":127,"\u6839\u636e\u524d\u6587\u7684\u63cf\u8ff0":120,"\u6839\u636e\u7528\u6237\u6307\u5b9a\u7684\u5b57\u5178":135,"\u6839\u636e\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684":125,"\u6839\u636e\u8f93\u5165tensor\u7684\u5927\u5c0f\u6765\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5927\u5c0f":109,"\u6839\u636e\u8fd9\u4e9b\u53c2\u6570\u7684\u4f7f\u7528\u573a\u5408":124,"\u6839\u636e\u9ed8\u8ba4\u503c\u9012\u589e":125,"\u6839\u636e\u9ed8\u8ba4\u7aef\u53e3\u53f7\u9012\u589e":125,"\u6839\u636ejob\u5bf9\u5e94\u7684pod\u4fe1\u606f":119,"\u6839\u636eport":116,"\u683c\u5f0f":125,"\u683c\u5f0f\u4e0d\u5339\u914d\u65f6":57,"\u683c\u5f0f\u5982\u4e0b":137,"\u683c\u5f0f\u7684\u6587\u4ef6\u6765\u5b58\u653e":108,"\u683c\u5f0f\u8bf4\u660e":135,"\u6846\u67b6\u63d0\u4f9b\u7684blas\u51fd\u6570\u8fdb\u884c\u77e9\u9635\u8ba1\u7b97":130,"\u6846\u67b6\u8fdb\u884cblas\u77e9\u9635\u8ba1\u7b97":130,"\u68af\u5ea6\u4f1a\u5c31\u5730":107,"\u68af\u5ea6\u4f1a\u6709\u566a\u58f0":116,"\u68af\u5ea6\u53c2\u6570\u7684\u5206\u5757\u6570\u76ee":125,"\u68af\u5ea6\u5c31\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u65b9\u7a0b\u8ba1\u7b97\u5f97\u5230":107,"\u68af\u5ea6\u670d\u52a1\u5668\u7684\u6570\u91cf":125,"\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u6709\u9650\u5dee\u5206\u6cd5\u6765\u9a8c\u8bc1\u4e00\u4e2a\u5c42\u7684\u68af\u5ea6":107,"\u68af\u5ea6\u68c0\u67e5\u7684\u8f93\u5165\u6570\u636e\u7684\u6279\u6b21\u5927\u5c0f":107,"\u68c0\u67e5\u70b9\u4fdd\u5b58\u7a0b\u5e8f\u6d41\u7a0b":35,"\u68c0\u67e5\u8f93\u5165\u6570\u636e\u7ef4\u5ea6":108,"\u68d2":137,"\u697c\u5c42":101,"\u6a21\u5757\u4e0b\u7684\u76f8\u5173":109,"\u6a21\u5757\u4e2d\u7684":2,"\u6a21\u578b\u4e00\u76f4\u4e0d\u6536\u655b":91,"\u6a21\u578b\u5171\u5305\u542b1":135,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9\u901a\u8fc7\u5b9a\u671f\u5411\u78c1\u76d8\u4e0a\u4fdd\u5b58\u4e00\u4efd\u5b58\u50a8\u5728paramet":35,"\u6a21\u578b\u5b58\u50a8\u8def\u5f84":137,"\u6a21\u578b\u6570\u636e\u68c0\u67e5\u70b9\u7684\u5b9e\u73b0":35,"\u6a21\u578b\u6587\u4ef6\u5c06\u88ab\u5199\u5165\u8282\u70b9":117,"\u6a21\u578b\u6765\u6307\u5bfc\u4f60\u5b8c\u6210\u8fd9\u4e9b\u6b65\u9aa4":104,"\u6a21\u578b\u6f14\u793a\u5982\u4f55\u914d\u7f6e\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u6a21\u578b":104,"\u6a21\u578b\u7684\u4ee3\u7801\u53ef\u4ee5\u5728":104,"\u6a21\u578b\u7684\u7ed3\u6784\u548c\u8bad\u7ec3\u8fc7\u7a0b":135,"\u6a21\u578b\u7684\u7f16\u7801\u5668\u90e8\u5206\u5982\u4e0b\u6240\u793a":104,"\u6a21\u578b\u8bad\u7ec3\u4f1a\u770b\u5230\u7c7b\u4f3c\u4e0a\u9762\u8fd9\u6837\u7684\u65e5\u5fd7\u4fe1\u606f":137,"\u6a21\u578b\u8bad\u7ec3\u7b49\u4efb\u52a1":98,"\u6a21\u578b\u8def\u5f84":136,"\u6a21\u578b\u914d\u7f6e":[0,90],"\u6a21\u578b\u914d\u7f6e\u89e3\u6790":60,"\u6a21\u578b\u91c7\u7528":135,"\u6a21\u578b\u9884\u6d4b":4,"\u6a21\u5f0f\u4e0b\u7684\u6027\u80fd\u6d4b\u8bd5\u662f\u6ca1\u6709\u610f\u4e49\u7684":113,"\u6a2a\u5411\u62fc\u63a5":91,"\u6b21":101,"\u6b21\u8fed\u4ee3\u6267\u884c\u7684\u8f6c\u6362\u6b21\u6570\u4e3a":56,"\u6b22\u8fce\u901a\u8fc7":106,"\u6b63\u5728\u7b49\u5f85\u672a\u5b8c\u6210\u7684\u4efb\u52a1":88,"\u6b63\u5e38\u60c5\u51b5\u4e0b\u662f75m":88,"\u6b63\u6837\u672c":137,"\u6b63\u786e\u7684\u89e3\u51b3\u65b9\u6cd5\u662f":88,"\u6b63\u8d1f\u5bf9\u9a8c\u8bc1":124,"\u6b64\u547d\u4ee4\u5c06\u5728":129,"\u6b64\u5904":135,"\u6b64\u5904\u90fd\u4e3a2":101,"\u6b64\u5916":[92,105,106,129],"\u6b64\u6559\u7a0b\u4f1a\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528python\u7684cprofile\u5305":113,"\u6b64\u6559\u7a0b\u5c06\u5411\u60a8\u5206\u6b65\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528\u5185\u7f6e\u7684\u5b9a\u65f6\u5de5\u5177":114,"\u6b64\u65f6\u53ea\u9700\u8981":105,"\u6b64\u65f6\u53ef\u4ee5\u5728\u8c03\u7528infer\u63a5\u53e3\u65f6\u901a\u8fc7\u8bbe\u7f6e":91,"\u6b64\u65f6\u53ef\u4ee5\u8df3\u8fc7paddlepaddle\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u7684\u5934\u4fe1\u606f":93,"\u6b64\u65f6\u6bcf\u4e2a\u5c0f\u5206\u652f\u7684":57,"\u6b64\u65f6master\u5c06\u8d1f\u8d23\u542f\u52a8\u4e00\u4e2a\u65b0\u7684train":35,"\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":89,"\u6b65\u9aa4":91,"\u6bb5\u843d\u53ef\u4ee5\u770b\u4f5c\u662f\u4e00\u4e2a\u5d4c\u5957\u7684\u53cc\u5c42\u7684\u5e8f\u5217":103,"\u6bcf\u4e00\u4e2a":80,"\u6bcf\u4e00\u4e2a\u4efb\u52a1\u6d41\u7a0b\u90fd\u53ef\u4ee5\u88ab\u5212\u5206\u4e3a\u5982\u4e0b\u4e94\u4e2a\u6b65\u9aa4":137,"\u6bcf\u4e00\u4e2a\u6587\u4ef6\u662f\u6570\u636e\u96c6\u7684\u4e00\u4e2ashard":36,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65":101,"\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4e4b\u95f4\u7684\u795e\u7ecf\u7f51\u7edc\u5177\u6709\u4e00\u5b9a\u7684\u76f8\u5173\u6027":101,"\u6bcf\u4e00\u4e2a\u8282\u70b9\u90fd\u6709\u76f8\u540c\u7684\u65e5\u5fd7\u7ed3\u6784":117,"\u6bcf\u4e00\u4e2alayer\u8f93\u51fa\u77e9\u9635\u7684\u9ad8\u5ea6":91,"\u6bcf\u4e00\u5217\u7684\u542b\u4e49\u662f":113,"\u6bcf\u4e00\u7ec4\u5185\u7684\u6240\u6709\u53e5\u5b50\u548clabel":101,"\u6bcf\u4e2a":57,"\u6bcf\u4e2a\u503c\u7684\u7c7b\u578b\u53ef\u4ee5\u662f\u6574\u5f62":36,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u6bcf\u4e2a\u5355\u5c42rnn":103,"\u6bcf\u4e2a\u53c2\u6570\u670d\u52a1\u5668\u53ea\u4fdd\u5b58\u6574\u4e2a\u795e\u7ecf\u7f51\u7edc\u6240\u6709\u53c2\u6570\u7684\u4e00\u90e8\u5206":116,"\u6bcf\u4e2a\u53e5\u5b50\u53c8\u662f\u5355\u8bcd\u7684\u6570\u7ec4":101,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u5f00\u59cb\u6807\u8bb0\u5f00\u5934":104,"\u6bcf\u4e2a\u53e5\u5b50\u90fd\u4ee5\u7ed3\u675f\u6807\u8bb0\u7ed3\u5c3e":104,"\u6bcf\u4e2a\u5b50\u5e8f\u5217\u957f\u5ea6\u53ef\u4ee5\u4e0d\u4e00\u81f4":101,"\u6bcf\u4e2a\u5c42\u5728\u5176":107,"\u6bcf\u4e2a\u5c42\u90fd\u6709\u4e00\u4e2a\u6216\u591a\u4e2ainput":137,"\u6bcf\u4e2a\u6279\u6b21\u6570\u636e":125,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e4b\u5185\u7684\u8fd0\u7b97\u662f\u72ec\u7acb\u7684":103,"\u6bcf\u4e2a\u65f6\u95f4\u6b65\u90fd\u7528\u4e86\u4e0a\u4e00\u4e2a\u65f6\u95f4\u6b65\u7684\u8f93\u51fa\u7ed3\u679c":101,"\u6bcf\u4e2a\u6743\u91cd\u5bf9\u5e94\u4e00\u4e2a\u8f93\u5165":107,"\u6bcf\u4e2a\u6837\u672c\u7531\u4e24\u90e8\u5206\u7ec4\u6210":101,"\u6bcf\u4e2a\u6837\u672c\u95f4\u7528\u7a7a\u884c\u5206\u5f00":101,"\u6bcf\u4e2a\u6d4b\u8bd5\u4f1a\u5bf9\u6bd4paddlepaddle\u4e2dcpu\u7b97\u51fa\u7684\u7ed3\u679c\u4e0emkl":57,"\u6bcf\u4e2a\u72b6\u6001":103,"\u6bcf\u4e2a\u7ebf\u7a0b":125,"\u6bcf\u4e2a\u7ebf\u7a0b\u5206\u914d\u5230128\u4e2a\u6837\u672c\u7528\u4e8e\u8bad\u7ec3":125,"\u6bcf\u4e2a\u8bad\u7ec3\u8282\u70b9\u5fc5\u987b\u6307\u5b9a\u4e00\u4e2a\u552f\u4e00\u7684id\u53f7":125,"\u6bcf\u4e2a\u8f93\u5165\u90fd\u662f\u4e00\u4e2a":107,"\u6bcf\u4e2a\u8f93\u51fa\u8282\u70b9\u90fd\u8fde\u63a5\u5230\u6240\u6709\u7684\u8f93\u5165\u8282\u70b9\u4e0a":107,"\u6bcf\u4e2a\u90e8\u5206\u5206\u522b\u7ed9\u6bcf\u4e2atrainer\u4f7f\u7528":116,"\u6bcf\u4e2acommit\u53ea\u505a\u4e86\u5c11\u91cf\u7684\u4fee\u6539":106,"\u6bcf\u4e2adata":36,"\u6bcf\u4e2amkldnnlayer\u90fd\u5305\u542b\u7528\u4e8e\u5185\u90e8\u5b58\u50a8\u548c\u5916\u90e8\u5b58\u50a8\u7684\u4e00\u7cfb\u5217mkldnnmatrix":57,"\u6bcf\u4e2aparamet":35,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747\u5206\u7c7b\u9519\u8bef\u7387":137,"\u6bcf\u4e2apass\u7684\u7b2c0\u4e2abatch\u5230\u5f53\u524dbatch\u6240\u6709\u6837\u672c\u7684\u5e73\u5747cost":137,"\u6bcf\u4e2apod\u5305\u542b\u4e00\u4e2apaddlepaddle\u5bb9\u5668":120,"\u6bcf\u4e2ashard\u5206\u522b\u5b58\u50a8\u5728\u5176\u4e2d\u4e00\u53f0paramet":35,"\u6bcf\u4e2atrainer\u542f\u52a8\u540e\u8bfb\u53d6\u5207\u5206\u597d\u7684\u4e00\u90e8\u5206\u6570\u636e":116,"\u6bcf\u4e2atrainer\u7684\u552f\u4e00id":116,"\u6bcf\u4e2atrainer\u8fdb\u7a0b\u9700\u8981\u80fd\u591f\u8bfb\u53d6\u5c5e\u4e8e\u81ea\u5df1\u7684\u4e00\u4efd\u6570\u636e":116,"\u6bcf\u53f0\u670d\u52a1\u5668\u5177\u6709\u96c6\u7fa4\u4e2d\u552f\u4e00\u7684ip\u5730\u5740":116,"\u6bcf\u5c42\u4e0a\u53ea\u80fd\u4fdd\u5b58\u56fa\u5b9a\u6570\u76ee\u4e2a\u6700\u597d\u7684\u72b6\u6001":125,"\u6bcf\u5c42\u4f7f\u7528\u7684gpu\u53f7\u4f9d\u8d56\u4e8e\u53c2\u6570train":127,"\u6bcf\u6279\u6b21":125,"\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801":106,"\u6bcf\u6b21\u63d0\u4ea4\u65f6":106,"\u6bcf\u6b21\u8bfb\u53d6\u4e00\u6761\u6570\u636e\u540e":137,"\u6bcf\u6b21\u8c03\u7528\u65f6\u5bf9\u539f\u6570\u636e\u7684\u91cd\u590dpacking\u4fbf\u6210\u4e3a\u4e86\u5197\u4f59":56,"\u6bcf\u6b21\u8c03\u7528\u7684\u8017\u65f6\u4e5f\u5f88\u957f":113,"\u6bcf\u6b21\u8f93\u51fa\u4e00\u4e2adata":36,"\u6bcf\u6b21\u90fd\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u6bcf\u884c\u5b58\u50a8\u4e00\u4e2a\u8bcd":135,"\u6bcf\u884c\u5b58\u50a8\u7684\u662f\u4e00\u4e2a\u6837\u672c\u7684\u7279\u5f81":136,"\u6bcf\u884c\u6253\u537032\u4e2a\u53c2\u6570\u4ee5":135,"\u6bcf\u884c\u8868\u793a\u4e00\u4e2a\u6279\u6b21\u4e2d\u7684\u5355\u4e2a\u8f93\u5165":107,"\u6bcf\u8f6e\u4f1a\u5c06\u6570\u636e\u96c6\u4e2d\u7684\u6240\u6709\u8bad\u7ec3\u6837\u672c\u4f7f\u7528\u4e00\u6b21":125,"\u6bcf\u8f6e\u7ed3\u675f\u65f6\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":125,"\u6bcf\u8f6e\u90fd\u4f1a\u4fdd\u5b58\u9884\u6d4b\u7ed3\u679c":125,"\u6bcf\u8fd0\u884c\u591a\u5c11\u4e2a\u6279\u6b21\u6267\u884c\u4e00\u6b21\u7a00\u758f\u53c2\u6570\u5206\u5e03\u7684\u68c0\u67e5":125,"\u6bcf\u969410\u5206\u949f":35,"\u6bcf\u9694\u591a\u5c11batch\u6253\u5370\u4e00\u6b21\u65e5\u5fd7":137,"\u6bcfdot":125,"\u6bcflog":125,"\u6bcfsave":125,"\u6bcftest":125,"\u6bd4\u5982":[36,57,89,91,95,105,106,137],"\u6bd4\u5982\u4e00\u53e5\u8bdd\u4e2d\u7684\u6bcf\u4e00\u4e2a\u5355\u8bcd":101,"\u6bd4\u5982\u53ef\u80fd\u4f1a\u7528openmp\u6539\u8fdbsgd\u7684\u66f4\u65b0\u6027\u80fd":57,"\u6bd4\u5982\u5728":95,"\u6bd4\u5982\u5982\u679c\u8981build\u4e00\u4e2a\u4e0d\u4f9d\u8d56gpu":106,"\u6bd4\u5982\u5c06":80,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u5e93\u7684\u5927\u5c0f":130,"\u6bd4\u5982\u5e0c\u671b\u6700\u5c0f\u5316\u751f\u6210\u7684\u5e93\u7684\u5927\u5c0f":[129,131],"\u6bd4\u5982\u6bcf\u969410\u5206\u949f\u6700\u65b0\u7684\u5feb\u7167":35,"\u6bd4\u5982\u6d41\u5f0f\u6570\u636e\u5904\u7406":36,"\u6bd4\u5982\u8282\u70b9\u7684id":116,"\u6bd4\u5982\u8bbe\u7f6e\u4e00\u4e2a\u5168\u8fde\u63a5\u5c42\u7684\u53c2\u6570\u521d\u59cb\u5316\u65b9\u5f0f\u548cbias\u521d\u59cb\u5316\u65b9\u5f0f":93,"\u6bd4\u5982cento":97,"\u6bd4\u5982fpe":89,"\u6bd4\u5982ide\u914d\u7f6e\u91cc":106,"\u6bd4\u5982imagenet\u8fd9\u4e2a\u6570\u636e\u96c6\u53ef\u80fd\u88ab\u5206\u62101000\u4e2ashard":36,"\u6bd4\u5982pil\u5e93\u7b49":116,"\u6bd5\u7adf\u5355\u7ebf\u7a0b\u8c03\u8bd5\u66f4\u5bb9\u6613":113,"\u6c34\u6e29":101,"\u6c49\u5ead":101,"\u6ca1":101,"\u6ca1\u6709\u4f5c\u7528":2,"\u6ca1\u6709\u5b9e\u9645\u610f\u4e49":135,"\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":56,"\u6ca1\u6709\u627e\u5230\u548c\u5f53\u524d\u7cfb\u7edf\u5339\u914d\u7684paddlepaddle\u5b89\u88c5\u5305":[88,97],"\u6ca1\u6709\u6d4b\u8bd5\u6570\u636e":2,"\u6ca1\u6709\u8bbe\u7f6e":[129,131],"\u6ce8":[35,95],"\u6ce8\u518c":108,"\u6ce8\u518ccpu":108,"\u6ce8\u518clayer\u7684\u65f6\u5019\u4fdd\u8bc1":[56,57],"\u6ce8\u518cop":108,"\u6ce8\u518cop\u65f6\u7684\u7c7b\u578b\u540d":108,"\u6ce8\u610f":[2,57,94,98,104,107,110,113,116,120,129,130,131],"\u6ce8\u610f\u4e0a\u8ff0\u547d\u4ee4\u4e2d":120,"\u6ce8\u610f\u5230\u6211\u4eec\u5df2\u7ecf\u5047\u8bbe\u673a\u5668\u4e0a\u67094\u4e2agpu":127,"\u6ce8\u610f\u9884\u6d4b\u6570\u636e\u901a\u5e38\u4e0d\u5305\u542blabel":4,"\u6ce8\u610fnode":120,"\u6ce8\u91ca":108,"\u6cf3\u6c60":101,"\u6d41":101,"\u6d41\u7a0b\u6765\u63d0\u4ea4\u4ee3\u7801":106,"\u6d44":101,"\u6d4b\u8bd5":106,"\u6d4b\u8bd5\u5206\u4e3a\u6bcf\u4e2alayer":57,"\u6d4b\u8bd5\u65f6\u6307\u5b9a\u7684\u5b58\u50a8\u6a21\u578b\u5217\u8868\u7684\u6587\u4ef6":125,"\u6d4b\u8bd5\u65f6\u9ed8\u8ba4\u4e0dshuffl":2,"\u6d4b\u8bd5\u662f":106,"\u6d4b\u8bd5\u7684\u6027\u80fd\u5bf9\u6bd4\u7ed3\u679c\u4f1a\u5728":57,"\u6d4b\u8bd5\u7684\u6a21\u578b\u5305\u62ec\u4ece\u7b2cm\u8f6e\u5230\u7b2cn":127,"\u6d4b\u8bd5docker\u955c\u50cf":80,"\u6d4b\u8bd5model_list":124,"\u6d4b\u8bd5oper":108,"\u6d4b\u8bd5save_dir":124,"\u6d6e\u70b9\u578b\u6570\u636e":36,"\u6d6e\u70b9\u5f02\u5e38\u901a\u5e38\u7684\u539f\u56e0\u662f\u6d6e\u70b9\u6570\u6ea2\u51fa":91,"\u6d6e\u70b9\u6570\u5360\u7528\u7684\u5b57\u8282\u6570":135,"\u6d6e\u70b9\u7a00\u758f\u6570\u636e":107,"\u6df1\u5165paddlepaddl":57,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790\u6765\u8fdb\u884c\u8c03\u4f18":113,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\u4e5f\u662f\u8981\u770b":113,"\u6df7\u5408\u5f53\u524d\u8bcd\u5411\u91cf\u548cattention\u52a0\u6743\u7f16\u7801\u5411\u91cf":104,"\u6dfb\u52a0":56,"\u6dfb\u52a0\u4e86\u4e00\u4e2a\u8f93\u51fa":108,"\u6dfb\u52a0\u542f\u52a8\u811a\u672c":120,"\u6dfb\u52a0\u7684\u76f8\u5173\u6587\u4ef6\u548c\u76ee\u5f55\u7ed3\u6784\u5982\u4e0b":[56,57],"\u6dfb\u52a0\u8f93\u5165\u53c2\u6570":108,"\u6dfb\u52a0\u8f93\u51fa\u53c2\u6570":108,"\u6dfb\u52a0op\u7684\u6ce8\u91ca":108,"\u6e05\u7406":105,"\u6e05\u7406\u6389\u8001\u65e7\u7684paddlepaddle\u5b89\u88c5\u5305":88,"\u6e29\u99a8":101,"\u6e90\u4ee3\u7801":137,"\u6e90\u4ee3\u7801\u683c\u5f0f":106,"\u6e90\u5e8f\u5217":104,"\u6e90\u7801\u6811\u6839\u76ee\u5f55":105,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u5171\u4eab\u76f8\u540c\u7684\u7f16\u7801\u5b57\u5178":135,"\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u662f\u76f8\u540c\u7684\u8bed\u8a00":135,"\u6e90\u8bed\u8a00\u77ed\u8bed\u548c\u76ee\u6807\u8bed\u8a00\u77ed\u8bed\u7684\u5b57\u5178\u5c06\u88ab\u5408\u5e76":135,"\u6ee4\u6ce2\u5668\u6838\u5728\u5782\u76f4\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":136,"\u6ee4\u6ce2\u5668\u6838\u5728\u6c34\u5e73\u65b9\u5411\u4e0a\u7684\u5c3a\u5bf8":136,"\u6fc0\u6d3b":107,"\u6fc0\u6d3b\u51fd\u6570\u662f\u72ec\u7acb\u4e8e":57,"\u6fc0\u6d3b\u51fd\u6570\u7c7b\u578b":137,"\u6fc0\u6d3b\u65b9\u7a0b":107,"\u6fc0\u6d3b\u7684\u7c7b\u578b":107,"\u70b9\u51fb":97,"\u70b9\u51fb\u8fd9\u91cc":110,"\u70ed\u60c5":101,"\u7136\u540e":[114,117,135],"\u7136\u540e\u4e0b\u8f7d\u4f18\u5316\u66f4\u65b0\u540e\u7684\u795e\u7ecf\u7f51\u7edc\u53c2\u6570":116,"\u7136\u540e\u4ea4\u7ed9step\u51fd\u6570":103,"\u7136\u540e\u4f7f\u7528":130,"\u7136\u540e\u4f7f\u7528resize\u63a5\u53e3\u8bbe\u7f6etensor\u7684\u5927\u5c0f":109,"\u7136\u540e\u5355\u51fb":106,"\u7136\u540e\u53ef\u4ee5\u4ecehead\u8282\u70b9ssh\u65e0\u5bc6\u7801\u767b\u5f55\u5230openmpi\u7684\u6bcf\u4e2a\u8282\u70b9\u4e0a":121,"\u7136\u540e\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u521b\u5efajob":120,"\u7136\u540e\u53ef\u4ee5\u8f6c\u6362\u4e3a\u56fe\u7247":136,"\u7136\u540e\u5728\u4e0b\u4e00\u4e2a\u65f6\u95f4\u6b65\u8f93\u5165\u7ed9\u53e6\u4e00\u4e2a\u795e\u7ecf\u5143":101,"\u7136\u540e\u5728\u524d\u5411":56,"\u7136\u540e\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165\u4ee5\u4e0b\u7f51\u5740":95,"\u7136\u540e\u5728dataprovider\u91cc\u9762\u6839\u636e\u8be5\u5730\u5740\u52a0\u8f7d\u5b57\u5178":93,"\u7136\u540e\u5728etcd\u7684":35,"\u7136\u540e\u5b89\u88c5paddle\u7684python\u73af\u5883":88,"\u7136\u540e\u5b9a\u4e49":104,"\u7136\u540e\u5c06\u6784\u5efa\u6210\u529f\u7684\u955c\u50cf\u4e0a\u4f20\u5230\u955c\u50cf\u4ed3\u5e93":120,"\u7136\u540e\u5c06\u8fd9\u4e9blayer\u7684\u53c2\u6570":92,"\u7136\u540e\u5c31\u53ef\u4ee5\u5e76\u53d1\u5199\u5165\u591a\u4e2achunk":45,"\u7136\u540e\u6240\u6709\u7528":106,"\u7136\u540e\u624d\u80fd\u4f7f\u7528pfsclient":45,"\u7136\u540e\u6253\u5370\u8f93\u51fa":98,"\u7136\u540e\u6267\u884c\u4e0b\u9762\u7684\u547d\u4ee4":136,"\u7136\u540e\u63d0\u4ea4\u65b0\u6dfb\u52a0\u7684":106,"\u7136\u540e\u70b9\u51fb":106,"\u7136\u540e\u7533\u660e\u4e00\u4e2a\u5b58\u50a8\u5377":120,"\u7136\u540e\u89c2\u5bdf\u5230\u8f93\u51fa\u7684\u53d8\u5316\u4e3a":107,"\u7136\u540e\u8fd4\u56de\u7ed9paddlepaddle\u8fdb\u7a0b":2,"\u7136\u540e\u901a\u8fc7\u51fd\u6570":120,"\u7136\u540e\u901a\u8fc7\u81ea\u8eab\u7684ip\u5730\u5740\u5728":120,"\u7136\u540e\u91cd\u65b0cmake\u5373\u53ef":88,"\u7136\u800c":[104,125],"\u7248\u672c":[94,97,105,130],"\u7248\u672c\u4e3acpu_avx_mkl":95,"\u7248\u672c\u4e3acpu_avx_openbla":[97,99],"\u7248\u672c\u5206\u652f":80,"\u7248\u672c\u53f7":80,"\u7248\u672c\u53f7rc":80,"\u7248\u672c\u5728":106,"\u7248\u672c\u8bf4\u660e":97,"\u7248\u672cfork\u51fa\u81ea\u5df1\u7684\u529f\u80fd\u5206\u652f":80,"\u7279\u522b\u662f\u5728lstm\u7b49rnn\u4e2d":91,"\u7279\u5f81\u56fe\u5747\u503c":136,"\u7279\u5f81\u56fe\u65b9\u5dee":136,"\u7279\u5f81\u5c06\u4f1a\u5b58\u5230":136,"\u7279\u6709\u7684\u8bbe\u5907id":57,"\u72ec\u7acb\u5b9a\u5236\u7684\u4e8c\u8fdb\u5236\u65f6\u624d\u9700\u8981\u7f16\u8bd1":96,"\u72ec\u7acb\u5de5\u5177\u94fe":129,"\u72ec\u7acb\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":129,"\u73af\u5883\u53d8\u91cf":116,"\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u7279\u5b9a\u7684gpu":91,"\u73b0\u9636\u6bb5\u7684\u4f18\u5316\u4e3b\u8981\u9488\u5bf9":56,"\u73b0\u9636\u6bb5paddle\u6709\u4e00\u4e2a\u95ee\u9898\u662f":60,"\u7406\u89e3":105,"\u751a\u81f3\u80fd\u89e3\u91ca\u4e3a\u4ec0\u4e48\u67d0\u4e2a\u64cd\u4f5c\u82b1\u4e86\u5f88\u957f\u65f6\u95f4":114,"\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u8bad\u7ec3\u6570\u636e\u96c6\u901a\u5e38\u4f53\u79ef\u5f88\u5927":36,"\u751f\u4ea7\u73af\u5883\u7684\u65e5\u5fd7\u6570\u636e\u4f1a\u901a\u8fc7\u5b9e\u65f6\u6d41\u7684\u65b9\u5f0f":36,"\u751f\u4ea7\u955c\u50cf":106,"\u751f\u6210":120,"\u751f\u6210\u5404\u79cd\u8bed\u8a00\u7684\u7ed1\u5b9a\u4ee3\u7801":60,"\u751f\u6210\u540e\u7684\u6587\u6863\u5206\u522b\u5b58\u50a8\u5728\u7f16\u8bd1\u76ee\u5f55\u7684":110,"\u751f\u6210\u5e8f\u5217\u7684\u6700\u5927\u957f\u5ea6":104,"\u751f\u6210\u6587\u6863":60,"\u751f\u6210\u7684":36,"\u751f\u6210\u7684\u6027\u80fd\u5206\u6790\u6587\u4ef6\u4e3a":113,"\u751f\u6210\u7684\u6570\u636e\u5c06\u4f1a\u5b58\u50a8\u5728\u8fd9\u4e2avolume\u4e0b":120,"\u751f\u6210\u7684\u6570\u636e\u7f13\u5b58\u5728\u5185\u5b58\u91cc":91,"\u751f\u6210\u7ed9\u5b9a":36,"\u751f\u6210\u7f51\u7edc\u5c42\u914d\u7f6e":107,"\u751f\u6210\u81ea\u5df1\u76ee\u5f55\u4e0b\u7684\u4ed3\u5e93":106,"\u751f\u6210\u8c03\u8bd5\u4fe1\u606f":113,"\u751f\u6210\u968f\u673a\u7684\u8f93\u5165\u6570\u636e":108,"\u751f\u6210api\u6587\u6863":60,"\u751f\u6210pfsclient\u548cpfsserver\u7684\u6846\u67b6\u90e8\u5206":45,"\u751f\u6210python\u6027\u80fd\u5206\u6790\u7684\u547d\u4ee4\u5982\u4e0b":113,"\u7528":45,"\u75280\u548c1\u8868\u793a":2,"\u7528\u4e86\u4e24\u4e2a\u6708\u4e4b\u540e\u8fd9\u4e2a\u663e\u793a\u5668\u5c4f\u5e55\u788e\u4e86":137,"\u7528\u4e8e\u521d\u59cb\u5316\u53c2\u6570\u548c\u8bbe\u7f6e":107,"\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":127,"\u7528\u4e8e\u6307\u5b9a\u5176\u8981\u5173\u8054\u7684layer":92,"\u7528\u4e8e\u6307\u5b9a\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":125,"\u7528\u4e8e\u6784\u6210\u65b0\u7684\u8bcd\u8868":135,"\u7528\u4e8e\u6ce8\u518c\u6ca1\u6709\u53cd\u5411\u7684op":108,"\u7528\u4e8e\u6d4b\u8bd5\u548c\u5bf9\u6bd4\u5728\u4f7f\u7528mkl":57,"\u7528\u4e8e\u7a00\u758f\u7c7b\u578b\u53c2\u6570\u901a\u4fe1\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u7528\u4e8e\u7a00\u758f\u8bad\u7ec3\u4e2d":125,"\u7528\u4e8e\u7ba1\u7406mkl":57,"\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":92,"\u7528\u4e8e\u8ba1\u7b97\u7f16\u7801\u5411\u91cf\u7684\u52a0\u6743\u548c":104,"\u7528\u4e8e\u8bad\u7ec3\u795e\u7ecf\u7f51\u7edc\u7684\u6570\u636e":116,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528\u76f8\u5173\u529f\u80fd":56,"\u7528\u4e8e\u9009\u62e9\u662f\u5426\u4f7f\u7528mkl":57,"\u7528\u4e8emkl":[56,57],"\u7528\u53cc\u5411\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7f16\u7801":104,"\u7528\u591a\u5bf9\u6548\u679c\u5b8c\u5168\u76f8\u540c\u7684":101,"\u7528\u6237\u4e00\u822c\u901a\u8fc7\u8c03\u7528":113,"\u7528\u6237\u4e0a\u4f20\u6570\u636e\u540e":36,"\u7528\u6237\u4e5f\u53ef\u4ee5\u4e0a\u4f20label":36,"\u7528\u6237\u4e5f\u53ef\u4ee5\u5728c":1,"\u7528\u6237\u4eceapp":130,"\u7528\u6237\u53ea\u9700\u5b9a\u4e49rnn\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u5b8c\u6210\u7684\u8ba1\u7b97":103,"\u7528\u6237\u53ef\u4ee5\u5206\u522b\u67e5\u770b\u6700\u65b0\u7684":110,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003\u4e0b\u6587":129,"\u7528\u6237\u53ef\u4ee5\u53c2\u8003sphinx\u6559\u7a0b\u8fdb\u884c\u4e66\u5199":110,"\u7528\u6237\u53ef\u4ee5\u5728\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u4e2d\u770b\u5230":135,"\u7528\u6237\u53ef\u4ee5\u5b89\u5168\u7684\u91ca\u653e\u67d0\u4e2ac":61,"\u7528\u6237\u53ef\u4ee5\u628a\u81ea\u5df1\u7684\u6570\u636e\u5206\u4eab\u7ed9\u522b\u4eba":36,"\u7528\u6237\u53ef\u4ee5\u6839\u636e\u8bad\u7ec3\u65e5\u5fd7":137,"\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u8fd9\u4e2a\u52a8\u6001\u5e93\u6765\u5f15\u5165paddl":61,"\u7528\u6237\u53ef\u4ee5\u81ea\u5b9a\u4e49beam":125,"\u7528\u6237\u53ef\u4ee5\u8bbe\u7f6e":127,"\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":129,"\u7528\u6237\u53ef\u5728\u8c03\u7528cmake\u7684\u65f6\u5019\u8bbe\u7f6e\u5b83\u4eec":94,"\u7528\u6237\u53ef\u5c06":129,"\u7528\u6237\u53ef\u5c06\u5408\u6210\u7684fat\u5e93\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173\u7684io":130,"\u7528\u6237\u53ef\u6839\u636e\u81ea\u5df1\u7684\u7f16\u8bd1\u76ee\u6807\u67b6\u6784":129,"\u7528\u6237\u53ef\u81ea\u884c\u524d\u5f80\u4e0b\u8f7d\u9884\u7f16\u8bd1\u597d\u7684\u7248\u672c":129,"\u7528\u6237\u53ef\u901a\u8fc7\u5982\u4e0b\u4e24\u79cd\u65b9\u5f0f":129,"\u7528\u6237\u5728\u4f7f\u7528\u8fd9\u4e00\u7c7brecurr":92,"\u7528\u6237\u5728\u4f7f\u7528paddlepaddl":88,"\u7528\u6237\u5728\u672c\u5730\u8f6c\u6362\u597d\u518d\u4e0a\u4f20":36,"\u7528\u6237\u5b9a\u4e49\u7684\u53c2\u6570":2,"\u7528\u6237\u5c06\u53c2\u6570\u8f7d\u5165":93,"\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":120,"\u7528\u6237\u5f3a\u5236\u6307\u5b9a\u7279\u5b9a\u7684python\u7248\u672c":88,"\u7528\u6237\u6307\u5b9a\u65b0\u7684\u5b57\u5178\u7684\u8def\u5f84":135,"\u7528\u6237\u6587\u4ef6\u53ef\u80fd\u662f\u6bd4\u8f83\u5927\u7684":45,"\u7528\u6237\u8fd8\u53ef\u6839\u636e\u81ea\u5df1\u7684\u9700\u6c42\u8bbe\u7f6e\u5176\u4ed6\u7f16\u8bd1\u53c2\u6570":[129,130,131],"\u7528\u6237\u901a\u8fc7\u53c2\u6570":[92,93],"\u7528\u6237\u901a\u8fc7c":61,"\u7528\u6237\u9700\u8981\u5728\u7f51\u7edc\u914d\u7f6e\u4e2d\u6307\u5b9a":127,"\u7528\u6237\u9700\u8981\u5728cmake\u65f6\u624b\u52a8\u8bbe\u7f6e\u8fd9\u4e9b\u503c":[129,131],"\u7528\u6237\u9700\u8981\u6307\u5b9a\u672c\u673a\u4e0apython\u7684\u8def\u5f84":88,"\u7528\u6237\u9700\u8981\u63d0\u524d\u51c6\u5907\u597d\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":129,"\u7528\u672c\u673a\u7684\u7b2c\u4e00\u4e2a":105,"\u7528\u6765\u4ece\u53c2\u6570\u670d\u52a1\u5668\u9884\u53d6\u53c2\u6570\u77e9\u9635\u76f8\u5e94\u7684\u884c":107,"\u7528\u6765\u5b58\u50a8\u672c\u6b21\u6027\u80fd\u5206\u6790\u7684\u7ed3\u679c":113,"\u7528\u8fd9\u4e2a\u955c\u50cf\u521b\u5efa\u7684\u5bb9\u5668\u9700\u8981\u6709\u4ee5\u4e0b\u4e24\u4e2a\u529f\u80fd":120,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":96,"\u7528web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5bf9\u5e94\u7f51\u5740":113,"\u7531":[92,103],"\u7531\u4e8e\u5728\u73b0\u6709\u7684\u67d0\u4e9b\u60c5\u51b5\u4e0b":56,"\u7531\u4e8e\u5b83\u5185\u90e8\u5305\u542b\u4e86\u6bcf\u7ec4\u6570\u636e\u4e2d\u7684\u6240\u6709\u53e5\u5b50":101,"\u7531\u4e8e\u5bf9parameters\u7684\u66f4\u65b0\u9700\u8981\u83b7\u53d6parameters\u5185\u5b58\u7684":35,"\u7531\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u53d8\u6362\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217":101,"\u7531\u4e8e\u6211\u4eec\u652f\u6301\u8bad\u7ec3\u6570\u636e\u6709\u4e0d\u540c\u7684\u6279\u6b21\u5927\u5c0f":107,"\u7531\u4e8e\u6bcf\u4e2a\u5377\u79ef\u5c42\u540e\u9762\u8fde\u63a5\u7684\u662fbatch":136,"\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":35,"\u7531\u4e8e\u987a\u5e8f\u8c03\u7528\u8fd9\u4e9bgenerator\u4e0d\u4f1a\u51fa\u73b0\u4e0a\u8ff0\u95ee\u9898":2,"\u7531\u4e8earm64\u67b6\u6784\u8981\u6c42android":129,"\u7531\u4e8ec":60,"\u7531\u4e8echunk\u6bd4\u8f83\u5c0f":45,"\u7531\u4e8eeigen":109,"\u7531\u4e8emkl":57,"\u7531\u4e8epypi":80,"\u7531\u4e8estep":103,"\u7531\u4e8etensor\u7684rank\u662f\u6a21\u677f\u53c2\u6570":109,"\u7531\u4e8etest_data\u5305\u542b\u4e24\u6761\u9884\u6d4b\u6570\u636e":4,"\u7531\u5206\u652f\u5904\u7684layer\u8d1f\u8d23\u6c42\u548c":57,"\u7531\u8bcd\u8bed\u6784\u6210\u7684\u53e5\u5b50":100,"\u7533\u8bf7\u7528\u6237\u7a7a\u95f4":45,"\u7535\u8111":101,"\u767b\u5f55\u5230head\u8282\u70b9":121,"\u7684":[97,101,105,106,109,117,120,130,137],"\u768410\u7ef4\u6574\u6570\u6807\u7b7e":2,"\u7684\u4e00\u4e2a\u5b50\u96c6":57,"\u7684\u4e00\u4e2a\u7b80\u5355\u8c03\u7528\u5982\u4e0b":103,"\u7684\u4e3a0":125,"\u7684\u4efb\u4e00\u4e00\u79cd":91,"\u7684\u4f5c\u7528\u662f\u5ef6\u8fdf\u5206\u914d\u5185\u5b58":109,"\u7684\u4f7f\u7528\u793a\u4f8b\u5982\u4e0b":100,"\u7684\u4fe1\u606f":57,"\u7684\u503c":[129,130,131],"\u7684\u503c\u81ea\u52a8\u63a8\u5bfc\u5f97\u5230":129,"\u7684\u504f\u7f6e\u5411\u91cf":107,"\u7684\u5177\u4f53\u8ba1\u7b97\u903b\u8f91":108,"\u7684\u5185\u5b58":91,"\u7684\u5185\u5bb9\u6765\u5b9a\u5236imag":120,"\u7684\u5185\u6838block\u4f7f\u7528\u60c5\u51b5":114,"\u7684\u5206\u7c7b\u4efb\u52a1\u4e2d\u8d62\u5f97\u4e86\u7b2c\u4e00\u540d":136,"\u7684\u522b\u540d":[5,6,8],"\u7684\u5355\u5143\u6d4b\u8bd5":108,"\u7684\u5355\u5143\u6d4b\u8bd5\u548c\u7b80\u5355\u7f51\u7edc\u7684\u6574\u4f53\u6d4b\u8bd5":57,"\u7684\u53cd\u5411\u4f20\u64ad\u5c06\u4f1a\u6253\u5370\u65e5\u5fd7\u4fe1\u606f":125,"\u7684\u53d8\u6362\u77e9\u9635":107,"\u7684\u540d\u5b57":2,"\u7684\u540d\u79f0\u76f8\u540c":104,"\u7684\u5411\u91cf":107,"\u7684\u542f\u52a8\u53c2\u6570":120,"\u7684\u542f\u52a8\u53c2\u6570\u5e76\u6267\u884c\u8fdb\u7a0b":120,"\u7684\u547d\u4ee4\u548c\u4e00\u822c\u7684":113,"\u7684\u547d\u540d\u98ce\u683c\u5e76\u4e0d\u80fd\u9002\u5e94\u5176\u4ed6\u7b2c\u4e09\u65b9\u8bed\u8a00":60,"\u7684\u5730\u65b9":106,"\u7684\u5747\u5300\u5206\u5e03":93,"\u7684\u57fa\u672c\u903b\u8f91":57,"\u7684\u591a\u79cd\u5b89\u88c5\u65b9\u5f0f":116,"\u7684\u5934\u6587\u4ef6":60,"\u7684\u5b50\u7c7b\u53ea\u9700\u8981\u4f7f\u7528\u5185\u90e8\u5b58\u50a8\u5c31\u53ef\u4ee5\u4e86":57,"\u7684\u5b9e\u73b0":108,"\u7684\u5e73\u5747\u503c":100,"\u7684\u5e8f\u5217\u5f62\u72b6\u4e00\u81f4":101,"\u7684\u5f00\u53d1\u5de5\u4f5c\u90fd\u5e94\u8be5\u5728\u4e00\u4e2a\u65b0\u7684\u5206\u652f\u4e0a\u5b8c\u6210":106,"\u7684\u5f00\u53d1\u6d41\u7a0b":105,"\u7684\u5f00\u59cb\u8bf7\u52a0\u4e0a\u5b8f\u5b9a\u4e49":108,"\u7684\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18\u5206\u4e3a\u4e24\u4e2a\u90e8\u5206":113,"\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\u975e\u5e38\u591a":113,"\u7684\u6027\u80fd\u6709\u95ee\u9898":113,"\u7684\u60c5\u51b5\u4e0b":56,"\u7684\u63a5\u53e3\u6837\u5f0f":60,"\u7684\u63cf\u8ff0\u8bf4\u660e\u4e2d":106,"\u7684\u64cd\u4f5c":109,"\u7684\u6570\u636e\u6d41\u56fe":36,"\u7684\u6570\u636e\u8bfb\u53d6\u811a\u672c\u548c\u7c7b\u4f3c\u4e8e":137,"\u7684\u6570\u76ee\u4e00\u81f4":100,"\u7684\u6587\u4ef6\u4e5f\u5e26\u5230\u65b0\u5206\u652f\u4e0a":106,"\u7684\u65b9\u7a0b":107,"\u7684\u65f6\u5019":57,"\u7684\u65f6\u95f4\u6b65\u4fe1\u606f\u6210\u6b63\u6bd4":91,"\u7684\u66f4\u8be6\u7ec6\u51c6\u786e\u7684\u5b9a\u4e49":101,"\u7684\u6700\u5c0f\u503c":125,"\u7684\u6700\u65b0\u4ee3\u7801\u5e76\u66f4\u65b0\u5f53\u524d\u5206\u652f":106,"\u7684\u6784\u9020\u51fd\u6570":108,"\u7684\u67b6\u6784\u7684\u793a\u4f8b":104,"\u7684\u6837\u5f0f":106,"\u7684\u6838\u5fc3\u662f\u8bbe\u8ba1step\u51fd\u6570\u7684\u8ba1\u7b97\u903b\u8f91":103,"\u7684\u6839\u76ee\u5f55":130,"\u7684\u683c\u5f0f\u59cb\u7ec8\u662f":57,"\u7684\u683c\u5f0f\u5b58\u50a8":57,"\u7684\u6982\u5ff5":57,"\u7684\u6bb5\u843d\u5b9a\u4e49\u4e3a\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":103,"\u7684\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u53ef\u4ee5\u4ececeph\u8bfb\u53d6\u6570\u636e":119,"\u7684\u6e90\u7801\u4ee5\u53ca\u751f\u6210\u6587\u6863\u9700\u8981\u591a\u79cd\u5f00\u53d1\u5de5\u5177":106,"\u7684\u6e90\u7801\u91cc\u4f7f\u7528\u4e86":60,"\u7684\u7248\u672c":[105,131],"\u7684\u7248\u672c\u53f7":135,"\u7684\u7279\u5f81":136,"\u7684\u72b6\u6001":103,"\u7684\u72ec\u7acb\u5de5\u5177\u94fe":129,"\u7684\u77e9\u9635":[91,107],"\u7684\u7a20\u5bc6\u5411\u91cf\u4f5c\u4e3a\u8f93\u5165":107,"\u7684\u7b2ci\u4e2a\u503c":107,"\u7684\u7b2cj\u4e2a\u503c":107,"\u7684\u7cfb\u7edf":105,"\u7684\u7ed3\u679c":56,"\u7684\u7ef4\u5ea6":135,"\u7684\u7f16\u5199":116,"\u7684\u7f16\u8bd1\u5de5\u5177\u94fe":129,"\u7684\u7f29\u5199":45,"\u7684\u7f51\u7edc\u6a21\u578b":56,"\u7684\u89c4\u8303":60,"\u7684\u89d2\u5ea6":36,"\u7684\u8ba1\u7b97\u4ee3\u7801":109,"\u7684\u8ba1\u7b97\u8fc7\u7a0b\u4e66\u5199\u66f4\u52a0\u7b80\u5355":108,"\u7684\u8bad\u7ec3\u6a21\u578b\u811a\u672c":137,"\u7684\u8bdd":91,"\u7684\u8be6\u7ec6\u4fe1\u606f":113,"\u7684\u8f93\u5165":103,"\u7684\u8f93\u51fa":114,"\u7684\u8f93\u51fa\u4fe1\u606f\u5165\u624b\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9":114,"\u7684\u8f93\u51fa\u51fd\u6570\u8fd4\u56de\u7684\u662f\u4e0b\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa\u8bcd\u7684":104,"\u7684\u8f93\u51fa\u683c\u5f0f":101,"\u7684\u8f93\u51fa\u88ab\u7528\u4f5c":104,"\u7684\u8f93\u51fab\u662f\u4e00\u4e2a":91,"\u7684\u8fd0\u884c\u73af\u5883":105,"\u7684\u8fdc\u7a0b\u4ed3\u5e93\u7684\u540d\u5b57":106,"\u7684\u914d\u7f6e":135,"\u7684\u914d\u7f6e\u5199\u5230\u914d\u7f6e\u6587\u4ef6\u4e2d":36,"\u7684\u96c6\u88c5\u7bb1\u6280\u672f":105,"\u7684\u9875\u9762\u5220\u9664\u8fdc\u7a0b\u4ed3\u5e93\u7684\u5206\u652f":106,"\u7684cpu":108,"\u7684docker\u955c\u50cf":95,"\u7684flag":[56,57],"\u7684linux\u670d\u52a1\u5668\u7ec4\u6210":116,"\u7684paddlepaddle\u5e93":129,"\u7684vanilla":56,"\u76d1\u542c\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u76ee\u524d":103,"\u76ee\u524d\u4f7f\u7528":106,"\u76ee\u524d\u53ea\u8003\u8651":57,"\u76ee\u524d\u53ea\u8003\u8651\u52a8\u6001\u6269\u5bb9trainer\u6570\u91cf":35,"\u76ee\u524d\u5728paddlepaddle\u4e2d":57,"\u76ee\u524d\u5728paddlepaddle\u4e2d\u6570\u636e\u90fd\u662f\u4ee5":57,"\u76ee\u524d\u5d4c\u5165python\u89e3\u91ca\u5668":60,"\u76ee\u524d\u5fc5\u987b\u8bbe\u7f6e\u6210":131,"\u76ee\u524d\u6211\u4eec\u7528cephfs\u6765\u642d\u5efa":45,"\u76ee\u524d\u652f\u6301":129,"\u76ee\u524d\u652f\u6301\u4e24\u79cd":100,"\u76ee\u524d\u652f\u6301cento":99,"\u76ee\u524d\u652f\u6301fail":125,"\u76ee\u524d\u7684\u4f18\u5316":57,"\u76ee\u524d\u8be5\u53c2\u6570\u4ec5\u7528\u4e8eaucvalidationlayer\u548cpnpairvalidationlayer\u5c42":125,"\u76ee\u524d\u8fd8\u672a\u652f\u6301":103,"\u76ee\u524dpaddle\u7684\u8fdb\u7a0b\u6a21\u578b\u662fc":60,"\u76ee\u524dpaddlepaddle\u7684develop\u5206\u652f\u7684\u6587\u6863\u662f\u81ea\u52a8\u89e6\u53d1\u66f4\u65b0\u7684":110,"\u76ee\u524dpaddlepaddle\u91c7\u7528\u4e86":56,"\u76ee\u5f55":[95,105,117,119,120,129,130,131],"\u76ee\u5f55\u4e0b":[61,107,117,137],"\u76ee\u5f55\u4e0b\u5bf9\u5e94\u7684\u5730\u65b9":57,"\u76ee\u5f55\u4e0b\u627e\u5230":137,"\u76ee\u5f55\u4e0b\u65b0\u589e\u7684":108,"\u76ee\u5f55\u4e0b\u6700\u65b0\u7684":130,"\u76ee\u5f55\u4e0b\u7684\u751f\u6210\u6587\u4ef6\u7528\u4e8e\u6df1\u5ea6\u5b66\u4e60\u76f8\u5173android":129,"\u76ee\u5f55\u4e0b\u7684demo\u8bad\u7ec3\u51fa\u6765":4,"\u76ee\u5f55\u4e0b\u7684python\u5305":88,"\u76ee\u5f55\u4e2d":117,"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b":[129,131],"\u76ee\u5f55\u4e2d\u4f1a\u5305\u542b\u4ee5\u4e0b\u5185\u5bb9":130,"\u76ee\u5f55\u4e2d\u7684":114,"\u76ee\u5f55\u4e2dpaddl":120,"\u76ee\u5f55\u548c":[129,130,131],"\u76ee\u5f55\u5c31\u6210\u4e3a\u4e86\u5171\u4eab\u5b58\u50a8":120,"\u76ee\u5f55\u751f\u6210\u4e00\u5957\u72ec\u7acb\u7f16\u8bd1\u5de5\u5177\u94fe":129,"\u76ee\u5f55\u91cc\u627e\u5230\u4ea4\u53c9\u7f16\u8bd1\u5668":131,"\u76ee\u5f55\u91cc\u63d0\u4f9b\u4e86\u8be5\u6570\u636e\u7684\u4e0b\u8f7d\u811a\u672c\u548c\u9884\u5904\u7406\u811a\u672c":137,"\u76ee\u6807\u5411\u91cf":104,"\u76ee\u6807\u5de5\u5177\u94fe":129,"\u76ee\u6807\u673a\u7248protobuf\u5e93":[129,131],"\u76ee\u6807\u67b6\u6784":130,"\u76ee\u6807\u67b6\u6784abi":129,"\u76f4\u5230\u8bad\u7ec3\u6536\u655b\u4e3a\u6b62":93,"\u76f4\u63a5\u4f7f\u7528\u4e0a\u8ff0\u5b89\u88c5\u6d41\u7a0b":96,"\u76f4\u63a5\u4f7f\u7528c\u8bed\u8a00\u7684":60,"\u76f4\u63a5\u5220\u9664\u8fd9\u4e2a\u53c2\u6570\u5373\u53ef":61,"\u76f4\u63a5\u5bfc\u51fa\u5230c\u7684\u63a5\u53e3\u6bd4\u8f83\u56f0\u96be":60,"\u76f4\u63a5\u8c03\u7528\u76f8\u5e94\u63a5\u53e3\u5373\u53ef":108,"\u76f4\u63a5\u8fd0\u884c":95,"\u76f4\u63a5\u8fd4\u56de\u8ba1\u7b97\u7ed3\u679c":4,"\u76f4\u63a5\u8fdb\u5165\u8bad\u7ec3\u6a21\u578b\u7ae0\u8282":137,"\u76f8\u5173\u5c42":56,"\u76f8\u5173\u6982\u5ff5\u662f":2,"\u76f8\u540c\u540d\u5b57\u7684\u53c2\u6570":93,"\u76f8\u5bf9":101,"\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":137,"\u76f8\u5f53":101,"\u76f8\u6bd4":108,"\u770b\u5f53\u524dmpi\u96c6\u7fa4\u662f\u5426\u652f\u6301resourc":89,"\u77a7":99,"\u77e9\u9635":124,"\u77e9\u9635\u4e58\u6cd5\u7684\u516c\u5f0f":108,"\u77e9\u9635\u5927\u5c0f\u662f":56,"\u786e\u4fdd\u7f16\u8bd1\u5668\u9009\u9879":106,"\u78c1\u76d8\u4e0d\u591f":105,"\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u7b49":89,"\u793a":137,"\u793a\u4f8b":[91,93,136],"\u793a\u4f8b3\u5bf9\u4e8e\u5355\u5c42rnn\u548c\u53cc\u5c42rnn\u6570\u636e\u5b8c\u5168\u76f8\u540c":101,"\u793a\u4f8b3\u7684\u914d\u7f6e\u4f7f\u7528\u4e86\u5355\u5c42rnn\u548c\u53cc\u5c42rnn":101,"\u793a\u4f8b3\u7684\u914d\u7f6e\u5206\u522b\u4e3a":101,"\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b":91,"\u793a\u4f8b\u5982\u4e0b":93,"\u793a\u4f8b\u7a0b\u5e8f":116,"\u793e\u533a\u53c2\u4e0e\u56f0\u96be":60,"\u793e\u533a\u8d21\u732e\u4ee3\u7801\u5b66\u4e60\u6210\u672c\u9ad8":60,"\u795e\u7ecf\u7f51\u7edc\u4e2d\u7684\u53c2\u6570":35,"\u795e\u7ecf\u7f51\u7edc\u4e5f\u9700\u8981\u4e00\u4e9b\u7279\u5b9a\u7684layer\u4f5c\u4e3a\u8f93\u5165\u63a5\u53e3":98,"\u795e\u7ecf\u7f51\u7edc\u53c2\u6570\u4ee5\u53ca\u8fed\u4ee3\u65b9\u7a0b":98,"\u795e\u7ecf\u7f51\u7edc\u5728\u8bad\u7ec3\u7684\u65f6\u5019":91,"\u795e\u7ecf\u7f51\u7edc\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8ba1\u7b97\u56fe":109,"\u795e\u7ecf\u7f51\u7edc\u7684\u7f51\u7edc\u7ed3\u6784\u4e2d\u5177\u6709\u6709\u5411\u73af\u7ed3\u6784":101,"\u795e\u7ecf\u7f51\u7edc\u7684\u8bad\u7ec3\u672c\u8eab\u662f\u4e00\u4e2a\u975e\u5e38\u6d88\u8017\u5185\u5b58\u548c\u663e\u5b58\u7684\u5de5\u4f5c":91,"\u79bb":101,"\u79bb\u7ebf\u6279\u5904\u7406":36,"\u79f0\u4e3a":[104,106],"\u79f0\u4e3a\u5f00\u53d1\u955c\u50cf":129,"\u79f0\u4e4b\u4e3a\u53cc\u5c42\u5e8f\u5217\u7684\u4e00\u4e2a\u5b50\u5e8f\u5217":100,"\u79f0\u4e4b\u4e3a\u96c6\u675f\u5927\u5c0f":125,"\u79f0\u4f5c\u6709kernel":108,"\u79f0\u4f5ckernel":108,"\u7a00\u758f\u6570\u636e\u7684\u683c\u5f0f":107,"\u7a00\u758f\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":120,"\u7a00\u758f\u768401\u5411\u91cf":[2,98],"\u7a00\u758f\u7684\u5411\u91cf":[2,98],"\u7a00\u758f\u77e9\u9635\u7684\u4e58\u79ef\u5e94\u7528\u4e8e\u524d\u5411\u4f20\u64ad\u8fc7\u7a0b":127,"\u7a0b\u5e8f\u4ece\u6b64\u76ee\u5f55\u62f7\u8d1d\u6587\u4ef6\u5230\u5bb9\u5668\u5185\u8fdb\u884c\u8bad\u7ec3":120,"\u7a0b\u5e8f\u4f9d\u8d56":116,"\u7a0b\u5e8f\u505c\u6b62":125,"\u7a0b\u5e8f\u662f\u4e00\u6837\u7684":113,"\u7a0b\u5e8f\u76f4\u63a5\u9000\u51fa":125,"\u7a20\u5bc6\u5411\u91cf":107,"\u7a20\u5bc6\u66f4\u65b0\u7684\u7aef\u53e3\u6570\u91cf":120,"\u7a20\u5bc6\u7684\u6d6e\u70b9\u6570\u5411\u91cf":[2,98],"\u7a97\u6237":101,"\u7acb\u523b\u9000\u51fa":91,"\u7acb\u5373\u6267\u884c\u5355\u5143\u6d4b\u8bd5":94,"\u7ae0\u8282":129,"\u7aef\u53e3":89,"\u7aef\u7684":113,"\u7aef\u81ea\u5b9a\u4e49\u4e00\u4e2a":1,"\u7aef\u8bfb\u53d6\u6570\u636e":91,"\u7b2c":101,"\u7b2c\u4e00\u4e2a":106,"\u7b2c\u4e00\u4e2a\u53c2\u6570":108,"\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":101,"\u7b2c\u4e00\u4e2apass\u4f1a\u4ecepython\u7aef\u8bfb\u53d6\u6570\u636e":2,"\u7b2c\u4e00\u4e2atag\u4e3a":80,"\u7b2c\u4e00\u5929":101,"\u7b2c\u4e00\u7ae0\u8282":98,"\u7b2c\u4e00\u884c\u5b58\u7684\u662f\u56fe\u50cf":136,"\u7b2c\u4e00\u884c\u662f":135,"\u7b2c\u4e00\u90e8\u5206\u662f\u56fe\u7247\u7684\u6807\u7b7e":2,"\u7b2c\u4e09\u4e2a\u53c2\u6570":108,"\u7b2c\u4e09\u6b65":136,"\u7b2c\u4e09\u6b65\u5b8c\u6210\u540e":80,"\u7b2c\u4e8c\u4e2a":91,"\u7b2c\u4e8c\u4e2a\u4e3a":80,"\u7b2c\u4e8c\u4e2a\u53c2\u6570":108,"\u7b2c\u4e8c\u6b65":[135,136],"\u7b2c\u4e8c\u7c7b":92,"\u7b2c\u4e8c\u884c\u5b58\u7684\u662f\u56fe\u50cf":136,"\u7b2c\u4e8c\u90e8\u5206\u662f28":2,"\u7b2ci\u884c\u7b2cj\u5217\u7684\u6570\u503c":107,"\u7b49":[57,61,89,108],"\u7b49\u4e8e\u6837\u672c\u6570":91,"\u7b49\u5168\u90e8\u9759\u6001\u5e93\u4e2d\u7684\u76ee\u6807\u6587\u4ef6\u5168\u90e8\u6253\u5305\u540e\u4ea7\u751f\u7684\u6587\u4ef6":61,"\u7b49\u53c2\u6570":120,"\u7b49\u6587\u4ef6":61,"\u7b49\u7b49":137,"\u7b80\u5199":108,"\u7b80\u5355\u4ecb\u7ecd\u9700\u8981\u7528\u5230\u57fa\u7c7b":108,"\u7b80\u5355\u603b\u7ed3op\u9700\u8981\u5305\u542b\u7684\u5185\u5bb9\u5982\u4e0b":108,"\u7b80\u5355\u6765\u8bf4":114,"\u7b80\u5355\u7684\u5168\u8fde\u63a5\u7f51\u7edc":93,"\u7b80\u5355\u7684\u6027\u80fd\u5206\u6790":114,"\u7b80\u5355\u7684pydataprovider2\u6837\u4f8b\u5c31\u8bf4\u660e\u5b8c\u6bd5\u4e86":2,"\u7b80\u5355\u7684yaml\u6587\u4ef6\u5982\u4e0b":119,"\u7b80\u76f4":101,"\u7b97\u6cd5":[91,104],"\u7b97\u6cd5\u4e2d\u7684beam\u5927\u5c0f":104,"\u7c7b\u4f3c":[61,100],"\u7c7b\u4f5c\u4e3a\u53c2\u6570\u7684\u62bd\u8c61":107,"\u7c7b\u522b\u4e2d\u7684\u53c2\u6570\u53ef\u7528\u4e8e\u6240\u6709\u573a\u5408":124,"\u7c7b\u522bid":137,"\u7c7b\u522bid\u548c\u6587\u672c\u4fe1\u606f\u7528":137,"\u7c7b\u540d\u548cc":60,"\u7c7b\u578b":[60,108,125],"\u7c7b\u578b\u4e3a":108,"\u7c7b\u578b\u4ecd\u7136\u4e3aeigenvector":109,"\u7c7b\u578b\u53ef\u4ee5\u662fpaddlepaddle\u652f\u6301\u7684\u4efb\u610f\u8f93\u5165\u6570\u636e\u7c7b\u578b":100,"\u7c7b\u578b\u540d\u4e3a":108,"\u7c7b\u578b\u662fnumpy\u7684ndarrai":91,"\u7c7b\u578b\u662fsparse_binary_vector":[2,98],"\u7c7b\u578b\u662fsparse_float_vector":[2,98],"\u7c7b\u578b\u6765\u8bbe\u7f6e":2,"\u7c7b\u578b\u7684":101,"\u7c7b\u578b\u7b49\u662f\u5426\u5408\u6cd5":108,"\u7c7b\u7684\u5b9a\u4e49\u5199\u5728":108,"\u7c7b\u7684\u6784\u9020\u51fd\u6570\u548c\u6790\u6784\u51fd\u6570":107,"\u7c7b\u91cd\u5199":108,"\u7c7b\u9700\u8981\u5b9e\u73b0\u521d\u59cb\u5316":107,"\u7cfb\u6570":108,"\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":113,"\u7cfb\u7edf\u4f1a\u5bf9\u65b0\u589e\u7684op\u81ea\u52a8\u7ed1\u5b9apython":108,"\u7cfb\u7edf\u4f1a\u63d0\u4f9b\u4e00\u4e2a\u5206\u5e03\u5f0f\u5b58\u50a8\u670d\u52a1":116,"\u7cfb\u7edf\u4f1a\u6839\u636e\u6587\u4ef6\u540d\u81ea\u52a8\u6784\u5efaop\u548c\u5176\u5bf9\u5e94\u7684python\u6269\u5c55":108,"\u7ea2\u697c\u68a6":135,"\u7ebf\u7a0bid\u53f7":127,"\u7ec6\u8282\u63cf\u8ff0":126,"\u7ecf\u5e38\u4f1a\u6d88\u8017\u657010gb\u7684\u5185\u5b58\u548c\u6570gb\u7684\u663e\u5b58":91,"\u7ed3\u5c3e":108,"\u7ed3\u675f\u6807\u8bb0":104,"\u7ed3\u6784\u5982\u4e0b\u56fe":135,"\u7ed3\u679c\u5982\u4e0b\u56fe\u6240\u793a":113,"\u7ed3\u679c\u8f93\u51fa\u5230":105,"\u7ed3\u8bba":60,"\u7ed9":101,"\u7ed9\u4e2a\u7b80\u5355\u7684":106,"\u7ed9\u5b9aencoder\u8f93\u51fa\u548c\u5f53\u524d\u8bcd":103,"\u7edf\u4e00\u7528":36,"\u7ee7\u627f\u81ea":108,"\u7ee7\u627f\u81eaoperatorbas":108,"\u7ee7\u7eed\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u7ef4\u57fa\u767e\u79d1\u4e2d\u6587\u9875\u9762":101,"\u7ef4\u57fa\u767e\u79d1\u9875\u9762":101,"\u7ef4\u5ea6\u4e3aword_dim":137,"\u7ef4\u5ea6\u662f\u7c7b\u522b\u4e2a\u6570":137,"\u7ef4\u5ea6\u662f\u8bcd\u5178\u5927\u5c0f":137,"\u7ef4\u7a7a\u95f4":104,"\u7ef4\u7a7a\u95f4\u5b8c\u6210":104,"\u7f13\u5b58\u6c60\u7684\u51cf\u5c0f":91,"\u7f13\u5b58\u8bad\u7ec3\u6570\u636e\u5230\u5185\u5b58":2,"\u7f16\u5199":95,"\u7f16\u5199\u4e86\u4e00\u4e2apaddlepaddle\u7684\u7a0b\u5e8f":95,"\u7f16\u5199\u5b8cyaml\u6587\u4ef6\u540e":120,"\u7f16\u5199\u672c\u6b21\u8bad\u7ec3\u7684yaml\u6587\u4ef6":120,"\u7f16\u5199\u6df1\u5ea6\u5b66\u4e60\u7a0b\u5e8f":113,"\u7f16\u5199\u7684\u90e8\u5206":97,"\u7f16\u5199\u96c6\u7fa4\u4efb\u52a1\u63d0\u4ea4\u548c\u7ba1\u7406\u811a\u672c":116,"\u7f16\u53f7\u4ece0\u5f00\u59cb":91,"\u7f16\u7801\u5411\u91cf":104,"\u7f16\u7801\u5668\u8f93\u51fa":104,"\u7f16\u7801\u6e90\u5e8f\u5217":104,"\u7f16\u8bd1":[95,105,106,129],"\u7f16\u8bd1\u540e\u7684\u6587\u4ef6\u5c06\u88ab\u5b58\u50a8\u5728\u5de5\u4f5c\u76ee\u5f55":110,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddl":131,"\u7f16\u8bd1\u548c\u5b89\u88c5paddlepaddle\u9884\u6d4b\u5e93":[129,130],"\u7f16\u8bd1\u5668":[129,130,131],"\u7f16\u8bd1\u5668\u6ca1\u6709":60,"\u7f16\u8bd1\u5668\u8981\u6c42\u7cfb\u7edf\u652f\u6301":129,"\u7f16\u8bd1\u578b\u8bed\u8a00":60,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":90,"\u7f16\u8bd1\u5b89\u88c5\u7ed3\u675f\u4e4b\u540e":129,"\u7f16\u8bd1\u5b8c\u6210\u4e4b\u540e":110,"\u7f16\u8bd1\u5b8c\u6210\u540e\u4f1a\u5728build":94,"\u7f16\u8bd1\u5de5\u5177\u94fe":129,"\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u5728\u7684\u7edd\u5bf9\u8def\u5f84":131,"\u7f16\u8bd1\u6027\u80fd\u4f1a\u548c":113,"\u7f16\u8bd1\u6210\u529f\u540e":108,"\u7f16\u8bd1\u6210\u52a8\u6001\u5e93":125,"\u7f16\u8bd1\u65f6\u4e00\u5b9a\u8981\u5f00\u542f\u4f18\u5316":113,"\u7f16\u8bd1\u65f6\u4f1a\u628a\u5bf9\u5e94\u7684\u5934\u6587\u4ef6\u548c\u5e93\u653e\u5728":57,"\u7f16\u8bd1\u65f6\u53ef\u80fd\u4f1a\u53bb\u6389\u8c03\u8bd5\u4fe1\u606f":113,"\u7f16\u8bd1\u65f6\u6307\u5b9a":113,"\u7f16\u8bd1\u751f\u6210":110,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684docker\u53d1\u884c\u955c\u50cf":80,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684python":80,"\u7f16\u8bd1\u8fd9\u4e2a\u7248\u672c\u7684ubuntu":80,"\u7f16\u8bd1c":61,"\u7f16\u8bd1master\u5206\u652f\u7684docker\u53d1\u884c\u955c\u50cf":80,"\u7f16\u8bd1paddlepaddl":94,"\u7f16\u8bd1ubuntu\u7684deb\u5305":80,"\u7f29\u653e\u53c2\u6570":136,"\u7f51\u7edc\u540d\u79f0":137,"\u7f51\u7edc\u5c42\u53ef\u4ee5\u6709\u591a\u4e2a\u8f93\u5165":107,"\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u4e3a":107,"\u7f51\u7edc\u5c42\u7684\u7c7b\u578b":107,"\u7f51\u7edc\u5c42\u7684\u7ec6\u8282\u53ef\u4ee5\u901a\u8fc7\u4e0b\u9762\u8fd9\u4e9b\u4ee3\u7801\u7247\u6bb5\u6765\u6307\u5b9a":107,"\u7f51\u7edc\u5c42\u7684\u8f93\u51fa\u662f\u7ecf\u8fc7\u6fc0\u6d3b\u51fd\u6570\u4e4b\u540e\u7684\u503c":125,"\u7f51\u7edc\u5c42\u914d\u7f6e\u5305\u542b\u4ee5\u4e0b\u51e0\u9879":107,"\u7f51\u7edc\u6a21\u5757":136,"\u7f51\u7edc\u901a\u4fe1":107,"\u7f51\u7edc\u914d\u7f6e":137,"\u7f51\u7edc\u914d\u7f6e\u6587\u4ef6":136,"\u7f51\u901f\u6216ssl\u94fe\u63a5\u539f\u56e0":88,"\u800c":[92,104,113],"\u800c\u4e0d\u4f1a\u6539\u53d8\u539f\u6709tensor\u7684shape\u4fe1\u606f":109,"\u800c\u4e0d\u5fc5\u5728\u610fpaddl":61,"\u800c\u4e0d\u652f\u6301pypy\u89e3\u91ca\u5668":60,"\u800c\u4e0d\u662f\u5728layer\u91cc\u5b9e\u73b0":92,"\u800c\u4e0d\u662f\u6e90\u7801\u76ee\u5f55\u91cc":88,"\u800c\u4e0d\u662f\u7279\u5f81\u7684\u96c6\u5408":101,"\u800c\u4e0d\u66b4\u9732\u6982\u5ff5\u7684\u5b9e\u73b0":61,"\u800c\u4e0d\u7528\u5173\u5fc3\u6570\u636e\u5982\u4f55\u4f20\u8f93":2,"\u800c\u4e14\u4e2a\u6570\u5e76\u4e0d\u786e\u5b9a":116,"\u800c\u4e14\u5305\u542b\u4e86c":97,"\u800c\u4e14\u5728\u4f20\u8f93\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u53ef\u80fd\u51fa\u73b0\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5":45,"\u800c\u4e14cento":97,"\u800c\u4e4b\u524d\u7684\u53c2\u6570\u5c06\u4f1a\u88ab\u5220\u9664":125,"\u800c\u4ece\u5e94\u7528\u7684\u89d2\u5ea6":114,"\u800c\u4f18\u5316\u6027\u80fd\u7684\u9996\u8981\u4efb\u52a1":114,"\u800c\u5176\u4ed6\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":127,"\u800c\u51fa\u73b0\u9636\u6bb5\u6027\u7684\u8fd0\u884c\u505c\u6ede":35,"\u800c\u53cc\u5c42rnn\u662f\u53ef\u4ee5\u5904\u7406\u8fd9\u79cd\u8f93\u5165\u6570\u636e\u7684\u7f51\u7edc\u7ed3\u6784":101,"\u800c\u53cd\u5411\u6d4b\u8bd5\u4e2d":108,"\u800c\u53ea\u9700\u8981\u83b7\u5f97recurr":92,"\u800c\u53f3\u56fe\u7684\u74f6\u9888\u8fde\u63a5\u6a21\u5757\u7528\u4e8e50\u5c42":136,"\u800c\u5728\u8ba1\u7b97\u7ed3\u675f\u4e4b\u540e":109,"\u800c\u5728cpp\u91cc\u9762\u5b9e\u73b0\u8fd9\u4e2ac\u7684\u63a5\u53e3":60,"\u800c\u591a\u8bed\u8a00\u63a5\u53e3\u9700\u8981\u76f4\u63a5\u8bfb\u53d6\u751f\u6210\u7684\u4e8c\u8fdb\u5236":60,"\u800c\u5b89\u88c5\u5305":[88,97],"\u800c\u5b89\u88c5\u5305\u662f":[88,97],"\u800c\u5bf9\u4e8e\u53cc\u5c42\u5e8f\u5217":101,"\u800c\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u5185\u5c42\u7279\u5f81\u6570\u636e\u800c\u8a00":101,"\u800c\u5bf9\u4e8egolang":60,"\u800c\u5bf9\u4e8egolang\u9519\u8bef\u5904\u7406\u5e94\u8be5\u4f7f\u7528\u8fd4\u56de\u503c":60,"\u800c\u5c06\u8fd9\u4e2a\u6bb5\u843d\u7684\u6bcf\u4e00\u53e5\u8bdd\u7528lstm\u7f16\u7801\u6210\u4e00\u4e2a\u5411\u91cf":101,"\u800c\u5f53\u524d\u5df2\u7ecf\u67095":114,"\u800c\u662f\u76f4\u63a5\u4ece\u5185\u5b58\u7684\u7f13\u5b58\u91cc\u8bfb\u53d6\u6570\u636e":91,"\u800c\u662f\u76f4\u63a5\u4fee\u6539paddl":61,"\u800c\u662f\u76f4\u63a5\u7528api\u7684\u63a5\u53e3\u8fdc\u7a0b\u8bbf\u95ee":36,"\u800c\u66f4\u6df1\u5165\u7684\u5206\u6790":114,"\u800c\u6709\u4e9b\u53c2\u6570\u9700\u8981\u5728\u96c6\u7fa4\u591a\u673a\u8bad\u7ec3\u4e2d\u4f7f\u7528\u7b49":124,"\u800c\u6e90\u5e8f\u5217\u7684\u7f16\u7801\u5411\u91cf\u53ef\u4ee5\u88ab\u65e0\u8fb9\u754c\u7684memory\u8bbf\u95ee":104,"\u800c\u795e\u7ecf\u7f51\u7edc\u662f\u6211\u4eec\u8981\u642d\u5efa\u7684\u5b9d\u5854":98,"\u800c\u7a00\u758f\u66f4\u65b0\u5728\u53cd\u5411\u4f20\u64ad\u4e4b\u540e\u7684\u6743\u91cd\u66f4\u65b0\u65f6\u8fdb\u884c":127,"\u800c\u8ba1\u7b97\u8fc7\u7a0b\u662f\u7531":109,"\u800c\u8fd9\u4e00\u53e5\u8bdd\u5c31\u53ef\u4ee5\u8868\u793a\u6210\u8fd9\u4e9b\u4f4d\u7f6e\u7684\u6570\u7ec4":101,"\u800c\u8fd9\u4e2acontext\u53ef\u80fd\u4f1a\u975e\u5e38\u5927":2,"\u800c\u8fd9\u6bcf\u4e00\u4e2a\u6570\u7ec4\u5143\u7d20":101,"\u800c\u975e\u76f4\u63a5\u56de\u590d\u7684\u65b9\u5f0f":106,"\u800c\u975e\u9759\u6001\u52a0\u8f7dcuda\u52a8\u6001\u5e93":94,"\u800ceigenvector":109,"\u800cpaddlepaddle\u5219\u4f1a\u5e2e\u7528\u6237\u505a\u4ee5\u4e0b\u5de5\u4f5c":2,"\u800crnn\u662f\u6700\u6d41\u884c\u7684\u9009\u62e9":103,"\u800cswig\u53ea\u80fd\u7b80\u5355\u7684\u66b4\u9732c":60,"\u800ctrainer\u9700\u8981\u8bfb\u53d6\u8bad\u7ec3\u6570\u636e\u8fdb\u884c\u8bad\u7ec3":98,"\u800cy_predict\u662f\u63a5\u6536x\u4f5c\u4e3a\u8f93\u5165":98,"\u8054\u901a":116,"\u80fd\u591f\u5904\u7406\u53cc\u5c42\u5e8f\u5217":103,"\u80fd\u591f\u5bf9\u53cc\u5411\u5e8f\u5217\u8fdb\u884c\u5904\u7406\u7684\u6709":103,"\u80fd\u591f\u627e\u5230\u8fd9\u91cc\u4f7f\u7528\u7684\u6240\u6709\u6570\u636e":137,"\u80fd\u591f\u8bb0\u5f55\u4e0a\u4e00\u4e2asubseq":103,"\u80fd\u591f\u9488\u5bf9cpu\u548cgpu\u7684\u8ba1\u7b97\u505a\u66f4\u591a\u4f18\u5316":92,"\u80fd\u83b7\u53d6":117,"\u811a\u672c":[105,129],"\u811a\u672c\u5f00\u59cb\u65f6":120,"\u81ea\u52a8\u5173\u95ed\u5bf9\u5e94\u7684":106,"\u81ea\u52a8\u5730\u5c06\u8fd9\u4e9b\u9009\u9879\u5e94\u7528\u5230":117,"\u81ea\u52a8\u5b8c\u6210\u8fd9\u4e00\u8fc7\u7a0b":103,"\u81ea\u52a8\u6302\u8f7d\u5206\u5e03\u5f0f\u5b58\u50a8\u76ee\u5f55":35,"\u81ea\u52a8\u6784\u5efa\u72ec\u7acb\u5de5\u5177\u94fe":129,"\u81ea\u52a8\u751f\u6210":110,"\u81ea\u52a8\u83b7\u53d6\u4e0a\u4e00\u4e2a\u751f\u6210\u7684\u8bcd":104,"\u81ea\u52a8\u9009\u62e9":130,"\u81ea\u5e95\u5411\u4e0a\u6cd5":137,"\u81ea\u6b64":[129,130],"\u81ea\u7136\u4e5f\u5c31\u6709\u7ba1\u7406\u5458\u6743\u9650":105,"\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49":127,"\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u9700\u8981c":61,"\u81f3\u5c11\u5305\u542bgcc_3":97,"\u81f3\u5c11\u5305\u542bglibcxx_3":97,"\u81f3\u6b64":[2,101,106],"\u8212\u9002":101,"\u826f\u597d\u7684\u6587\u6863":60,"\u8282\u70b9":[116,121],"\u8282\u7701\u4e86\u4e0d\u5fc5\u8981\u7684\u64cd\u4f5c":57,"\u82e5":107,"\u82e5\u5728paddlepaddle\u7f16\u8bd1\u65f6":93,"\u82e5\u5e0c\u671b\u5f97\u5230\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":130,"\u82e5\u5e0c\u671b\u6700\u5feb\u7684\u6267\u884c\u901f\u5ea6":[129,131],"\u82e5\u5e72\u4e2a\u53e5\u5b50\u6784\u6210\u4e00\u4e2a\u6bb5\u843d":100,"\u82e5\u6709\u4e0d\u4e00\u81f4\u4e4b\u5904":114,"\u82e5\u6709\u5fc5\u8981":107,"\u82e5\u672a\u663e\u5f0f\u6307\u5b9a":130,"\u82e5\u6ca1\u6709\u663e\u5f0f\u8bbe\u7f6e":129,"\u82e5\u73af\u5883\u53d8\u91cf":[129,130,131],"\u82e5\u8981\u5bf9\u8fd9\u51e0\u4e2alayer\u4f7f\u7528dropout":92,"\u82e5\u8f93\u51fa\u662f\u5355\u5c42\u5e8f\u5217":100,"\u82e5\u8f93\u51fa\u662f\u53cc\u5c42\u5e8f\u5217":100,"\u82f1\u6587\u6587\u6863":110,"\u82f1\u6587\u6587\u6863\u76ee\u5f55":110,"\u8303\u56f4":127,"\u83b7\u53d6":106,"\u83b7\u53d6\u5229\u7528":137,"\u83b7\u53d6\u53ef\u9009\u7684tag":95,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684\u5b89\u88c5\u5305\u683c\u5f0f":97,"\u83b7\u53d6\u5f53\u524d\u7cfb\u7edf\u652f\u6301\u7684python\u5305\u7684\u540e\u7f00":88,"\u83b7\u53d6\u6700\u65b0\u7684\u68c0\u67e5\u70b9\u7684\u6587\u4ef6uuid":35,"\u83b7\u53d6\u6e90\u7801":105,"\u83b7\u53d6\u8be5\u6761\u6837\u672c\u7c7b\u522bid":137,"\u83b7\u53d6trainer":120,"\u83b7\u5f97\u53c2\u6570\u5c3a\u5bf8":107,"\u83b7\u5f97\u57fa\u672c\u7684docker\u5b89\u88c5\u548c\u4f7f\u7528\u65b9\u6cd5":95,"\u83b7\u5f97\u8fd9\u4e9b\u8282\u70b9\u7684ip\u5730\u5740":117,"\u83b7\u5f97head\u548cnode\u8282\u70b9\u7684ip\u5730\u5740":121,"\u865a\u62df\u673a\u4e0a":105,"\u867d\u7136\u4e0d\u9f13\u52b1\u8fd9\u6837":61,"\u867d\u7136\u5f02\u6b65sgd\u65b9\u5f0f\u4f1a\u63d0\u9ad8\u53c2\u6570\u66f4\u65b0\u5e76\u884c\u5ea6":116,"\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":124,"\u884c":135,"\u884c\u4f18\u5148\u6b21\u5e8f\u5b58\u50a8":136,"\u884c\u5185\u4f7f\u7528":2,"\u884c\u53f7":113,"\u8865\u5145\u4e0a\u6b21\u7684commit":106,"\u8868\u660e\u4e86\u8fd9\u4e9b\u884c\u7684\u6807\u53f7":107,"\u8868\u660e\u8fd9\u4e2a\u5c42\u7684\u4e00\u4e2a\u5b9e\u4f8b\u662f\u5426\u9700\u8981\u504f\u7f6e":107,"\u8868\u793a":108,"\u8868\u793a\u4e3adeviceid":127,"\u8868\u793a\u5bf9\u8f93\u5165\u6570\u636e":57,"\u8868\u793a\u5c06\u5916\u5c42\u7684outer_mem\u4f5c\u4e3a\u5185\u5c42memory\u7684\u521d\u59cb\u72b6\u6001":101,"\u8868\u793a\u5f53\u524d\u96c6\u7fa4\u4f5c\u4e1a\u7684\u8282\u70b9":117,"\u8868\u793a\u6570\u636e\u7c7b\u578b":108,"\u8868\u793a\u7528\u4e8e\u8bad\u7ec3\u6216\u9884\u6d4b":2,"\u8868\u793a\u7684\u6bcf\u4e2a\u5355\u8bcd":137,"\u8868\u793a\u8bbe\u5907\u7c7b\u578b":108,"\u8868\u793a\u8bfb\u8005\u6240\u4f7f\u7528\u7684docker\u955c\u50cf\u4ed3\u5e93\u5730\u5740":120,"\u8868\u793a\u8fc7\u4e8620\u4e2abatch":137,"\u8868\u793a\u8fc7\u4e862560\u4e2a\u6837\u672c":137,"\u8868\u793a\u8fd9\u4e2ajob\u7684\u540d\u5b57":120,"\u8868\u793a\u9700\u8981\u6784\u5efa\u63a8\u7406\u5e93":131,"\u88ab":106,"\u88ab\u5207\u5206\u6210\u591a\u4e2a\u90e8\u5206":116,"\u88ab\u6269\u5c55\u4e3a\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"\u88ab\u653e\u5728":107,"\u88ab\u79f0\u4e3a":104,"\u8981\u4f7f\u7528\u547d\u4ee4\u884c\u5206\u6790\u5de5\u5177":114,"\u8981\u5728\u5df2\u6709\u7684kubernetes\u96c6\u7fa4\u4e0a\u8fdb\u884cpaddlepaddle\u7684\u5206\u5e03\u5f0f\u8bad\u7ec3":120,"\u8981\u6c42\u5355\u5c42\u5e8f\u5217\u542b\u6709\u5143\u7d20\u7684\u6570\u76ee":100,"\u8981\u751f\u6210\u7684\u76ee\u6807\u5e8f\u5217":103,"\u8981\u8c03\u7528":107,"\u89e3\u51b3\u529e\u6cd5\u662f":88,"\u89e3\u51b3\u65b9\u6848\u662f":93,"\u89e3\u6790\u6a21\u578b\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u6790\u73af\u5883\u53d8\u91cf\u5f97\u5230":120,"\u89e3\u6790\u8bad\u7ec3\u6a21\u578b\u65f6\u7528\u7684\u914d\u7f6e\u6587\u4ef6":4,"\u89e3\u7801\u5668\u4f7f\u7528":104,"\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":104,"\u89e3\u7801\u5668\u662f\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u89e3\u91ca":137,"\u89e3\u91ca\u578b\u8bed\u8a00\u53ea\u80fd\u8c03\u7528\u52a8\u6001\u5e93":60,"\u89e3\u91ca\u6027\u8bed\u8a00\u5b9e\u9645\u8fd0\u884c\u7684\u4e8c\u8fdb\u5236\u662f\u89e3\u91ca\u5668\u672c\u8eab":60,"\u8ba1\u5212\u5728":[56,57],"\u8ba1\u7b97":[104,116],"\u8ba1\u7b97\u504f\u7f6e\u7684\u68af\u5ea6":107,"\u8ba1\u7b97\u53cd\u5411rnn\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":104,"\u8ba1\u7b97\u53d8\u6362\u77e9\u9635\u7684\u5927\u5c0f\u548c\u683c\u5f0f":107,"\u8ba1\u7b97\u5f53\u524d\u5c42\u6743\u91cd\u7684\u68af\u5ea6":107,"\u8ba1\u7b97\u6548\u7387\u66f4\u9ad8":92,"\u8ba1\u7b97\u6bcf\u4e2a\u8bcd\u7684\u8bcd\u5411\u91cf":104,"\u8ba1\u7b97\u6fc0\u6d3b\u51fd\u6570\u7684\u68af\u5ea6":107,"\u8ba1\u7b97\u7684\u7ec6\u8282\u5c06\u5728\u4e0b\u9762\u7684\u5c0f\u8282\u7ed9\u51fa":107,"\u8ba1\u7b97\u8282\u70b9":116,"\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u4e5f\u4e0d\u4f1a\u76f8\u4e92\u4f9d\u8d56":116,"\u8ba1\u7b97\u8f6c\u6362\u77e9\u9635\u548c\u8f93\u5165\u7684\u68af\u5ea6":107,"\u8ba1\u7b97\u8f93\u5165\u548c\u53c2\u6570\u7684\u68af\u5ea6":107,"\u8ba1\u7b97\u8f93\u5165\u5c42\u7684\u504f\u5dee":107,"\u8ba1\u7b97\u8f93\u51fa":107,"\u8ba1\u7b97\u8fd9\u4e2a\u6587\u4ef6\u7684md5":35,"\u8ba1\u7b97\u96c6\u7fa4\u901a\u5e38\u7531\u4e00\u7ec4":116,"\u8ba1\u7b97\u9700\u8981\u7684\u6570\u636e\u5b58\u653e\u5728":109,"\u8ba9\u6a21\u578b\u80fd\u591f\u5f97\u5230\u8bad\u7ec3\u66f4\u65b0":137,"\u8ba9\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u8fdb\u884c\u8bad\u7ec3\u6216\u9884\u6d4b":1,"\u8ba9paddle\u6838\u5fc3\u4e2d":61,"\u8bad\u7ec3":124,"\u8bad\u7ec3\u4e0e\u5e94\u7528":0,"\u8bad\u7ec3\u4efb\u52a1\u7684\u8fd0\u884c\u53ef\u80fd\u4f1a\u5360\u6ee1trainer\u548cparamet":35,"\u8bad\u7ec3\u548c\u7eaf\u4f7f\u7528":80,"\u8bad\u7ec3\u5931\u8d25\u65f6\u53ef\u4ee5\u68c0\u67e5\u9519\u8bef\u65e5\u5fd7":117,"\u8bad\u7ec3\u597d\u4e00\u4e2a\u6df1\u5c42\u795e\u7ecf\u7f51\u7edc\u901a\u5e38\u8981\u8017\u8d39\u975e\u5e38\u957f\u7684\u65f6\u95f4":114,"\u8bad\u7ec3\u6570\u636e\u662f":2,"\u8bad\u7ec3\u6570\u636e\u6709\u95ee\u9898":91,"\u8bad\u7ec3\u6570\u636e\u683c\u5f0f\u548c\u8bad\u7ec3\u7a0b\u5e8f\u7684":116,"\u8bad\u7ec3\u65f6":120,"\u8bad\u7ec3\u65f6\u6240\u9700\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5982\u4e0b":137,"\u8bad\u7ec3\u65f6\u9ed8\u8ba4shuffl":2,"\u8bad\u7ec3\u6a21\u578b\u540e":104,"\u8bad\u7ec3\u6a21\u578b\u6b63\u786e\u6027":80,"\u8bad\u7ec3\u7a0b\u5e8f":116,"\u8bad\u7ec3\u7ed3\u675f\u540e\u67e5\u770b\u8f93\u51fa\u7ed3\u679c":120,"\u8bad\u7ec3\u811a\u672c":137,"\u8bad\u7ec3\u811a\u672c\u7b49\u7b49":137,"\u8bad\u7ec3\u8282\u70b9\u6570\u91cf":120,"\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u8ddd\u79bb":91,"\u8bad\u7ec3\u8f6e\u6b21":137,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u53c2\u6570\u6216\u8005\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u7684\u68af\u5ea6\u5c3a\u5ea6\u8fc7\u5927":91,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u6d4b\u8bd5test_period":124,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4e3a\u672c\u5730\u6a21\u5f0f":125,"\u8bad\u7ec3\u8fc7\u7a0b\u662f\u5426\u4f7f\u7528gpu":125,"\u8bad\u7ec3\u914d\u7f6e\u4e2d\u7684\u8bbe\u5907\u5c5e\u6027\u5c06\u4f1a\u65e0\u6548":125,"\u8bad\u7ec3dot_period":124,"\u8bb0\u5f55\u4e0b\u6240\u6709\u5931\u8d25\u7684\u4f8b\u5b50":80,"\u8bb0\u5fc6\u6a21\u5757":104,"\u8bba\u6587":136,"\u8bbe\u4e3a\u5df2\u90e8\u7f72\u7684\u5de5\u4f5c\u7a7a\u95f4\u76ee\u5f55":117,"\u8bbe\u4e3a\u672c\u5730":117,"\u8bbe\u5b9a":92,"\u8bbe\u7f6e":[61,91,92,94,129,130],"\u8bbe\u7f6e\u4e3a":107,"\u8bbe\u7f6e\u4e3a\u4e0d\u540c\u7684\u503c":92,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528\u672c\u5730\u8bad\u7ec3\u6216\u8005\u4f7f\u7528\u96c6\u7fa4\u4e0a\u7684\u4e00\u4e2a\u8282\u70b9":125,"\u8bbe\u7f6e\u4e3atrue\u4f7f\u7528gpu\u6a21\u5f0f":125,"\u8bbe\u7f6e\u4e86\u76f8\u540c\u7684\u53d6\u503c":92,"\u8bbe\u7f6e\u5176\u53c2\u6570\u5c5e\u6027":93,"\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":93,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":[91,111],"\u8bbe\u7f6e\u5b66\u4e60\u7387\u8870\u51cf\u56e0\u5b50\u5206\u6bb5\u51fd\u6570":93,"\u8bbe\u7f6e\u6210":93,"\u8bbe\u7f6e\u6210\u4e00\u4e2a\u5c0f\u4e00\u4e9b\u7684\u503c":91,"\u8bbe\u7f6e\u8f93\u51fa\u7684\u5c3a\u5bf8":107,"\u8bbe\u7f6e\u8f93\u51fatensor\u7684\u5f62\u72b6":108,"\u8bbe\u7f6e\u8fd9\u4e2apydataprovider2\u8fd4\u56de\u4ec0\u4e48\u6837\u7684\u6570\u636e":2,"\u8bbe\u7f6e\u9ed8\u8ba4\u8bbe\u5907\u53f7\u4e3a0":127,"\u8bbe\u7f6egpu":125,"\u8bbf\u95ee\u5bf9\u5e94\u7684\u7f51\u5740":113,"\u8bbf\u95eekubernetes\u7684\u63a5\u53e3\u6765\u67e5\u8be2\u6b64job\u5bf9\u5e94\u7684\u6240\u6709pod\u4fe1\u606f":120,"\u8bc4\u4f30\u8be5\u4ea7\u54c1\u7684\u8d28\u91cf":137,"\u8bc4\u5ba1\u4eba\u4e00\u822c\u4e0d\u505a\u8bc4\u5ba1":106,"\u8bc4\u5ba1\u4eba\u7684\u6bcf\u4e2a\u610f\u89c1\u90fd\u5fc5\u987b\u56de\u590d":106,"\u8bc4\u5ba1\u4eba\u9700\u8981\u9010\u4e00\u67e5\u770b\u6bcf\u4e2acommit\u624d\u80fd\u77e5\u9053\u505a\u4e86\u54ea\u4e9b\u4fee\u6539":106,"\u8bc4\u8bba\u6846\u4e2d\u52a0\u4e0a":106,"\u8bc6\u522b\u6570\u5b57":80,"\u8bcd\u5411\u91cf":[80,135],"\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":135,"\u8bcd\u672c\u8eab\u548c\u8bcd\u9891":135,"\u8bd5\u7740\u8ba9\u8f93\u51fa\u7684\u5206\u6790\u6570\u636e\u548c\u7406\u8bba\u503c\u5bf9\u5e94":114,"\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":125,"\u8be5\u53c2\u6570\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u81ea\u52a8\u8bbe\u7f6e":125,"\u8be5\u53c2\u6570\u5df2\u7ecf\u5728\u96c6\u7fa4\u63d0\u4ea4\u73af\u5883\u4e2d\u5b8c\u6210\u8bbe\u7f6e":125,"\u8be5\u53c2\u6570\u5fc5\u987b\u80fd\u88abflag":125,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u65e5\u5fd7\u622a\u65ad\u4fe1\u606f":125,"\u8be5\u53c2\u6570\u6307\u793a\u662f\u5426\u6253\u5370\u9519\u8bef\u622a\u65ad\u65e5\u5fd7":125,"\u8be5\u53c2\u6570\u7528\u4e8e\u6307\u5b9a\u52a8\u6001\u5e93\u8def\u5f84":125,"\u8be5\u53c2\u6570\u7684\u610f\u601d\u662f\u8bad\u7ec3num":125,"\u8be5\u53c2\u6570\u9ed8\u8ba4\u4e3anull":125,"\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":107,"\u8be5\u5c42\u795e\u7ecf\u5143\u4e2a\u6570":137,"\u8be5\u622a\u65ad\u4f1a\u5f71\u54cd":125,"\u8be5\u6279\u6b21\u7684\u8f93\u5165\u4e2d\u4ec5\u6709\u4e00\u4e2a\u5b50\u96c6\u662f\u975e\u96f6\u7684":107,"\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":94,"\u8be5\u6570\u636e\u96c6":135,"\u8be5\u6570\u76ee\u662f\u63d0\u524d\u5b9a\u4e49\u597d\u7684":125,"\u8be5\u6587\u4ef6\u5bf9\u76f8\u5173gemm":56,"\u8be5\u6587\u4ef6\u662f\u7531cpickle\u4ea7\u751f\u7684":136,"\u8be5\u65f6\u95f4\u53bb\u9664\u6389\u672c\u51fd\u6570\u8c03\u7528\u5176\u4ed6\u51fd\u6570\u7684\u65f6\u95f4":113,"\u8be5\u6a21\u578b\u4f9d\u7136\u4f7f\u7528\u903b\u8f91\u56de\u5f52\u5206\u7c7b\u7f51\u7edc\u7684\u6846\u67b6":137,"\u8be5\u6a21\u578b\u7684\u8bf4\u660e\u5982\u4e0b\u56fe\u6240\u793a":104,"\u8be5\u7c7b\u7684":108,"\u8be5\u7c7b\u7684\u5b9e\u73b0\u7ec6\u8282\u5728":107,"\u8be5\u7c7b\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":57,"\u8be5\u811a\u672c\u4e2d\u8bb0\u5f55\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u5e38\u7528\u7684cmake\u914d\u7f6e":129,"\u8be5\u811a\u672c\u4f1a\u751f\u6210\u4e00\u4e2adot\u6587\u4ef6":136,"\u8be5\u8bed\u53e5\u4f1a\u4e3a\u6bcf\u4e2a\u5c42\u521d\u59cb\u5316\u5176\u6240\u9700\u8981\u7684\u53d8\u91cf\u548c\u8fde\u63a5":107,"\u8be5layer\u662f\u901a\u8fc7\u53c2\u6570":92,"\u8be6\u7ec6\u4ecb\u7ecd\u53ef\u4ee5\u53c2\u8003":101,"\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003\u8bbe\u8ba1\u6587\u6863":108,"\u8be6\u7ec6\u4fe1\u606f\u8bf7\u68c0\u67e5":117,"\u8be6\u7ec6\u5185\u5bb9\u8bf7\u53c2\u89c1":137,"\u8be6\u7ec6\u53c2\u8003":94,"\u8be6\u7ec6\u53ef\u53c2\u8003":106,"\u8be6\u7ec6\u5730\u5c55\u793a\u4e86\u6574\u4e2a\u7279\u5f81\u63d0\u53d6\u7684\u8fc7\u7a0b":136,"\u8be6\u7ec6\u6587\u6863\u53c2\u8003":91,"\u8be6\u7ec6\u7684\u53c2\u6570\u89e3\u91ca":137,"\u8be6\u7ec6\u7684cmake\u4f7f\u7528\u65b9\u6cd5\u53ef\u4ee5\u53c2\u8003":94,"\u8be6\u7ec6\u89c1":100,"\u8be6\u7ec6\u8bbe\u8ba1":45,"\u8bed\u610f\u89d2\u8272\u6807\u6ce8":80,"\u8bed\u8a00\u6a21\u578b":135,"\u8bed\u8a00\u91cd\u6784\u540e\u7684":113,"\u8bf4\u660e":[35,94,97],"\u8bf4\u660e\u63d0\u4ea4\u7684\u4ee3\u7801\u5b58\u5728\u95ee\u9898":106,"\u8bf4\u660e\u8fd9\u4e2a\u5c42\u7684\u8f93\u5165":107,"\u8bf7\u4e0d\u8981\u521b\u5efa\u7a7a\u7684":108,"\u8bf7\u4e0d\u8981\u5fd8\u8bb0\u63d0\u524d\u5728\u7269\u7406\u673a\u4e0a\u5b89\u88c5gpu\u6700\u65b0\u9a71\u52a8":95,"\u8bf7\u4fdd\u8bc1travi":106,"\u8bf7\u5148\u4f7f\u7528":[129,130,131],"\u8bf7\u53c2\u7167\u7f51\u7edc\u914d\u7f6e\u7684\u6587\u6863\u4e86\u89e3\u66f4\u8be6\u7ec6\u7684\u4fe1\u606f":127,"\u8bf7\u53c2\u8003":[2,61,88,91,98,101,107,108,137],"\u8bf7\u53c2\u8003\u5982\u4e0b\u8868\u683c":137,"\u8bf7\u53c2\u89c1":106,"\u8bf7\u53c2\u9605":104,"\u8bf7\u5728\u8be5pull":106,"\u8bf7\u60a8\u6bcf\u6b21\u63d0\u4ea4\u4ee3\u7801\u65f6":106,"\u8bf7\u60a8\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":106,"\u8bf7\u6307\u5b9a\u7684paddlepaddle\u5de5\u4f5c\u76ee\u5f55\u7ed9\u73af\u5883\u53d8\u91cf":110,"\u8bf7\u6307\u5b9a\u8be5\u76ee\u5f55":125,"\u8bf7\u663e\u793a\u5730\u8c03\u7528":108,"\u8bf7\u67e5\u770b":135,"\u8bf7\u68c0\u67e5python\u7248\u672c\u662f\u5426\u4e3a2":97,"\u8bf7\u6ce8\u610f":[104,108,119,135],"\u8bf7\u6ce8\u610f\u6bcf\u4e2acommit\u7684\u540d\u79f0":106,"\u8bf7\u6ce8\u610f\u8fd9\u4e2a\u547d\u4ee4\u7ed3\u5c3e\u5904\u7684":105,"\u8bf7\u6ce8\u610fcommit\u7684\u6570\u91cf":106,"\u8bf7\u76f4\u63a5\u586b\u51450":93,"\u8bf7\u770b\u4e0b\u9762\u7684\u4f8b\u5b50":127,"\u8bf7\u786e\u4fdd":106,"\u8bf7\u7ed9\u51fa\u603b\u4f53\u7684\u4fee\u6539\u60c5\u51b5":106,"\u8bf7\u7ed9\u51fa\u60a8\u81ea\u5df1\u7684\u53cd\u9a73\u7406\u7531":106,"\u8bf7\u9009\u62e9\u5408\u9002\u7684\u8bcd\u6c47":106,"\u8bf7\u9009\u62e9\u6b63\u786e\u7684\u7248\u672c":88,"\u8bf7\u9075\u5b88":106,"\u8bf7\u91c7\u7528":106,"\u8bf8\u5982\u56fe\u50cf\u5206\u7c7b":127,"\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":120,"\u8bfb\u8005\u53ef\u4ee5\u67e5\u770b":120,"\u8bfb\u8005\u9700\u8981\u66ff\u6362\u6210\u81ea\u5df1\u4f7f\u7528\u7684\u4ed3\u5e93\u5730\u5740":120,"\u8c03\u7528":[107,130],"\u8c03\u7528\u4e00\u6b21":2,"\u8c03\u7528\u5bf9\u5e94":109,"\u8c03\u7528\u65b9\u6cd5\u89c1c":[129,130],"\u8c03\u7528\u7528":113,"\u8c03\u7528\u7684\u4e00\u4e9b\u7528\u6237\u5b9a\u4e49\u7684\u5e93\u51fd\u6570":116,"\u8c03\u7528\u7684\u51fd\u6570\u662f\u5426\u652f\u6301\u4e0d\u540c\u8bbe\u5907":108,"\u8c03\u7528\u7684pydataprovider2\u662f":2,"\u8c03\u7528\u7b2c\u4e8c\u6b21\u7684\u65f6\u5019":2,"\u8c03\u7528\u8be5\u51fd\u6570\u540e":107,"\u8c03\u7528\u8fd9\u4e2apydataprovider2\u7684\u65b9\u6cd5":2,"\u8d1f\u6837\u672c":137,"\u8d21\u732e\u6587\u6863":110,"\u8d77":101,"\u8def\u5f84\u4e0b":136,"\u8df3\u8f6c\u5230":106,"\u8df3\u8fc7":91,"\u8f6c\u6362\u5185\u5b58\u7684\u5de5\u4f5c":57,"\u8f6c\u6362\u5197\u4f59":56,"\u8f6c\u6362\u51fd\u6570":57,"\u8f6c\u6362\u751f\u6210\u7684\u6587\u4ef6\u540d\u4f1a\u662f\u4ee5\u4e0b\u683c\u5f0f":36,"\u8f6c\u6362\u8017\u65f6":56,"\u8f6c\u6362\u8fc7\u6765\u7684":136,"\u8f83":101,"\u8f93\u5165":[100,104],"\u8f93\u5165\u4e86\u6027\u80fd\u5206\u6790\u7ed3\u679c":113,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u5355\u5c42\u5e8f\u5217":103,"\u8f93\u5165\u548c\u8f93\u51fa\u90fd\u662f\u53cc\u5c42\u5e8f\u5217":103,"\u8f93\u5165\u5c42\u5c3a\u5bf8":136,"\u8f93\u5165\u5e8f\u5217\u4e2d\u5143\u7d20\u7684\u603b\u6570":91,"\u8f93\u5165\u6570\u636e\u4e3a\u4e00\u4e2a\u5b8c\u6574\u7684\u65f6\u95f4\u5e8f\u5217":101,"\u8f93\u5165\u6570\u636e\u4e3a\u5728\u5355\u5c42rnn\u6570\u636e\u91cc\u9762":101,"\u8f93\u5165\u6570\u636e\u6574\u4f53\u4e0a\u662f\u4e00\u4e2a\u65f6\u95f4\u5e8f\u5217":101,"\u8f93\u5165\u6570\u636e\u7684\u5b57\u5178\u7ef4\u6570\u662f1\u767e\u4e07":127,"\u8f93\u5165\u6587\u672c":135,"\u8f93\u5165\u6587\u672c\u4e2d\u6ca1\u6709\u5934\u90e8":135,"\u8f93\u5165\u662f\u5426\u662f\u8f6c\u7f6e\u7684":107,"\u8f93\u5165\u662f\u7531\u4e00\u4e2alist\u4e2d\u7684\u7f51\u7edc\u5c42\u5b9e\u4f8b\u7684\u540d\u5b57\u7ec4\u6210\u7684":107,"\u8f93\u5165\u68af\u5ea6":57,"\u8f93\u5165\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":136,"\u8f93\u5165\u7684":135,"\u8f93\u5165\u7684\u540d\u5b57":107,"\u8f93\u5165\u7684\u5927\u5c0f":107,"\u8f93\u5165\u7684\u6587\u672c\u683c\u5f0f\u5982\u4e0b":135,"\u8f93\u5165\u7684\u6587\u672c\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":135,"\u8f93\u5165\u7684\u7c7b\u578b":107,"\u8f93\u5165\u9700\u8981\u9884\u6d4b\u7684\u5411\u91cf\u7ec4":98,"\u8f93\u5165n\u4e2a\u5355\u8bcd":137,"\u8f93\u51fa":[100,104,108],"\u8f93\u51fa\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":103,"\u8f93\u51fa\u4e00\u4e2a\u53cc\u5c42\u5e8f\u5217":103,"\u8f93\u51fa\u4e3an\u4e2aword_dim\u7ef4\u5ea6\u5411\u91cf":137,"\u8f93\u51fa\u51fd\u6570":104,"\u8f93\u51fa\u5e8f\u5217\u7684\u7c7b\u578b":100,"\u8f93\u51fa\u5e8f\u5217\u7684\u8bcd\u8bed\u6570\u548c\u8f93\u5165\u5e8f\u5217\u4e00\u81f4":103,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6":57,"\u8f93\u51fa\u6570\u636e\u548c\u8f93\u51fa\u68af\u5ea6\u7684\u8f6c\u6362":57,"\u8f93\u51fa\u6587\u4ef6\u7684\u683c\u5f0f\u8bf4\u660e":135,"\u8f93\u51fa\u67092\u5217":135,"\u8f93\u51fa\u7279\u5f81\u56fe\u7684\u901a\u9053\u6570\u76ee":136,"\u8f93\u51fa\u7684\u4e8c\u8fdb\u5236\u8bcd\u5411\u91cf\u6a21\u578b\u540d\u79f0":135,"\u8f93\u51fa\u7684\u6587\u672c\u6a21\u578b\u540d\u79f0":135,"\u8f93\u51fa\u7684\u68af\u5ea6":125,"\u8f93\u51fa\u76ee\u5f55":136,"\u8f93\u51fa\u7ed3\u679c\u53ef\u80fd\u4f1a\u968f\u7740\u5bb9\u5668\u7684\u6d88\u8017\u800c\u88ab\u5220\u9664":119,"\u8fbe\u5230\u5bb9\u707e\u7684\u76ee\u7684":35,"\u8fc7\u4e86\u4e00\u4e2a\u5f88\u7b80\u5355\u7684recurrent_group":101,"\u8fc7\u5b8c\u6240\u6709\u8bad\u7ec3\u6570\u636e\u5373\u4e3a\u4e00\u4e2apass":91,"\u8fc7\u7a0b\u4e2d\u6240\u6709\u65f6\u95f4\u6b65":56,"\u8fd0\u884c\u4e00\u4e2a":105,"\u8fd0\u884c\u4e0b\u9762\u547d\u4ee4\u53ef\u4ee5\u8fdb\u884c\u7f16\u8bd1":108,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u548c\u83b7\u53d6\u6211\u4eec\u7684\u5b57\u5178\u548c\u9884\u8bad\u7ec3\u6a21\u578b":135,"\u8fd0\u884c\u4ee5\u4e0b\u7684\u547d\u4ee4\u4e0b\u8f7d\u6570\u636e\u96c6":135,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5":105,"\u8fd0\u884c\u5355\u5143\u6d4b\u8bd5\u6d4b\u65f6\u9700\u8981\u7f16\u8bd1\u6574\u4e2a\u5de5\u7a0b":108,"\u8fd0\u884c\u5931\u8d25":127,"\u8fd0\u884c\u5b8c\u4ee5\u4e0a\u547d\u4ee4":135,"\u8fd0\u884c\u5b8c\u6210\u540e":117,"\u8fd0\u884c\u5b8c\u6bd5\u540e\u8f93\u51fa":113,"\u8fd0\u884c\u6027\u80fd\u5206\u6790\u7684\u65f6\u5019":113,"\u8fd0\u884c\u6210\u529f\u4ee5\u540e":135,"\u8fd0\u884c\u65e5\u5fd7":117,"\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":113,"\u8fd0\u884c\u65f6\u4f1a\u81ea\u52a8\u627e\u5230\u7cfb\u7edf\u4e2d\u5b89\u88c5\u7684cuda\u548ccudnn\u5e93\u8fdb\u884c\u7f16\u8bd1\u548c\u6267\u884c":94,"\u8fd0\u884c\u7684\u4e00\u4e9b\u53c2\u6570\u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\u4f20\u9012\u5230\u5bb9\u5668\u5185":120,"\u8fd0\u884c\u8be5\u7f16\u8bd1\u5de5\u5177\u94fe\u9700\u8981\u4e00\u53f0":131,"\u8fd1":101,"\u8fd1\u671f\u76ee\u6807":57,"\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":[2,98],"\u8fd4\u56de\u7684\u987a\u5e8f\u9700\u8981\u548cinput_types\u4e2d\u5b9a\u4e49\u7684\u987a\u5e8f\u4e00\u81f4":2,"\u8fd4\u56de\u7b2c\u4e8c\u6b65":80,"\u8fd4\u56de\u7b2ci\u4e2a\u8f93\u5165\u77e9\u9635":107,"\u8fd4\u56de\u7c7b\u578b":[7,8,9,13,14,15,21,23,28],"\u8fd4\u56depython\u7aef\u7684\u8ba1\u7b97\u7ed3\u679c":108,"\u8fd8\u4f1a":101,"\u8fd8\u4f1a\u4e0b\u8f7dmkl":94,"\u8fd8\u4f1a\u5f3a\u5236\u8bbe\u7f6e\u4e00\u4e9bpaddlepaddle\u53c2\u6570\u7684\u503c":129,"\u8fd8\u4f1a\u8f93\u51fa\u4e00\u4e2a":106,"\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":91,"\u8fd8\u662f":101,"\u8fd8\u662f\u4ece":36,"\u8fd8\u662f\u865a\u62df\u673a":105,"\u8fd8\u6709":101,"\u8fd8\u9700\u8981\u5728\u8282\u70b9\u4e0a\u5b89\u88c5\u5bf9\u5e94\u7684gpu\u9a71\u52a8\u4ee5\u53cacuda":116,"\u8fd8\u9700\u8981\u91cd\u5199":108,"\u8fd9":[91,101,137],"\u8fd98\u79cdlearning_rate_schedule\u53ca\u5176\u5bf9\u5e94\u5b66\u4e60\u7387\u8ba1\u7b97\u65b9\u5f0f\u5982\u4e0b":93,"\u8fd9\u4e00\u5757\u7684\u8017\u65f6\u6bd4\u4f8b\u771f\u7684\u592a\u9ad8":114,"\u8fd9\u4e00\u5c42\u8fdb\u884c\u5c01\u88c5":61,"\u8fd9\u4e00\u6570\u636e\u683c\u5f0f\u7684\u8f6c\u6362\u64cd\u4f5c":56,"\u8fd9\u4e00\u6982\u5ff5\u4e0d\u518d\u7410\u788e":61,"\u8fd9\u4e00\u8ba1\u7b97\u5355\u5143":92,"\u8fd9\u4e00\u8fc7\u7a0b\u5bf9\u7528\u6237\u662f\u5b8c\u5168\u900f\u660e\u7684":103,"\u8fd9\u4e09\u4e2a\u5206\u652f":80,"\u8fd9\u4e09\u4e2a\u6b65\u9aa4\u53ef\u914d\u7f6e\u4e3a":137,"\u8fd9\u4e24\u4e2a\u6307\u6807\u4ee3\u8868\u4e86\u67d0\u4e00\u4e2a\u51fd\u6570\u771f\u5b9e\u7684\u8fd0\u884c\u65f6\u95f4":113,"\u8fd9\u4e2a":[97,101,105],"\u8fd9\u4e2a\u4efb\u52a1\u7684\u914d\u7f6e\u4e3a":91,"\u8fd9\u4e2a\u4efb\u52a1\u7684dataprovider\u4e3a":91,"\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e24\u5904\u4e0d\u540c":108,"\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":56,"\u8fd9\u4e2a\u51fd\u6570\u7684":104,"\u8fd9\u4e2a\u51fd\u6570\u8fdb\u884c\u53d8\u6362":101,"\u8fd9\u4e2a\u51fd\u6570\u9700\u8981\u8bbe\u7f6e":104,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u7684\u8fde\u63a5\u53c2\u6570\u4e0epaddle\u7684\u5176\u4ed6\u4e8c\u8fdb\u5236":61,"\u8fd9\u4e2a\u53c2\u6570\u4e5f\u4e0d\u4f1a\u4e00\u5e76\u5220\u9664":61,"\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":120,"\u8fd9\u4e2a\u57fa\u7c7b":107,"\u8fd9\u4e2a\u5934\u6587\u4ef6\u4e0d\u5047\u8bbe\u5176\u4ed6\u6587\u4ef6\u7684\u5f15\u7528\u987a\u5e8f":61,"\u8fd9\u4e2a\u5e8f\u5217\u7684\u6bcf\u4e2a\u5143\u7d20\u53c8\u662f\u4e00\u4e2a\u5e8f\u5217":103,"\u8fd9\u4e2a\u60c5\u51b5\u4e0b\u6240\u6709\u7684\u6587\u4ef6\u4f1a\u5b58\u5728\u6574\u7406\u8fc7\u7684\u7684\u6587\u4ef6\u76ee\u5f55":110,"\u8fd9\u4e2a\u63a5\u53e3\u9700\u8981\u505a\u5230":60,"\u8fd9\u4e2a\u6570\u636e\u4e5f\u88ab\u5355\u5c42rnn\u7f51\u7edc\u76f4\u63a5\u4f7f\u7528":101,"\u8fd9\u4e2a\u6587\u4ef6\u5177\u6709\u72ec\u7279\u7684\u8bed\u6cd5":60,"\u8fd9\u4e2a\u662f\u76ee\u524d\u63a8\u8350\u7684\u4f7f\u7528\u65b9\u6cd5":110,"\u8fd9\u4e2a\u663e\u793a\u5668\u5f88\u68d2":137,"\u8fd9\u4e2a\u73af\u5883\u53d8\u91cf\u5173\u95edopenmp\u4f18\u5316":113,"\u8fd9\u4e2a\u76ee\u5f55\u4e2d\u9664\u4e86":61,"\u8fd9\u4e2a\u795e\u7ecf\u7f51\u7edc\u5355\u5143\u5c31\u53ebmemori":101,"\u8fd9\u4e2a\u7c7b\u7684\u53c2\u6570\u5305\u62ec":107,"\u8fd9\u4e2a\u7c7b\u9700\u8981\u7ee7\u627f":107,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u4e2d\u7684\u53e6\u4e00\u4e2a\u9879\u76ee\u662f":61,"\u8fd9\u4e2a\u7ed3\u6784\u4f53\u5305\u542b\u4e24\u4e2a\u9879\u76ee":61,"\u8fd9\u4e2a\u811a\u672c\u8c03\u7528":105,"\u8fd9\u4e2a\u8f93\u5165\u4e0d\u53c2\u4e0e":108,"\u8fd9\u4e2a\u8fc7\u7a0b\u5bf9\u7528\u6237\u4e5f\u662f\u900f\u660e\u7684":103,"\u8fd9\u4e2a\u8fc7\u7a0b\u9664\u4e86\u7f16\u8bd1paddlepaddle\u4e3a":106,"\u8fd9\u4e2a\u9009\u62e9":[56,57],"\u8fd9\u4e2a\u914d\u7f6e\u4e0e":135,"\u8fd9\u4e2a\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u751f\u6210\u4e00\u7cfb\u5217\u6743\u91cd":104,"\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":61,"\u8fd9\u4e2adataprovider\u8f83\u590d\u6742":2,"\u8fd9\u4e2ainstance\u53ef\u4ee5\u662f\u5355\u4e2a\u503c":36,"\u8fd9\u4e2aissu":105,"\u8fd9\u4e2ajob\u624d\u7b97\u6210\u529f\u7ed3\u675f":120,"\u8fd9\u4e2alayer\u7684\u8f93\u51fa\u4f1a\u4f5c\u4e3a\u6574\u4e2a":103,"\u8fd9\u4e5f\u4f1a\u6781\u5927\u51cf\u5c11\u6570\u636e\u8bfb\u5165\u7684\u8017\u65f6":91,"\u8fd9\u4e9b\u4f1a\u5728":[56,57],"\u8fd9\u4e9b\u4f8b\u5b50\u90fd\u53ef\u4ee5\u5728":116,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u5c06\u5bf9\u5e94\u5185\u5bb9\u6dfb\u52a0\u5230":108,"\u8fd9\u4e9b\u51fd\u6570\u4f1a\u6839\u636e\u8f93\u5165\u53c2\u6570\u91cd\u65b0\u8bbe\u7f6e\u5185\u90e8\u548c\u5916\u90e8\u5b58\u50a8":57,"\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":36,"\u8fd9\u4e9b\u53c2\u6570\u53ef\u4ee5\u901a\u8fc7\u73af\u5883\u53d8\u91cf":116,"\u8fd9\u4e9b\u53c2\u6570\u7684\u5177\u4f53\u63cf\u8ff0":120,"\u8fd9\u4e9b\u540d\u5b57\u5fc5\u987b\u8981\u5199\u5bf9":107,"\u8fd9\u4e9b\u6570\u636e\u4f1a\u88ab\u7528\u6765\u66f4\u65b0\u53c2\u6570":91,"\u8fd9\u4e9b\u6570\u636e\u4f7f\u7528\u7684\u5185\u5b58\u4e3b\u8981\u548c\u4e24\u4e2a\u53c2\u6570\u6709\u5173\u7cfb":91,"\u8fd9\u4e9b\u6587\u4ef6\u5c06\u4f1a\u88ab\u4fdd\u5b58\u5728":136,"\u8fd9\u4e9b\u6a21\u578b\u90fd\u662f\u7531\u539f\u4f5c\u8005\u63d0\u4f9b\u7684\u6a21\u578b":136,"\u8fd9\u4e9b\u7279\u5f81\u503c\u4e0e\u4e0a\u8ff0\u4f7f\u7528c":136,"\u8fd9\u4e9b\u7279\u5f81\u6570\u636e\u4e4b\u95f4\u7684\u987a\u5e8f\u662f\u6709\u610f\u4e49\u7684":101,"\u8fd9\u4efd\u6559\u7a0b\u5c55\u793a\u4e86\u5982\u4f55\u5728paddlepaddle\u4e2d\u5b9e\u73b0\u4e00\u4e2a\u81ea\u5b9a\u4e49\u7684\u7f51\u7edc\u5c42":107,"\u8fd9\u4f1a\u63d0\u793a\u5f53\u524d\u76ee\u5f55\u7684\u4e00\u4e9b\u53d8\u5316":106,"\u8fd9\u4f1a\u7ed9\u8bc4\u5ba1\u4eba\u5e26\u6765\u5f88\u5927\u56f0\u6270":106,"\u8fd9\u4f1a\u81ea\u52a8\u8fdb\u884c\u7f51\u7edc\u914d\u7f6e\u4e2d\u58f0\u660e\u7684\u6fc0\u6d3b\u64cd\u4f5c":107,"\u8fd9\u4fbf\u662f\u4e00\u79cd\u53cc\u5c42rnn\u7684\u8f93\u5165\u6570\u636e":101,"\u8fd9\u51e0\u4e2a\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":94,"\u8fd9\u53e5\u8868\u793a\u4f7f\u7528\u57fa\u7c7b":108,"\u8fd9\u53ef\u4ee5\u5e2e\u60a8\u7701\u6389\u82b1\u4e00\u5c0f\u65f6\u5b89\u88c5\u548c\u914d\u7f6e\u5404\u79cd\u5f00\u53d1\u5de5\u5177":105,"\u8fd9\u53ef\u4ee5\u8ba9\u5176\u4ed6\u4eba\u77e5\u9053\u8fd9\u6b21\u63d0\u4ea4\u505a\u4e86\u54ea\u4e9b\u6539\u53d8":106,"\u8fd9\u53ef\u4ee5\u901a\u8fc7":106,"\u8fd9\u548c\u5355\u5c42rnn\u7684\u914d\u7f6e\u662f\u7b49\u4ef7\u7684":101,"\u8fd9\u56db\u6761\u6570\u636e\u540c\u65f6\u5904\u7406\u7684\u53e5\u5b50\u6570\u91cf\u4e3a":101,"\u8fd9\u5728\u6784\u9020\u975e\u5e38\u590d\u6742\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u65f6\u662f\u6709\u7528\u7684":104,"\u8fd9\u5bf9\u4e8e\u901a\u5e38\u7684java\u7684\u5f00\u53d1\u8005\u6765\u8bf4":60,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u5355\u5143\u6d4b\u8bd5\u51fa\u9519":108,"\u8fd9\u5c06\u4f1a\u5bfc\u81f4\u7f16\u8bd1\u51fa\u9519":108,"\u8fd9\u610f\u5473\u7740":104,"\u8fd9\u610f\u5473\u7740\u9664\u4e86\u6307\u5b9adevic":127,"\u8fd9\u65f6":91,"\u8fd9\u65f6\u5728\u4f7f\u7528":93,"\u8fd9\u65f6\u8fdb\u884c\u77e9\u9635\u4e58\u6cd5\u8fd0\u7b97\u5c31\u53ef\u80fd\u5bfc\u81f4\u6d6e\u70b9\u6570\u6ea2\u51fa":91,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3\u6837\u672c\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":93,"\u8fd9\u662f\u4e00\u79cd\u6309\u5df2\u8bad\u7ec3pass\u6570\u5206\u6bb5\u53d6\u503c\u7684\u5b66\u4e60\u7387\u9000\u706b\u65b9\u6cd5":93,"\u8fd9\u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u7684\u6570\u636e\u7ec4\u7ec7\u65b9\u5f0f":100,"\u8fd9\u662f\u56e0\u4e3a":60,"\u8fd9\u662f\u5f00\u6e90\u793e\u533a\u7684\u57fa\u672c\u793c\u8c8c":106,"\u8fd9\u662f\u666e\u901a\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217\u7684dataprovider\u4ee3\u7801":101,"\u8fd9\u662f\u76ee\u524dcmake\u5bfb\u627epython\u7684\u903b\u8f91\u5b58\u5728\u7f3a\u9677":88,"\u8fd9\u6837":[61,116],"\u8fd9\u6837\u4e0b\u4e00\u4e2acpu":57,"\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":116,"\u8fd9\u6837\u4fdd\u8bc1":80,"\u8fd9\u6837\u4fdd\u8bc1\u8fd0\u884c\u7ed3\u675f\u4e4b\u540e\u7684":105,"\u8fd9\u6837\u505a\u53ef\u4ee5\u6781\u5927\u7684\u51cf\u5c11\u5185\u5b58\u5360\u7528":91,"\u8fd9\u6837\u53ef\u4ee5\u514d\u53bb\u5355\u72ec\u5b89\u88c5\u7f16\u8bd1\u4f9d\u8d56\u7684\u6b65\u9aa4":94,"\u8fd9\u6837\u53ef\u4ee5\u51cf\u5c0fgpu\u5185\u5b58":127,"\u8fd9\u6837\u5982\u679c\u9047\u5230\u95ee\u9898":105,"\u8fd9\u6837\u5bb9\u5668\u7684":120,"\u8fd9\u6837\u5c31\u53ef\u4ee5\u5728\u4e91\u7aef\u6267\u884c\u591a\u79cd\u6570\u636e\u7c7b\u8ba1\u7b97\u4efb\u52a1":36,"\u8fd9\u6837\u5df2\u7ecf\u4f20\u8f93\u6210\u529f\u7684\u90e8\u5206\u5c31\u4e0d\u7528\u91cd\u65b0\u4f20\u8f93\u4e86":45,"\u8fd9\u6837\u5e26\u6765\u7684\u597d\u5904\u5c31\u662f\u4e0d\u9700\u8981\u4e00\u76f4\u6e05\u7a7amemori":57,"\u8fd9\u6837\u5f53\u8be5pull":106,"\u8fd9\u6837\u65e2\u4f7f\u5f97\u6700\u7ec8\u4fdd\u5b58\u7684\u53c2\u6570\u683c\u5f0f\u4e0epaddlepaddle\u4e00\u81f4":57,"\u8fd9\u6837\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u8ba1\u7b97\u7684\u5e76\u884c\u6027":116,"\u8fd9\u6837\u7684\u88c5\u9970\u5668":107,"\u8fd9\u6837\u7684\u8bdd":119,"\u8fd9\u6837\u8bad\u7ec3\u6587\u4ef6\u7684\u4e2a\u6570\u4f1a\u6bd4\u8f83\u591a":116,"\u8fd9\u6b63\u662f\u5b83\u4eec\u901f\u5ea6\u5feb\u7684\u539f\u56e0":114,"\u8fd9\u7528\u4e8e\u5728\u591a\u7ebf\u7a0b\u548c\u591a\u673a\u4e0a\u66f4\u65b0\u53c2\u6570":107,"\u8fd9\u79cd\u521d\u59cb\u5316\u65b9\u5f0f\u5728\u4e00\u822c\u60c5\u51b5\u4e0b\u4e0d\u4f1a\u4ea7\u751f\u5f88\u5dee\u7684\u7ed3\u679c":93,"\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e0d\u9700\u8981\u91cd\u5199\u8be5\u51fd\u6570":107,"\u8fd9\u79cd\u60c5\u51b5\u5e38\u5e38\u53d1\u751f\u5728":91,"\u8fd9\u79cd\u65b9\u5f0f\u5bf9\u5185\u5b58\u6d88\u8017\u8f83\u5927":92,"\u8fd9\u79cd\u65b9\u5f0f\u5fc5\u987b\u4f7f\u7528paddle\u5b58\u50a8\u7684\u6a21\u578b\u8def\u5f84\u683c\u5f0f":127,"\u8fd9\u79cd\u751f\u6210\u6280\u672f\u53ea\u7528\u4e8e\u7c7b\u4f3c\u89e3\u7801\u5668\u7684\u751f\u6210\u8fc7\u7a0b":104,"\u8fd9\u79cd\u7c7b\u578b\u7684\u8f93\u5165\u5fc5\u987b\u901a\u8fc7":103,"\u8fd9\u79cd\u96c6\u7fa4\u8282\u70b9\u7ba1\u7406\u65b9\u5f0f\u4f1a\u5728\u5c06\u6765\u4f7f\u7528":120,"\u8fd9\u7bc7":95,"\u8fd9\u7bc7\u6587\u6863":106,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u5728":131,"\u8fd9\u7bc7\u6587\u6863\u4ecb\u7ecd\u57fa\u4e8e":105,"\u8fd9\u7bc7\u6587\u7ae0":105,"\u8fd9\u7ec4\u8bed\u4e49\u76f8\u540c\u7684\u793a\u4f8b\u914d\u7f6e\u5982\u4e0b":101,"\u8fd9\u884c\u547d\u4ee4\u4e2d":113,"\u8fd9\u901a\u8fc7\u83b7\u5f97\u53cd\u5411\u5faa\u73af\u7f51\u7edc\u7684\u7b2c\u4e00\u4e2a\u5b9e\u4f8b":104,"\u8fd9\u90fd\u9700\u8981\u8fd9\u4e2a\u63a5\u53e3\u6309\u7167\u7ea6\u5b9a\u4fd7\u6210\u7684\u89c4\u5219\u6765\u6ce8\u91ca\u5b8c\u5907":60,"\u8fd9\u91cc":[57,93,94,104,106,120,136],"\u8fd9\u91cc\u4e0d\u518d\u8d58\u8ff0":108,"\u8fd9\u91cc\u4ee5":137,"\u8fd9\u91cc\u4f7f\u7528\u4e86\u7528":113,"\u8fd9\u91cc\u4f7f\u7528\u4e86paddlepaddle\u9884\u5b9a\u4e49\u597d\u7684rnn\u5904\u7406\u51fd\u6570":101,"\u8fd9\u91cc\u4f7f\u7528\u7b80\u5355\u7684":91,"\u8fd9\u91cc\u53ea\u7b80\u5355\u4ecb\u7ecd\u4e86\u5355\u673a\u8bad\u7ec3":137,"\u8fd9\u91cc\u5c06\u4ecb\u7ecdpaddlepaddle\u7684\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":98,"\u8fd9\u91cc\u6211\u4eec\u5c55\u793a\u4e00\u4efd\u7b80\u5316\u8fc7\u7684\u4ee3\u7801":107,"\u8fd9\u91cc\u6211\u4eec\u901a\u8fc7\u5728kubernetes\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2ajob\u6765\u4e0b\u8f7d\u5e76\u5207\u5272\u6570\u636e":120,"\u8fd9\u91cc\u6307\u5b9a\u8bcd\u5178":137,"\u8fd9\u91cc\u6709\u4e24\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6cd5":91,"\u8fd9\u91cc\u68c0\u9a8c\u8fd0\u884c\u65f6\u95f4\u6a21\u578b\u7684\u6536\u655b":117,"\u8fd9\u91cc\u7684eigentensor\u4e4b\u95f4\u7684\u8fd0\u7b97\u53ea\u662f\u6539\u53d8\u4e86\u539f\u6709tensor\u4e2d\u7684\u6570\u636e":109,"\u8fd9\u91cc\u76f4\u63a5\u901a\u8fc7\u9884\u6d4b\u811a\u672c":137,"\u8fd9\u91cc\u91c7\u7528adam\u4f18\u5316\u65b9\u6cd5":137,"\u8fd9\u91cc\u9700\u8981\u7528\u6237\u989d\u5916\u6ce8\u610f":35,"\u8fd9\u9700\u8981\u8054\u5408\u6211\u4eec\u7b2c\u4e8c\u8282":113,"\u8fdb\u4e00\u6b65\u4f18\u5316":57,"\u8fdb\u4e3b\u4ed3\u5e93\u540e":106,"\u8fdb\u5165\u5bb9\u5668":119,"\u8fdb\u5165\u5bf9\u5e94\u7684\u76ee\u5f55":88,"\u8fdb\u7a0b\u542f\u52a8\u7684\u5fc5\u8981\u53c2\u6570":120,"\u8fdb\u7a0b\u7684":117,"\u8fdb\u7a0b\u7684\u542f\u52a8\u53c2\u6570":120,"\u8fdb\u7a0b\u7684\u8fd0\u884c\u73af\u5883":120,"\u8fdb\u7a0b\u9700\u8981\u7684":120,"\u8fdb\u800c\u591a\u673a":113,"\u8fdb\u800c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528\u5982\u4e0b\u547d\u4ee4\u5f00\u542f\u4e00\u4e2ahttp\u670d\u52a1":113,"\u8fdb\u800c\u6307\u5b9a\u4e86python\u53ef\u6267\u884c\u6587\u4ef6\u7684\u8def\u5f84":113,"\u8fdb\u800c\u8fdb\u884c\u4ee3\u7801\u8bc4\u5ba1":80,"\u8fdb\u884c\u4e86":101,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6848":120,"\u8fdb\u884c\u5206\u5e03\u5f0f\u8bad\u7ec3\u7684\u65b9\u6cd5":120,"\u8fdb\u884c\u56de\u590d":106,"\u8fdb\u884c\u5f00\u53d1":106,"\u8fdb\u884c\u62c6\u89e3":101,"\u8fdb\u884c\u6fc0\u6d3b\u64cd\u4f5c":107,"\u8fdb\u884c\u7f16\u8bd1\u548c\u5b89\u88c5":129,"\u8fdb\u884c\u8bbe\u7f6e":108,"\u8fdb\u884c\u9884\u6d4b":137,"\u8fdb\u884cpython\u4e0ec":113,"\u8fdb\u9636\u6307\u5357":[98,128],"\u8fde\u63a5":103,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3":116,"\u8fde\u63a5\u5230pserver\u7684\u7aef\u53e3\u4e2a\u6570":116,"\u9000\u51fa\u5bb9\u5668":119,"\u9002\u4e2d":101,"\u9009":101,"\u9009\u62e9":101,"\u9009\u62e9\u4e0b\u8f7d\u4f7f\u7528\u4e0d\u540c\u7684blas\u5e93\u7684docker\u955c\u50cf":95,"\u9009\u62e9\u662f\u5426\u7f16\u8bd1mkl":57,"\u9009\u62e9\u6d4b\u8bd5\u7ed3\u679c\u6700\u597d\u7684\u6a21\u578b\u6765\u9884\u6d4b":137,"\u9009\u62e9\u76ee\u6807\u5206\u652f":106,"\u9009\u62e9\u8def\u5f84\u6765\u52a8\u6001\u52a0\u8f7dnvidia":125,"\u9009\u9879":[94,105,135],"\u900f\u4f20\u7528\u6237\u8eab\u4efd\u7684\u529e\u6cd5":45,"\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":124,"\u901a\u5e38":[61,108,113],"\u901a\u5e38\u4f1a\u4f7f\u7528\u73af\u5883\u53d8\u91cf\u914d\u7f6ejob\u7684\u914d\u7f6e\u4fe1\u606f":120,"\u901a\u5e38\u4f1a\u4f7f\u7528mapreduce\u4efb\u52a1\u7684\u8f93\u51fa\u7ed3\u679c\u4f5c\u4e3a\u8bad\u7ec3\u7ed3\u679c":116,"\u901a\u5e38\u4f7f\u7528\u7a00\u758f\u8bad\u7ec3\u6765\u52a0\u901f\u8ba1\u7b97\u8fc7\u7a0b":127,"\u901a\u5e38\u4f7f\u7528cento":97,"\u901a\u5e38\u505a\u6cd5\u662f\u4ece\u4e00\u4e2a\u6bd4\u8f83\u5927\u7684learning_rate\u5f00\u59cb\u8bd5":93,"\u901a\u5e38\u540d\u5b57\u662f":106,"\u901a\u5e38\u60c5\u51b5\u4e0b":114,"\u901a\u5e38\u6211\u4eec\u4f1a\u5b89\u88c5ceph\u7b49\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf\u6765\u5b58\u50a8\u8bad\u7ec3\u6570\u636e":119,"\u901a\u5e38\u6307\u5c06\u4e00\u4e2a\u6574\u4f53\u62c6\u5206\u6210\u591a\u4efd\u7684\u5176\u4e2d\u7684\u4e00\u4efd":35,"\u901a\u5e38\u6709\u4e24\u4e2a\u65b9\u6cd5\u6765\u6784\u5efa\u57fa\u4e8e":131,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u4f7f\u7528":104,"\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u914d\u7f6e\u5b58\u4e8e":107,"\u901a\u5e38\u8981\u6c42\u65f6\u95f4\u6b65\u4e4b\u95f4\u5177\u6709\u4e00\u4e9b\u4f9d\u8d56\u6027":101,"\u901a\u5e38\u89c2\u5bdf\u70ed\u70b9\u51fd\u6570\u95f4\u7684\u8c03\u7528\u5173\u7cfb":113,"\u901a\u5e38\u90fd\u4f1a\u4f7f\u7528\u4e0b\u9762\u8fd9\u4e9b\u547d\u4ee4\u884c\u53c2\u6570":127,"\u901a\u7528":124,"\u901a\u77e5":101,"\u901a\u8fc7":[91,101,106,107,108,137],"\u901a\u8fc7\u4e24\u4e2a\u5d4c\u5957\u7684":103,"\u901a\u8fc7\u4f7f\u7528":94,"\u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9bapi":56,"\u901a\u8fc7\u51fd\u6570":120,"\u901a\u8fc7\u547d\u4ee4\u884c\u53c2\u6570":91,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u7684\u8f93\u51fa":103,"\u901a\u8fc7\u5f15\u7528memory\u5f97\u5230\u8fd9\u4e2alayer\u4e0a\u4e00\u4e2a\u65f6\u523b\u8f93\u51fa":103,"\u901a\u8fc7\u6240\u6709\u5355\u5143\u6d4b\u8bd5":106,"\u901a\u8fc7\u67e5\u770b\u4e70\u5bb6\u5bf9\u67d0\u4e2a\u4ea7\u54c1\u7684\u8bc4\u4ef7\u53cd\u9988":137,"\u901a\u8fc7\u6a21\u578b\u63a8\u65adapi\u7684\u5b9e\u73b0\u4f5c\u4e3a\u4e00\u4e2a\u6837\u4f8b":61,"\u901a\u8fc7\u7ec4\u5408\u4e0d\u540c\u7684layer":98,"\u901a\u8fc7\u7f16\u8bd1\u4f1a\u751f\u6210py_paddle\u8f6f\u4ef6\u5305":4,"\u901a\u8fc7\u7f51\u7edc\u5c42\u7684\u6807\u8bc6\u7b26\u6765\u6307\u5b9a":107,"\u901a\u8fc7\u8ba1\u7b97\u8282\u70b9\u548c\u53c2\u6570\u670d\u52a1\u5668\u7684\u5206\u5e03\u5f0f\u534f\u4f5c":116,"\u901a\u8fc7\u8be5\u53c2\u6570\u53ef\u83b7\u53d6\u5230\u8f93\u5165\u8f93\u51fa\u4ee5\u53ca\u5c5e\u6027":108,"\u901a\u8fc7\u8c03\u7528":4,"\u901a\u8fc7\u914d\u7f6e\u7c7b\u4f3c\u4e8e":137,"\u901a\u8fc7data":103,"\u901a\u8fc7ssh\u7b49\u65b9\u5f0f\u767b\u5f55\u5230raspberri":131,"\u903b\u8f91\u5212\u4e0a\u6587\u4ef6\u5206\u5757\u7684\u5355\u4f4d":45,"\u903b\u8f91\u56de\u5f52":137,"\u9047\u5230\u8be5\u9519\u8bef\u65f6":92,"\u9053\u6b49":101,"\u9069":101,"\u9075\u5b88\u4ee5\u4e0b\u7ea6\u5b9a":106,"\u9075\u5faa\u4ee5\u4e0b\u6d41\u7a0b":80,"\u9075\u5faa\u6587\u7ae0":135,"\u90a3\u4e48":[61,103,107],"\u90a3\u4e480\u5c42\u5e8f\u5217\u5373\u4e3a\u4e00\u4e2a\u8bcd\u8bed":103,"\u90a3\u4e48\u53ef\u4ee5\u8ba4\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":93,"\u90a3\u4e48\u5728":108,"\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":93,"\u90a3\u4e48\u5bf9\u5e94\u7684\u5185\u90e8\u5b58\u50a8\u4e5f\u4f1a\u4e0e\u5b83\u4eec\u5171\u4eab\u5185\u5b58":57,"\u90a3\u4e48\u5c31\u4f1a\u4f7f":57,"\u90a3\u4e48\u5e38\u6570\u8f93\u51fa\u6240\u80fd\u8fbe\u5230\u7684\u6700\u5c0fcost\u662f":93,"\u90a3\u4e48\u5f53check\u51fa\u6570\u636e\u4e0d\u5408\u6cd5\u65f6":2,"\u90a3\u4e48\u6211\u4eec\u4e5f\u5c31\u4e0d\u9700\u8981":105,"\u90a3\u4e48\u6211\u4eec\u53ef\u4ee5\u5224\u65ad\u4e3a\u8bad\u7ec3\u4e0d\u6536\u655b":93,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528":104,"\u90a3\u4e48\u63a8\u8350\u4f7f\u7528\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u65b9\u6cd5":104,"\u90a3\u4e48\u6536\u655b\u53ef\u80fd\u5f88\u6162":93,"\u90a3\u4e48\u6700\u597d\u5c06\u6570\u636e\u6587\u4ef6\u5728\u6bcf\u6b21\u8bfb\u53d6\u4e4b\u524d\u505a\u4e00\u6b21shuffl":91,"\u90a3\u4e48\u7528\u6237\u9700\u8981\u62c9\u53d6\u6240\u6709\u7684\u8fdc\u7a0b\u5206\u652f\u5230\u672c\u673a":88,"\u90a3\u4e48\u7f16\u8bd1\u8fc7\u7a0b\u53ea\u4f1a\u4ea7\u751f":105,"\u90a3\u4e48\u8bad\u7ec3\u6709\u53ef\u80fd\u4e0d\u6536\u655b":93,"\u90a3\u4e48\u8be5\u4f18\u5316\u7b97\u6cd5\u81f3\u5c11\u9700\u8981":91,"\u90a3\u4e48fc1\u548cfc2\u5c42\u5c06\u4f1a\u4f7f\u7528\u7b2c1\u4e2agpu\u6765\u8ba1\u7b97":127,"\u90a3\u4e48paddlepaddle\u4f1a\u6839\u636elayer\u7684\u58f0\u660e\u987a\u5e8f":2,"\u90a3\u4e5f\u5c31\u4e0d\u9700\u8981\u6025\u7740\u4f18\u5316\u6027\u80fd\u5566":114,"\u90a3\u4f30\u8ba1\u8fd9\u91cc\u7684\u6f5c\u529b\u5c31\u6ca1\u5565\u597d\u6316\u7684\u4e86":114,"\u90a3\u51cf\u5c11\u5b66\u4e60\u738710\u500d\u7ee7\u7eed\u8bd5\u9a8c":93,"\u90a3\u6211\u4f1a\u671f\u671b\u5206\u6790\u5de5\u5177\u7edf\u8ba1\u5230\u901f\u5ea6\u662f100gb":114,"\u90a3\u7a0b\u5e8f\u5206\u6790\u5de5\u5177\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u5229\u5668":114,"\u90fd":101,"\u90fd\u4e0d\u4f1a\u60f3\u8981\u77e5\u9053next":57,"\u90fd\u4e0d\u9700\u8981":105,"\u90fd\u4f1a\u4ea7\u751f\u5f53\u524d\u5c42\u72b6\u6001\u7684\u6240\u6709\u7ee7\u627f\u7ed3\u679c":125,"\u90fd\u53ea\u662f\u4ecb\u7ecd\u53cc\u5c42rnn\u7684api\u63a5\u53e3":101,"\u90fd\u53ef\u4ee5\u8fd0\u884c":105,"\u90fd\u662f\u4e94\u4f4d\u7684\u6570\u5b57":36,"\u90fd\u662f\u4ee5ext\u5f00\u5934":57,"\u90fd\u662f\u5bf9layer1\u5143\u7d20\u7684\u62f7\u8d1d":100,"\u90fd\u662f\u5c06\u6bcf\u4e00\u53e5\u5206\u597d\u8bcd\u540e\u7684\u53e5\u5b50":101,"\u90fd\u662fabi\u8c03\u7528\u6807\u51c6\u7684":60,"\u90fd\u7528":106,"\u90fd\u7ee7\u627f\u4e8epaddlepaddle\u7684\u57fa\u7c7b":56,"\u90fd\u9700\u8981\u5199\u63d0\u4ea4\u8bf4\u660e":106,"\u90fd\u9700\u8981\u8c03\u7528\u4e00\u6b21":107,"\u914d\u7f6e\u5982\u4e0b":135,"\u914d\u7f6e\u6253\u5f00":114,"\u914d\u7f6e\u6587\u4ef6":137,"\u914d\u7f6e\u6587\u4ef6\u63a5\u53e3\u662ffc_layer":107,"\u914d\u7f6e\u6587\u4ef6\u91cc\u52a0\u4e24\u884c":105,"\u914d\u7f6e\u6a21\u578b\u6587\u4ef6":135,"\u914d\u7f6e\u7684\u65b9\u6cd5\u53c2\u8003":45,"\u914d\u7f6e\u7b80\u5355\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u7684\u4f8b\u5b50":104,"\u914d\u7f6e\u7f51\u7edc\u5c42\u7684\u8f93\u5165":107,"\u914d\u7f6eapi":100,"\u9152\u5e97":101,"\u91c7\u7528\u5747\u5300\u5206\u5e03\u6216\u8005\u9ad8\u65af\u5206\u5e03\u521d\u59cb\u5316":125,"\u91c7\u7528multi":93,"\u91ca\u653e\u5bf9paramters\u5185\u5b58\u7684\u9501\u5b9a":35,"\u91cc":105,"\u91cc\u53ef\u4ee5\u6807\u51c6\u5316\u7f16\u8bd1\u73af\u5883":105,"\u91cc\u5b8c\u6210":108,"\u91cc\u6240\u6709\u7684\u7b26\u53f7\u90fd\u5199\u5165\u81ea\u5df1\u7684\u7a0b\u5e8f\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u91cc":60,"\u91cc\u6307\u5b9a\u56fe\u50cf\u6570\u636e\u5217\u8868":136,"\u91cc\u7684":105,"\u91cc\u7684\u65e5\u5fd7":117,"\u91cc\u7684\u6e90\u7801":105,"\u91cc\u8fd0\u884c\u7684\u7f16\u8bd1\u5de5\u5177\u5b9e\u9645\u4e0a\u90fd\u662f\u5728\u672c\u673a\u7684":105,"\u91cc\u9762":108,"\u91cc\u9762\u6db5\u76d6\u4e86\u4ea4\u53c9\u7f16\u8bd1android\u7248paddlepaddle\u5e93\u9700\u8981\u7684\u6240\u6709\u7f16\u8bd1\u5de5\u5177":129,"\u91cc\u9762\u6dfb\u52a0":57,"\u91cd\u5199\u7236\u7c7blayer\u7684":57,"\u91cd\u547d\u540d\u6210":60,"\u91cd\u65b0\u7f16\u8bd1paddlepaddl":114,"\u9488\u5bf9\u4e0d\u540c\u7684":130,"\u9488\u5bf9\u4efb\u52a1\u8fd0\u884c\u5b8c\u6210\u540e\u5bb9\u5668\u81ea\u52a8\u9000\u51fa\u7684\u573a\u666f":119,"\u9488\u5bf9\u5185\u5b58\u548c\u663e\u5b58":91,"\u94fe\u63a5\u4e2d\u627e\u5230":97,"\u94fe\u63a5\u4f55\u79cdblas\u5e93\u7b49":94,"\u94fe\u63a5\u5230\u81ea\u5df1\u7684\u7a0b\u5e8f\u91cc":60,"\u94fe\u63a5\u5f85\u8865\u5145":137,"\u9519\u8bef":88,"\u9519\u8bef\u5904\u7406":60,"\u9519\u8bef\u5904\u7406\u65b9\u5f0f\u662f\u8fd4\u56de\u503c":60,"\u9519\u8bef\u5904\u7406\u7684\u65b9\u5f0f\u4e5f\u4e0d\u5c3d\u76f8\u540c":60,"\u9519\u8bef\u7387":137,"\u9519\u8bef\u7684define_py_data_sources2\u7c7b\u4f3c":93,"\u952e\u6765\u542f\u52a8\u7f16\u8bd1\u4e86":105,"\u955c\u50cf\u91cc\u6709paddlepaddle\u7684\u6e90\u7801\u4e0edemo":119,"\u957f\u5ea6":91,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u5355\u6b65\u51fd\u6570\u548c\u8f93\u51fa\u51fd\u6570":104,"\u95e8\u63a7\u5faa\u73af\u5355\u5143\u7684\u8f93\u51fa\u88ab\u7528\u4f5c\u8f93\u51famemori":104,"\u95f4\u9694":137,"\u9650\u5236\u5957\u63a5\u5b57\u53d1\u9001\u7f13\u51b2\u533a\u7684\u5927\u5c0f":125,"\u9650\u5236\u5957\u63a5\u5b57\u63a5\u6536\u7f13\u51b2\u533a\u7684\u5927\u5c0f":125,"\u9664\u4e86":2,"\u9664\u4e86\u53ef\u4ee5\u81ea\u52a8\u7f16\u8bd1\u6587\u6863":110,"\u9664\u4e86boot_lay":101,"\u9664\u53bbdata\u5c42":137,"\u9664\u6784\u9020\u67d0\u79cd\u7c7b\u578b\u7684\u51fd\u6570":61,"\u9664\u6b64\u4e4b\u5916":91,"\u9664\u8bcd\u5411\u91cf\u6a21\u578b\u5916\u7684\u53c2\u6570\u5c06\u4f7f\u7528\u6b63\u6001\u5206\u5e03\u968f\u673a\u521d\u59cb\u5316":135,"\u9664\u96f6\u7b49\u95ee\u9898":91,"\u968f\u540e\u53ef\u4ee5\u7528\u8fd9\u4e2a\u5f00\u53d1\u955c\u50cf\u5f00\u59cbbuild":106,"\u968f\u673a\u6570\u7684\u79cd\u5b50":125,"\u968f\u673a\u6570seed":124,"\u9694\u5f00":[116,136],"\u96c6\u6210\u5230":56,"\u96c6\u6210\u5230paddlepaddl":57,"\u96c6\u675f\u641c\u7d22\u4f7f\u7528\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u7684\u65b9\u5f0f\u6784\u5efa\u67e5\u627e\u6811":125,"\u96c6\u7fa4\u4e0a\u542f\u52a8\u4e00\u4e2a\u5355\u673a\u4f7f\u7528cpu\u7684paddlepaddle\u8bad\u7ec3\u4f5c\u4e1a":119,"\u96c6\u7fa4\u4e2d\u7684\u6bcf\u53f0\u8ba1\u7b97\u673a\u901a\u5e38\u88ab\u6210\u4e3a\u4e00\u4e2a":116,"\u96c6\u7fa4\u4efb\u52a1":117,"\u96c6\u7fa4\u4f5c\u4e1a\u5c06\u4f1a\u5728\u51e0\u79d2\u540e\u542f\u52a8":117,"\u96c6\u7fa4\u6d4b\u8bd5":124,"\u96c6\u7fa4\u7ba1\u7406\u5de5\u5177":116,"\u96c6\u7fa4\u8bad\u7ec3":124,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":90,"\u96c6\u7fa4\u8fdb\u7a0b":117,"\u9700\u52a0\u8be5\u6a21\u677f\u53c2\u6570":108,"\u9700\u5728nvvp\u754c\u9762\u4e2d\u9009\u4e0a\u624d\u80fd\u5f00\u542f":114,"\u9700\u8981":[36,105,108],"\u9700\u8981\u4e3a":108,"\u9700\u8981\u4f7f\u7528\u5176\u5236\u5b9a\u7684\u65b9\u5f0f\u6302\u8f7d\u540e\u5e76\u5bfc\u5165\u6570\u636e":120,"\u9700\u8981\u4f7f\u7528\u6700\u65b0\u7684pip":97,"\u9700\u8981\u4fdd\u6301\u5f53\u524d\u5206\u652f\u76ee\u5f55":106,"\u9700\u8981\u4fee\u6539build":80,"\u9700\u8981\u5347\u7ea7pip\u7248\u672c\u5230\u6700\u65b0":[88,97],"\u9700\u8981\u5355\u72ec":95,"\u9700\u8981\u53ef\u4ee5\u8de8\u5e73\u53f0\u6267\u884c":45,"\u9700\u8981\u540c\u6b65\u539f\u4ed3\u5e93":106,"\u9700\u8981\u542f\u52a8\u7684\u8282\u70b9\u4e2a\u6570\u4ee5\u53ca":120,"\u9700\u8981\u548c\u8be5op\u7684\u540d\u5b57\u4e00\u6837":108,"\u9700\u8981\u5728":108,"\u9700\u8981\u5728\u521b\u5efa\u5bb9\u5668\u524d\u6302\u8f7d\u5377\u4ee5\u4fbf\u6211\u4eec\u4fdd\u5b58\u8bad\u7ec3\u7ed3\u679c":119,"\u9700\u8981\u5728\u7cfb\u7edf\u91cc\u5148\u5b89\u88c5\u597ddocker\u5de5\u5177\u5305":110,"\u9700\u8981\u5728cmake\u7684\u65f6\u5019":61,"\u9700\u8981\u5728macos\u7cfb\u7edf\u4e0a\u8fdb\u884c":130,"\u9700\u8981\u5b89\u88c5graphviz\u6765\u8f6c\u6362dot\u6587\u4ef6\u4e3a\u56fe\u7247":136,"\u9700\u8981\u5c06\u5176parameter\u8bbe\u7f6e\u6210":91,"\u9700\u8981\u5c06bugfix\u7684\u5206\u652f\u540c\u65f6merge\u5230":80,"\u9700\u8981\u5f15\u7528":61,"\u9700\u8981\u5f3a\u8c03\u7684\u662f":105,"\u9700\u8981\u6267\u884c":[94,97,99],"\u9700\u8981\u6307\u5b9a\u4e0e\u67d0\u4e00\u4e2a\u8f93\u5165\u7684\u5e8f\u5217\u4fe1\u606f\u662f\u4e00\u81f4\u7684":101,"\u9700\u8981\u6307\u5b9alayer\u7684\u8f93\u5165\u6765\u6e90":98,"\u9700\u8981\u660e\u786e\u6307\u5b9a":125,"\u9700\u8981\u6709\u7a33\u5b9a\u7684\u5bfc\u51fa\u7b26\u53f7":60,"\u9700\u8981\u6839\u636e\u4e0d\u540c\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u6765\u7ed1\u5b9a\u4e00\u4e2a":120,"\u9700\u8981\u6ce8\u610f":108,"\u9700\u8981\u6ce8\u610f\u7684\u662f":[57,80,91,125],"\u9700\u8981\u6ce8\u610f\u7684\u662f\u68af\u5ea6\u68c0\u67e5\u4ec5\u4ec5\u9a8c\u8bc1\u4e86\u68af\u5ea6\u7684\u8ba1\u7b97":107,"\u9700\u8981\u6ce8\u610f\u7684\u662fpaddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5b50\u5e8f\u5217\u6570\u76ee\u4e00\u6837\u7684\u591a\u8f93\u5165\u53cc\u5c42rnn":101,"\u9700\u8981\u7528\u5230\u7684\u7f16\u8bd1\u5de5\u5177\u548c\u7cfb\u7edf\u5e93":129,"\u9700\u8981\u7528\u6237\u663e\u5f0f\u8bbe\u5b9a":92,"\u9700\u8981\u7d2f\u52a0\u4e0d\u540clayer\u4f20\u8fc7\u6765\u7684\u68af\u5ea6":57,"\u9700\u8981\u88ab\u66b4\u9732\u5230\u5176\u4ed6\u8bed\u8a00":61,"\u9700\u8981\u8bf7\u7ba1\u7406\u5458\u5b89\u88c5\u548c\u914d\u7f6e\u597d":105,"\u9700\u8981\u9075\u5faa\u4ee5\u4e0b\u7ea6\u5b9a":103,"\u9700\u8981\u91cd\u547d\u540dwheel\u5305\u4e2dplatform\u76f8\u5173\u7684\u540e\u7f00":80,"\u9700\u8981\u989d\u5916\u6ce8\u610f\u7684\u662f":109,"\u975e\u5e38\u6570":107,"\u975e\u96f6\u6570\u5b57\u7684\u4e2a\u6570":107,"\u9762\u5411\u67b6\u6784\u4e3a32\u4f4darm\u67b6\u6784":129,"\u9762\u5411\u67b6\u6784\u4e3a64\u4f4darm64\u67b6\u6784":129,"\u9879\u76ee\u5728\u52aa\u529b\u5f00\u59cb\u652f\u6301\u5176\u4ed6\u4e0d\u9700\u8981":105,"\u987a\u5e8f":101,"\u9884\u63d0\u4ea4\u94a9\u5b50":106,"\u9884\u6d4b\u6982\u7387\u53d6\u5e73\u5747":136,"\u9884\u6d4b\u7ed3\u679c\u4ee5\u6587\u672c\u7684\u5f62\u5f0f\u4fdd\u5b58\u5728":137,"\u9884\u6d4bid":137,"\u9884\u8bad\u7ec3\u6a21\u578b\u4f7f\u7528\u7684\u5b57\u5178\u7684\u8def\u5f84":135,"\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u5b57\u5178\u6a21\u578b\u7684\u8def\u5f84":135,"\u989c\u8272\u901a\u9053\u987a\u5e8f\u4e3a":136,"\u989d\u5916\u7684\u53c2\u6570":137,"\u9996\u5148":[2,101,104,107,135,136,137],"\u9996\u5148\u5728\u7cfb\u7edf\u8def\u5f84":94,"\u9996\u5148\u5b89\u88c5\u5e76\u5728\u5f53\u524d\u76ee\u5f55\u8fd0\u884c\u5b83":106,"\u9996\u5148\u5b9a\u4e49":108,"\u9996\u5148\u5bf9\u8f93\u5165\u505a\u4e00\u4e2a\u5c0f\u7684\u6270\u52a8":107,"\u9996\u5148\u6211\u4eec\u9700\u8981\u63a8\u5bfc\u8be5\u7f51\u7edc\u5c42\u7684":107,"\u9996\u5148\u6784\u9020\u5934\u4fe1\u606f":93,"\u9996\u5148\u901a\u8fc7":106,"\u9996\u5148\u9700\u8981\u52a0\u8f7d\u76f8\u5e94\u7684python\u5e93":98,"\u9a71\u52a8":110,"\u9ad8\u4eae\u90e8\u5206":101,"\u9ad8\u5ea6\u652f\u6301\u7075\u6d3b\u548c\u9ad8\u6548\u7684\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u914d\u7f6e":104,"\u9ad8\u65af\u5206\u5e03":93,"\u9ed8\u8ba4":[2,125],"\u9ed8\u8ba40":116,"\u9ed8\u8ba41":116,"\u9ed8\u8ba4127":116,"\u9ed8\u8ba4256k":45,"\u9ed8\u8ba47164":116,"\u9ed8\u8ba4\u4e00\u4e2apass\u4fdd\u5b58\u4e00\u6b21\u6a21\u578b":137,"\u9ed8\u8ba4\u4e0d\u663e\u793a":125,"\u9ed8\u8ba4\u4e0d\u8bbe\u7f6e":103,"\u9ed8\u8ba4\u4e3a0":[125,127],"\u9ed8\u8ba4\u4e3a1":[2,127],"\u9ed8\u8ba4\u4e3a100":127,"\u9ed8\u8ba4\u4e3a4096mb":125,"\u9ed8\u8ba4\u4e3a\u7b2c\u4e00\u4e2a\u8f93\u5165":103,"\u9ed8\u8ba4\u4e3anull":125,"\u9ed8\u8ba4\u4f1a\u5c06a\u548cb":91,"\u9ed8\u8ba4\u4f7f\u7528concurrentremoteparameterupdat":125,"\u9ed8\u8ba4\u4f7f\u7528mkl":94,"\u9ed8\u8ba4\u503c":[94,100,127,130],"\u9ed8\u8ba4\u503c\u4e3a":[129,130,131],"\u9ed8\u8ba4\u503c\u4e3a\u73af\u5883\u53d8\u91cf":130,"\u9ed8\u8ba4\u521d\u59cb\u72b6\u4e3a0":103,"\u9ed8\u8ba4\u60c5\u51b5\u4e0b":[93,117],"\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6309\u7167float\u7cbe\u5ea6\u8ba1\u7b97":93,"\u9ed8\u8ba4\u6307\u5b9a\u7b2c\u4e00\u4e2a\u8f93\u5165":101,"\u9ed8\u8ba4\u662f\u4f7f\u7528mkl\u7684\u955c\u50cf":95,"\u9ed8\u8ba4\u6ca1\u6709\u5b89\u88c5vim":95,"\u9ed8\u8ba4\u7684paddlepaddle\u751f\u4ea7\u73af\u5883\u955c\u50cf":119,"\u9ed8\u8ba4\u7f16\u8bd1\u6240\u6709\u67b6\u6784":130,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a":56,"\u9ed8\u8ba4\u8bbe\u7f6e\u4e3a\u771f":127,"\u9ed8\u8ba4\u8bbe\u7f6e\u6210\u73af\u5883\u53d8\u91cf":[129,131],"\u9ed8\u8ba4\u8c03\u7528":105,"\u9ed8\u8ba4fals":116,"abi\u7684paddlepaddle\u5e93":129,"abstract":[44,48,67,79,81],"adamax\u7b49":137,"amazon\u7535\u5b50\u4ea7\u54c1\u8bc4\u8bba\u6570\u636e":137,"android\u5b98\u65b9\u63d0\u4f9b\u7684":129,"android\u5e73\u53f0\u4e0a\u4f7f\u7528\u7684c":129,"android\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":129,"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":132,"android\u7684docker\u5f00\u53d1\u955c\u50cf\u5411\u7528\u6237\u63d0\u4f9b\u4e24\u4e2a\u53ef\u914d\u7f6e\u7684\u53c2\u6570":129,"api\u4e0d\u5c0f\u4e8e21":129,"api\u4e2d\u4f7f\u7528":60,"api\u5b8c\u6210\u5206\u5e03\u5f0f\u8bad\u7ec3":116,"api\u5bf9\u6bd4\u4ecb\u7ecd":102,"api\u5bfc\u51fa\u7684\u52a8\u6001\u5e93":61,"api\u5bfc\u51fa\u7684\u9759\u6001\u5e93":61,"api\u5e93\u5c06\u88ab\u5b89\u88c5\u5230":129,"api\u5f00\u53d1\u5305\u5e76\u5b89\u88c5":97,"api\u63a5\u53d7\u7684\u7c7b\u578b\u5168\u662f":61,"api\u63a5\u53e3":45,"api\u63a5\u53e3\u751f\u6210":108,"api\u63a5\u53e3\u7684\u53c2\u6570\u8f6c\u53d1\u7ed9":61,"api\u63a5\u53e3\u7684\u751f\u6210":108,"api\u6587\u6863":[129,130],"api\u65f6":61,"api\u65f6\u6240\u552f\u4e00\u9700\u8981\u5f15\u5165\u7684\u5934\u6587\u4ef6":61,"api\u662f\u591a\u8bed\u8a00api\u7684\u57fa\u7840\u90e8\u5206":61,"api\u66b4\u9732\u7684\u7c7b\u578b":61,"api\u6765\u9884\u6d4b":[129,130],"api\u751f\u6210\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u4f1a\u88ab\u5b89\u88c5\u5230":61,"api\u7684\u5934\u6587\u4ef6":[129,130,131],"api\u7684\u5b9e\u4f8b":61,"api\u7684\u5b9e\u73b0\u7ec6\u8282":61,"api\u7684\u63a5\u53e3":61,"api\u7684\u65f6\u5019\u63a8\u8350paddle\u4e0d\u5d4c\u5165python\u89e3\u91ca\u5668":61,"api\u7684\u7f16\u8bd1\u9009\u9879\u9ed8\u8ba4\u5173\u95ed":61,"api\u76ee\u5f55\u7ed3\u6784\u5982\u4e0a\u56fe\u8868\u6240\u793a":61,"api\u7ea7\u522b":129,"api\u7ea7\u522b\u4e0d\u5c0f\u4e8e21":129,"api\u7ea7\u522b\u4e3a21":129,"api\u83b7\u5f97\u4e86\u795e\u7ecf\u7f51\u7edc\u7684\u53c2\u6570\u5b9e\u4f8b":61,"api\u9759\u6001\u5e93":130,"api\u9884\u6d4b\u5e93":130,"apis\u505a\u4e86\u5c01\u88c5":56,"app\u4e2d":[129,130],"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":130,"async_sgd\u8fdb\u884c\u8bad\u7ec3\u65f6":93,"avx\u662f\u4e00\u79cdcpu\u6307\u4ee4\u96c6":95,"avx\u7248\u672c":95,"avx\u7684\u955c\u50cf":95,"aws\u4e0a\u8fd0\u884ckubernetes\u96c6\u7fa4\u8bad\u7ec3":116,"batch\u4e2d\u5305\u542b":91,"batches\u4e2a\u6279\u6b21\u4fdd\u5b58\u4e00\u6b21\u53c2\u6570":125,"batches\u6b21":125,"block\u6784\u6210\u4e00\u4e2amodel":35,"book\u4e00\u5b9a\u662f\u60a8\u6700\u597d\u7684\u9009\u62e9":95,"book\u4e2d\u6240\u6709\u7ae0\u8282\u529f\u80fd\u7684\u6b63\u786e\u6027":80,"book\u662f\u4e3a\u7528\u6237\u548c\u5f00\u53d1\u8005\u5236\u4f5c\u7684\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u7684jupyt":95,"book\u7684":98,"book\u7684docker\u955c\u50cf":95,"bool\u578b\u53c2\u6570":2,"boolean":[21,44,46,53,60],"break":[13,33,86],"bugfix\u5206\u652f\u4e5f\u662f\u5728\u5f00\u53d1\u8005\u81ea\u5df1\u7684fork\u7248\u672c\u5e93\u7ef4\u62a4":80,"bugfix\u5206\u652f\u9700\u8981\u5206\u522b\u7ed9\u4e3b\u7248\u672c\u5e93\u7684":80,"byte":[13,15,45,59,93],"c99\u662f\u76ee\u524dc\u6700\u5e7f\u6cdb\u7684\u4f7f\u7528\u6807\u51c6":60,"c\u6709\u6807\u51c6\u7684abi":60,"c\u8bed\u8a00\u662f\u6709\u5bfc\u51fa\u7b26\u53f7\u7684\u6807\u51c6\u7684":60,"case":[8,20,21,37,44,48,61,67,70,72,73,77,114,118,133],"cc\u4e2d\u7684":109,"cells\u7b49":92,"char":39,"class":[5,6,7,8,9,10,11,13,14,18,20,21,23,26,28,29,32,43,47,48,49,51,52,54,60,64,65,69,73,77,78,79,81,82,83,84,86,93,107,108,109,115],"cmake\u4e2d\u5c06":114,"cmake\u5b98\u65b9\u5bf9android\u5e73\u53f0\u7684\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u901a\u7528\u7684\u652f\u6301":129,"cmake\u627e\u5230\u7684python\u5e93\u548cpython\u89e3\u91ca\u5668\u7248\u672c\u53ef\u80fd\u6709\u4e0d\u4e00\u81f4\u73b0\u8c61":88,"cmake\u7cfb\u7edf\u5bf9\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u652f\u6301":129,"cmake\u7f16\u8bd1\u65f6":94,"cmake\u7f16\u8bd1\u7684\u76ee\u6807\u5e73\u53f0":[129,130,131],"cmake\u914d\u7f6e\u4e2d\u5c06":114,"cmake\u914d\u7f6e\u5b8c\u6210\u540e":[129,130,131],"compute\u51fd\u6570":56,"const":[32,37,39,47,54,55,68,70,78,81,83,84,85,86,107,108,109],"container\u4e2d":119,"core\u4e2d\u7684\u6a21\u578b\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u53c2\u6570":61,"core\u4e2d\u8fd9\u4e00\u7c7b\u578b\u63a5\u53e3\u7684\u667a\u80fd\u6307\u9488":61,"core\u662f\u5426\u8fd8\u5728\u4f7f\u7528\u8fd9\u4e2a\u5b9e\u4f8b":61,"core\u6982\u5ff5":61,"cost\u63a5\u6536y_predict\u4e0ey\u4f5c\u4e3a\u8f93\u5165":98,"cost\u8fd8\u5927\u4e8e\u8fd9\u4e2a\u6570":93,"count\u4e2agpu\u4e0a\u4f7f\u7528\u6570\u636e\u5e76\u884c\u6765\u8ba1\u7b97\u67d0\u4e00\u5c42":127,"count\u548cgpu":127,"cuda\u5171\u4eabkernel\u5b9e\u73b0\u5728":108,"cuda\u5b9e\u73b0\u5171\u4eab\u540c\u4e00\u4e2a":108,"cuda\u5b9e\u73b0\u5728":108,"cuda\u5e93":125,"cuda\u7684\u4ee3\u7801\u53ef\u4ee5\u590d\u7528":108,"cudnn\u5e93":[94,125],"cumtime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":113,"data\u5230\u5206\u5e03\u5f0f\u5b58\u50a8\u8865\u5145\u8bad\u7ec3\u6570\u636e":36,"data\u63a5\u53e3\u5206\u914d\u5b9e\u9645\u7684\u5185\u5b58":109,"data\u76ee\u5f55\u4e2d\u5b58\u653e\u5207\u5206\u597d\u7684\u6570\u636e":120,"dataprovider\u5171\u8fd4\u56de\u4e24\u4e2a\u6570\u636e":101,"dataprovider\u5171\u8fd4\u56de\u4e24\u7ec4\u6570\u636e":101,"dataprovider\u662fpaddlepaddle\u8d1f\u8d23\u63d0\u4f9b\u6570\u636e\u7684\u6a21\u5757":1,"dataprovider\u7684\u4ecb\u7ecd":[3,137],"dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":91,"deb\u5305":80,"deb\u5305\u7f16\u8bd1\u95ee\u9898":80,"decoder\u5faa\u73af\u5c55\u5f00\u7684\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u4f1a\u5f15\u7528\u5168\u90e8\u7ed3\u679c":103,"decoder\u63a5\u53d7\u4e24\u4e2a\u8f93\u5165":103,"decoder\u6bcf\u6b21\u9884\u6d4b\u4ea7\u751f\u4e0b\u4e00\u4e2a\u6700\u53ef\u80fd\u7684\u8bcd\u8bed":103,"decoer\u67b6\u6784":103,"default":[6,7,8,9,10,11,13,14,15,18,21,25,28,29,32,33,50,54,59,62,63,70,71,81,82,83,87,112,118,119,120,127,129,133],"demo\u9884\u6d4b\u8f93\u51fa\u5982\u4e0b":4,"device\u5c31\u80fd\u62ff\u5230\u6b63\u786e\u7684\u6570\u636e":57,"dictionary\u662f\u4ece\u7f51\u7edc\u914d\u7f6e\u4e2d\u4f20\u5165\u7684dict\u5bf9\u8c61":2,"dist\u76ee\u5f55\u4e0b\u751f\u6210\u8f93\u51fa\u7684whl\u5305":94,"distributed\u5206\u5e03\u5f0f":116,"dnn\u4e09\u8005\u5173\u7cfb\u5982\u4e0b\u8868":57,"dnn\u4e2d\u7684":57,"dnn\u4e2d\u7684\u6392\u5217\u65b9\u5f0f\u4e0d\u6b62\u8fd9\u4e00\u79cd":57,"dnn\u4f1a\u4f5c\u4e3a\u7b2c\u4e09\u65b9\u5e93\u96c6\u6210\u8fdbpaddlepaddl":57,"dnn\u4f1a\u7528\u5230":57,"dnn\u5171\u540c\u4f7f\u7528":57,"dnn\u524d\u540e\u7684cnn\u7f51\u7edc\u6027\u80fd":57,"dnn\u5728\u53d1\u5e03":57,"dnn\u5b9e\u73b0":57,"dnn\u5e0c\u671b\u7684\u683c\u5f0f":57,"dnn\u6570\u5b66\u5e93":94,"dnn\u6570\u636e\u7684\u4e0d\u540c\u683c\u5f0f\u4ee5\u53ca\u76f8\u4e92\u4e4b\u95f4\u7684\u8f6c\u6362":57,"dnn\u7684":57,"dnn\u7684\u5e93\u76ee\u524d\u53ea\u6709\u52a8\u6001\u5e93":57,"dnn\u7684\u6027\u80fd":57,"dnn\u7684\u60c5\u51b5\u4e0b":57,"dnn\u7684\u64cd\u4f5c\u90fd\u662f\u76f4\u63a5\u8986\u76d6\u7684\u5f62\u5f0f":57,"dnn\u7684\u6d4b\u8bd5":57,"dnn\u7684\u73af\u5883\u4e0b":57,"dnn\u7684\u76f8\u5173\u529f\u80fd":57,"dnn\u7684\u7ed3\u679c":57,"dnn\u7684\u9ad8\u6027\u80fd\u683c\u5f0f\u4e0epaddlepaddle\u539f\u6709\u7684":57,"dnn\u7684layer":57,"dnn\u7684layers\u90fd\u4f1a\u7ee7\u627f\u4e8e":57,"docker\u5b89\u88c5\u65b9\u5f0f\u53ef\u4ee5\u8fdb\u5165docker\u5bb9\u5668\u6267\u884c":116,"docker\u5b89\u88c5\u8bf7\u53c2\u8003":110,"docker\u5b89\u88c5\u8bf7\u53c2\u8003docker\u7684\u5b98\u7f51":110,"docker\u5b98\u7f51":95,"docker\u5bb9\u5668\u4e2d\u5c06\u9ed8\u8ba4\u4f7f\u7528":129,"docker\u7684\u5b98\u7f51":110,"docker\u7f16\u8bd1\u73af\u5883\u955c\u50cf\u5b8c\u6210\u7f16\u8bd1":94,"docker\u80fd\u5728\u6240\u6709\u4e3b\u8981\u64cd\u4f5c\u7cfb\u7edf":129,"docker\u955c\u50cf":95,"docker\u955c\u50cf\u4e3a\u4e86\u51cf\u5c0f\u4f53\u79ef":95,"docker\u955c\u50cf\u9ed8\u8ba4":95,"dockerhub\u7f51\u7ad9":95,"double\u7c7b\u578b\u65f6\u4e3a8":93,"dropout\u7684\u6bd4\u4f8b":107,"eigenscalar\u7684\u8f6c\u6362":109,"elec\u6d4b\u8bd5\u96c6":137,"embedding\u6a21\u578b\u9700\u8981\u7a0d\u5fae\u6539\u53d8\u63d0\u4f9b\u6570\u636e\u7684python\u811a\u672c":137,"encode\u6210\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":101,"encoder\u548cdecoder\u53ef\u4ee5\u662f\u80fd\u591f\u5904\u7406\u5e8f\u5217\u7684\u4efb\u610f\u795e\u7ecf\u7f51\u7edc\u5355\u5143":103,"encoder\u8f93\u51fa":103,"entropy\u4f5c\u4e3acost":93,"enum":[37,39,62,69,82,83,87],"export":[48,52,88,95,110,116],"f\u4ee3\u8868\u4e00\u4e2a\u6d6e\u70b9\u6570":[2,98],"fabric\u96c6\u7fa4":116,"false\u7684\u60c5\u51b5":2,"fc1\u548cfc2\u5c42\u5728gpu\u4e0a\u8ba1\u7b97":127,"fc3\u5c42\u4f7f\u7528cpu\u8ba1\u7b97":127,"final":[8,9,21,30,31,52,63,64,86],"flatten\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u4e2atensor\u8fdb\u884creshape\u64cd\u4f5c":109,"float":[2,6,7,8,10,13,21,47,54,83,84,85,108,109,114,136],"float\u7b49":127,"from\u65b9\u6cd5\u662f\u628apaddle\u4e2d\u7684\u4e00\u7ef4tensor\u8f6c\u4e3aeigen\u7684\u4e00\u7ef4tensor":109,"from\u662feigentensor\u6a21\u677f\u63d0\u4f9b\u7684\u4e00\u4e2a\u63a5\u53e3":109,"full\u53c2\u6570\u63d0\u4ea4":89,"function":[8,9,13,21,26,29,31,32,34,38,39,40,42,43,47,48,51,54,58,63,64,67,68,69,70,72,73,75,77,78,79,81,83,85,86,104,112,113,133],"function\u4f7f\u7528":92,"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":106,"github\u9996\u9875":106,"glibc\u81f3\u5c11\u5305\u542bglibc_2":97,"golang\u53ef\u4ee5\u4f7f\u7528":60,"golang\u7684":60,"google\u5f00\u6e90\u7684\u5bb9\u5668\u96c6\u7fa4\u7684\u8c03\u5ea6\u6846\u67b6":116,"gpu\u4e8c\u8fdb\u5236\u6587\u4ef6":94,"gpu\u5219\u8fd8\u9700\u8981\u9ad8\u5e76\u884c\u6027":114,"gpu\u53cc\u7f13\u5b58":2,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":111,"gpu\u6267\u884c":109,"gpu\u6838\u5728\u8bad\u7ec3\u914d\u7f6e\u4e2d\u6307\u5b9a":125,"gpu\u7684docker\u955c\u50cf\u7684\u65f6\u5019":88,"group\u6559\u7a0b":102,"group\u7684\u5b9e\u73b0\u65b9\u5f0f":92,"gru\u6216lstm":104,"gru\u6a21\u578b":137,"gru\u6a21\u578b\u914d\u7f6e":137,"h\u5e76\u4e0d\u56f0\u96be":60,"html\u5373\u53ef\u8bbf\u95ee\u672c\u5730\u6587\u6863":110,"i\u4ee3\u8868\u4e00\u4e2a\u6574\u6570":[2,98],"id\u4e3a0\u7684\u6982\u7387":137,"id\u4e3a1\u7684\u6982\u7387":137,"id\u6307\u5b9a\u4f7f\u7528\u54ea\u4e2agpu\u6838":125,"id\u6307\u5b9a\u7684gpu":127,"id\u65e0\u6548":125,"image\u91cc":119,"images\u6570\u636e\u96c6\u4e0a\u4f20\u5230\u4e91\u7aef\u7684":36,"imikolov\u6570\u636e\u96c6":116,"import":[2,4,7,8,29,32,33,50,52,53,58,63,64,69,75,81,97,98,99,108,116,118,135,136],"infer\u63a5\u53e3\u7684\u8fd4\u56de\u503c\u662f\u4e00\u4e2apython":91,"ingress\u9700\u8981\u628apfsclient\u7684\u8eab\u4efd\u4fe1\u606f\u4f20\u7ed9pfsserv":45,"init_hook\u53ef\u4ee5\u4f20\u5165\u4e00\u4e2a\u51fd\u6570":2,"instance\u4e0e\u751f\u6210\u6570\u636e\u96c6\u65f6":36,"instance\u5305\u6db5\u4e24\u4e2a\u503c":36,"instance\u662f\u4e00\u6a21\u4e00\u6837\u7684":36,"int":[2,6,7,8,9,13,14,15,21,31,32,37,38,39,42,53,54,56,57,58,60,61,69,71,72,74,82,83,84,86,87,101,107,109,116,127],"interface\u6587\u4ef6\u7684\u5199\u6cd5\u975e\u5e38":60,"ios\u5e73\u53f0\u53ef\u9009\u914d\u7f6e\u53c2\u6570":130,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":132,"ip\u548c\u4efb\u52a1\u8282\u70b9\u4e2a\u6570\u7b49":116,"issue\u7f16\u53f7":106,"job\u662f\u672c\u6b21\u8bad\u7ec3\u5bf9\u5e94\u7684job":120,"job\u7684\u540d\u5b57":120,"kernel\u5b9e\u73b0":108,"kernel\u6ce8\u518ccpu\u5b9e\u73b0\u5728":108,"kernel\u7684\u5b9e\u73b0\u57fa\u4e8eeigen":108,"kubernetes\u4e3a\u8fd9\u6b21\u8bad\u7ec3\u521b\u5efa\u4e863\u4e2apod\u5e76\u4e14\u8c03\u5ea6\u5230\u4e863\u4e2anode\u4e0a\u8fd0\u884c":120,"kubernetes\u5355\u673a":116,"kubernetes\u53ef\u4ee5\u901a\u8fc7yaml\u6587\u4ef6\u6765\u521b\u5efa\u76f8\u5173\u5bf9\u8c61":120,"kubernetes\u5c31\u4f1a\u521b\u5efa3\u4e2apod\u4f5c\u4e3apaddlepaddle\u8282\u70b9\u7136\u540e\u62c9\u53d6\u955c\u50cf":120,"kubernetes\u6709job\u7c7b\u578b\u7684\u8d44\u6e90\u6765\u652f\u6301":119,"label\u662f\u539f\u59cb\u6570\u636e\u4e2d\u5bf9\u4e8e\u6bcf\u4e00\u53e5\u8bdd\u7684\u5206\u7c7b\u6807\u7b7e":101,"labels\u662f\u6bcf\u7ec4\u5185\u6bcf\u4e2a\u53e5\u5b50\u7684\u6807\u7b7e":101,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"layer1\u5fc5\u987b\u662f\u4e00\u4e2a\u5355\u5c42\u5e8f\u5217":100,"layer\u4f5c\u4e3a\u4e00\u4e2a\u6574\u4f53\u6765\u5b9e\u73b0":92,"layer\u62ff\u5230\u7684\u7528\u6237\u8f93\u5165":103,"layer\u65f6":[57,92],"layer\u662f\u6211\u4eec\u7684\u79ef\u6728":98,"layer\u7684\u540e\u9762\u63a5\u6709cpu":57,"layer\u7c7b\u53ef\u4ee5\u81ea\u52a8\u8ba1\u7b97\u4e0a\u9762\u7684\u5bfc\u6570":107,"layer\u8ba1\u7b97\u7684\u8f93\u51fa":92,"linux\u4e2d":95,"list\u4e2d\u7684\u6bcf\u4e00\u884c\u90fd\u4f20\u9012\u7ed9process\u51fd\u6570":2,"list\u4f5c\u4e3a\u68c0\u67e5\u5217\u8868":80,"list\u5199\u5165\u90a3\u4e2a\u6587\u672c\u6587\u4ef6\u7684\u5730\u5740":2,"list\u548ctest":1,"list\u5982\u4e0b\u6240\u793a":127,"list\u5b58\u653e\u5728\u672c\u5730":1,"list\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b\u5217\u8868":127,"long":[8,9,13,48],"lstm\u6a21\u578b":137,"lstm\u6a21\u578b\u914d\u7f6e":137,"memory\u4e0d\u80fd\u72ec\u7acb\u5b58\u5728":103,"memory\u4e5f\u53ef\u4ee5\u5177\u6709":104,"memory\u4e5f\u53ef\u4ee5\u662f\u5e8f\u5217":104,"memory\u53ea\u80fd\u5728":103,"memory\u53ef\u4ee5\u7f13\u5b58\u4e0a\u4e00\u4e2a\u65f6\u523b\u67d0\u4e00\u4e2a\u795e\u7ecf\u5143\u7684\u8f93\u51fa":101,"memory\u6307\u5411\u4e00\u4e2alay":103,"memory\u662f\u5728\u5355\u6b65\u51fd\u6570\u4e2d\u5faa\u73af\u4f7f\u7528\u7684\u72b6\u6001":104,"memory\u662fpaddlepaddle\u5b9e\u73b0rnn\u65f6\u5019\u4f7f\u7528\u7684\u4e00\u4e2a\u6982\u5ff5":101,"memory\u7684":104,"memory\u7684\u521d\u59cb\u72b6\u6001":103,"memory\u7684\u65f6\u95f4\u5e8f\u5217\u957f\u5ea6\u4e00\u81f4\u7684\u60c5\u51b5":101,"memory\u7684\u66f4\u591a\u8ba8\u8bba\u8bf7\u53c2\u8003\u8bba\u6587":103,"memory\u7684\u8f93\u51fa\u5b9a\u4e49\u5728":104,"memory\u7684i":103,"memory\u9ed8\u8ba4\u521d\u59cb\u5316\u4e3a0":103,"mkl\u5e93\u7684":56,"mklml\u4ee5\u53camkl":57,"mklml\u53ef\u4ee5\u4e0emkl":57,"mklml\u7684\u5e93\u76ee\u524d\u90fd\u662f\u52a8\u6001\u5e93":57,"mnist\u662f\u4e00\u4e2a\u5305\u542b\u670970":2,"mode\u4e0b\u7684\u7ed3\u679c":56,"model\u505a\u5206\u652f\u7ba1\u7406":80,"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":120,"ndarray\u7c7b\u578b\u7684\u503c\u548c\u6574\u578b\u7684\u503c":36,"ndk\u4e2d\u5305\u542b\u4e86\u6240\u6709android":129,"new":[8,13,30,31,32,33,34,37,38,39,40,41,47,48,56,58,62,64,67,71,72,73,76,77,79,83,86,106,107,118,133],"normalization\u5c42":136,"normalization\u5c42\u7684\u53c2\u6570":136,"note\u7684\u4e66\u5199":80,"null":[52,107,125],"num\u51b3\u5b9a\u603b\u7aef\u53e3\u4e2a\u6570":116,"num_gradient_servers\u53c2\u6570":120,"num_samples_processed\u4e3a\u5df2\u8bad\u7ec3\u6837\u672c\u6570":93,"only\u7684\u4e8c\u8fdb\u5236":94,"op\u4e0d\u9700\u8981\u5b9a\u4e49opprotomak":108,"op\u5355\u5143\u6d4b\u8bd5\u7ee7\u627f\u81ea":108,"op\u5b9a\u4e49":108,"op\u6709\u8ba1\u7b97\u51fd\u6570":108,"op\u6ce8\u518c\u5b9e\u73b0\u5728":108,"op\u7684\u4fe1\u606f":57,"op\u8ba1\u7b97\u51fd\u6570\u7684\u57fa\u7c7b":108,"openmp\u7528\u4e8e\u63d0\u9ad8mklml\u7684\u6027\u80fd":57,"openmpi\u96c6\u7fa4":116,"opprotomake\u5b9a\u4e49":108,"org\u5de5\u5177\u7684\u8be6\u7ec6\u4fe1\u606f":110,"org\u76ee\u524d\u9075\u5faa":80,"outer_mem\u662f\u4e00\u4e2a\u5b50\u53e5\u7684\u6700\u540e\u4e00\u4e2a\u5411\u91cf":101,"output\u53ef\u4ee5\u662f\u4efb\u610f\u7ef4\u5ea6\u7684tensor":109,"output\u6587\u4ef6\u5939\u5b58\u653e\u8bad\u7ec3\u7ed3\u679c\u4e0e\u65e5\u5fd7":120,"output\u7684\u539f\u6709shape\u4fe1\u606f\u4e0d\u53d8":109,"packages\u91cc\u9762":88,"packages\u91cc\u9762\u7684python\u5305":88,"packed\u4f18\u5316\u540elayer\u7684\u6d4b\u8bd5":56,"packed\u76f8\u5173\u529f\u80fd":56,"paddepaddle\u901a\u8fc7\u7f16\u8bd1\u65f6\u6307\u5b9a\u8def\u5f84\u6765\u5b9e\u73b0\u5f15\u7528\u5404\u79cdbla":94,"paddle\u4e00\u4e2a\u52a8\u6001\u5e93\u53ef\u4ee5\u5728\u4efb\u4f55linux\u7cfb\u7edf\u4e0a\u8fd0\u884c":60,"paddle\u4e2d\u7ecf\u5e38\u4f1a\u5c06\u65f6\u95f4\u5e8f\u5217\u6210\u4e3a":101,"paddle\u4e8c\u8fdb\u5236\u5728\u8fd0\u884c\u65f6\u6355\u83b7\u4e86\u6d6e\u70b9\u6570\u5f02\u5e38":91,"paddle\u5185\u5d4c\u7684python\u89e3\u91ca\u5668\u548c\u5916\u90e8\u4f7f\u7528\u7684python\u5982\u679c\u7248\u672c\u4e0d\u540c":60,"paddle\u5185\u90e8\u7684\u7c7b\u4e3ac":60,"paddle\u7684\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0\u5305\u62ec\u4e00\u4e0b\u51e0\u4e2a\u65b9\u9762":60,"paddle\u7684\u7c7b\u578b\u5168\u90e8\u9000\u5316\u6210":61,"paddle\u7684\u94fe\u63a5\u65b9\u5f0f\u6bd4\u8f83\u590d\u6742":60,"paddle\u7684c":61,"paddle\u8bad\u7ec3\u4efb\u52a1":36,"paddle\u8def\u5f84\u4e0b":61,"paddle\u9700\u8981\u4e00\u4e2a\u591a\u8bed\u8a00\u63a5\u53e3":60,"paddle\u9700\u8981\u66b4\u9732\u7684api\u5f88\u591a":61,"paddle\u9759\u6001\u5e93\u94fe\u63a5\u590d\u6742":60,"paddle_\u7c7b\u578b\u540d":61,"paddle_\u7c7b\u578b\u540d_\u51fd\u6570\u540d":61,"paddlepaddle\u4e2d":[100,103],"paddlepaddle\u4e2d\u7684\u8bb8\u591alayer\u5e76\u4e0d\u5728\u610f\u8f93\u5165\u662f\u5426\u662f\u65f6\u95f4\u5e8f\u5217":101,"paddlepaddle\u4e2d\u7684cudnn\u90e8\u5206\u4f7f\u7528\u7684\u4e5f\u662f":57,"paddlepaddle\u4e2d\u8fd8\u5305\u542b":92,"paddlepaddle\u4e2d\u901a\u8fc7reader\u6765\u52a0\u8f7d\u6570\u636e":98,"paddlepaddle\u4e3a\u4ea4\u53c9\u7f16\u8bd1\u63d0\u4f9b\u4e86\u5de5\u5177\u94fe\u914d\u7f6e\u6587\u6863":[129,130],"paddlepaddle\u4e3a\u6df1\u5ea6\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684api":98,"paddlepaddle\u4e3ano":95,"paddlepaddle\u4e3b\u8981\u4f7f\u7528":94,"paddlepaddle\u4f1a\u5728\u8c03\u7528\u8bfb\u53d6\u6570\u636e\u7684python\u811a\u672c\u4e4b\u524d":137,"paddlepaddle\u4f1a\u81ea\u52a8\u8bbe\u5b9a":92,"paddlepaddle\u4f7f\u7528\u540c\u6b65\u5c4f\u969c":116,"paddlepaddle\u4f7f\u7528\u5747\u503c0":93,"paddlepaddle\u4f7f\u7528avx":88,"paddlepaddle\u4f7f\u7528git":80,"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":93,"paddlepaddle\u4fdd\u5b58\u7684\u6a21\u578b\u53c2\u6570\u6587\u4ef6\u524d16\u5b57\u8282\u4e3a\u5934\u4fe1\u606f":93,"paddlepaddle\u4fdd\u7559\u6dfb\u52a0\u53c2\u6570\u7684\u6743\u529b":2,"paddlepaddle\u53d1\u5e03\u7684\u5b89\u88c5\u5305\u4f1a\u5c3d\u91cf\u5bf9\u9f50":97,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6784\u5efa\u5206\u5e03\u5f0f\u8ba1\u7b97\u4efb\u52a1":116,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528\u5e38\u7528\u7684python\u5305\u7ba1\u7406\u5de5\u5177":97,"paddlepaddle\u53ef\u4ee5\u4f7f\u7528cudnn":94,"paddlepaddle\u53ef\u4ee5\u540c\u65f6\u652f\u6301\u540c\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":116,"paddlepaddle\u53ef\u4ee5\u6267\u884c\u7528\u6237\u7684python\u811a\u672c\u7a0b\u5e8f\u6765\u8bfb\u53d6\u5404\u79cd\u683c\u5f0f\u7684\u6570\u636e\u6587\u4ef6":137,"paddlepaddle\u53ef\u4ee5\u6bd4\u8f83\u7b80\u5355\u7684\u5224\u65ad\u54ea\u4e9b\u8f93\u51fa\u662f\u5e94\u8be5\u8de8\u8d8a\u65f6\u95f4\u6b65\u7684":101,"paddlepaddle\u53ef\u4ee5\u901a\u8fc7\u8be5\u673a\u5236\u5224\u65ad\u662f\u5426\u5df2\u7ecf\u6536\u96c6\u9f50\u6240\u6709\u7684\u68af\u5ea6":107,"paddlepaddle\u5728\u5b9e\u73b0rnn\u7684\u65f6\u5019":101,"paddlepaddle\u5728\u6fc0\u6d3b\u51fd\u6570\u91cc\u5b9e\u73b0dropout":92,"paddlepaddle\u5728\u7f16\u8bd1\u65f6":94,"paddlepaddle\u5b58\u7684\u662f\u6709\u503c\u4f4d\u7f6e\u7684\u7d22\u5f15":[2,98],"paddlepaddle\u5b89\u88c5\u5305\u7531\u4e8e\u4e0d\u4ec5\u4ec5\u5305\u542b":97,"paddlepaddle\u5b9a\u4e49\u7684\u53c2\u6570":2,"paddlepaddle\u5c06\u4ee5\u8bbe\u7f6e\u53c2\u6570\u7684\u65b9\u5f0f\u6765\u8bbe\u7f6e":137,"paddlepaddle\u5c06\u4f1a\u6839\u636e":130,"paddlepaddle\u5c06\u4f1a\u81ea\u52a8\u9009\u62e9":130,"paddlepaddle\u5c06\u6839\u636e":129,"paddlepaddle\u5c06\u81ea\u52a8\u4e0b\u8f7d\u548c\u7f16\u8bd1\u6240\u6709\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":[129,130,131],"paddlepaddle\u5c06train":2,"paddlepaddle\u5e93\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":130,"paddlepaddle\u5f00\u53d1\u8fc7\u7a0b\u4f7f\u7528":80,"paddlepaddle\u63d0\u4f9b":96,"paddlepaddle\u63d0\u4f9b\u4e13\u7528\u7684":36,"paddlepaddle\u652f\u6301":94,"paddlepaddle\u652f\u6301\u4e0d\u540c\u7c7b\u578b\u7684\u8f93\u5165\u6570\u636e":98,"paddlepaddle\u652f\u6301\u4f7f\u7528pip\u5feb\u901f\u5b89\u88c5":99,"paddlepaddle\u652f\u6301\u975e\u5e38\u591a\u7684\u4f18\u5316\u7b97\u6cd5":91,"paddlepaddle\u652f\u6301sparse\u7684\u8bad\u7ec3":91,"paddlepaddle\u6587\u6863\u4f7f\u7528":110,"paddlepaddle\u662f\u6e90\u4e8e\u767e\u5ea6\u7684\u4e00\u4e2a\u6df1\u5ea6\u5b66\u4e60\u5e73\u53f0":98,"paddlepaddle\u6bcf\u6b21\u53d1\u65b0\u7684\u7248\u672c":80,"paddlepaddle\u6bcf\u6b21\u53d1\u7248\u672c\u9996\u5148\u8981\u4fdd\u8bc1paddlepaddl":80,"paddlepaddle\u7684":119,"paddlepaddle\u7684\u4e3b\u7248\u672c\u5e93\u9075\u5faa":80,"paddlepaddle\u7684\u5185\u5b58\u5360\u7528\u4e3b\u8981\u5206\u4e3a\u5982\u4e0b\u51e0\u4e2a\u65b9\u9762":91,"paddlepaddle\u7684\u53c2\u6570\u4f7f\u7528\u540d\u5b57":93,"paddlepaddle\u7684\u5404\u7248\u672c\u955c\u50cf\u53ef\u4ee5\u53c2\u8003":119,"paddlepaddle\u7684\u5b89\u88c5\u53ef\u4ee5\u53c2\u8003":116,"paddlepaddle\u7684\u5df2\u7ecf\u5b89\u88c5\u5b8c\u6210":129,"paddlepaddle\u7684\u6240\u6709layer\u90fd\u6709\u552f\u4e00\u7684nam":92,"paddlepaddle\u7684\u6570\u636e\u5305\u62ec\u56db\u79cd\u4e3b\u8981\u7c7b\u578b":2,"paddlepaddle\u7684\u6587\u6863\u5305\u62ec\u82f1\u6587\u6587\u6863":110,"paddlepaddle\u7684\u6587\u6863\u6784\u5efa\u6709\u4e09\u79cd\u65b9\u5f0f":110,"paddlepaddle\u7684\u6e90\u7801":106,"paddlepaddle\u7684\u7f16\u8bd1\u9009\u9879":94,"paddlepaddle\u7684activation\u4f1a\u76f4\u63a5\u4f7f\u7528":57,"paddlepaddle\u7684bas":107,"paddlepaddle\u7684c":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u4f1a\u81ea\u52a8\u7f16\u8bd1\u6240\u6709\u7684\u7b2c\u4e09\u65b9\u4f9d\u8d56\u5e93":130,"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":129,"paddlepaddle\u7684cmake\u7cfb\u7edf\u5c06\u6839\u636e\u8be5\u503c\u81ea\u52a8\u8bbe\u7f6e\u9700\u8981\u4f7f\u7528\u7684\u4ea4\u53c9\u7f16\u8bd1\u5668":131,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u5728\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1raspberri":131,"paddlepaddle\u7684cmake\u7cfb\u7edf\u624d\u8ba4\u4e3a\u662f\u5728\u4ea4\u53c9\u7f16\u8bd1android\u7cfb\u7edf\u7684\u7248\u672c":129,"paddlepaddle\u7684dock":119,"paddlepaddle\u76ee\u524d\u53ea\u652f\u6301\u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u4e2d":101,"paddlepaddle\u76ee\u524d\u63d0\u4f9b\u4e24\u79cd\u53c2\u6570\u521d\u59cb\u5316\u7684\u65b9\u5f0f":93,"paddlepaddle\u76ee\u524d\u652f\u63018\u79cdlearning_rate_schedul":93,"paddlepaddle\u7f16\u8bd1\u9700\u8981\u4f7f\u7528\u5230\u4e0b\u9762\u7684\u4f9d\u8d56":94,"paddlepaddle\u82e5\u68c0\u6d4b\u5230\u7528\u6237\u4f7f\u7528\u7684cmake\u7248\u672c\u4e0d\u4f4e\u4e8e3":129,"paddlepaddle\u8981\u6c42\u4f7f\u7528\u7684\u7f16\u8bd1\u5de5\u5177\u94fe\u6240\u652f\u6301\u7684android":129,"paddlepaddle\u8c03\u7528process\u51fd\u6570\u6765\u8bfb\u53d6\u6570\u636e":137,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u68af\u5ea6\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":103,"paddlepaddle\u8d1f\u8d23\u5b8c\u6210\u4fe1\u606f\u548c\u8bef\u5dee\u5728\u65f6\u95f4\u5e8f\u5217\u4e0a\u7684\u4f20\u64ad":103,"paddlepaddle\u955c\u50cf\u9700\u8981\u63d0\u4f9b":120,"paddlepaddle\u9700\u8981\u7528\u6237\u5728\u7f51\u7edc\u914d\u7f6e":1,"pass\u4e2a\u6a21\u578b\u5230\u7b2c":125,"pass\u5c06\u4e0d\u8d77\u4f5c\u7528":125,"pass\u8f6e\u5f00\u59cb\u8bad\u7ec3":125,"pass\u8f6e\u7684\u6a21\u578b\u7528\u4e8e\u6d4b\u8bd5":125,"passes\u8f6e":125,"patch\u53f7":80,"patch\u53f7\u52a0\u4e00":80,"path\u6307\u5b9a\u6d4b\u8bd5\u7684\u6a21\u578b":127,"perftools\u6765\u8fdb\u884c\u6027\u80fd\u5206\u6790":113,"period\u4e2a\u6279\u6b21\u5bf9\u6240\u6709\u6d4b\u8bd5\u6570\u636e\u8fdb\u884c\u6d4b\u8bd5":125,"period\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":125,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u53c2\u6570\u7edf\u8ba1":125,"period\u4e2a\u6279\u6b21\u8f93\u51fa\u7b26\u53f7":125,"period\u6574\u9664":125,"period\u8f6e\u4fdd\u5b58\u8bad\u7ec3\u53c2\u6570":125,"pfsclient\u9700\u8981\u548cingress\u4e4b\u95f4\u505a\u53cc\u5411\u9a8c\u8bc1":45,"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":45,"pfsserver\u63d0\u4f9brest":45,"pi\u5e73\u53f0\u4e0a\u9002\u7528\u7684paddlepaddle\u7684\u65b9\u6cd5\u548c\u6b65\u9aa4":131,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":132,"pi\u7248\u672c\u7684\u5e93":131,"pi\u7248\u672cpaddlepaddle\u5e93\u65f6":131,"pi\u7684\u914d\u7f6e\u4fe1\u606f\u5728":131,"pi\u7cfb\u7edf\u4e0a\u6765\u6784\u5efa":131,"pi\u7cfb\u7edf\u7684\u7248\u672c":131,"pip\u548cdocker\u7684\u5b89\u88c5\u65b9\u5f0f":96,"process\u51fd\u6570\u4f1a\u7528yield\u8bed\u53e5\u8f93\u51fa\u8fd9\u6761\u6570\u636e":137,"pserver\u5730\u5740\u7b49\u53c2\u6570\u4f7ftrainer\u53ef\u4ee5\u6b63\u786e\u8fde\u63a5\u5230pserv":116,"pserver\u76d1\u542c\u7684\u8d77\u59cb\u7aef\u53e3":116,"public":[14,18,32,47,49,54,78,81,83,84,86,107,108,109,118,119],"pwd\u53d8\u91cf\u4f1a\u5c55\u5f00\u4e3a\u5f53\u524d\u8def\u5f84\u7684\u7edd\u5bf9\u8def\u5f84":95,"py\u4e2d":80,"py\u7a0b\u5e8f":97,"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":[1,3,91,137],"pydataprovider\u4f7f\u7528\u7684\u662f\u5f02\u6b65\u52a0\u8f7d":91,"pypi\u4e0a\u7684package\u540d\u79f0\u4e3apaddlepaddle\u548cpaddlepaddl":80,"pypi\u5b89\u88c5\u5305\u53ef\u4ee5\u5728":97,"python\u53ef\u4ee5\u89e3\u9664\u6389\u5185\u90e8\u53d8\u91cf\u7684\u5f15\u7528":2,"python\u5b89\u88c5\u5305\u652f\u6301linux":88,"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":107,"python\u5e93yep":113,"python\u6807\u51c6\u5e93\u4e2d\u63d0\u4f9b\u4e86\u6027\u80fd\u5206\u6790\u7684\u5de5\u5177\u5305":113,"reader\u7684\u4f7f\u7528\u65b9\u5f0f\u90fd\u662f\u4e00\u81f4\u7684":36,"reader\u8f93\u51fa\u7684data":36,"recommendation\u6587\u4ef6\u5939\u5185\u5b58\u653e\u8bad\u7ec3\u6587\u4ef6":120,"release\u9875\u9762":80,"request\u524d":106,"request\u7684":106,"request\u88ab\u5408\u5e76\u540e":106,"resnet\u7684mkl":57,"return":[2,6,8,9,11,13,14,15,18,21,28,29,30,31,32,36,37,39,42,43,47,49,50,52,54,55,58,63,64,65,69,70,71,73,76,78,81,83,84,86,93,98,101,104,107,109,118,120,136],"rnn\u5373\u65f6\u95f4\u9012\u5f52\u795e\u7ecf\u7f51\u7edc":101,"rnn\u5bf9\u4e8e\u6bcf\u4e00\u4e2a\u65f6\u95f4\u6b65\u901a\u8fc7\u4e86\u4e00\u4e2alstm\u7f51\u7edc":101,"rnn\u603b\u662f\u5f15\u7528\u4e0a\u4e00\u65f6\u523b\u9884\u6d4b\u51fa\u7684\u8bcd\u7684\u8bcd\u5411\u91cf":103,"rnn\u6a21\u578b":137,"rnn\u76f8\u5173\u6a21\u578b":111,"rnn\u90e8\u5206\u4e2d":56,"rnn\u914d\u7f6e":102,"s3\u4e4b\u7c7b\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u4e4b\u4e0a":36,"search\u7684\u65b9\u6cd5":125,"sentences\u662f\u53cc\u5c42\u65f6\u95f4\u5e8f\u5217\u7684\u6570\u636e":101,"seq\u53c2\u6570\u5fc5\u987b\u4e3afals":103,"server\u4e2a\u6279\u6b21\u6253\u5370\u65e5\u5fd7\u8fdb\u5ea6":125,"server\u4e4b\u4e0a":35,"server\u4e4b\u95f4\u7684\u7f51\u7edc\u5e26\u5bbd":35,"server\u4f1a\u6682\u505c\u53c2\u6570\u66f4\u65b0\u5e76\u7b49\u5f85":35,"server\u4f1a\u83b7\u53d6parameters\u5185\u5b58\u7684":35,"server\u5185\u5b58\u4e2d\u7684\u6a21\u578b\u6570\u636e\u7684\u5b8c\u6574\u955c\u50cf":35,"server\u540c\u6b65\u7684\u4fdd\u5b58\u4e00\u4e2a\u7279\u5b9a\u65f6\u95f4\u70b9\u7684\u5168\u5c40\u68c0\u67e5\u70b9":35,"server\u5728\u96c6\u7fa4\u4e2d\u542f\u52a8\u540e":35,"server\u6545\u969c\u540e\u88abkubernetes\u91cd\u65b0\u542f\u52a8":35,"server\u6b64\u65f6\u8fd8\u9700\u8981\u901a\u8fc7\u7f51\u7edc\u8bbf\u95ee\u5206\u5e03\u5f0f\u5b58\u50a8\u4ee5\u4fdd\u5b58\u5feb\u7167":35,"server\u751f\u6210\u4e00\u4e2auuid":35,"server\u7684\u5355\u70b9\u6216\u591a\u70b9\u540c\u65f6\u6545\u969c":35,"server\u7684\u6570\u636e\u5feb\u7167":35,"server\u7684\u68c0\u67e5\u70b9\u5404\u81ea\u72ec\u7acb\u4fdd\u5b58":35,"server\u7b2c\u4e00\u6b21\u542f\u52a8\u6216\u4efb\u610f\u65f6\u95f4paramet":35,"sh\u8c03\u7528\u4e86":136,"short":[8,9,47,50,71,81,86],"simd\u6307\u4ee4\u63d0\u9ad8cpu\u6267\u884c\u6548\u7387":88,"size\u4e3a512":125,"size\u53ef\u80fd\u4f1a\u5bf9\u8bad\u7ec3\u7ed3\u679c\u4ea7\u751f\u5f71\u54cd":91,"size\u672c\u8eab\u662f\u795e\u7ecf\u7f51\u7edc\u7684\u8d85\u53c2\u6570":91,"size\u7684\u503c":2,"softmax\u5c42":135,"softmax\u6fc0\u6d3b\u7684\u8f93\u51fa\u7684\u548c\u603b\u662f1":107,"sparse\u8bad\u7ec3\u9700\u8981\u8bad\u7ec3\u7279\u5f81\u662f":91,"static":[28,39,61,81,83,118,133],"step\u51fd\u6570\u4e2d\u7684memori":103,"step\u51fd\u6570\u5185\u90e8\u53ef\u4ee5\u81ea\u7531\u7ec4\u5408paddlepaddle\u652f\u6301\u7684\u5404\u79cdlay":103,"store\u4e0b\u8f7d\u5b89\u88c5xcode\u5373\u53ef":130,"subseq\u7684\u6bcf\u4e2a\u5143\u7d20\u662f\u4e00\u4e2a0\u5c42\u5e8f\u5217":100,"super":[71,107],"swig\u652f\u6301\u7684\u8bed\u8a00\u6216\u8005\u89e3\u91ca\u5668\u6709\u5c40\u9650":60,"swig\u66b4\u9732\u7684\u63a5\u53e3\u4fdd\u7559\u4e86c":60,"swig\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u80fd\u4fdd\u8bc1\u591a\u8bed\u8a00\u4ee3\u7801\u98ce\u683c\u7684\u4e00\u81f4\u6027":60,"swig\u76f4\u63a5\u8bfb\u53d6c":60,"swig\u9700\u8981\u5199\u4e00\u4e2ainterface\u6587\u4ef6":60,"swig_paddle\u4e2d\u7684\u9884\u6d4b\u63a5\u53e3\u7684\u53c2\u6570\u662f\u81ea\u5b9a\u4e49\u7684c":4,"switch":[32,61,76,118],"tag\u4e3a":80,"tensor\u5230\u5bf9eigentensor\u7684\u8f6c\u6362":109,"tensor\u5230eigentensor":109,"tensor\u5b9a\u4e49\u5728framework\u76ee\u5f55\u4e0b":109,"tensor\u662f\u4e00\u4e2a\u6b63\u5728\u5f00\u53d1\u4e2d\u7684\u6a21\u5757":109,"tensor\u6a21\u5757\u5bf9el":109,"tensor\u6a21\u5757\u6765\u5b9e\u73b0":108,"tensor\u6a21\u5757\u7684\u6587\u6863\u8f83\u5c11":109,"tensor\u6a21\u5757\u7684\u8be6\u7ec6\u4ecb\u7ecd\u8bf7\u53c2\u8003":109,"tests\u7684paddlepaddl":106,"tflops\u4e86":114,"throw":118,"tottime\u7684\u6bcf\u6b21\u8c03\u7528\u5e73\u5747\u65f6\u95f4":113,"trainer\u542f\u52a8\u9700\u8981\u4f20\u5165\u7aef\u53e3":116,"trainer\u63a5\u6536\u4e09\u4e2a\u53c2\u6570":98,"trainer\u8282\u70b9\u4e2a\u6570":116,"trainer\u9700\u8981\u548cpserver\u4fdd\u6301\u7f51\u7edc\u8054\u901a\u4ee5\u5b8c\u6210\u8bad\u7ec3":116,"true":[6,7,8,9,10,11,13,15,20,21,28,29,31,32,37,48,53,56,65,69,70,72,80,83,86,91,93,101,104,107,118,120,127,136],"true\u8868\u793a\u53cd\u5411\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"try":[33,34,37,38,39,48,52,58,72,81,88],"type\u5b57\u6bb5\u5747\u4e0d\u5c3d\u76f8\u540c":61,"type\u6307\u5b9a\u4e3a":113,"ubuntu\u4e0b\u5b89\u88c5\u547d\u4ee4\u4e3a":113,"ubuntu\u5b89\u88c5\u5305\u7684\u529f\u80fd\u6b63\u786e\u6027":80,"unit\u5728\u4e00\u4e2a\u65f6\u95f4\u6b65\u5185\u8ba1\u7b97\u5f97\u5230\u7684\u4e2d\u95f4\u503c":92,"unsupported\u6a21\u5757":108,"update\u53c2\u6570\u65f6\u624d\u6709\u6548":125,"utf8\u7f16\u7801":135,"v1\u7248\u672c":88,"var":[31,32,49,51,53,65,69,70,71,77,81,86,110],"vector\u662frank\u4e3a1\u7684tensor":109,"void":[32,37,39,44,47,49,54,58,59,60,61,69,70,82,83,84,85,107,108,109],"w0\u548c":136,"wbias\u662f\u9700\u8981\u5b66\u4e60\u7684\u53c2\u6570":136,"wheel\u5305":80,"while":[6,13,21,32,41,48,52,55,64,67,68,72,79,81,84,120],"wise\u8ba1\u7b97\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301":109,"wmt14\u6570\u636e\u7684\u63d0\u4f9b\u6587\u4ef6\u5728":104,"words\u5373\u4e3a\u8fd9\u4e2a\u6570\u636e\u4e2d\u7684\u5355\u5c42\u65f6\u95f4\u5e8f\u5217":101,"words\u662f\u539f\u59cb\u6570\u636e\u4e2d\u7684\u6bcf\u4e00\u53e5\u8bdd":101,"x86_64\u548cmaco":88,"x\u4e0ey\u4e3a\u4e4b\u524d\u63cf\u8ff0\u7684\u8f93\u5165\u5c42":98,"x\u548cwindow":129,"y\u8868\u793a\u8f93\u5165\u6570\u636e\u662f\u4e00\u4e2a\u7ef4\u5ea6\u4e3a1\u7684\u7a20\u5bc6\u5411\u91cf":98,"yaml\u6587\u4ef6\u4e2d\u5404\u4e2a\u5b57\u6bb5\u7684\u5177\u4f53\u542b\u4e49":120,"yaml\u6587\u4ef6\u63cf\u8ff0\u4e86\u8fd9\u6b21\u8bad\u7ec3\u4f7f\u7528\u7684docker\u955c\u50cf":120,"zero\u4e09\u79cd\u64cd\u4f5c":125,AGE:[118,119],AWS:[13,36,122,123],And:[7,8,10,13,14,15,21,28,30,37,41,42,44,50,52,62,66,72,81,84,118],But:[8,9,13,21,30,31,49,55,62,81,88,133],EOS:8,For:[4,7,8,9,10,13,21,28,29,31,32,38,39,40,42,43,48,49,51,54,59,62,63,64,67,68,69,70,71,72,73,76,77,78,79,82,83,84,85,87,112,114,133],IDE:105,IDs:[14,21,41,64],IRs:73,Into:118,Its:[7,8,82,118],K8s:133,NMS:8,NOT:71,Not:[29,34,133],OPs:[73,75],One:[7,9,21,28,30,41,59,62,76,81,85],Ops:[77,79,83],PFS:45,QoS:119,Such:[54,71,86],TLS:[29,45,118],That:[8,13,66],The:[2,5,6,7,8,9,10,13,14,15,18,21,25,28,29,30,31,33,34,38,40,41,42,43,46,47,52,55,58,59,61,63,64,66,67,69,70,71,72,73,75,76,79,81,82,83,84,85,86,87,107,108,109,112,115,118,120,134,137],Their:[8,34],Then:[8,9,21,49,54,66,70,112,118],There:[7,8,14,21,28,29,32,33,34,39,41,42,46,47,48,52,62,63,64,67,68,71,73,79,81,82,84,118],These:[7,15,31,32,47,51,65,79,82,83],Use:[7,13,29,46,72,74,77,112,118],Used:[9,18,22,77,84],Using:[34,48,67,72,77,79,81],VPS:118,Will:[13,28,98],With:[8,9,48,66,69,86],YES:42,Yes:[57,95],___embedding_0__:120,___embedding_1__:120,___fc_layer_0__:118,__align__:47,__cuda_align__:47,__device__:47,__doc__:83,__file__:42,__forceinline__:47,__fp16:47,__global__:47,__gradient_machines__:28,__hadd:47,__half:47,__half_raw:47,__impl__:83,__init__:[43,50,65,71,86,107,112,113],__main__:[4,50,136],__name__:[4,50,136],__param_conf__:28,__rnn_step__:104,__square_error_cost_0__:120,__tmp_params__:28,__va_args__:78,__x:47,_addup_repetitive_outputs_:31,_append_backward_ops_:31,_append_backward_vars_:31,_binari:33,_create_global_var:71,_dtype:52,_filer:58,_filter:58,_fwd:58,_fwd_pd:58,_input:58,_librari:33,_link:9,_loss:50,_op:[52,108],_output:58,_proj:8,_recurrent_group:104,_remove_no_grad_branch_:31,_reorder_input:58,_res2_1_branch1_bn:136,_source_language_embed:[104,135],_src_input:58,_target_language_embed:[104,135],_test:33,_update_op:43,_value_index:52,a75:47,a_op:108,aaaaa:36,aaaaaaaaaaaaa:118,abbrevi:15,abc:8,abil:50,abl:[8,29,31,54,65,71,73,76,87,133],about:[9,15,32,33,42,46,63,72,73,81,83,84,112,118],abov:[2,7,8,21,29,31,32,33,34,38,47,48,49,51,58,63,64,65,66,67,69,71,73,76,83,86,112,114,118,133],abs:[9,20,30,50],abs_numerical_grad:30,acceler:[8,35,57,66,67],accept:[6,8,13,21,29,77],access:[8,9,21,29,33,38,41,42,71,73],accessmod:118,accessor:71,accord:[7,8,15,21,30,31,39,51,64,73,75,77,86],accordingli:[7,8],account:[77,133],accrodingli:37,accumul:[34,39,43,66,67],accur:[30,41],accuraci:[7,18,43],achiev:[66,67,84],acquir:48,across:[8,13,31,63],act1:52,act2:52,act:[8,9,21,22,32,52,64,71,73,76,86,91,98,99,101,104,115],act_output:83,act_typ:[52,137],action:[73,118],activ:[9,21,27,33,52,64,71,73,79,83,91,98,99,104,137],activi:9,actual:[8,37,48,50,52,58,62,67,83,84,85],actual_kernel_typ:85,actual_layout:58,adadelta:[91,137],adagrad:[23,67,82,137],adagradoptim:65,adam:[23,29,39,50,93,137],adamax:23,adamoptim:[135,137],adapt:[7,10,21,28],add:[8,9,13,20,21,23,26,28,30,31,32,33,37,41,43,47,49,53,55,65,67,70,71,73,75,77,79,81,84,88,106,109,115],add_activ:71,add_bia:71,add_depend:33,add_execut:33,add_input:[63,107],add_memori:63,add_output:63,add_scalar:[32,64,69],add_sum:71,add_test:[33,107],add_to:92,add_two:[32,63],add_unittest_without_exec:107,addattr:[83,108],addbia:107,addcom:[83,108],added:[7,8,18,21,26,28,32,47,62,66,67,75,79,106],adding:79,addinput:[83,108],addit:[8,9,31,66,77,79,86],addition:63,addmemori:58,addop:49,addoutput:108,addprimit:58,addprimitivedesc:58,addr:34,address:[34,39,73,76,133],addrow:107,addtolay:8,addtyp:83,adjust:31,admin:133,administr:[41,133],adopt:[47,50],advanc:30,advantag:[30,47,48,67,72],adversari:[50,72],affect:[8,32],affili:64,afford:38,afi:2,aforement:33,after:[8,9,14,15,31,32,33,38,39,41,44,46,47,58,66,68,71,73,74,75,106,112,118],again:[29,34,67],against:118,age:[14,120],agg_level:[8,100,101],aggreg:[43,66,118],aggregatelevel:[100,101],ago:33,alex:21,alexnet_pass1:127,alexnet_pass2:127,algo:58,algo_hrnn_demo:101,algorithm:[8,10,21,31,38,58,64,67,79,85,135],alia:21,align:[8,9,13],all:[2,6,7,8,18,20,21,28,29,31,32,33,34,37,39,41,42,44,46,48,50,51,52,55,58,59,61,62,63,64,65,66,67,69,71,73,74,76,77,83,84,88,91,103,115,118,120,133],all_output_nam:31,alloc:[6,39,42,58,84,109,115],allow:[29,39,48,67,73,79,118],allow_only_one_model_on_one_gpu:[124,125,127],allreduc:66,almost:21,along:[15,21],alpha:[33,79],alreadi:[33,34,48,58,71,73,75,81,88,118],also:[8,9,14,21,29,31,32,33,37,40,47,48,49,50,51,52,55,62,63,64,67,68,69,70,71,72,79,81,83,84,86,114,133,137],altern:112,although:[31,66],altogeth:133,alwai:[8,9,21,28,33,59,76,82,118,120],amazon:[118,119],amazonaw:118,amazonec2fullaccess:118,amazonelasticfilesystemfullaccess:118,amazonroute53domainsfullaccess:118,amazonroute53fullaccess:118,amazons3fullaccess:118,amazonvpcfullaccess:118,ambigu:72,amd64:118,amd:62,amend:106,among:[21,118],amort:66,amount:21,analysi:112,ancestor:[69,71],andd:118,android:129,android_abi:129,android_api:129,android_arm_neon:129,android_native_api_level:129,android_standalone_toolchain:129,android_toolchain:129,androideabi:129,ani:[8,9,13,21,23,29,33,34,39,41,42,44,47,48,54,59,64,66,67,71,72,73,75,76,78,79,85,118],announc:47,anoth:[8,13,28,29,31,32,42,48,58,64,71,81,83,84,85,118],anroid_arm_mod:129,ans:118,answer:[48,118],anymor:66,anyth:[13,64,72,118],anytim:50,anywai:112,apach:57,apart:21,api:[14,18,28,29,31,33,39,40,42,43,45,49,50,52,63,68,77,80,86,87,97,112,113,114,116,118,120,128,129,133,134],api_shar:33,api_test:33,api_trainer_config_helpers_lay:[104,137],apiserv:118,apivers:[118,119,120],appar:31,appear:[48,51,84],append:[2,21,28,31,43,64,71,72,101,104,116,120],append_backward:[23,31,65,112,113],append_batch_s:21,append_gradient_machin:28,append_op:[55,71],append_oper:71,appleyard:114,appli:[8,21,50,51,66,81],applic:[25,47,48,51,71,77,112,114,118,119,133],applyl1:37,approach:[8,66,67,68,73,74,75,79,133,137],appropri:73,approxim:[20,67],apt:[95,112,113],arang:21,arbitrari:[8,59,73],arch:129,architectur:47,archiv:[14,60,61],area:50,arg:[2,7,9,25,31,52,65,83,93,108,120,136,137],arg_nam:8,argpars:120,args_ext:120,argu:70,argument:[2,8,13,15,25,31,32,37,38,65,68,70,71,76,120,129],argumentpars:120,argv:136,arithmet:47,arm64:[129,130],arm64_standalone_toolchain:129,arm:[47,129,130,131],arm_soft_fp_abi:129,arm_standalone_toolchain:129,armeabi:129,armv7:[47,130],armv8:47,arn:118,around:[2,8,41,71,118,133],arrai:[4,6,8,13,15,21,28,39,51,64,69,71,72,77,86,91,93,98,108,136],arrang:86,arrow:50,articl:[48,51,106],artifact:118,artifici:20,arxiv:[9,20,50],as_row_vector:8,as_step_input:32,asgd:67,ask:[31,34,41],assert:4,assign:[7,8,31,38,47,66,74,118,133],associ:[68,78],assum:[7,8,32,58,73],assumpt:73,astyp:[72,108],asyc:34,async:[34,124],async_count:[124,125],async_lagged_grad_discard_ratio:125,async_lagged_ratio_default:[124,125],async_lagged_ratio_min:[124,125],asynchron:[34,66],atom:74,att_seq:9,attach:9,attend:9,attended_sequ:9,attenion:9,attent:[8,9],attr1:8,attr2:8,attr:[6,8,9,21,32,52,55,58,69,70,71,83,91,92,93,104,108],attr_map:83,attrdesc:69,attribu:58,attribut:[8,9,21,27,31,32,55,69,75,77,81,83,86],attributemap:108,attrproto:83,attrtyp:[69,83,108],attrvalu:83,auc:[43,124],authent:118,author:[45,118],auto:[32,37,58,60,70,74,77,81,85,86,94,107,108,109,114],autom:118,automat:[8,29,31,39,49,65,73,75,77,83,112,118],avail:[34,39,47,48,75,76,118,133],averag:[7,8,11,21,28,38],average_test_period:[124,125],avg:[100,114,137],avg_cost:115,avg_x:21,avgcost:137,avgpool:[8,137],avoid:[30,32,34,55,58,66,67,68,73,114],avx:95,awai:48,await:119,awar:[29,43,63,71,112,118],awk:121,aws:45,aws_account_id:118,awsaccountid:118,awskeymanagementservicepowerus:118,axes:21,axi:[8,21,91],axis:8,aync:75,b2t:135,b363:119,b8561f5c79193550d64fa47418a9e67ebdd71546186e840f88de5026b8097465:119,ba5f:118,back:[8,21,28,31,34,47,50,67,73],background:[7,8,79],background_id:[7,8],backpropag:[30,31],backward:[5,8,9,26,30,32,37,39,50,56,57,65,67,68,70,78,79,107,108,115],backward_first:104,backward_op:30,backwardactiv:107,baidu:[48,119],bake:73,balanc:[66,75,118],bandwidth:[47,66],bare:[119,133],barrier:116,barrierstatset:114,basci:52,base:[7,8,11,13,14,18,20,21,23,26,29,38,43,47,48,54,58,62,65,66,67,73,77,78,79,84,86,105,112,115,118],baseactiv:9,baseev:28,basematrix:107,basenam:7,basepoolingtyp:[8,9],basestr:[6,7,8,9,11,28],bash:[94,95,105,106,116,118,119,120],basic:[8,28,52,58,69,73,77,78,86],batch:[8,9,13,15,18,21,28,29,32,34,36,37,43,44,48,50,53,62,63,64,66,67,86,98,118,119,120,136,137],batch_0:136,batch_id:[28,50,98],batch_im:50,batch_images_from_tar:15,batch_label:50,batch_norm:50,batch_norm_lay:9,batch_norm_typ:8,batch_read:[36,72],batch_siz:[13,50,56,64,91,98,135,137],batch_szi:50,batch_z:50,batchnorm:[21,50],batchsiz:[8,107],bazel:33,bbbbb:36,bbox:7,bcd:8,bcebo:14,bcm2708:131,bdist_wheel:80,beacus:52,beam:[8,104],beam_gen:[8,104],beam_search:[28,64,103,104],beam_siz:[8,64,104,124,125,127],becaus:[7,8,14,29,32,33,34,39,47,64,68,71,72,79,81,82,85,86,87,101,112,118],becom:[74,75,81,84],been:[8,9,21,31,33,38,48],befor:[8,9,31,34,41,46,51,62,67,68,72,79,88,91,108,112,118,133],begin:[7,8,18,31,37,39,43,46,51,64,66],beginiter:[28,29],beginn:104,beginpass:[28,29],begintrain:29,behind:[48,86],being:[21,31,41,48,70,72,112],belong:[7,8,73,81],below:[32,34,39,47,48,59,68,72,73,75,79,86,87,118],benchmark:59,benefit:[9,41,42,64],bengio:20,besid:[8,14,62,66,73],best:[33,58],besteffort:119,beta1:[10,23],beta2:[10,23],beta:[50,136],better:[9,33,48,58,64,85,118,133],between:[7,8,15,21,28,31,33,34,39,47,48,58,61,66,68,73,75,76,78,81,118],bgr:[15,136],bi_gru:9,bi_lstm:9,bia:[8,9,21,64,71,107,136],bias:[8,21],bias_attr:[8,9,21,71,91,93,101,104],bias_initi:21,bias_param_attr:9,biases_:107,biasparameter_:107,biassiz:107,bidi:119,bidirect:[8,9],bidirectional_lstm:92,big:[75,133],bigger:34,bilinear:8,bilinear_interpol:8,bilinearfwdbwd:114,bin:[95,116,118,119,120],binari:[7,8,13,33,42,47,50,59,73,112,118],bind:[47,49,81,84],bit:[47,48],bitcod:130,black:50,blank:[8,118],block:[8,31,35,37,39,43,44,48,54,62,63,65,73,74,75,84,109],block_i:8,block_id:44,block_x:8,blockdesc:[32,51,71,77],blockdescbind:54,blockingcount:74,blueprint:64,bn_bias_attr:9,bn_layer_attr:9,bn_param_attr:9,book:[14,77,95,104,110,115,134],bool:[6,7,8,9,10,11,13,15,21,28,32,47,53,55,56,57,58,70,71,82,83,86,87,107,125,127],boost:[62,84],boot:[8,103,104,133],boot_bia:8,boot_bias_active_typ:8,boot_lay:[101,104],boot_stat:86,boot_with_const_id:8,bootstrapp:133,borrow:[50,86],bos_id:[8,104],both:[5,6,8,9,15,21,29,32,33,34,41,47,48,50,54,62,64,66,70,73,75,82,84,118],bottl:66,bottom:[28,137],bound:8,boundari:73,boundri:7,box:[8,50],brace:[32,51],brain:41,branch:[8,29,32,33,48,53,69,73,80,106],break_if:86,brief:[33,39,47,84,109],bring:48,broadcast:[21,34,66,77,133],broken:106,browser:[112,118],bsd:[66,105],bucket_nam:118,buf:37,buf_siz:13,buffer:[13,37,58,59,67,72,81,115],buffer_s:13,buffered_read:72,bufsiz:13,bug:[106,118],build:[8,14,33,42,51,52,57,67,73,79,80,83,88,94,105,106,110,112,113,116,118,120,122,123,129,130,131],build_dict:14,build_doc:110,build_model:50,built:[33,47,48,62,66,73,83,86,112,113,114,133],bunch:59,button:118,c11:60,c703c041:106,c99:61,c99e:118,cach:[47,73,91],cache_pass_in_mem:[2,91],cachetyp:[2,91],cacul:[9,43],caff:[32,48],caffe2:[32,48],caffe_poli:93,calc_batch_s:2,calcul:[7,8,9,18,21,30,31,34,39,43,47,74],call:[7,8,9,13,21,28,29,30,31,32,37,38,39,40,42,48,50,51,63,64,65,71,73,77,78,81,83,84,86,112,113,114,118,120,137],callabl:[6,8,13,14],callback:107,caller:[30,112,118],calrnn:101,can:[6,7,8,9,13,14,15,21,25,28,29,30,31,32,33,34,37,38,41,42,44,47,48,49,50,51,52,54,55,58,62,63,64,65,66,67,69,70,71,72,73,75,76,77,78,79,83,84,85,86,112,114,118,133],can_over_batch_s:2,cancel:41,candid:[8,64],candidate_activ:21,cannot:[76,77,81,86,88],cantain:52,capabl:[47,68,77],capac:[79,118],capi:60,capi_prvi:61,caption:64,captur:8,card:66,care:[9,42,72,84,133],caret:28,carpedm20:50,carri:21,cast:[47,85],cast_to_op_attr:83,cat:[13,15,95,120,121,136],categori:[8,14,34],categorig:14,categoryfil:119,caus:[34,46],caution:118,cbla:56,cc_:33,cc_binari:33,cc_test:33,cclient:40,cde:8,cdn:14,cduadevicecontext:[62,84],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:[97,133],central:79,ceph:[13,36],cephf:[36,42,45],certain:[55,62,65,81,84],certif:[29,45,88,118],cffi:60,cfg:119,cgo:60,chain:[13,31,51],challeng:[8,34,48,53,84],chanc:[29,47],chang:[8,14,33,38,42,48,58,68,69,72,78,81,106,118],changes:58,channel:[8,9,15,21,114],channel_shar:8,chapter:[63,64],chapter_data:63,chapter_out:63,check:[2,13,31,32,33,58,70,77,88,93,106,107,118,125],check_align:13,check_attr:83,check_eq:107,check_fail_continu:2,check_grad:[30,108],check_l:107,check_output:108,check_sparse_distribution_batch:[124,125],check_sparse_distribution_in_pserv:[124,125],check_sparse_distribution_ratio:[124,125],check_sparse_distribution_unbalance_degre:[124,125],checker:77,checkgrad:125,checkgrad_ep:125,checkmark:133,checkout:106,checkpoint:[70,75],checksum:45,child:32,chip:48,chmod:118,choic:[33,48],choos:55,chosen:[50,62],chunk:[38,45],chunk_schem:7,chunktyp:7,chw:15,circl:51,circumst:84,claim:118,claimnam:[118,120],clang:[47,60,106,129],clarifi:7,clariti:64,classdim:21,classic:8,classif:[8,20,51,137],classifi:[8,50,136],classification_cost:[73,91,101,137],classification_error_evalu:[7,137],classification_evalu:7,claster:118,clean:[32,33,44,68,77,88,106],clear:[7,33,64,68,81],clearer:[68,71],clearli:[81,85],cli:118,click:[112,118],client:[37,40,77],clip:[6,9,125,137],clock:8,clone:[8,94,105,110,112,113,129,131],close:[2,72,76,106],cloud:[33,34,42,45,46,76,77,133],cloud_read:13,cludform:118,cluster:[13,28,29,32,34,39,73,76,116,117,120],cluster_test_fil:116,cluster_train:[91,117,137],cluster_train_fil:116,cluster_train_v2:[117,121],cm469:118,cmake:[61,88,94,105,106,108,110,112,114,129,130,131],cmake_build_typ:[112,129,130,131],cmake_c:[129,130],cmake_system_nam:[129,130,131],cmakefil:88,cmakelist:[33,56,57,107],cmatrix:[60,61],cname:118,cnn:[8,21,119,137],coars:49,code:[2,4,8,13,29,31,33,41,44,47,48,49,50,51,55,59,62,65,67,68,70,72,73,75,77,78,79,83,86,107,118,119],codebas:77,coded_stream:93,codedinputstream:93,coeff:8,collabor:34,collect:[8,14,28],collectbia:107,color:[15,136],colour:14,column:[7,8,21,51,72,76,112],column_evalu:7,com:[8,9,14,33,50,88,94,105,106,110,112,113,115,118,119,129,131,133,136],combin:[7,8,9,13,23,28,65,77,81],come:[43,69,73,86],comma:[25,28,39],command:[13,25,33,37,42,46,105,107,112,118,119,120,122,123,127],commandlin:[114,120],comment:[21,33,52,83,101,120],commit:[33,119],common:[15,20,23,26,36,79,84],commonli:[46,79,112],commun:[34,39,40,66,73,75,118],compani:48,compar:[30,33,77],comparison:[33,48],compat:[47,49,66],compil:[8,33,52,54,62,66,73,78,82,83,87,105,116,129,130,131],complaint:33,complet:[8,9,14,23,28,31,32,34,38,39,45,51,59,62,77,112,118,119,120,133],complex:[9,41,64,77],complic:[8,49,72,73,85,86],compon:[52,73,86],compos:[13,29,49,52,63,71,77],composenotalign:13,composit:49,compress:38,compris:31,comput:[8,9,21,25,29,30,34,44,47,48,52,59,62,65,66,67,73,75,76,78,81,84,85,87,108,109,112,115,118],computation:8,computationgraph:52,con:66,concat:[50,104],concaten:[8,9,21,50,63,86,91],concentr:77,concept:[7,29,48,49,50,52,58,63,64,67,68,69,76,81,86,87],conceptu:[44,48,50,52],concern:[29,43],concis:[50,86],conckerneltrac:25,concret:[77,84],concurr:[34,41,48,75],cond:[21,32,48,53,69],condit:[8,21,38,48,53,58,73,119],condtion:50,conf:[4,8,93,101,117,120,135,136],conf_paddle_gradient_num:[118,120],conf_paddle_n:[118,120],conf_paddle_port:[118,120],conf_paddle_ports_num:[118,120],conf_paddle_ports_num_spars:[118,120],confer:20,confid:8,confidence_threshold:8,config:[6,8,25,36,46,64,98,107,118,119,120,124,125,127,133,137],config_:[37,125],config_arg:[124,125,127,136,137],config_bas:[7,8,28],config_lay:107,config_len:39,config_pars:[4,56,57,107],config_proto:39,configprotostr:93,configur:[8,21,28,31,37,39,41,42,48,52,55,71,75,84,85,99,107,133,135,136],confirm:46,conflict:[81,106],confus:[15,50,55],conll:14,connect:[9,21,42,73,75,89,118,119,133,137],connectionist:8,consequ:[8,9],consid:[7,8,20,31,70,84,133],consider:[8,9,62],consist:[7,8,14,15,38,59,69,72,77,78,83],consol:118,consolid:32,constant:[8,20,21,52,54,55,62,76,93],constantiniti:21,constraint:[73,81],construct:[7,29,44,52,63,71,77,81,83,87],constructbackwardgraph:51,constructoptimizationgraph:51,constructor:[21,47,71,77,81,83],consum:[34,112],contact:41,contain:[2,7,8,9,11,13,14,15,21,28,29,31,32,38,44,50,52,58,59,62,68,71,76,77,78,81,82,83,86,87,105,118,119,120],containerport:118,content:[39,46,59,64,110],content_dir:110,content_len:39,context:[2,8,9,14,58,81,82,84,91,104,108,109,115],context_attr:9,context_len:[8,9,137],context_proj_layer_nam:9,context_proj_param_attr:9,context_project:9,context_start:[8,9,137],contin:118,continu:[7,31,34,59],contrast:8,contrib:79,contribut:79,contributor:77,control:[6,32,76,118,119,133],conv2d:50,conv:[9,50,58,85],conv_act:[9,22],conv_batchnorm_drop_r:[9,22],conv_bias_attr:9,conv_filter_s:[9,22],conv_fwd:58,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:[29,31,52,65,83],convent:[31,39],convers:[47,48,73],convert:[2,4,14,21,36,47,48,58,72,74,78],convlay:8,convlution2d:21,convolut:[8,9,13,21,22,50,62,71,84],convolution2d:21,convolution_algorithm_opt:58,convoper:8,convproject:8,convtranslay:8,convtransproject:8,cool:106,coordin:[34,39],copi:[28,29,38,41,46,51,63,64,66,67,86,118],core:[6,18,21,31,52,55,61,67,68,86,115],coreo:[118,133],corespond:21,corner:77,corpu:14,correct:[8,21,30,31,47,66,118],correctli:[7,13,31,47,50],corresond:47,correspend:21,correspoind:29,correspond:[8,21,26,29,31,32,33,47,52,53,58,62,63,64,71,76,77,78,79,83,84,93,112],corss_entropi:29,cortex:47,cos:[8,83],cosin:[8,21,83],cosineop:83,cosineopproto:83,cosineopprotomak:83,cost:[21,28,29,31,51,65,66,69,70,73,76,85,98,115],cost_id:8,cost_np:70,cost_val:73,could:[8,13,28,29,30,38,47,48,63,65,67,68,69,71,72,73,74,75,78,112,118],count:[7,34,42,43,70,72,114,116,119,125,127],counter:[25,34,38,51,74],cours:[7,42,62],covari:8,cover:48,cp27:97,cp27m:97,cp27mu:97,cpp:[30,37,49,56,57,60,61,68,75,77,87,93,101,107,114,120,137],cprofil:[112,113],cprofilev:[112,113],cpu:[2,6,8,30,42,47,55,62,67,68,73,76,77,79,80,84,85,105,108,109,112,114,115,119,127],cpu_avx_mkl:97,cpu_avx_openbla:97,cpu_kernel:55,cpu_per_p:76,cpu_per_train:76,cpudevicecontext:[62,84,108],cpuengin:57,cpuinfo:95,cpuplac:[55,58,62,84,108,109,115],cpusparsematrix:61,crash:[34,114],creat:[6,8,13,18,21,28,29,30,32,34,39,43,44,45,46,47,48,49,50,51,58,62,63,65,66,67,68,71,74,78,79,93,98,106,107,110,119,120,121,133],create_backward_pass:65,create_bias_paramet:107,create_block:71,create_cloud_job:76,create_doc_str:83,create_input_paramet:107,create_local_scop:44,create_oper:49,create_optimization_pass:[23,65],create_paramet:71,create_python_ops_creatation_funct:83,create_rnn:32,create_rnn_op:63,create_st:18,create_tmp_var:71,create_tmp_vari:71,create_var:71,create_whileloop:86,createfromconfigproto:4,creategradientoper:78,creatememori:58,createop:83,createoper:32,createprimitivedesc:58,createstack:118,createvari:32,creation:[49,118],creationd:118,creator:[13,14,36,77,78],creator_:78,credenti:46,crf:[84,85],critic:[50,112],crlf:106,crop:[15,84,136],crop_grad:84,crop_siz:[15,136],crope:15,cropgradkernel:84,cropkernel:84,cross:[8,21,71,93,129,130,131,137],cross_entropi:[8,29,50,76,85],cross_entropy_with_selfnorm:8,crt:45,csc:107,csr:107,csv:[25,93],ctc:7,ctc_evalu:7,ctest:[94,105,106,108],ctor:71,ctrl:[105,117],ctx:[58,108,109],cubla:62,cublas_handle_:84,cublashandle_t:84,cuda7:[97,99],cuda8:[94,95,97],cuda:[25,33,48,62,77,84,105,108,114,125],cuda_dir:[124,125],cuda_fp16:47,cuda_profil:25,cuda_so:[88,95],cuda_visible_devic:91,cudaconfigurecal:114,cudadevicecontext:[62,84,108],cudadevicegetattribut:114,cudaeventcr:114,cudaeventcreatewithflag:114,cudafre:114,cudagetdevic:114,cudagetdevicecount:114,cudagetdeviceproperti:114,cudagetlasterror:114,cudahostalloc:114,cudalaunch:114,cudamalloc:114,cudamemcpi:114,cudaplac:[62,84,85],cudaprofilerstart:114,cudaprofilerstop:114,cudaprofilestop:114,cudaruntimegetvers:114,cudasetdevic:114,cudasetupargu:114,cudastream_t:84,cudastreamcr:114,cudastreamcreatewithflag:114,cudastreamsynchron:114,cudeviceget:114,cudevicegetattribut:114,cudevicegetcount:114,cudevicegetnam:114,cudevicetotalmem:114,cudnn:[8,11,33,55,58,62,84],cudnn_batch_norm:8,cudnn_conv:8,cudnn_conv_workspace_limit_in_mb:[124,125],cudnn_convt:8,cudnn_dir:[124,125],cudnn_handle_:84,cudnn_kernel:55,cudnnavginclpadpool:8,cudnnavgpool:8,cudnndevicecontext:84,cudnnhandle_t:84,cudnnv5:94,cudrivergetvers:114,cuinit:114,cumtim:[112,113],cumul:8,cur_mem:64,curl:118,curli:[32,51],current:[2,8,21,31,32,33,34,37,39,43,48,55,62,63,64,67,68,71,75,76,81,85,86,110,118,134],current_block:[69,71],current_oper:69,current_word:[91,104],currentcost:137,currentev:137,curv:29,custom:[23,29,42,47,50,64,67,77,118],custom_batch_read:72,cut:[13,75,86],cut_lin:13,cutoff:14,cv2:15,cxx:130,cxx_compil:[129,130,131],cxx_flag:130,cxx_flags_minsizerel:129,cxxabi_1:97,cycl:34,cyclic:8,cython:60,d3e0:118,d_b0:50,d_b1:50,d_b2:50,d_block:50,d_f:50,d_g:50,d_h0:50,d_h0_bn:50,d_h0_relu:50,d_h1:50,d_h1_bn:50,d_h1_relu:50,d_h2:50,d_loss:50,d_loss_fak:50,d_loss_real:50,d_optim:50,d_step:50,d_t:50,d_w0:50,d_w1:50,d_w2:50,dalla:2,dandroid_abi:129,dandroid_arm_mod:129,dandroid_arm_neon:129,dandroid_standalone_toolchain:129,darwin:118,dash:50,dat:36,data:[2,7,14,15,18,28,29,30,32,36,37,38,43,45,47,48,50,51,52,54,55,58,59,62,63,64,65,66,67,68,69,71,75,76,77,79,81,82,83,84,85,86,87,91,98,99,101,104,109,115,116,119,120,122,124,135,136,137],data_batch:91,data_config:4,data_dir:135,data_fil:15,data_i:50,data_lay:[2,37,91,101,137],data_layout:21,data_read:[13,72],data_reader_creator_random_imag:72,data_shar:86,data_typ:[13,14,59,82,85,87,98,99,104],data_type_:[55,62,85],data_x:50,databas:14,datacent:[36,46],datacenter1:36,datacenter2:36,datacenter_1:36,datacenter_2:36,datacenter_nam:36,datadim:8,datafeed:[16,115],dataflow:52,dataprovid:[1,91,93,120,137],dataprovider_:137,dataprovider_bow:137,dataprovider_emb:137,dataproviderconvert:4,datasci:8,dataset:[21,36,42,67,72,98,99,104,112,113,116,136],dataset_nam:15,datatransformationfn:85,datatyp:[14,18,21,55,58,82,85,87],dcgan:50,dcmake_build_typ:110,dcmake_install_prefix:[129,130,131],dcmake_system_nam:[129,130,131],dcuda_arch_nam:94,dcudnn_root:94,ddim:[62,84,109],dead:34,deal:[31,133],deb:106,debug:[30,31,46,48,73,110,112,113],debug_str:52,decai:[10,23,26],decar:13,decayr:37,decent:38,decid:[29,41,50,59,67,78,79,82,134],declar:[21,32,50,63],decod:[8,9,103,104],decoder_boot:104,decoder_dim:64,decoder_group_nam:104,decoder_input:[64,91,104],decoder_mem:[64,104],decoder_prev:9,decoder_s:[91,104],decoder_st:[9,104],deconv:[8,50],deconvolut:[8,21],decor:[2,13],decrement:74,decrementcount:74,decrypt:118,deduc:77,deep:[8,20,21,31,41,44,50,51,57,77,79,84,114,136],deepspeech2:56,def:[2,4,8,13,29,30,31,36,42,43,49,50,52,55,63,64,65,71,72,83,86,91,93,98,101,104,107,108,120,136,137],def_block:50,default_block:50,default_decor:120,default_devic:127,default_main_program:[18,115],default_param_attr:71,default_st:86,default_startup_program:[18,115],default_valu:127,defaultinfervartyp:54,defect:68,defer:41,defin:[2,8,9,13,20,23,26,28,29,31,32,33,34,41,47,48,49,50,52,55,62,63,66,69,71,72,74,75,77,81,83,84,86,91,98,108,112,115,137],define_py_data_sources2:[2,93,136,137],definit:[32,34,38,44,55,69,73,78,83,86,112,115,135],definiton:49,degener:21,degre:8,delai:[67,84],delet:[42,45,106,134],deletestack:118,delimit:[7,93],deliv:133,delta:[8,30],delv:[8,20],demand:[34,84],demo:[4,8,14,77,119,122,135,136,137],dens:[8,13,39,40,82,118],dense_arrai:13,dense_vector:[2,4,13,98,99],dense_vector_sequ:13,dep:33,depend:[32,33,34,42,52,66,70,73,75,82,133],dependent_var:70,deploi:[8,133],deploy:[52,59,77,118,133],deprec:8,depth:[32,48],dequeu:75,deriv:[5,29,53,65],desc:[32,58,59,71,83,86],desc_:32,descend:[21,86],descent:[8,34,67],descproto:59,describ:[29,31,32,33,38,44,55,58,59,63,64,68,69,71,77,82,83,85,87,118,119],describestack:118,describestackev:118,describestackresourc:118,descripotor:58,descript:[7,32,33,54,57,59,62,78,82,85,87,118,120],descriptor:[58,85],deseri:[28,59,68],deserializ:77,desgin:51,design:[8,13,20,31,37,55,60,67,79,133],desir:[13,34,67,118,119],destin:[39,46],destroi:[32,44],destruct:81,det_output:7,detail:[6,7,8,9,10,21,30,31,38,42,46,48,50,52,58,59,62,63,71,73,76,79,81,84,86,87,112,118,133],detect:[54,106],detection_evalu:7,detection_output:7,determin:[8,13,21,32,62,77],dev:[77,88,95,105,106,112,113,129,133],dev_ctx:[32,58],develop:[31,33,48,54,68,71,78,80,106,112,115,130],deviat:[6,20],devic:[6,43,47,52,57,58,62,66,68,73,76,77,85,88,95,109,115,127],device_context:[58,108],devicecontext:[32,62,108],deviceid:[57,127],deviceid_:57,deviceplac:84,devid:8,dhcp:133,diagram:63,diamond:50,dic:15,dict:[2,7,14,28,31,71,76,93,101,120],dict_dim:[91,101],dict_fil:[7,101],dict_siz:[14,21,37,64],dictionari:[2,7,8,14,28,29,30,71,76,91,137],dictrionari:137,did:68,diff:106,diff_mat:30,differ:[7,8,21,28,31,32,33,34,39,41,43,44,47,48,50,52,53,58,62,64,66,67,70,73,74,75,76,78,81,85,86,112,118],differenti:49,difficult:[7,30,48],difficulti:20,dig:118,digit:8,digraph:52,dilat:[8,21,58],dilation_h:21,dilation_i:8,dilation_w:21,dim0:108,dim1:108,dim:[8,13,21,37,58,59,63,77,82,84,87,107,108,109,135],dim_:[84,109],dimens:[5,8,9,11,13,21,50,77,82,84,86,91,109],dimension:[8,21],dimes:8,dios_arch:130,dios_enable_bitcod:130,dios_platform:130,dios_use_veclib_for_bla:130,dir:[88,120,129,136],direct:[8,9,15,48,67,112],directli:[9,20,23,26,33,40,42,47,55,68,73,83,86],directori:[8,33,36,41,45,46,84,106,110,114,119,134],disabl:93,disadvantag:[67,71],discard:[13,34,38,64,106,125],discexp:93,discount:8,discov:34,discoveri:118,discret:8,discrim:50,discuss:[29,32,38,39,40,58,73],disk:59,dispatch:[68,73],displai:[42,46],dist:[80,88,94],dist_train:[29,42],distanc:[7,8],distinguish:33,distribut:[8,20,32,38,39,40,41,43,48,66,75,76,77,87,122,123,125,133],distribute_test:[124,125],disucss:29,div:21,divid:[8,10,31,43,83,87,112],diy_beam_search_prob_so:[124,125],dnn:[58,88],dns:118,do_forward_backward:72,doc:[4,13,52,63,86,108,110,116,117,120],doc_cn:110,docker:[80,88,94,95,106,110,116,118,119,120,122,123,129,133],docker_build:29,docker_clust:[117,121],docker_push:29,dockerfil:[105,106,120,129,131],document:[8,9,30,45,48,51,63,64,73,77],documentari:2,doe:[9,34,38,39,41,42,44,47,52,63,68,71,73,75,77,78,79,115],doesn:[6,8,13,29,32,72,76,112],dog:136,doing:[37,41,51,73],domain:118,don:[9,29,33,49,51,72,118],done:[7,8,9,31,33,34,38,39,54,59,67,73,74,78,79,106,112,114,118,120],dot:[8,9,108],dot_period:[120,125,127],dotmuloper:8,dotmulproject:8,doubl:[21,47,51,73,85,108,125],down:114,download:[14,33,34,37,41,45,88,119,133],doxygen:106,dozen:33,dpython_execut:88,dpython_include_dir:88,dpython_librari:88,draw:64,drive:81,drop:[8,9,21,64],drop_fc:92,drop_rat:[6,92],dropout:[6,9,92],dropout_prob:21,dropout_r:[8,92],drpi_arm_neon:131,drpi_toolchain:131,drwxr:119,dst:[39,58],dst_primitive_desc:58,dtoh:114,dtype:[4,18,21,52,71,93,115,136],due:[38,41,50,64,71,112,113],dummi:[28,38],dump:59,duplic:[21,75],durat:38,dure:[2,8,9,21,26,31,32,34,38,41,42,43,48,66,67,77,118,133],duse_eigen_for_bla:129,dwith_c_api:[61,129,130,131],dwith_doc:110,dwith_gpu:[94,110,131],dwith_mkl:110,dwith_profil:114,dwith_python:[61,131],dwith_swig_pi:[61,129,130,131],dwith_test:[94,108,130],dwith_tim:114,dynam:[2,39,61,63,72],dynamic_cast:107,dynamic_recurrent_op:86,e2e:133,each:[2,7,8,9,11,13,14,18,21,28,30,31,33,34,37,38,39,41,42,43,44,48,51,54,58,62,63,64,66,68,70,71,72,73,75,77,78,81,82,83,84,85,86,112,118,133],each_feature_vector:5,each_pixel_str:2,each_time_step_output:5,each_word:2,eager:48,earli:47,eas:[13,54],easi:[30,31,64,67,72,77,79],easier:[29,47,48,72,75,86],easili:[29,50,66,72,78,81,84],echo:[88,95],edg:[15,76],edit:[7,118],editor:71,edu:[14,118,119],eeoi3ezpr86c:118,effect:[8,28,118],effici:[8,59,72,73,84],effort:73,efg:8,efs:118,efs_dns_nam:118,efsvol:118,eigen:[47,62,67,77,79,84,108],eigen_device_:84,eigen_use_gpu:108,eigenmatrix:109,eigentensor:109,eigenvector:109,either:[8,9,13,21,28,29,50,53,54,63,67,73,79],elb:118,elbapis:118,electron:119,elem_dim:8,elememt:8,element:[7,8,9,13,15,21,28,30,38,52,64,75,76,77,108],element_typ:39,elementari:77,elementwis:21,elif:[29,83],els:[29,37,42,48,50,53,54,55,73,75,81,83,95,101,107,136],emac:105,emailweixu:33,emb1:[37,101],emb2:[37,101],emb:[91,93,101,119,137],emb_group:101,emb_para:93,emb_param_fil:93,emb_sum:91,embed:[29,32,37,54,64,75,82,86,93,104,135],embedding_lay:[37,91,101,137],embedding_nam:[8,104],embedding_s:[8,104],empir:8,emplace_back:107,emploi:[31,83],empti:[7,13,31,34,64],emul:47,enabl:[6,8,32,33,38,52,75,105,114,118],enable_grad_shar:[124,125],enable_parallel_vector:125,enableonstart:25,enc_proj:[9,104],enc_seq:9,enc_vec:104,encapsul:[39,76],encod:[9,38,64,101],encoded_proj:[9,104],encoded_sequ:[9,104],encoded_vector:104,encoder1:101,encoder1_expand:101,encoder1_rep:101,encoder2:101,encoder2_rep:101,encoder_ctx:64,encoder_ctx_expand:64,encoder_ctx_proj:64,encoder_dim:64,encoder_last:8,encoder_out_seq:64,encoder_s:104,encount:37,encourag:[44,73],encrypt:118,encrypt_decrypt:118,end2end:133,end:[7,8,28,31,32,52,64,68,72,81,104,106],end_pass:29,end_po:8,endforwardbackward:28,endian:59,endif:62,enditer:[28,29,98],endpass:[28,29,98],endpoint:[13,36,118],endtrain:29,engin:[42,57,58],english:8,enough:[31,32,55,62],enqueu:75,ensembl:9,ensur:[34,58,66,81],enter:[32,44],enterpris:77,entir:[8,9,39,41],entiti:[7,32,81],entranc:44,entri:[13,38,42,54,118],entropi:[8,21,71,137],entry_point:42,enueu:75,enumer:[5,62,93],env:[91,110,112,113,118,120],environ:[29,76,88,112,114,118,119],environmenterror:116,eol:106,eos_id:[8,104],epoch:50,epsilon:[8,10,21,23],equal:[8,9,21,34,86,101,108],equat:[7,8,9,10,21,108],equival:[29,32,48,53,83,133],error:[6,7,8,9,21,29,30,38,46,47,48,58,81,88,93,118,125,137],error_clipping_threshold:[6,91],especi:[8,9,57],essenc:29,essenti:[8,29,44,47],estim:[8,29,67,75],eta:119,etc:[7,13,21,32,43,58,66,67,72,73,81,118,133],etcd:[13,28,34,38,39,41],etcd_addr:39,etcd_endpoint:13,eth0:[118,120],euclidean:8,eval:[7,18,32,43,50,76,77,137],eval_program:[18,43],eval_result:43,evalu:[8,16,27,28,41,52,70,73,76,114,115],evaluate_difficult:7,even:[29,47,48,66,71,72],evenli:[39,118],event:[98,119],event_handl:[28,29,98],eventu:[73,86],everi:[7,8,9,13,18,29,34,38,39,41,43,51,52,54,58,62,63,66,71,75,81,83,85,98,115],everyth:[50,73,75],evid:68,evolv:48,exactli:[8,9,91,118],exampl:[7,8,9,13,14,15,21,28,32,42,43,46,48,49,50,51,52,54,58,62,63,64,68,69,71,72,75,77,78,79,82,84,85,86,112,115,118,136],example_read:13,exc_path:88,exceed:8,except:[8,14,41,48,51,86],exchang:68,exclud:8,exclude_mod:8,exclude_param:28,excluded_chunk_typ:7,exconv:8,exconvt:8,exdb:14,exe:115,execut:[8,33,34,38,42,43,44,50,52,58,66,76,78,112,118],executioncontext:[58,108,109],executor:[16,18,43,47,48,50,65,69,85,112,113,115],exist:[29,32,34,46,48,64,71,72,76,78,83,84,86,109,118],exit:[39,46,119],exp:[21,93],expand:[21,64,101],expand_a:[8,100,101],expand_lay:101,expand_level:[8,100],expandconvlay:8,expandlevel:100,expans:8,expect:[8,85],expect_kernel_typ:85,expected_desc:58,experi:59,expert:33,expir:34,explain:[7,21,34,48,49,51,112],explan:[8,30,42,73,81],explicit:[86,107],explicitli:[29,44,73,76],explor:[8,64,79],expon:8,exponenti:5,expos:[31,40,58,59,84,86,118],express:[29,43,52,75,118],extend:[7,67,75,86],extens:[41,64,75],extent:61,extern:[33,57,60,61,77],extern_mklml:88,external_librari:33,extingrad_:57,extinval_:57,extoutgrad_:57,extoutval_:57,extra:[6,8,9,73,79,84,133],extra_lay:28,extraattr:[6,127],extraattribut:8,extraattributenon:8,extract:[7,8,48,68,73,118,135,136],extract_fea_c:136,extract_fea_pi:136,extralayerattribut:[6,9,91,92],extralayeroutput:9,extrem:[8,48],f1205:93,f120da72:119,f7e3:118,fa0wx:119,fabric:[116,117],face:[33,79],fact:[48,66,69,71],factor:[6,10,21],factor_s:8,factori:60,fail:[34,38,64,76,88,93,119,125],failur:[34,39],fake:50,fake_imag:72,faked_imag:50,fall:[47,70],falloc:45,fals:[6,7,8,9,10,13,21,22,23,30,31,32,48,53,55,56,63,69,70,72,82,87,91,98,99,101,104,107,108,116,119,127,135,137],false_block:[32,53,69],false_label:72,false_neg:43,false_posit:43,false_read:72,fan_in:20,fan_out:20,faq:128,far:86,fashion:73,fast:[8,38,48,114],faster:[8,9,26,34,48],fastest:48,father:31,fault:[28,38,77],fbd1f2bb71f4:119,fc1:[52,76,107,127],fc1_bia:52,fc1_weight:52,fc2:[52,76,127],fc3:[52,127],fc4:127,fc8a365:118,fc8a:118,fc_act:9,fc_attr:9,fc_bias_attr:9,fc_layer:[71,83,91,93,101,127,137],fc_layer_nam:9,fc_mat:28,fc_op:83,fc_out:32,fc_output:83,fc_param_attr:9,fc_without_b:32,fclayer:107,fcop:49,fdata:101,fea:136,fea_output:136,feasibl:67,featur:[2,5,8,13,14,21,31,47,52,66,73,106,136],feed:[9,28,29,51,63,73,76,79,98,115],feed_dict:[50,76],feed_list:115,feeder:[13,115],feedforward:20,festiv:2,fetch:[14,34,37,70,73,88,106,115],fetch_list:115,fetch_op:70,few:[33,34,67,72,73,82],fewer:[8,21,71],fg0:8,field1:28,field2:28,field:[8,28,32,52,54,59,70,78,82,83,91,118],fifth:51,figur:[29,33,48,50,57,63,71,73,75,135],file:[2,7,8,13,14,15,25,28,29,31,33,34,36,38,39,41,42,45,46,48,52,59,61,72,73,77,84,87,106,108,115,133,136],file_list:2,file_nam:[93,101,136,137],file_typ:13,filenam:[2,15,36,71,91,112,113],fileoffset:45,filesystem:[41,42,45,73,118],fill:[8,34,38,48,62,71,118],fill_zero_grad:77,fill_zeros_like_op:31,filter:[8,9,21,58],filter_s:[8,9,21,22],filter_size_h:21,filter_size_i:8,filter_size_w:21,filter_strid:21,find:[8,21,32,34,41,47,52,58,64,81],find_var:30,findmemori:58,findop:32,findprimit:58,findprimitivedesc:58,findvar:[32,81],fine:[6,38,49],fingerprint:118,finish:[34,38,41,42,44,66,83,118,119],first:[8,21,28,29,31,32,34,38,41,42,44,46,48,50,51,52,58,63,64,69,70,71,73,77,82,83,84,86,108,109,118,133,137],first_seq:104,firstli:[7,8],firstn:13,firstseen:119,fit:[14,47,55,59,64,77],five:69,fix:[6,8,60,73,106,112],flag:[8,14,21,56,57],flatten0:52,flatten:[21,52,69,71,109],flatten_result:91,flexibl:[8,9,29,39,48,51,55,63,64,67,72,73,84,86],flip:15,flist:116,float16_t:47,float32:[4,13,21,47,49,50,71,72,93,108,115,136],float_16:21,float_to_half_rn:47,floor:[8,93],flow:[21,32,63,80],fluid:[0,18,20,21,22,23,25,26,31,44,62,84,85,112,113],fly:31,fmt:93,fname:93,fnt03:118,focu:[52,112],folder:[33,36,42,46,118],follow:[7,8,9,10,13,15,21,28,29,30,31,32,33,34,38,42,44,47,48,49,50,51,52,53,54,58,62,63,64,66,67,69,70,71,72,73,75,77,78,79,81,82,83,84,85,86,112,115,118,122,123,133],forbid:29,forc:[66,71,85],force_cpu:55,force_cudnn:55,force_load:60,forest:32,forget:[10,21,29],forget_bia:21,fork:8,form:[8,9,21,43],formalis:85,format:[7,13,14,15,21,25,28,30,38,47,48,62,64,86,99,106,107,118],former:[29,33,48,67],formul:21,formula:[8,9,10,30],formular:8,forth:50,forward:[5,8,9,30,31,32,37,39,48,50,56,57,58,59,65,68,69,72,77,78,79,82,107],forward_infer:58,forward_op:30,forward_train:58,forwardactiv:107,forwardbackward:28,forwardtest:4,found:[47,69,79,81],four:[7,21,43,48,51,58,62],foward:70,fp16:[47,77,87],fp32:[62,77,85,87],fp64:[62,87],fparam:93,fpga:[62,76,115],fpgadevicecontext:84,fpgaengin:57,fpgaplac:[62,84],frac:21,frame:[7,44,77,86],framework:[29,31,32,43,47,48,52,62,66,67,69,77,79,81,83,84,108,112,113,115],free:[14,84,133],frequenc:14,frequent:[38,72,77,79,84],fresh:[41,76],friend:81,friendli:[48,50],from:[2,4,7,8,9,13,14,15,20,21,28,30,31,32,33,34,36,37,38,39,43,46,47,48,49,50,51,52,53,55,58,63,64,65,66,68,69,71,72,73,75,76,77,78,81,84,85,86,88,103,108,109,112,113,114,118,119,133,135,137],from_no_sequ:[8,100],from_sequ:[8,100],from_tar:[28,98],fromfil:[72,93,136],fromstr:93,front:52,fuction:25,fulfil:114,full:[8,34,41,63,66,67,133],full_matrix_project:[9,101,104],fulli:[21,73,75,133,137],fullmatrixproject:8,fullsiz:37,fully_matrix_project:9,fullyconnect:[52,71],fullyconnectedlay:107,func:[2,13,38,78],funciton:[9,21],functor:[49,52],fundament:[47,75,77],funtion:21,further:[8,83,133],furthermor:76,futur:[8,41,47,63,73,77,134],fvs:83,fwd_desc:58,fwd_op:78,fwd_primit:58,fwd_primitive_desc:58,g_b0:50,g_b1:50,g_b2:50,g_block:50,g_command_config_arg:[56,57],g_data_transformation_:85,g_h0:50,g_h0_bn:50,g_h0_relu:50,g_h1:50,g_h1_bn:50,g_h1_relu:50,g_h2:50,g_im:50,g_loss:50,g_optim:50,g_program:71,g_step:50,g_w0:50,g_w1:50,g_w2:50,gain:8,gamma:136,gan:29,gangliao:33,gate:[8,9],gate_act:[8,9,101],gate_activ:21,gate_attr:8,gate_bias_attr:8,gate_param_attr:8,gate_recurr:8,gatedrecurrentlay:56,gather:[8,31,66,68,108],gauss:6,gaussian:20,gaussian_normal_random:50,gcc:[47,60,77,94,105,112,129,131],gcc_3:97,gcreators_:83,gemm:56,gen:8,gen_proto_pi:110,gen_rand_param:93,gender:[14,120],gendrated_id:64,gener:[2,7,8,9,13,18,28,29,30,31,32,33,34,36,38,39,41,48,49,54,58,62,66,67,69,70,71,72,73,75,77,78,82,83,84,86,98,114,118,120,127,135],generated_id:64,generated_scor:64,generated_word_embed:8,generatedinput:[8,103,104],genr:120,gereat:7,get:[2,7,8,14,21,28,30,31,32,33,34,38,39,41,42,45,48,50,52,55,56,57,58,62,63,64,71,76,77,78,81,83,84,85,86,95,107,112,113,117,118,119,121],get_all_op_proto:83,get_block:71,get_cloud_job:76,get_config_arg:127,get_data:[119,137],get_dict:14,get_dim:30,get_embed:14,get_float_el:30,get_grad:28,get_grad_op_desc:31,get_input_lay:107,get_lin:13,get_model:136,get_movie_title_dict:14,get_numeric_gradi:30,get_numerical_gradi:30,get_output:30,get_sample_from_lin:91,get_shap:28,get_support:[88,97],get_symbol:52,get_tensor:30,get_vari:32,get_word_dict:14,getactualkerneltyp:[55,85],getbatchs:107,geteigendevic:109,getengin:58,getenv:[29,42,116,120],getexpectedkerneltyp:[55,58,85],gethostbynam:120,gethostnam:120,getidmap:120,getinfervartyp:54,getinput:107,getinputgrad:107,getinputvalu:107,getkerneltyp:47,getlayeroutput:28,getlibrari:58,getmat:37,getoptconfig:37,getoutputgrad:107,getoutputvalu:107,getparam:37,getparameterconfig:37,getparameterptr:107,getparameterspars:37,getparametersremot:37,getplac:[58,84,108,109],getpodlist:120,getsiz:107,gettask:38,gettempl:118,gettranspos:107,getw:107,getweight:107,getwgrad:107,gist:9,git:[80,88,94,105,106,110,129,131],github:[9,33,50,62,88,94,105,106,110,112,113,115,129,131,136],give:[2,21,34,63,71,77,118],given:[8,13,21,28,31,39,41,48,49,50,64,72,75,76,79,86],glibc:[129,131],glibc_2:97,glibcxx_3:97,glide:33,global:[6,21,23,29,32,33,34,52,55,68,76,77,81,83,84,85,105,114,118],global_block:71,global_learning_r:6,global_pool:21,global_step:23,globalstat:114,globalstatinfo:114,globe:2,glorot10a:20,glorot:20,gnueabihf:131,go_librari:33,go_test:33,goal:[47,51,66,77],gob:38,godep:33,godoc:60,goe:[9,34,48,53,81,115],going:[31,49,67,112,133],golang:33,good:[48,50,67,72,79,112,133],googl:[29,77,93,112,113,129],googleapi:118,googlenet:57,got:[55,81],gpg2:118,gpg:118,gprof:113,gprotos_:83,gpu:[6,8,11,30,42,43,47,62,66,67,68,73,76,77,79,80,84,85,88,95,97,99,105,114,115,116,127,133,136],gpu_id:[91,125,127],gpu_per_train:[73,76],gpudevic:84,gpugpu_id:124,gpukernel:77,gpustarttimestamp:25,grab:34,grad:[30,31,39,57,82,125],grad_info_map:31,grad_op_class:77,grad_op_maker_:78,grad_op_typ:[77,78],grad_op_type_:78,grad_s_block:31,grad_share_block_num:[124,125],grad_to_var:31,grad_var_nam:30,gradient:[6,7,8,10,20,21,23,26,28,34,38,51,54,65,66,67,68,74,77,82,112,116,120,125,137],gradient_clipping_threshold:[6,91,137],gradient_evalu:7,gradient_flat:30,gradient_machin:[28,61],gradientmachin:[4,28,61,68,120],gradientmachine_:37,gradopdescmak:[54,78],gradopdescmakerbas:78,gradopmak:78,grai:15,grain:49,gram:135,grandient:28,grant:118,graph:[8,21,28,31,32,33,34,43,48,50,63,66,67,69,73,74,76,87],great:[75,133],greater:[8,67],greaterthan:83,green:50,grep:[95,121],gridsize3d:25,groudtruth:104,ground:[7,8,21],group:[9,21,22,38,52,58,84,133],group_input1:104,group_input2:104,group_input:[101,104],grouplen:14,grpc:133,gru:[8,64,137],gru_bias_attr:9,gru_decod:104,gru_decoder_with_attent:104,gru_encoder_decod:135,gru_layer_attr:9,gru_memori:9,gru_out:64,gru_param_attr:9,gru_siz:137,gru_step:[64,104],gru_step_lay:9,grumemori:[9,92,104],gserver:[8,56,57,107],gsizex:114,guarante:[58,71],guard:37,guest:97,gui:112,guid:[25,45,77,118,119],gzip:[38,119],h0_bn:50,h_f:21,h_prev:32,hadoop:29,half:[21,47,118],half_to_float:47,hand:[77,84],handi:33,handl:[13,29,31,42,52,58,62,68,72,73,76,81,84,86,115],handler:[28,32],happen:[21,38,83],hard:[48,64,73,75,86,118],hardwar:[48,84],harvest:137,has:[7,8,9,14,21,25,29,30,31,32,33,34,38,39,41,43,47,48,50,52,59,62,64,66,69,73,75,76,77,82,83,84,85,114,115,118,133],has_kei:[28,31],has_selected_colum:8,has_var_recurs:31,hasdependentvar:70,hash:[62,66],hasn:48,hassubseq:101,have:[8,9,13,21,29,30,31,32,33,34,38,39,41,42,44,47,48,49,50,51,55,58,59,62,63,64,66,67,68,69,71,72,73,75,76,77,78,81,82,84,85,87,118,133],haven:48,hdf:[13,36],head:[108,121],header:[39,59,61,77,84,93,136],headip:121,height:[8,13,15,21,32,60,72,93,107,108],height_:82,held:34,hello:29,help:[4,8,21,32,46,48,52,58,64,72,77,86,106,112],helper:[21,58,73,78,86],henc:[67,71,73,78,79,81],here:[6,7,8,9,13,21,29,33,34,40,44,46,48,51,52,58,62,63,72,79,83,118,133],heterogen:[73,75],heurist:[8,64,75],hidden:[8,9,21,65,73,92,93,118],hidden_a:93,hidden_b:93,hidden_dim:101,hidden_out:32,hidden_s:9,hidden_t_prev:21,hidden_valu:21,hierach:103,hierarch:[8,69,71,77,101],hierarchi:77,high:[6,20,47,66,84,133],higher:[49,63,86],highest:[13,32],highli:[14,86],him:29,hint:[4,55,75,112],his:76,histor:49,histori:10,hl_get_sync_flag:107,hold:[29,31,34,38,40,47,50,52,54,76,81,83,84,85,109,118],holder_:[84,109],home:[36,46,73,76,95,112,113,118,119,120,121],honor:38,hook2:101,hook:[6,101],hookattr:6,hookattribut:6,horizont:[8,15],host:[33,42,118,119],host_c:[129,130,131],hostfil:121,hostnam:118,hostnetwork:120,hostpath:[119,120],hostport:118,hot:[21,137],hous:[2,14,99],how:[6,8,21,29,32,34,38,44,46,48,49,52,55,58,63,64,68,73,79,83,85,112,118],howardjohnson:101,howev:[8,9,30,31,41,44,48,62,67,68,71,72,73,78,79,82,83,84,85,118],howto:[116,117,120],hpp:[47,60],html:[14,20],htod:114,http:[8,9,14,20,33,42,50,88,94,95,105,106,110,112,113,115,116,118,119,129,131,133,136],huber:8,huge:67,human:[8,20],hwc:15,hyper:[8,50],hyperparamet:[8,79],hyperplan:13,i1116:120,i1117:114,i386:130,iOS:130,iamfullaccess:118,iamusersshkei:118,icc:48,ics:14,id_input:7,id_rsa:121,idea:[33,48,67,72,79,112],ideal:[73,85],ident:[8,78,118],identifi:[8,53,62],identityoffsetproject:8,identityproject:8,idmap:120,ids:[7,8,21,64,91],idx:[38,50,107],ies:46,if_else_op:31,ifdef:62,ifels:[32,69],ifelseop:69,ignor:[2,8,21],iil:93,illustr:[7,34,39,49,63,73,76],ilsvrc:136,im_siz:50,imag:[11,12,13,14,21,22,29,48,50,51,64,65,69,72,76,105,106,118,119,120,122,123,133,136],image_a:72,image_b:72,image_fil:72,image_h:21,image_lay:72,image_list_provid:136,image_nam:29,image_path:72,image_reader_cr:72,image_s:136,image_w:21,imagenet:[8,20,36],imagepullpolici:[118,120],imageri:8,images_reader_cr:72,imagin:51,img2label:15,img:[2,8,9,73],img_conv_lay:9,img_pool_lay:9,imgsiz:114,imgsizei:114,imgsizex:114,immedi:[58,67,79,118],immutable_paramet:29,impel:84,imperfect:77,implement:[8,9,13,20,21,23,26,32,38,39,40,41,42,48,49,52,53,54,58,60,61,62,64,68,70,73,75,81,83,84,85,86],implemet:37,impli:33,implicit:76,imposs:[64,133],impractic:85,improv:[8,74,75,77,112,118],in_fals:21,in_plac:21,in_tru:21,inarg:[4,37],inbound:118,inc_path:88,includ:[7,8,9,14,15,21,23,29,32,33,39,42,47,48,50,52,60,61,63,64,69,71,77,83,106,108,112,114,118,129,130,131],inclus:64,incom:55,incorpor:8,incorrect:8,increas:[34,38,47,93],increment:[43,51],incupd:107,inde:13,independ:[8,30,31,39,74,76,81,84,133],index:[7,8,11,13,14,21,28,30,31,32,34,38,69,71,86,101,118],indexslot:8,indic:[7,8,21,31,32,39,44,50,63,69,78,82,84,86,118],indice_map:86,indices_map:86,individu:[34,66,118],industri:[34,59,133],ineffici:[68,85],infer:[15,21,29,31,32,34,43,48,53,54,55,56,60,62,70,71,76,77,82,85,98,99],infer_shap:71,infer_var_type_:54,inferfac:54,inferior:41,infershap:[32,71,77,108,109],infershapecontext:[108,109],infervartypefn:54,info:[7,8,14,47,63,98,101,107,117,120,133],infom:8,inform:[8,14,21,28,32,42,46,52,55,58,59,63,66,71,73,79,81,82,112,118],infrastructur:[48,118],ingrad_:57,inherit:[32,65,77,84],ininst:29,init:[6,20,28,32,50,57,63,64,73,74,98,99,107,116,118,120],init_attr:71,init_from_tar:28,init_hook:[101,137],init_model_path:[124,125,127,135,137],initi:[2,6,8,9,14,16,21,28,31,33,38,43,51,63,66,67,71,73,74,75,79,83,86,99,115,125,137],initial_max:[6,93],initial_mean:[6,8,93],initial_min:[6,93],initial_std:[6,8,93],initialize_op_attr:71,initpaddl:4,initrd:133,inlcud:9,inlin:[84,109,118],inner:[8,91,101],inner_:101,inner_mem:101,inner_param_attr:9,inner_rnn_output:101,inner_rnn_st:101,inner_rnn_state_:101,inner_step:101,inner_step_impl:101,inproj_attr:8,inproj_bias_attr:8,inproj_param_attr:8,input0:109,input1:[8,9,109],input2:8,input:[2,5,7,8,9,11,13,15,21,22,28,30,31,32,37,41,43,47,48,49,50,51,52,54,55,57,58,62,63,64,67,68,70,71,72,73,74,75,76,77,78,81,83,84,85,86,91,92,93,98,99,100,101,103,104,107,108,109,115,120,127,135,137],input_conf:8,input_data:107,input_data_target:107,input_dim_idx:21,input_dtyp:21,input_featur:5,input_hassub_sequence_data:107,input_id:8,input_imag:9,input_index:107,input_label:107,input_lay:107,input_loc:8,input_nam:29,input_proj_bias_attr:9,input_proj_layer_attr:9,input_seg:86,input_seq:8,input_sequence_data:107,input_sequence_label:107,input_sparse_float_value_data:107,input_sparse_non_value_data:107,input_t:107,input_to_check:30,input_typ:[91,101,137],input_valu:30,input_var:[30,71],inputbuff:37,inputdef:107,inputgradi:78,inputlayers_:107,inputs_to_check:30,inputsizechang:58,inputtyp:13,insert:[31,66,70,77,78,106],insid:[7,9,31,34,43,55,58,68,72,73,75,77,78,118],instal:[8,42,57,80,88,94,95,97,99,106,110,112,113,116,119,129,130,131],install_android:129,instanc:[8,21,30,32,34,36,40,44,53,58,63,64,67,71,73,74,77,78],instance_ip:118,instanti:[34,44,115],instead:[8,9,11,31,33,37,42,47,48,51,52,73],instrins:47,instruct:[32,51],int16:87,int32:[62,69,86,87,125],int64:[21,45,62,82,85,87],int8:62,integ:[2,7,8,13,21,38,42,47,60,64,98,137],integer_sequ:91,integer_valu:[2,13,91,98,101,137],integer_value_sequ:[2,13,64,101,104,137],integer_value_sub_sequ:101,integr:[7,133],intel:[48,62,84],intellig:20,inteloptimizedpaddl:57,inter:[8,73],interact:[8,118],intercept:8,interchang:[51,77],interconnect:66,interest:[47,66],interestingli:48,interfac:[6,8,9,20,23,25,26,28,32,38,42,46,52,66,68,77,78,84,118,133],intergr:8,intermedi:[46,50,65,73],intern:[8,9,20,23,28,47,112,113,118],internel:57,internet:[33,34,133],interpret:[7,21,44,48],intrins:[44,47],introduc:[8,15,32,34,50,56,59,79,81,83,112],intuit:[41,77],inval_:57,invalid:[72,81],invent:48,invoc:[33,48,49,77],invok:[2,8,18,28,31,68,71,73,75,77,78,83,85,114,118],involv:64,iob:7,ioe:7,ios:130,ios_arch:130,ios_deployment_target:130,ios_development_root:130,ios_enable_bitcod:130,ios_platform:130,ios_sdk_root:130,ios_use_veclib_for_bla:130,ip_str:120,ips:[118,120],ipt:[8,71,83,93,101,104],ipx:133,ipython:29,is_color:15,is_cpu_plac:58,is_gener:135,is_loc:28,is_mkldnn_librari:58,is_predict:137,is_revers:21,is_seq:[8,104],is_spars:21,is_stat:[6,93],is_target:70,is_tensor:83,is_test:[21,58,136],is_traget:70,is_train:[2,15],isinst:[4,98],ismkldnnkernel:58,ispodallrun:120,isspars:107,issu:[33,50,76],issue_numb:106,istag:80,item:[8,13,28,41,47,72,99,120,133],iter:[2,8,9,10,13,28,29,34,48,58,67,72,73,86],iter_multiple_input_and_param:71,its:[2,8,9,20,21,26,28,29,30,31,32,34,38,43,48,50,51,52,54,59,63,64,66,67,68,70,71,77,78,81,82,83,84,85,114,118],itself:[31,34,41,58,67,81],ivs:83,java:[32,60,69,77],jeremi:114,jian:20,job:[14,31,41,73,76,77,120,124,125,127,136,137],job_dispatch_packag:117,job_id:14,job_mod:135,job_nam:[42,118,120],job_namespac:[118,120],job_path:[118,120],job_path_output:120,job_workspac:117,jobnam:120,jobpath:[118,120],jobport0:118,jobport1:118,jobport2:118,jobport3:118,jobselector:120,jobserv:42,join:[34,101],jointli:9,jpg:[15,136],json:[52,118,119],jth:9,judg:8,juditski:67,jupyt:42,just:[5,7,8,9,14,33,38,39,48,50,54,58,67,68,71,72,73,77,78,79,81,82,118],jx4xr:118,jypyt:29,k8s:[120,133],k8s_data:[118,120],k8s_job:29,k8s_token:29,k8s_train:[118,120],k8s_user:29,kafka:36,kaim:20,kaimingh:136,kebilinearinterpbw:114,kebilinearinterpfw:114,keep:[8,13,15,20,34,48,51,64,67,71,81,83,133],keep_dim:21,keep_top_k:8,kei:[2,14,15,25,28,30,31,32,34,36,38,45,47,55,58,77,78,83,86,105,106,114,120],kept:[8,71],kera:79,kernel:[8,30,47,48,55,57,67,79,82,84,85,108,109],kernel_hint:55,kerneltyp:[55,58,85],kerneltypepair:85,key1:125,key2:125,key_pair_nam:118,keyid:118,keymetadata:118,keypair:118,keyserv:118,keystat:118,keyusag:118,keyword:[71,120],kforcecpu:55,kill:[34,118],kind:[29,30,34,40,51,55,58,65,66,84,85,87,118,119,120],kms:118,knchw8c:62,knchw:62,knhwc:62,know:[29,38,59,112,118],known:[21,31,32,48,49,63],kriz:14,krizhevski:21,kselectedrow:82,ksimonyan:9,kube_cluster_tl:29,kube_ctrl_start_job:29,kube_list_containers_in_job_and_return_current_containers_rank:29,kubeconfig:118,kubectl:[117,119,120,121],kuberent:[34,118],kubernet:[29,34,77,116,120,122,123,133],kubernetes_service_host:29,kusecudnn:55,kusemkldnn:55,kvp:25,kwarg:[2,9,10,13,18,21,23,43,52,71,83,101,137],kwd:25,l1_rate:6,l1_regularization_op:79,l2_rate:6,l2_regularization_op:79,l2_sim:8,l2regular:[91,137],l93:37,label:[2,7,8,13,14,15,21,28,43,48,50,51,52,65,69,72,73,75,76,85,91,98,101,115,119,136,137],label_dim:[8,101,137],label_fil:72,label_lay:72,label_path:72,labelselector:120,lag:125,lake:2,lambdacost:8,lambdarank:8,lan:116,languag:[8,14,51,77,81,135],larg:[11,14,59,67,73,75,106],larger:[6,7,8],larger_than:[32,53,69],last:[7,8,9,21,31,48,63,69,100,101],last_seq:[64,101],last_time_step_output:8,lastseen:119,latenc:[8,47,73,118],latent:8,later:[33,48,77,79,84,109,118,134],latest:[8,32,33,34,41,88,95,106,110,119,120],latter:[67,86,112],launch:[58,118],launcher:29,layer1:[8,9,91,100],layer2:[8,91,100],layer3:8,layer:[4,6,7,9,11,13,16,20,27,28,31,32,37,48,50,51,53,65,67,69,72,73,75,77,79,83,84,86,91,93,98,99,100,103,104,107,115,136,137],layer_0:107,layer_att:92,layer_attr:[8,91,92,104,127],layer_help:55,layer_num:[127,136],layer_typ:[8,56,57],layerbas:107,layerconfig:107,layergradutil:107,layerhelp:[21,55,71],layermap:107,layeroutout:8,layeroutput:9,layers_test:88,layout:[15,58,85],layout_:[55,62,85],layouttyp:[55,85],lazi:[67,79],lbl:7,lead:62,leaki:50,learing_r:65,learn:[6,7,8,9,10,14,29,31,39,41,44,50,51,57,64,66,67,72,73,75,76,77,79,84,95,114,134,136],learnabl:[21,28],learning_method:[135,137],learning_r:[6,23,39,73,91,93,115,135,137],learning_rate_arg:93,learning_rate_decay_a:93,learning_rate_decay_b:93,learning_rate_schedul:93,leas:34,least:[7,34],leav:[32,118],lecun:14,left:[8,32],left_right_flip:15,legal:83,len:[2,8,21,39,45,48,71,99,101,107,120,137],length:[8,9,13,14,15,21,39,47,56,59,63,64,77,86,119],less:[8,21,29,133],less_than:29,let02:119,let:[7,8,29,32,41,49,51,55,58,62,63,64,65,78,84,85,112,118],level:[6,8,20,21,47,49,52,59,63,64,84,86,87,103],lgtest:33,lgtest_main:33,lib64:[88,95,125],lib:[61,94,112,113,129,130,131],lib_path:88,libapi:33,libari:61,libc:97,libcuda:[88,95],libgcc_:97,libgoogl:[112,113],libiomp5:57,libmkldnn:57,libmklml_intel:57,libnvidia:[88,95],libpaddl:[60,61,77,106,112,113],libpaddle_capi:61,libpaddle_gserv:61,libpaddle_math:61,libprotobuf:93,librari:[8,33,40,57,58,61,66,73,85,125],library_:62,librarydevicecontext:62,libstdc:97,licens:[57,66],life:34,lifecycl:133,lifetim:81,lightweight:49,like:[7,8,13,14,31,32,33,34,37,42,44,48,49,50,51,52,54,58,62,66,67,71,72,77,78,79,81,82,85,86,112,115,118,133,136],limit:[8,13,21,48,59,64,77,79,93,114],linaro:131,line:[2,7,13,25,33,37,42,46,51,67,69,71,77,79,91,93,101,106,112,118,127],line_break:13,line_count:93,linear:[8,21,64,91,93,98,99],lineno:[112,113],link1:47,link2:47,link:[8,9,33,45,46,81,103,118,133],linux:[13,45,97,105,118,129,131],linux_x86_64:[80,88,97],lipeng:135,lipo:130,list:[1,2,7,8,9,13,15,18,21,23,25,28,29,31,32,33,38,42,44,46,48,50,62,65,68,71,76,78,81,86,91,112,113,118,127,136,137],listdir:116,listen:34,littl:[39,48,55,59],live:115,load:[15,29,34,50,66,71,73,98,118,120,136],load_and_transform:15,load_data_arg:4,load_featur:136,load_feature_c:136,load_feature_pi:136,load_imag:15,load_image_byt:15,load_missing_parameter_strategi:[124,125,127,135],load_mnist:50,load_paramet:93,loadparamet:4,loadsave_parameters_in_pserv:[37,124,125],loc:[7,20],local:[6,21,28,30,32,34,40,41,51,63,69,71,77,94,112,120,124,125],local_scop:30,localhost:[95,110],localip:120,localpath:46,locat:[8,28,33,48,62,84,86],lock:[33,34,38,39,75],lod:[21,59,63,82,86,87],lod_desc:[82,87],lod_expand:64,lod_level:[21,71,82,87],lod_tensor:[21,63,82,87],lod_tensor_arrai:21,lodtensor:[21,54,59,77,87],lodtensorarrai:21,lodtensordesc:[59,82],log:[38,46,50,73,89,93,97,107,116,117,118,119,120,121,125],log_barrier_abstract:[124,125],log_barrier_lowest_nod:[124,125],log_barrier_show_log:[124,125],log_clip:[124,125],log_error_clip:[124,125],log_period:[119,120,125,127,137],log_period_serv:[124,125],logarithm:5,logger:[2,101],logic:[41,50,54,65,66,68,73,75,81,86],logist:137,logit:[50,85],longer:[34,73],look:[2,7,21,32,42,48,51,67,71,78,79,115,118],lookahead:8,lookup:[21,54,64,115],loop:[30,32,48,72,81],loop_var:86,loss:[8,21,23,31,50,52,65,67,79,137],lot:[62,64,67,71,73,79,84,133],low:[8,20,65,66,84,86],low_rnn:63,lower:[8,47,63,64],lower_level_rnn:63,lpaddle_capi_shar:61,lpaddle_capi_whol:61,lrelu:50,lstm:[8,21,101,104,119,137],lstm_bias_attr:9,lstm_cell_attr:9,lstm_group:[9,101],lstm_group_input:101,lstm_input:101,lstm_last:101,lstm_layer_attr:9,lstm_nest_group:101,lstm_output:101,lstm_size:137,lstm_step:9,lstm_unit_op:21,lstmemori:[9,92,101,104],lstmemory_group:[8,92,101],lstmemory_unit:92,lstmlayer:56,ltr:8,mac:[61,129],machin:[9,14,28,48,50,57,66,67,73,75,79,91,103,118,121,133],machine_transl:104,maco:[97,105],macro:[49,62,78],made:[34,39,48],mai:[8,9,21,30,32,43,47,55,58,66,72,73,75,76,77,81,85,118],main:[4,21,48,52,66,69,77,112,113,118],main_program:[18,21,31,43],mainli:[40,62,84],maintain:[8,32,38,67,71,77,118,134],majel:33,major:[47,73,85],make:[2,7,8,21,29,31,32,33,34,38,39,41,47,48,51,63,64,67,68,71,72,73,74,77,79,84,86,88,94,105,106,107,108,110,112,114,118,129,130,131,133],make_ddim:109,make_function_oper:49,make_vari:83,maker:[77,78],malloc:84,man:45,manag:[23,28,34,39,40,46,73,81,84,110],mandarin:8,mani:[9,15,31,33,38,48,50,55,64,68,71,77,78,81,82,83,85,86],manili:52,manipul:[48,71,78],manner:[8,67,79],manual:[65,67,73,78,93,133],manufactur:48,manylinux1:97,manylinux1_x86_64:[80,88,97],map:[7,8,13,28,29,32,38,58,62,71,78,81,83,84,85,86,98,133],map_fn:86,map_read:13,mapper:13,mapreduc:29,mark:[31,50,51,63,64,75,81,112,133],market:47,mask:[6,8,21],master:[29,41,77,80,131],mastermind:33,mat:[60,61],mat_cache_row:37,mat_norm:37,mat_normal_shar:37,mat_param_attr:9,mat_sparse_row:37,mat_sparse_row_auto_grow:37,mat_sparse_row_id:37,mat_sparse_row_prefetch:37,mat_sparse_row_prefetch_full_s:37,mat_value_shar:37,match:[21,33,47,91],matchbox:133,math:[9,57,60,77,107,108,114],mathemat:79,matirx:8,matmul:[32,52,63,86,108],matrix:[7,8,9,13,21,28,37,60,61,107,108],matrixptr:107,matrixtyp:61,mattyp:37,max:[6,8,13,14,21,22,30,71,74,93,100,114,127],max_diff:30,max_id:[8,28],max_job_id:14,max_length:[8,64,104],max_movie_id:14,max_relative_error:[30,108],max_sort_s:8,max_user_id:14,max_x:21,maxframe_evalu:7,maxid:7,maxid_evalu:7,maxim:8,maximum:[7,8,14,21,32,39],maxinum:11,maxoutfunctor:84,maxpool:8,mayb:[32,58],mchw:21,md5:[14,35],mean:[6,7,8,9,10,11,13,15,20,28,31,33,52,64,70,72,73,74,81,85,91,112,115,118,125,133,136],mean_meta:136,mean_meta_224:136,mean_valu:136,mean_var_nam:8,meant:86,measur:43,mechan:[8,9,31,40,43,58,71,78,118],mem:[8,32,42,64,101],mem_per_p:76,mem_per_train:76,member:[8,14,29,51,52,62,68,71,81],memcpi:[68,114],memor:8,memori:[9,31,32,37,38,42,47,57,58,59,62,64,67,77,85,104,109,114,115,119],memory_boot:9,memory_nam:[8,92],memory_test:105,memory_threshold_on_load_data:[124,125],memoryalloc:84,memorydesc:58,mention:[21,31,33,38,48,63,66,67,73,75],mere:9,merg:[8,18,39,41,43,57,63,66,68,74,106],mergedict:135,messag:[32,44,48,51,59,69,70,71,77,78,82,87,88,106,119],meta:136,metadata:[45,118,119,120],metal:133,metaphor:51,metaplotlib:29,method:[2,8,10,20,23,28,30,32,41,47,50,51,52,55,65,66,71,72,74,75,77,81,82,85,86,112,113],methodolog:67,metric:[18,43],mfs:120,microarchitectur:47,might:[8,32,33,48,69,75,112,118],million:14,min:[6,8,71,74,114,118,127],min_block:32,min_count:75,min_desc:32,min_pool_s:[2,91],min_word_freq:14,mind:112,mini:[8,13,18,21,28,32,34,43,44,48,53,63],mini_batch:72,minibatch:[8,21,32,43,51,53,69],minim:[23,32,48,50,65,75,77,115],minimum:[8,21],minsizerel:[129,130,131],minu:78,minus_grad:78,minusgradop:78,minusop:78,minusopgradmak:78,minusopprotoandcheckermak:78,minut:[34,41,118],mip:129,mirror:33,mislead:39,mismatch:21,miss:50,mistak:48,mit:118,mix:[9,86,104],mixed_lay:[9,101],mixed_layer_attr:9,mixedlayertyp:8,mixtur:112,mkdir:[46,94,110,118,121],mkl:[48,58,77,84,85,88,94],mkl_packed_:56,mkldevicecontext:84,mkldnn:[8,57,62,85],mkldnn_:57,mkldnn_batch_norm:8,mkldnnactiv:57,mkldnnbase:57,mkldnnlayer:57,mkldnnmatrix:57,mkldnnplace:85,mkldnnstream:57,mkldnntester:57,mklml:[57,88],mklml_lnx_2018:88,mklpack:56,mklpackedgatedrecurrentlay:56,mklpackedgemm:56,mklpackedlstmlay:56,mklpackedrecurrentlay:56,mlp:52,mlr:20,mnist:[2,4,36,50,51,69,72,73,76,77,112,113],mnist_model:4,mnist_provid:2,mnist_random_image_batch_read:72,mnist_train:[2,72],mnist_train_batch_read:72,mnt:120,mobil:[47,48,77,110,128],mode:[8,25,28,47,56,66,106,120],model:[8,9,14,28,31,32,34,35,43,51,56,65,66,67,73,75,76,77,79,85,86,98,99,110,118,127,134,135,137],model_config:4,model_list:[125,127],model_path:127,model_zoo:[135,136],modifi:[8,47,52,73,79,106,118],modul:[2,9,14,28,49,50,64,73,86,93,108,112,113,136,137],modular:64,modulo:8,moment:[23,112],momentum:[6,21,23,81,91,98,137],momentumop:[112,113],mon:119,mono:8,month:33,more:[7,8,9,13,21,29,30,31,33,34,38,41,42,46,47,48,49,51,55,58,62,63,64,65,71,72,73,75,77,79,84,86,93,112,114,115,133],most:[8,13,21,28,29,31,33,41,51,52,62,64,67,72,73,79,84,85,112,115,133],mostli:[47,133],motiv:77,mount:[42,118],mountpath:[118,119,120],move:[8,34,38,46,48,67,118,133],movi:[2,14],movidiu:48,movie_categori:14,movie_id:120,movie_info:14,movie_review:14,movieinfo:14,moving_average_fract:8,mpi:[66,121],mpirun:121,mse:[48,51,65,69],msra:20,much:[8,34,48,58,65,72,79,86],mul:[49,71,76,107,108],mul_grad:108,mul_op:[21,108],mul_ratio:8,mul_result:71,mulgradkernel:108,mulkernel:108,mulop:[49,108],mulopgrad:108,mulopmak:108,multi:[8,43,66,68,112,133,136],multi_binary_label_cross_entropi:8,multi_crop:136,multidimension:21,multigradientmachin:68,multinomi:8,multipl:[7,8,9,13,18,21,28,29,30,38,39,41,43,48,49,55,66,73,75,76,77,85,87,98,112,118],multiple_input:71,multiple_param_attr:71,multipli:[7,8,21],multiprocess:13,must:[5,7,8,9,13,15,21,31,39,58,59,62,70,71,72,77,83,91,107,108,109,116,118],mutabl:[84,109],mutable_data:[58,84,108,109],mutuable_data:84,mxnet:[32,48],my_cluster_nam:118,my_cost:93,my_external_dns_nam:118,my_lib:116,myfil:13,mypaddl:[119,120],name:[2,6,7,8,9,11,15,18,21,25,28,29,30,31,32,34,36,37,39,42,43,47,49,52,55,57,58,59,61,64,69,71,76,77,80,82,83,86,87,93,98,99,101,104,107,114,115,119,120,122,123,127,133,137],name_prefix:36,namespac:[32,53,60,71,107,108,119,120],nativ:[8,47],natur:[38,41,64,75,86],ncall:[112,113],nccl1:66,nccl2:66,ncclinit:66,nchw8:85,nchw8c:85,nchw:[8,21,57,62],ndarrai:[15,28,36],ndcg:8,ndcg_num:8,ndk:129,nearest:47,nearli:30,necess:86,necessari:[8,31,32,39,41,43,59,64,68,71,83,86],neck:66,need:[7,8,9,13,20,21,23,26,29,30,31,33,37,38,39,41,42,43,46,48,49,50,55,58,62,64,65,66,67,68,70,71,73,75,76,77,78,79,81,82,83,84,86,88,114,118,120,133],need_tran:93,neg:[2,7,8],neg_distribut:8,neg_overlap:8,neg_pos_ratio:8,neglect:8,neighberhood:66,neither:8,neon:47,ner:7,nerual:21,nervana:48,nest:[8,13,31,32,69],net:[8,9,16,21,32,50,63,81],net_diagram:136,netop:[32,77],network:[4,6,7,8,13,20,21,26,27,28,29,30,31,32,34,37,43,50,52,56,57,63,65,67,72,73,75,79,81,83,84,85,87,92,98,99,101,120,127,133,135,136],network_config:127,networkadministr:118,neural:[8,9,13,20,28,29,31,32,34,52,56,57,63,67,73,79,81,84,85,87,99,101,103,135],neuralnetwork:68,neuron:21,never:[13,72,81,118,119,120],new_block_idx:71,new_stat:63,newblock:71,newbuff:58,newest:39,newli:[47,133],newop:32,newopdesc:71,newprogram:71,newremot:73,newvardesc:71,next:[2,8,14,31,34,40,64,66,86,112,118],nextlay:57,nfs4:118,nfs:[118,120],nfsdir:120,nfsver:118,ngram:14,nic:[120,124,125],nil:38,nine:14,nlp:8,nltk:14,nms_threshold:8,nms_top_k:8,nmt_without_attent:91,nnz:107,no_cach:2,no_grad_dict:31,no_grad_set:[23,30,31,108],no_gradi:31,no_sequ:[2,8,98],node0:120,node1ip:121,node2ip:121,node3ip:121,node:[8,33,41,52,64,66,73,75,76,77,87,118,119,120,121,133],node_0:[118,120],node_1:[118,120],node_2:[118,120],node_id:116,nodeattr:52,nodeentri:52,nodefil:117,nodesep:52,nohup:116,nois:[8,34,50],noisi:[8,50],non:[8,21,34,47,48,82,118],none:[2,4,6,7,8,9,10,11,15,18,20,21,22,23,28,29,30,31,32,43,50,52,53,63,64,65,69,71,76,83,86,104,115,136],noneedtran:58,nonlinear:20,norm:[9,50,62],norm_by_tim:8,normal:[8,9,14,20,67,119,120,136],notat:8,note:[6,8,9,11,15,18,28,29,32,37,38,42,59,66,72,77,84,85,109,118],notebook:[42,95],noteworthi:48,noth:[5,28,55,71,81,106],notic:[8,48,66,78],notin:85,notingradi:108,notion:86,notori:30,now:[13,31,33,34,50,59,62,67,75,77,78,79,81,103,118],np_arrai:13,nproc:105,nullptr:[58,78,81,107],num:[8,9,116,120,125],num_channel:[8,9],num_chunk_typ:7,num_class:[8,9,52],num_col_dim:21,num_filt:[8,9,21,22],num_flatten_dim:21,num_gradient_serv:[116,124,125],num_group:8,num_hidden:52,num_neg_sampl:8,num_p:[73,76],num_parameter_serv:29,num_pass:[28,98,119,120,124,125,127,137],num_per_batch:15,num_repeat:8,num_result:7,num_results_per_sampl:8,num_row:82,num_samples_process:93,num_shard:36,num_step:86,num_train:[73,76],number:[7,8,9,13,14,15,21,32,34,36,43,67,72,75,77,83,86,112,118],numchunktyp:7,numdevices_:127,numer:8,numeric_grad:30,numerical_grad:30,numlogicaldevices_:127,numofallsampl:7,numofwrongpredict:7,numpi:[6,13,15,21,28,36,47,50,71,72,93,94,98,108,136],numreal:37,numsampl:114,numtagtyp:7,numtimeout:38,nv_:33,nv_gpu:105,nv_librari:33,nv_test:33,nvcc:[33,47,48],nvidia:[47,48,62,66,84,88,95,105],nvlink:66,obei:7,obj:[2,93,136,137],object:[2,6,8,9,13,28,29,37,43,50,52,60,65,71,76,77,79,81,114],observ:8,obtain:[21,41,67],obviou:62,obvious:[33,112],occup:120,occupi:47,occur:[14,28],occurr:32,oct:119,odd:8,off:[61,94,105,106,110,116,129,130,131,133],offer:[32,76,77,83],offici:[8,33,118],offlin:[34,36,133],offset:[8,37],often:[8,37,52,62,112],ograd:107,old:[30,39,41,64,77],older:48,omega:79,omit:[91,137],omp_num_thread:[112,113],ompi_comm_world_rank:116,on_init:2,onc:[8,34,38,43,48,51,67,73,75,118],one:[2,5,7,8,9,11,13,20,21,23,26,28,29,30,31,32,34,37,38,39,41,42,43,44,47,48,49,50,52,54,55,58,59,62,63,64,65,66,67,68,69,70,71,72,73,76,77,78,81,82,84,85,86,115,118,133,137],onehotcrossentropyopkernel:108,ones:[49,50,77],onli:[7,8,9,11,15,21,26,28,29,30,31,33,37,38,39,40,41,42,43,44,46,47,48,50,51,58,63,64,65,66,68,71,73,75,76,77,82,83,84,85,86,101,103,118,133],onlin:[8,10,34,36,72],only_cpu:30,onnx:48,onto:[21,73,75,118],op_:108,op_check:108,op_class:[77,83],op_desc:[54,70],op_info:115,op_kei:58,op_maker_class:[77,83],op_proto:83,op_registri:115,op_test:108,op_typ:[77,108],op_unique_kei:58,opattrcheck:108,opcreat:83,opdesc:[32,51,69,70,71,77,78,83,87],opdescbind:[54,78],opdescbuild:32,open:[2,8,15,29,36,48,50,57,72,91,93,98,101,112,118,136],openbla:[94,95],opencv:15,openmp:112,openmpi:[116,121],opensourc:66,oper:[8,9,13,15,20,21,23,26,30,32,43,44,47,48,50,51,52,54,55,63,64,65,66,70,73,74,76,79,81,84,85,87,108,109,115,118],operand:[21,47],operartor:109,operator_grad:30,operatorbas:[32,49,77,78,83,108],operatorwithkernel:108,opinfo:[54,77,78],opinfomak:54,opinfomap:78,opkernel:[108,109],opkernelkei:77,opkerneltyp:62,opmak:83,opproto:108,opprotoandcheckermak:[78,108],opprotomak:[83,108],opregist:83,opregistri:83,ops:[23,30,31,32,33,51,52,67,69,70,71,77,84,108,133],ops_:32,ops_test:33,opt:[29,65,70,76,83,94,120],opt_op_list:65,optest:108,optim:[6,16,27,28,30,31,50,66,67,68,69,73,74,75,76,77,79,82,91,93,98,112,115],optimis:65,optimize_op_attr:71,optimzi:91,option:[7,8,18,21,25,29,33,50,55,59,69,70,71,77,82,83,87,112,129,133],optmization_op_list:65,opts_np:70,optyp:[54,83],opwithkernel:[82,85],order:[8,9,13,15,21,28,31,51,59,72,79,86,112,113,118,120,133],ordereddict:28,oregon:118,org:[7,8,9,14,20,36,45,50,95,116],organ:[7,8],orient:83,origin:[8,9,13,14,21,30,47,50,81,86,106],other:[7,8,9,13,21,23,32,34,39,46,47,48,54,58,62,63,67,70,79,81,83,84,85,112,115,118,133],otherchunktyp:7,otherwis:[8,13,14,15,21,28,29,31,34,39,41,50,54,58,72],our:[29,31,33,50,54,62,66,67,73,75,81,86,112,118],out:[8,21,28,29,32,33,38,41,48,52,58,63,64,71,73,85,91,101,103,104,108,109,112,113,118],out_dir:[118,120],out_left:8,out_mem:104,out_memori:9,out_right:8,out_size_i:8,out_size_x:8,outer:[8,101],outer_mem:101,outer_rnn_st:101,outer_rnn_state_:101,outer_step:101,outgrad_:57,outlier:8,outout_lay:28,outout_layer1:28,outout_layer2:28,output:[5,6,7,9,11,13,21,25,28,29,30,31,32,36,41,46,48,49,50,51,52,53,54,58,59,63,64,67,69,70,71,72,73,75,77,78,81,82,83,84,85,86,91,98,101,104,108,109,112,117,119,120,127,135,136,137],output_:[8,57],output_all_step:63,output_dim_idx:21,output_dir:136,output_dtyp:21,output_fil:25,output_id:8,output_lay:[28,91,98,99,136],output_max_index:11,output_mem:[8,104],output_mod:25,output_nam:30,output_num:63,output_path:36,output_s:21,output_seg:86,outputbuff:37,outputgradi:78,outputh:8,outputw:8,outsid:[2,8,9,73,81],outupt:86,outv:107,outval_:57,over:[8,9,21,28,29,48,66,67,86],overal:[50,67,133],overfit:[21,79],overlap:[7,8],overlap_threshold:[7,8],overload:[47,55],overrid:[32,34,46,58,76,84,108,109],overview:[38,39,40,84],overwrit:46,own:[8,31,39,41,44,52,54,65,66,67,73,76,79,83,118],paam:15,pack:[86,93],packag:[13,14,38,42,49,57,80,88,112,113,118],pad:[9,21,58],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:[2,4,5,6,7,8,9,10,11,13,14,15,18,20,21,22,23,25,26,28,29,32,33,34,36,42,46,49,50,53,56,57,58,59,60,61,63,64,68,69,73,76,77,79,83,84,86,91,93,94,95,97,98,99,104,105,106,107,108,110,112,113,114,115,116,117,118,119,120,121,127,129,133,135,137],paddle_begin_init_param:39,paddle_dir:108,paddle_doc:110,paddle_docs_cn:110,paddle_element_typ:39,paddle_element_type_float32:39,paddle_element_type_float64:39,paddle_element_type_int32:39,paddle_element_type_int64:39,paddle_element_type_uint32:39,paddle_element_type_uint64:39,paddle_enforc:[32,58],paddle_enforce_eq:[108,109],paddle_error:[60,61],paddle_exampl:42,paddle_finish_init_param:39,paddle_get_param:39,paddle_gradi:39,paddle_init_num_gradient_serv:116,paddle_init_param:39,paddle_init_port:116,paddle_init_ports_num:116,paddle_init_ports_num_for_spars:116,paddle_init_pserv:116,paddle_init_trainer_count:116,paddle_init_trainer_id:116,paddle_init_use_gpu:116,paddle_job:42,paddle_manylinux_devel:94,paddle_matrix:[60,61],paddle_matrix_cr:61,paddle_matrix_get_shap:60,paddle_matrix_shap:60,paddle_n:120,paddle_new_etcd_pserver_cli:39,paddle_new_pserver_cli:39,paddle_on_cloud:42,paddle_output:119,paddle_paramet:39,paddle_port:120,paddle_ports_num:120,paddle_ports_num_spars:120,paddle_process_by_paddl:120,paddle_pserver2:117,paddle_pserver_cli:39,paddle_pserver_client_releas:39,paddle_root:135,paddle_save_model:39,paddle_send_grad:39,paddle_server_num:120,paddle_source_root:135,paddle_train:[61,80,117,120],paddle_with_mkldnn:62,paddlepaddl:[8,9,13,14,15,28,33,34,36,39,40,41,42,45,46,49,50,51,53,55,59,63,64,65,68,71,72,76,77,81,86,87,94,95,97,99,104,105,106,112,113,114,116,117,119,120,122,123,129,131,133,134,135],paddlepaddle_gpu:97,paddlepaddlebook:95,page:118,pain:76,pair:[7,23,25,31,32,51,65,73,77,85],pairwis:8,pakcag:33,palceholder_just_ignore_the_embed:135,paper:[8,20,21,50],para:[37,135],paraconvert:135,paradigm:[44,77],paragraph:63,paragraph_data:63,paragraph_out:63,parallel:[66,73,75,77,85,114,118,119,120,127],parallel_nn:[6,124,125],paralleldo:74,param:[6,8,9,13,21,23,30,32,39,68,71,84,93,109],param_attr:[8,9,21,22,37,71,91,93,104],param_config_proto:39,param_fil:93,param_initi:21,paramattr:[6,8,16,21,91,93,104],paramet:[7,9,10,11,13,18,21,23,27,30,31,32,33,35,37,41,44,46,48,50,51,52,54,59,63,65,66,69,72,73,74,81,83,85,86,91,93,98,99,115,116,117,120,125],parameter_block_s:[124,125],parameter_block_size_for_spars:[124,125],parameter_learning_r:6,parameter_list:[23,31,65],parameter_nam:[28,29],parameter_serv:29,parameter_valu:37,parameterattribut:[6,8,9,37],parameterclient2:120,parameterclient_:37,parametermap:107,parametermutex_:37,parameters_:107,parameters_and_grad:[23,65],parameterserver2:37,parameterset:29,parameterupdat:68,parameterupdater_:37,parametr:8,params_grad:65,params_pass_90:98,params_pass_:98,paramt:118,paraphras:135,paraphrase_data:135,paraphrase_model:135,paraphrase_modeldata:135,paraspars:107,parent:[32,69,71,77],parent_:[32,81],parent_idx:71,parenthes:77,pars:[13,14,33,52,105,118],parse_config:4,parse_known_arg:120,parsefromstr:93,parser:[13,120],part:[7,8,31,32,41,48,58,59,69,71,73,84,112,133],partial:[8,28],partial_sum:8,particular:[51,59,77,85],particularli:20,partit:[34,36,73,75,77,118],paserv:120,pass:[2,8,18,21,26,28,31,32,34,43,48,50,59,65,67,68,70,71,72,77,79,81,85,86,91,98,106,114,118,119,120,125,127,137],pass_gener:8,pass_id:[28,98],pass_idx:72,pass_manu:93,passtyp:107,past:[29,118],patch:45,path:[7,13,14,15,28,34,38,39,42,64,72,118,119,120,125,129,130,131],path_to_paddlepaddle_working_directori:110,pattern:[14,34,60,67,79,118],paus:[34,41],pcie:66,pdf:9,peer:[66,89],pem:[29,36,118],pend:[34,38],pep425tag:[88,97],per:[7,8,14,15,34,39,66,67,72,79],percal:[112,113],perf_test:[112,113],perform:[8,9,20,21,30,39,43,47,48,50,66,68,72,73,77,79,84,85,113,114,124],perftool:[112,113],period:[34,41,76,125],permiss:118,permut:21,peroid:[8,15],persist:[44,82,87,118],persistentvolum:118,persistentvolumeclaim:[118,120],person:[7,29,55],perspect:77,perturb:30,peter:76,pex:133,pfs:[36,46,76],pfsclient:36,pfspath:46,pgp:118,phase:[21,58,64,66,67,72,78,133],philosophi:[67,79],photo:50,physic:133,pick:118,pickl:[116,121],pictur:66,piec:[8,9],pil:15,pillow:42,pip:[80,88,94,97,99,106,110,112,113],pipe:13,pipelin:43,piperead:13,pivot:58,pixel:[2,8,13,14],pixels_float:2,pixels_str:2,place:[2,21,31,32,34,41,44,55,58,66,73,75,77,85,109,115],place_:[55,62,84,85],placehold:[50,84,109],placement:75,plain:[7,8,13,42,59,61,62],plan:[34,58,77],platform:[32,58,62,84,97,108,109,115,118,129,130],pleas:[6,8,9,10,15,21,29,34,38,39,40,52,62,63,71,72,76,77,84,87,88,110,112,118,120,134],plot:29,plu:[8,30],plug:[66,67],pnpairvalid:124,pod:[36,42,118,119,120],pod_nam:118,podip:120,podlist:120,point:[21,32,34,42,47,58,66,76,84,109,112,114,133],pointer:[32,39,48,52,62,71,77,81,84,109],polar:14,poli:93,polici:118,pollut:41,polyak:67,ponit:52,pool3:107,pool:[9,21,27,74],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:[9,91,137],pooling_typ:[8,91,100,137],poolingtyp:11,pop:[32,44],popul:39,popular:[33,50,52],port:[33,112,116,118,119,120,124,125],port_num:124,portabl:52,portal:110,ports_num:[116,120,125],ports_num_for_spars:[37,116,120,124,125,127],pose:34,posit:[2,7,8,9],positive_label:7,possibl:[29,32,38,71,75,79],post:[42,45],postpon:79,potenti:[47,114],pow:93,power:[47,66,133],ppo_workspac:110,pprof:[112,113],pre:[8,9,14,29,39,55,118,135],pre_activ:71,pre_bia:71,pre_dictandmodel:135,pre_stat:[63,86],preambl:71,precis:[7,43,47,67],precision_evalu:7,precompil:44,pred:52,predetermin:8,predic:14,predict:[2,4,7,8,21,28,73,79,91,99,135,136,137],predict_fil:[124,125],predict_lay:28,predict_output_dir:[124,125,137],predict_sampl:4,prediction1:28,prediction2:28,prefer:[48,55],prefetch:[37,107],prefix:[7,9,34,36,64,118],pregrad:107,premodel:135,prepand:71,prepar:[30,42,68,116,121,122],prepend:71,prepend_oper:71,preprocess:[14,15,86,135,137],present:[29,31,32,86,106],preserv:46,press:20,prev_batch_st:[124,125],prev_cel:21,prev_cell_data:21,prev_hidden:21,prev_hidden_data:21,prevent:[10,21,29,34,38,41,79,112],preview:77,previou:[8,9,21,28,31,34,46,63,64,75,112,118],previous:8,previous_memori:32,price:[14,77,99],prim:58,primari:[48,51],primarili:[67,79],primit:[47,57,58,66,86],primitive_desc:58,primitivedesc:58,principl:[29,33,62],print:[4,6,28,29,48,52,73,88,97,98,99,112,121],print_graphviz:52,printallstatu:114,printer:7,printstatu:114,priorbox:8,prioriti:77,prite:7,privat:[32,61,71,81,82,83,84,86,106,109],privileg:118,pro:66,prob:[7,28,99],probabilist:[8,135],probabl:[7,8,21,28,64],problem:[8,29,30,33,41,48,50,51,67,77,79],proc:95,proce:[13,34,72,118],procedur:[32,59],proceed:20,process2:101,process:[2,6,8,9,13,21,29,31,32,36,37,38,41,43,44,48,52,57,59,66,73,79,83,91,93,101,112,118,120,137],process_num:13,processdata:136,processor:[47,114],prod:106,produc:[8,9,13,21,34,48,52,72],product:[8,9,21,42,48,98,118],productgraph:119,prof:[112,113],profil:[16,46,113,114],profl:113,proflier:114,prog:120,program:[13,18,20,21,25,29,31,36,39,41,44,51,53,65,66,72,73,76,77,81,112,114,120],programdesc:[44,48,59,70,71,76,78],programm:[48,71,73],progress:[34,38],proj:8,project:[8,9,42,61],promis:[8,9,64],prompt:[46,48],prone:29,prop_kind:58,propag:[8,10,31,48,67],proper:55,properli:55,properti:[52,79],propos:[32,48,64,65,66,67,74,75,86],proprietari:57,protect:[47,83,107,108],proto:[11,55,59,62,69,77,83,87,108],proto_:83,protobuf:[28,32,42,44,48,51,52,59,69,71,77,78,83,93],protocol:[7,115,133],protomak:108,provi:116,provid:[8,14,21,29,32,39,42,43,44,47,48,50,52,54,55,66,67,71,76,79,83,84,86,91,99,101,112,118,124,133,137],provis:[118,133],prune:[8,32],ps_desir:34,pserver:[28,37,39,40,42,77,116,117,118,120,124,125],pserver_addr:39,pserver_cpu:42,pserver_id:35,pserver_mem:42,pserver_num_thread:[37,124,125],pserver_spec:28,pseudo:[29,31,42,78,86],pseudocod:86,psize:107,ptr:[61,84],pub:121,pull:[33,77,80,95],purpos:[8,34,55,73,75,114],push:[32,44,48,120],push_back:107,put:[33,34,37,58,71,75,84],pvc:118,pwd:[94,95,105,106,110,129],pxe:133,py_paddl:[4,88],pybind:[32,47],pydataprovid:91,pydataprovider2:[2,4,120],pyramid:8,pyramid_height:8,python2:[112,113],python:[21,28,29,32,40,43,44,48,49,50,51,52,55,60,64,68,77,80,84,86,88,91,94,97,99,104,105,106,107,108,110,113,115,116,121,135,136],pythonpath:88,pytorch:48,qualcomm:47,queri:[7,8,118],query_id:7,question:[8,29,75,83,118],queue:75,quick:52,quick_start:[42,118,119,120,122,137],quick_start_data:119,quickli:[64,71,77],quickstart:119,quit:64,r14b:129,r_t:8,rais:[13,21,52,116],rajathkmp:50,ran:[75,114],rand:[50,93,114,125,127],random:[6,8,13,20,21,36,50,62,68,71,72,93,108],random_crop:15,random_imag:36,randomli:[15,21,41],rang:[8,13,20,21,36,47,50,72,73,76,83,120,137],rank0:66,rank1:66,rank:[8,21,29,86,118,136,137],rank_tabl:21,rankdir:52,ranktabl:21,rapid:78,rare:2,raspberri:132,raspberrypi:131,raspbian:131,rasspberri:131,rate:[6,7,8,9,10,14,39,91,120],rather:[31,42,50,86,118],ratio:[8,125],raw:[8,59],rdma_tcp:[124,125],reach:[34,66],read:[2,13,15,21,28,29,31,34,36,48,72,73,75,77,86,93,118,133,136],read_from_realistic_imag:29,read_from_rng:29,read_lock:35,read_minibatch:48,read_mnist_imag:29,read_next_from_fil:91,read_paramet:93,read_ranking_model_data:29,readabl:[77,112],reader:[14,28,36,47,50,51,69,73,76,98,112,113,116],reader_cr:36,reader_creator_bool:72,reader_creator_random_imag:[13,72],reader_creator_random_image_and_label:[13,72],readi:[34,118,119,133],readlockguard:37,readm:[61,106],readwritebuffer_:37,readwritemani:118,real:[8,21,37,50,72],real_process:2,realist:29,realiz:[32,62,63],realli:[48,79],reason:[9,29,30,34,48,119],recal:7,receiv:[34,42,63,75],recent:67,recognit:[8,136],recommend:[9,29,120],record:[13,38,58,83,118],recordio:[13,14,29,36,38,73,76],recov:[34,86],recover:77,recoveri:38,rectifi:[8,20],recurr:[56,63,81,101,102],recurrent_group:[9,92,101,103,104],recurrent_lay:9,recurrent_op:86,recurrentgradientmachin:[61,64,86],recurrentgroup:7,recurrentlay:56,recurs:[31,32,33,46,77],recv:[66,73,75,118],recvparametertyp:37,red:[50,112],redirect:13,reduc:[8,21,47,66,75,77,112,113],reduce_by_kei:77,reduce_mean:50,refactor:[51,64,67,68,71,73,75,79,86],refer:[6,8,9,10,15,20,21,25,30,32,34,38,39,40,47,52,58,62,63,66,69,71,77,79,81,84,86,87],referenc:38,refine_unknown_arg:120,reflect:38,reg:83,regard:133,region:[8,81],regist:[62,78,84,85],register_gpu_profil:114,register_lay:107,register_op:[49,77,78,83,108],register_op_cpu_kernel:[84,108],register_op_cuda_kernel:[84,108],register_op_without_gradi:[77,108],register_oper:[54,78],register_tim:37,register_timer_info:114,registerop:83,registr:115,registri:[42,54,84,119,133],regress:8,regular:[6,16,21,23,31,91,118,137],regularization_coeff:26,reinforc:76,reiniti:58,rel:[9,30,41,79],relat:[34,41,42,47,62,81,85,112,133],relationship:[78,84],releas:[76,80,88,118,129,130,131],reli:[30,64,65,67,79,112],reliabl:[34,79],relu1:52,relu2:52,relu:[8,21,50,52],relwithdebinfo:[112,113],remain:86,rememb:8,remind:[62,84],remot:[6,33,37,77,106,118,125,127],remote_ess:76,remote_sess:76,remoteparameterupdat:[37,40],remov:[13,31,46,48,64,106],ren:20,renam:[31,46,47],reorder:58,reorder_primit:58,reorgan:8,repeat:[32,51,69,70,82,83,87,112],repeatedli:51,replac:[33,38,54,67,76,78],replic:73,replicaset:42,repo:[33,131],report:[38,47,48,73],reportdataset:38,repositori:[8,110,129],repres:[8,9,21,31,32,38,48,52,59,62,64,67,71,75,76,77,79,82,84,86,87,118],represent:[8,21,39,50,51,62,64,73,82],request:[33,34,37,41,73,77,80,118,119,133],requir:[7,8,23,29,31,34,39,41,42,46,47,52,57,63,67,69,70,73,75,77,79,82,83,87,110,118,133],res5_3_branch2c_bn:136,res5_3_branch2c_conv:136,research:[14,48,73],reserv:[21,46],reserveoutput:107,reset:[8,18,34,43,89],reset_program:[18,43],resetingrad:57,resetinvalu:57,resetoutgrad:57,resetoutvalu:57,resetxxx:57,reshap:[30,72,93],reshape_s:8,residu:136,resiz:[15,37,84,108,109],resize_s:15,resize_short:15,resnet_101:136,resnet_152:136,resnet_50:136,resolv:[33,106,119],resourc:[44,66,76,84,118],respect:[30,47,50,63],respons:[8,37,43,50,66,67,68,79,118,119],rest:[8,21,32,42,45,85,133],restart:[34,39,118,119,133],restartpolici:[118,119,120],restor:[30,67],restrict:[79,81,112,113],result:[2,5,7,8,21,25,28,30,31,38,43,50,51,52,59,64,65,66,68,73,98,112,114,115,118,137],result_fil:7,resum:41,retran:118,retriev:[32,64,81,112],return_op_list:23,return_seq:9,reuqest:80,reus:[32,41,64,72,77],rev:105,revamp:73,reveal:[29,112],revers:[8,9,31,103,104],review:[14,106,119],reviews_electronics_5:119,rewrit:33,rgb:[8,15],rho:10,rid:48,right:[8,30,31,32,33,42,43,77,79],ring:66,risk:31,rkt:[42,105],rmsprop:[67,91,137],rmspropoptim:67,rnn:[8,9,32,48,50,64,71,77,81,103,104,124],rnn_bias_attr:104,rnn_layer_attr:104,rnn_out:104,rnn_output:86,rnn_state:101,rnn_state_:101,rnn_step:8,rnn_use_batch:[56,124,125],rnnalgorithm:64,rnnlm:14,rnnstep:86,roadmap:86,robust:[8,20],rocmplac:62,roi:8,role:[14,29,38,39,66,73,118],rollback:71,root:[10,11,31,66,118,119,120,135],rot:8,round:[47,66],routin:[47,57,66],row:[7,8,13,21,37],row_id:8,rows_:82,rpc:38,rpcserver:38,rpi:131,rpi_arm_neon:131,rpi_toolchain:131,rsize:118,rstrip:120,rtk:133,rtype:13,rule:[7,21,31,48,51,73,118],run:[29,30,31,32,33,34,42,43,47,48,49,50,51,52,58,62,63,65,66,67,69,70,73,74,75,76,77,81,82,84,85,88,94,95,105,106,109,110,112,113,114,116,117,118,119,120,122,123,129,133],run_test:94,runinitfunct:[114,120],runnabl:75,running_on_cloud:42,runserv:110,runtim:[2,25,32,54,63,76,77,87,88],runtime_table_:32,s_block:31,safe:42,sai:[8,51,53,72,73],said:48,same:[2,7,8,9,20,21,28,29,30,38,39,41,49,50,52,55,63,64,66,71,73,76,77,78,81,85,86,101,109,118,137],samping_id:8,sampl:[2,7,13,14,21,43,50,83,137],sample_id:7,sample_num:7,sampler:50,satifi:7,satisfi:[33,58,82,118],save:[2,8,13,28,34,36,38,39,42,51,52,59,67,73,82,87,118,119],save_dir:[119,120,125,127,137],save_only_on:[124,125],save_parameter_to_tar:[28,98],savetxt:93,saving_period:[120,124,125],saving_period_by_batch:[124,125,127],saw:2,scalabl:77,scalar:[8,21,31,32,53,86],scale:[5,20,67,73,75,78,83,108],scaleop:108,scaleopmak:[77,108],scalingproject:8,scan:[31,38,77],scatter:[8,31,66],scenario:64,schdule:118,schedul:[38,42,75,118],scheduler_factor:6,scheme:[7,10,37,79],scope:[30,44,74,76,115],score:[7,8,21,64],scp:121,script:[14,66,94,110,117,118,121,129],sdk:130,search:[8,34,81,104],second:[8,21,29,46,48,50,52,63,64,69,70,72,81,83,108,137],secret:118,section:[31,48,71,75,112,118],see:[8,9,21,29,31,34,47,48,71,76,93,112,118],seed:[20,21,93,114,125],seem:[33,47,48],seen:79,segment:[7,63,86],sel_fc:8,selcet:8,select:[8,64,118],selected_generation_scor:64,selected_id:[8,64],selected_indic:8,selected_row:[82,87],selected_rows_desc:[82,87],selected_scor:64,selectedrow:[54,87],selectiv:8,selector:119,self:[30,43,50,52,56,57,59,65,71,86,107,108],selfnorm:8,semant:[14,29,64,80],semat:29,send:[34,39,55,66,73,75,77,83,87,118],send_back_parameter_typ:37,sendbackparameterspars:37,sendbackparametertyp:37,sendparameterrequest:37,sendparameterrespons:37,sens:[67,79,112],sensit:8,sent:[29,39,73,77,83,119],sentanc:91,sentenc:[2,8,14,48,63,64,86,101,104],sentence_input:86,sentence_last_state1:101,sentence_last_state2:101,sentiment:2,sentimental_provid:2,sentimental_train:2,separ:[7,21,25,39,49,67,73,78,79],seper:86,seq:[8,14,101],seq_len:86,seq_pool:[8,100],seq_silc:8,seq_text_print:7,seq_to_seq_data:135,seq_typ:13,seqenc:21,seqlastin:101,seqtext_evalu:7,seqtoseq:[8,93,135],seqtoseq_net:[8,135],sequel:2,sequenc:[2,5,7,8,9,11,13,14,21,31,32,44,48,51,56,65,69,86,91,98,101,103,137],sequence_conv_pool:137,sequence_group:8,sequence_layer_group:101,sequence_nest_group:8,sequence_nest_layer_group:101,sequencegen:101,sequencesoftmaxop:21,sequencestartposit:8,sequencetextprint:7,sequencetyp:[2,8,98],sequenti:[8,32],seri:[9,101],serial:[28,32,38,59,68,77,87],serializ:77,serv:[47,73,77,86,118],server:[29,33,37,40,41,48,66,73,77,89,94,116,117,120,125,133],serverless:34,servic:[112,133],sess:[50,52,65,76],session:[52,65,70],set:[2,6,7,8,9,13,14,15,21,25,28,29,31,34,42,50,54,58,62,63,64,70,71,77,78,81,84,86,91,93,98,101,105,108,109,110,112,114,118,119,135,136,137],set_active_typ:107,set_default_parameter_nam:6,set_drop_r:107,set_float_el:30,set_input:8,set_siz:107,set_typ:107,setdatatyp:82,setdefault:108,setp:118,setq:105,settotalbyteslimit:93,setup:[67,73,80,107,108,133],sever:[7,8,30,37,50,62,63,64,66,68,71,82,84,86,118],sexstant:133,sgd:[23,28,29,34,42,67,68,73,75,76,82,98,115,116,124],sgd_optim:115,shall:[31,33],shaoq:20,shape:[7,8,13,18,21,28,30,31,32,50,53,62,63,69,71,76,77,82,84,98,115],shard:[34,35,36,37,38,39,41,73,75,116,118],share:[8,21,33,50,61,68,71,77,79,84,86],shared_bia:9,shared_bias:8,shared_librari:33,shared_ptr:[58,60,61,81,84,109],shell:118,shift:8,shorten:8,shorter:15,should:[6,7,8,13,15,18,20,21,23,25,26,28,29,30,31,32,39,42,43,47,48,49,50,54,55,58,62,63,64,65,67,68,69,72,73,77,78,79,82,83,85,86,87,103,108,110,118],should_be_fals:29,should_be_tru:29,should_shuffl:[2,101],show:[7,10,31,32,34,46,48,53,59,63,66,67,69,86,105,118],show_check_sparse_distribution_log:[124,125],show_layer_stat:[124,125],show_parameter_stats_period:[119,124,125,127],shown:[8,29,43,66,73,118],shrink_rnn_memori:21,shuf:91,shuffl:[13,91],sid:118,side:[8,28,43,68],sig:118,sigint:117,sigmod:83,sigmod_op:83,sigmod_output:83,sigmoid:[8,22,32,76,83,86],sigmoidactiv:[9,101],sign:[45,59,118],signatur:118,similar:[8,21,32,44,48,64,67,72,73,75,77,79,84,85,86,112,118,133],similarli:[8,13,48],simpl:[5,7,8,9,13,14,23,28,47,51,52,63,67,69,75,79,81,83,86,120],simple_attent:104,simple_gru:[104,137],simple_lstm:[8,92,137],simple_rnn:[8,104],simple_transform:15,simpler:68,simplest:118,simpli:[8,15,29,39],simplifi:[29,64,71,83],simul:[48,130],simultan:118,sinc:[8,9,34,38,40,41,48,54,58,62,67,72,73,74,76,78,79,86,118,133],singl:[7,9,13,21,31,34,43,47,55,66,73,75,76,77,81,112],singleton:74,sinlg:28,sit:73,site:[33,112,113,118],situat:[70,85],size:[2,7,8,9,13,14,15,21,28,34,36,37,39,47,50,59,64,67,71,72,73,76,82,83,84,86,91,93,98,99,101,104,107,108,109,115,136,137],size_a:8,size_b:8,size_in_byt:58,size_t:[37,84,86,107],sizeof:32,skip:[31,72,93,106,118,136],sleep:120,sliceproject:8,slide:[8,10,14,34],slight:48,slightli:50,slope:8,slopeinterceptlay:8,slowli:112,small:[8,14,30,50,57,64],small_messag:[124,125],smaller:[21,30,34,47,64],smart:81,smooth:8,snap:119,snapdragon:47,snapshot:[35,41,118],snippet:[49,65,118],sock:42,sock_recv_buf_s:[124,125],sock_send_buf_s:[124,125],socket:120,soft:21,soft_label:21,softmax:[8,9,21,29,32,48,52,53,64,69,73,75,76,91,104,107,137],softmax_param:93,softmax_param_attr:9,softmax_selfnorm_alpha:8,softmaxactiv:[101,137],softmaxoutput:52,softwar:[47,133],solid:50,solut:[66,133],solv:[29,31,77],some:[6,8,13,15,21,28,29,31,32,33,37,38,39,41,42,47,49,50,51,55,58,62,63,64,65,69,70,71,72,75,77,78,81,84,85,86,118,133],some_c_api_funct:61,some_inst:61,some_op:[54,63,86],some_python_class:60,somecppclass:60,somedata:28,somegotyp:60,someth:[31,37,71,112],sometim:[8,72],somewhat:39,somewher:81,soon:34,sort:[8,14,86,112,118,120],sort_by_length:86,sourc:[8,14,30,33,46,48,50,57,59,61,64,72,77,112,118],source_dict_dim:[64,104],source_dict_s:64,source_language_word:[64,104],space:[7,8,47,71,75,79],space_seperated_tokens_from_dictionary_according_to_seq:7,space_seperated_tokens_from_dictionary_according_to_sub_seq:7,spars:[6,8,10,13,21,37,91,107,116,118,120,125,127],sparse_binary_vector:[2,13,91,98],sparse_binary_vector_sequ:13,sparse_float_vector:[2,13,98],sparse_float_vector_sequ:13,sparse_non_value_slot:13,sparse_remot:37,sparse_upd:[6,37,91],sparse_value_slot:13,sparse_vector:91,sparseparam:107,sparseprefetchrowcpumatrix:107,spatial:8,spatial_scal:8,spec:[118,119,120],special:[8,21,31,39,47,54,62,64,65,73],specialvartypeinfer:54,specif:[28,31,33,34,46,64,77,81,84],specifi:[7,8,18,21,29,30,37,38,39,42,43,44,46,50,59,71,73,74,76,81,83,86,110,112,118],speech:8,speed:[8,9,47,59,66,67,133],sphinx:[60,110],split:[2,8,13,41,48,53,64,74,77,86,101,116,118],split_count:[116,118,120],spread:31,sqrt:[20,21],sqrt_x:21,squar:[8,10,11,21,52],square_error_cost:[98,115],squash:106,srand:125,src:[33,58,88,116,117,120],src_backward:104,src_dict:93,src_dict_path:93,src_embed:[64,104],src_forward:104,src_primitive_desc:58,src_root:4,src_word_id:[64,104],src_word_vec:64,srl:14,ssd:8,ssh:[118,121],ssh_server:117,sstabl:29,stabil:[8,30],stabl:[80,118],stack:[44,77,86,118],stackexchang:8,stage:[33,40,48,50,58,74,87,106],stale:[34,76],stamp:88,standalon:129,standard:[6,13,20,21,48,77,79,112],stanford:[14,30,119],star:33,start:[8,9,21,28,31,33,34,37,38,39,41,42,64,66,68,73,74,88,106,112,119,120,125],start_mpi_train:121,start_op_idx:31,start_paddl:120,start_pass:[124,125],start_po:8,start_pserv:[124,125],startpaddl:120,startup:[21,34,42,48,118],startup_program:[18,21,23],stat:[114,125],state:[8,9,18,23,32,34,43,44,63,64,81,86,92,103,119],state_act:[8,9,101],statement:[48,51,118],statfulset:120,static_cast:[58,109],staticinput:[8,103,104],statist:[8,18,20,43],statset:114,statu:[42,64,106,114,118,119,120],status:119,std:[28,33,37,52,54,55,58,60,61,70,77,78,81,83,84,85,107,108,109,125],stdbuf:116,stderr:117,stdout:[13,117],step:[8,9,11,21,23,30,32,34,39,43,48,50,51,56,64,67,68,71,73,75,77,83,86,101,103,104,112,118,133],step_gradi:31,step_id:86,step_input:86,step_net:32,step_output:86,step_scop:77,stepnet:[32,63,77,81],stepout:101,still:[31,38,41,48,73,78],stirng:71,stmt1482205552000:118,stmt1482205746000:118,stochast:[10,34,38,41,67],stop:8,stop_gradi:21,storag:[45,47,118],store:[7,8,14,21,28,30,32,33,37,44,52,54,59,62,64,68,69,71,73,76,77,78,79,81,86,118],str:[15,18,21,28,31,42,86,120,127],straight:[69,72,82],straightforward:58,strategi:[11,34,71,75,125],stream:[13,58,84],stream_:84,streamid:25,street:8,strict:72,stride:[8,9,21,58,62],stride_h:21,stride_i:8,stride_w:21,stride_x:8,string:[2,7,8,13,15,21,25,28,31,32,38,46,52,55,59,69,70,71,76,77,78,81,82,83,87,107,108,118,125],strip:[93,101,112],struct:[38,39,45,47,54,55,61,62,78,83,85,93],structur:[31,32,38,48,50,59,64,69,71,77,82,118],sts:118,stuff:106,stun:2,style:[8,77,83],sub:[7,8,13,29,31,41,50,63,66,68,71,73],sub_block:31,sub_nest_seq:8,sub_sequ:[2,8,98],subclass:[23,71],subcommand:46,subgradi:10,subgraph:[50,75],submiss:73,submit:[58,77,118],subnet0:118,subnet:[29,118],subobjectpath:119,subscript:21,subseq:[100,103],subsequ:[8,66],subsequenceinput:[8,101],subset:21,succeed:[38,119],success:[8,39,118,119],successfulcr:119,sudo:[105,118],suffer:30,suffix:[18,42,116],suggest:[8,33],suit:133,suitabl:82,sum:[8,10,31,32,35,54,71,74],sum_op:31,sum_x:21,sume:21,summar:50,summat:21,sumopgradmak:78,sumpool:91,sun:20,suppli:[21,82],support:[6,7,8,10,11,13,15,21,30,32,34,41,42,48,49,50,58,59,62,64,67,68,70,72,73,75,77,78,79,82,85,97,101,118,133],suppos:[9,21,33,49,82],suppress:[8,46],sure:[21,112,118],surpass:[8,20],sutibal:84,svs:83,swagger:45,swap_channel:136,swig:[40,60,61,94],swig_paddl:4,switchop:32,sychron:66,symbol:[8,32,52,61],symbols_ready_:32,symbolt:[32,77],symlink:106,sync:[34,67,79],sync_with_cpp:[112,113],syncflag:107,synchron:[34,38,58,66,118],syntax:[44,48,64,72],sys:136,sysroot:129,system:[32,33,34,39,41,45,49,50,57,73,75,91,112],t2b:135,tab:137,tabl:[7,8,21,32,48,54,59,82,87],tablelookup:82,tablelookupgrad:82,tablelookupop:82,tableproject:8,tag:[7,14,88,95,106,116],tagtyp:7,tail:64,tainer_id:120,take:[2,7,8,9,13,21,28,29,31,32,33,34,41,44,47,50,51,53,54,58,62,67,69,70,71,72,77,78,84,85,86,112,118],taken:[8,52,62,73,86],talk:39,tangl:112,tanh:[8,9,21,50,64,73,104,107],tanhactiv:[9,101],tar:[15,28,88,98,118],tarbal:118,target:[8,14,21,23,28,31,32,33,44,50,52,65,70,73,76,77],target_block:31,target_dict_dim:104,target_dict_s:64,target_dictionary_dim:8,target_language_embed:8,target_language_word:104,target_link_librari:33,target_word:64,targetinlink:[8,101],task:[7,8,59,64,73,83],task_queu:38,taskentri:38,taskqueu:38,tbd:[40,58,101],tcp:[118,125],tear:114,technic:[31,34],techniqu:[21,112],technolog:48,tee:119,tell:[34,38,39,64,83],templat:[49,58,83,84,108,109,119,120,133],tempor:8,temporari:[18,31,42,44,67,71,134],tensor:[21,30,33,47,48,50,52,54,55,58,59,62,63,64,74,75,76,82,85,86,87,108,115],tensor_array_read:86,tensor_array_s:86,tensor_array_stack:86,tensor_array_unstack:86,tensor_array_writ:86,tensor_data:59,tensor_s:30,tensor_test:33,tensor_to_check:30,tensorarrai:74,tensorarraydesc:86,tensordesc:[59,82],tensorflow:[32,48,50,53,73,75,79,86],term:[8,9,34,78,79],termin:119,tessorarrai:86,test100:14,test10:14,test1:36,test:[1,2,8,13,14,15,21,28,29,30,33,52,61,67,72,76,80,99,106,107,108,109,114,115,116,121,125,127,136,137],test_:108,test_all_data_in_one_period:119,test_check_grad_ingore_i:108,test_check_grad_ingore_x:108,test_check_grad_norm:108,test_check_output:108,test_compar:88,test_comparespars:88,test_comparetwonet:88,test_comparetwoopt:88,test_config_pars:88,test_data:4,test_data_dir:116,test_fcgrad:107,test_gpuprofil:114,test_layergrad:107,test_list:[2,93],test_mkldnn:57,test_mklpack:56,test_mul_op:[94,108],test_networkcompar:88,test_pass:[124,125,127],test_period:[124,125,127],test_predict:88,test_pydataprovid:88,test_pydataprovider2:88,test_pydataproviderwrapp:88,test_recurrent_machine_gener:88,test_recurrentgradientmachin:[88,101],test_swig_api:88,test_train:88,test_traineronepass:88,test_wait:[124,125],testa:29,testb:29,testbilinearfwdbwd:114,testconfig:107,testfcgrad:107,testfclay:107,testlayergrad:107,testmulop:108,testq:29,testresult:28,testutil:107,text1:46,text:[2,7,9,13,29,59,63,118,135],text_conv:137,text_fil:13,tflop:114,tftp:133,tgz:[14,88,97],than:[6,7,8,9,21,31,34,42,48,49,50,71,77,79,86,93,118,133],the_step:48,theano:48,thei:[8,18,20,26,29,31,33,34,39,41,46,48,50,51,55,64,65,71,75,76,77,83,86,87,114,118],them:[7,8,9,15,29,30,31,33,34,37,42,48,49,54,55,64,72,75,77,78,81,82,83,85,86,87,114,118],themselv:[31,33],theori:48,therefor:67,therein:[8,32],theta:50,theta_d:50,theta_g:50,thi:[2,6,7,8,9,10,13,14,15,18,20,21,23,25,26,28,29,30,31,32,33,34,37,38,39,40,41,42,43,44,47,48,49,50,51,52,55,58,62,63,64,65,66,67,68,69,71,72,73,74,75,76,77,78,79,82,83,84,85,86,97,112,114,115,118,133],thin:54,thing:[2,50,73,77,84],think:[29,33],third:[8,34,52,112],third_parti:[8,57,88,129,130,131],those:[8,32,33,34,49,51,52,53,69],though:[86,133],thought:33,thread:[74,112,114],thread_count:74,thread_local_rand_use_global_se:[124,125],thread_pool:74,threadblocks:25,threadid:127,threadloc:114,three:[7,8,30,31,34,43,47,48,51,58,64,65,68,69,72,84,136],threshold:[6,7,8,34,38,125],through:[8,21,31,33,34,38,40,43,65,67,76,110,115],throughout:44,throughput:114,thrust:77,thu:[8,21,41,43,52,118,134],tier:119,time:[8,9,11,13,21,28,29,30,33,34,38,41,48,49,54,56,62,63,64,66,71,72,73,75,77,78,82,83,86,87,101,112,113,114,119,120,125,133],timelin:[8,77],timeo:118,timeout:[34,38],timeout_sec:13,timer:114,timestamp:[8,35],timestep:[8,81],titl:[14,120],tls:45,tmp:[2,71],to_chw:15,to_no_sequ:[8,100],to_sequ:[8,100,101],to_tar:28,to_your_paddle_clone_path:110,toadapt:85,todo:[7,13,14,32,34,38,41,64,83],toend:8,togeth:[8,9,13,28,31,86],token:[7,8,29,104],toler:[28,30],too:[14,30,58,62,85,86],took:133,tool:[110,112,118,120,129,131],toolchain:[112,129],top:[7,21,28,63,64,136],top_k:[7,21,64],top_level_rnn:63,topic:58,topk_generated_scor:64,topk_id:64,topk_scor:64,toplevel:105,topolog:[29,34,52,59,68,73,76],topoloi:52,topolopi:28,torch:[32,48],toronto:14,tostr:93,total:[21,28,34,43,66,72,75,112,114,119,133],total_pass:72,tottim:[112,113],touch:88,trace:[32,50],track:[34,38,52,71,106],tractabl:8,tradit:[8,32,47],traffic:73,trail:13,train100:14,train10:14,train:[1,2,6,7,8,13,14,15,20,21,31,32,36,38,39,41,43,44,48,50,51,56,59,66,67,68,69,70,76,77,79,82,84,87,89,91,95,98,104,116,117,119,120,121,122,123,125,127,135,136,137],train_arg:120,train_args_dict:120,train_args_list:120,train_conf:135,train_config_dir:[118,120],train_data:116,train_data_dir:116,train_i:98,train_id:118,train_list:[2,93,116,136],train_loop:48,train_read:98,train_x:98,trainabl:[8,59,71],trainer:[2,4,29,35,36,37,38,40,48,56,57,67,68,73,75,77,98,107,116,120,125,127],trainer_config:[1,2,4,118,119,120,137],trainer_config_help:[2,107],trainer_count:[91,99,116,118,119,120,124,125,127],trainer_cpu:42,trainer_cr:42,trainer_gpu:42,trainer_id:[116,118,120,125],trainer_intern:37,trainer_mem:42,trainer_packag:42,trainerconfighelp:93,trainerid:[41,120],trainerintern:137,trainonebatch:37,tran:[58,85,107],transact:[34,38],transform:[8,9,15,21,77,85],transform_param_attr:9,transformed_st:9,translat:[8,9,48,91,135],translation_id:64,translation_scor:64,transpar:64,transpil:48,transpos:[8,15],transposedfullmatrixproject:8,travel:2,travers:[31,51],travi:106,treat:[8,32,39],treatment:[39,47],tree:[8,32,44,48,71,115,120,131],trg_dic_siz:64,trg_embed:[64,104],trick:64,tricki:60,trigger:[41,68],trim:8,trivial:[64,86],true_block:[32,53,69],true_imag:72,true_label:72,true_neg:43,true_posit:43,true_read:72,truth:[7,8,21],tune:[6,112,113,124],tupl:[8,9,13,14,15,18,21,28,31,71,72],ture:8,turn:[8,21,71,72,103],tutori:[112,118,120,121,122,123,134,135],twice:[50,75],twine:80,two:[7,8,9,21,29,31,39,40,41,42,43,46,47,48,50,51,54,59,62,64,67,69,72,73,76,77,78,79,81,82,83,86,87,108,109,114,118],txt:[2,33,42,46,56,57,107,110,116,118,121,137],type:[2,7,8,9,11,13,14,18,21,29,31,32,34,37,38,41,42,45,46,47,54,55,58,59,60,61,63,64,69,70,71,72,77,78,79,82,83,84,85,87,98,99,101,104,107,108,109,118,119,127,136,137],type_nam:83,typedef:[39,47,60,61,62,84],typeid:83,typenam:[49,83,84,108,109],typic:[7,73],ubuntu:[80,97,99,112],ubyt:72,uci:14,uci_h:99,ufldl:[8,21],uid:119,uint16_t:47,uint32:[45,59],uint64:[59,60],uint64_t:60,unawar:39,unclear:41,uncreat:31,under:[33,38,66,75,85,118],underli:64,understand:[20,48,71,112,133],understand_senti:104,undeterminist:114,unidirect:8,unifi:[44,52,82],uniform:[6,8,13,20,36,50,71,72],uniform_random:71,uniniti:31,uninstal:88,uniqu:[29,32,34,41,42,58,62,71,81,118],unique_nam:71,unique_name_gener:71,unique_ptr:[78,81,84,107],unit:[8,9,21,33,67,79,84],unittest:[61,88,108],unk:[82,87,135],unknown:[8,21],unless:21,unlik:[8,64],unnecessari:31,unordered_map:81,unpack:86,unrol:63,unseen:79,unseg:8,unsign:[39,47],unstack:86,unstack_from:86,unsupervis:50,unsupport:108,until:[34,39,48,74,75,81,118,120],untrack:106,unzip:129,updat:[6,8,10,23,31,34,38,39,45,47,50,63,64,65,66,67,68,73,81,86,106,112,113,127],update_equ:[28,98],update_hook:6,update_memori:32,update_op:65,updatecallback:107,updatestack:118,upgrad:[66,88,97,134],upload:[34,42,45,80],upon:34,upper:8,upstream:[88,106],uri:118,url:[13,14],usag:[7,8,9,15,28,47,53,68,116,117,120],use:[6,7,8,9,11,13,14,15,20,21,23,26,28,29,30,32,33,34,40,44,47,50,52,54,55,58,62,64,65,66,68,71,73,74,75,76,81,82,83,85,86,87,106,108,112,114,116,118,120,136],use_cpu:55,use_cudnn:55,use_eigen_bla:129,use_eigen_for_bla:[129,130],use_etcd:28,use_global_stat:8,use_gpu:[4,91,98,99,116,119,120,124,125,127,136,137],use_mkl_pack:56,use_mkldnn:[8,55,57],use_nesterov:23,use_old_updat:[37,124,125],use_peephol:21,use_sparse_remote_updat:37,used:[2,7,8,9,10,11,13,14,15,20,21,25,28,29,30,32,33,34,40,41,44,47,48,50,52,63,64,67,68,71,72,73,76,77,79,81,83,84,86,112,114,118],useful:[8,9,30,47,81,85],usegpu:107,user:[6,8,9,13,14,15,18,20,23,25,26,28,29,30,31,32,33,36,38,41,42,43,44,46,49,50,51,52,54,55,58,62,64,65,66,67,71,72,73,74,75,76,77,78,79,81,83,84,85,86,112,118,133],user_id:120,user_info:14,user_nam:36,usercert:36,userinfo:14,userkei:36,usernam:[36,106,129],uses:[8,34,41,47,62,63,64,68,73,84,85,118],using:[6,8,9,13,21,28,29,31,32,33,34,38,39,41,42,44,46,47,48,49,50,52,54,63,65,67,69,72,73,78,79,81,83,84,85,99,108,118,134],usr:[88,94,95,116,118,120,125],usrdict:135,usrmodel:135,usual:[8,28,31,42,62,69,79,84,112,114,118],util:[56,57,66,114,120,133],uuid:[35,41],v7a:129,v8a:129,val:31,valgrind:113,valid:[8,15,72,77,81,118],valu:[2,4,6,7,8,11,13,14,15,20,21,25,28,30,31,32,34,43,52,53,57,59,63,64,65,67,68,69,71,73,76,77,81,82,83,86,87,91,107,118,120,127,129,136,137],value1:125,value2:125,value_:82,value_evalu:7,value_rang:13,valueerror:[21,52,91],values_:86,vanilla:104,var_nam:31,varabl:75,vardesc:[32,51,69,71,77,82],vardescbuild:32,vari:118,variabl:[10,13,14,18,20,21,23,29,30,32,43,44,50,51,52,53,54,62,63,64,65,67,69,70,73,75,76,78,79,82,83,86,112,115,118,119],variablenamemap:108,varialbl:50,varianc:8,variant:[8,54,62,84,86],varibal:31,varibl:52,varienc:86,varient:86,variou:[32,47,79],varproto:83,vars_:[32,81],vartyp:[21,82,87],vartypeinfer:54,vec1:8,vec2:8,vec:[85,93],veclib:130,vecter:21,vector:[8,9,13,14,21,29,32,37,39,52,53,58,63,64,71,77,78,82,86,137],veloc:23,vendor:33,verb:14,verbos:46,veri:[8,11,33,38,44,48,49,50,58,64,68,72,75,79,81,84,86,112],verifi:32,version:[8,9,31,33,42,46,48,50,52,53,59,64,73,80,106,112,114,116,118,124,125,130],versu:29,vertic:8,vgg:[9,22],via:[21,31,34,106,118,133],view:[8,59,62],vim:95,virtual:[54,55,78,84],virtualenv:105,visibl:[41,81],visit:[28,31],visual:[8,64],vlog:37,volum:[110,119,120],volumemount:[118,119,120],volumn:118,vutbr:14,w_f:21,wai:[7,9,29,31,39,41,44,48,55,64,67,71,72,76,79,86],wait:[34,39,74,120],wangkuiyi:33,want:[2,8,29,42,43,50,55,62,67,70,72,76,79,81,84,85,86,112],warn:[28,46,88,93,120],warp:8,warpctc:8,wast:66,watch:34,wbia:[118,136],weav:48,web:112,weight:[7,8,9,10,20,21,26,56,59,79,107,136],weight_act:9,weightlist:107,weights_:107,weights_primitive_desc:58,weights_t:107,welcom:33,well:[21,31,42,48,49,50,73,76,79,82,118],were:[7,33,48],west:118,wget:[88,129],wgt:58,what:[6,8,33,48,50,64,71,73,75,83,85,106,112,133],wheel:97,when:[2,6,7,8,10,13,18,21,28,30,31,32,33,34,37,38,39,42,43,44,46,47,48,52,64,66,67,68,69,71,73,75,77,84,86,112,114,118,133],whenev:71,where:[8,9,10,20,21,29,31,32,34,41,48,51,62,63,64,67,69,73,77,79,84,86,112,115],wherea:[32,38,49,53,84],whether:[7,8,15,21,28,30,31,32,44,72,82,86],which:[6,7,8,9,13,14,15,21,28,29,30,31,32,33,34,36,38,39,41,42,44,47,48,49,50,52,54,58,59,62,63,64,65,66,68,69,70,71,72,73,74,75,76,77,78,81,82,83,85,86,98,112,113,118,133],while_loop:[64,86],while_op:31,whileloop:86,whileop:32,whl:[94,97],who:[31,49,51,66,71],whoever:39,whole:[2,7,13,31,50,53,60,61,63,66,70,83,118,133],whose:[8,13,21,30,31,34,41,63,77,78,83,86],why:[9,30,61,114],wide:[33,50,117,121],width:[7,8,13,15,21,37,60,72,93,107,108],wiki:[8,33,116],wikipedia:[8,14,116],wilder:2,window:[8,11,14,67,105],wirt:52,wise:[8,15,21,75,77],with_avx:[94,106,116,129,130],with_bia:83,with_c_api:[94,129,130,131],with_doc:94,with_doubl:[94,107,116],with_dso:94,with_golang:94,with_gpu:[94,105,106,116,129,130],with_mkl:[56,57,94],with_mkldnn:57,with_mklml:57,with_profil:114,with_python:[94,116,129,130],with_rdma:[116,129,130],with_style_check:[94,106],with_swig_pi:[94,129,130],with_test:[94,106,108],with_tim:[114,116],within:[8,38,48],without:[7,8,23,31,34,39,71,72,75,77,112],wloop:86,wmt14:104,wmt_shrinked_data:14,won:101,wonder:2,word2vec:[42,91,116,117],word:[2,7,8,14,31,51,54,63,64,75,77,83,86,91,101,103,137],word_dict:[101,116,121,137],word_dim:[93,101,137],word_id:[2,91],word_idx:14,word_vector_dim:[8,64,104,135],words_freq_sort:14,work:[8,13,21,29,32,33,34,44,47,48,55,65,67,71,73,95,101,106,110,112,118,119,120,133],worker:[75,87,118],workercount:118,workflow:[77,118],workspac:[116,117],worth:115,would:[28,32,33,34,41,48,49,50,51,58,65,67,68,71,72,73,74,75,82,86,112,118,133],wouldn:[48,51],wrap:[48,49,50,66,133],wrapper:[9,33,49,66,67,73,78,86,114],write:[13,21,29,34,41,47,48,49,52,54,58,65,67,71,72,73,75,77,78,84,86,93,118],write_lock:35,writer:[29,71],written:[21,25,31,32,44,50,59,67,77,78,82,112],wrong:72,wrote:[52,75],wsize:118,www:14,x64:131,x86:[129,130],x86_64:[129,130],x_first_step:21,x_last_step:21,x_neg:30,x_num_col_dim:21,x_po:30,x_t:21,x_t_data:21,xarg:[7,88,95,107,121],xavier:20,xavieriniti:21,xcode:130,xcodebuild:130,xgbe0:125,xgbe1:125,xiangyu:20,xmap_read:13,xpu:48,xrang:[30,48,50,72,98,99,107],xx_layer:55,xxx:[29,86,136],xxxx:35,xxxxxxxxx:118,xxxxxxxxxx:118,xxxxxxxxxxxxx:118,xxxxxxxxxxxxxxxxxxx:118,y_dim:50,y_neg:30,y_num_col_dim:21,y_po:30,y_predict:[98,99,115],yaml:[33,117,118,119,120,121,133],yancey1989:42,yann:14,yapf:106,year:48,yeild:28,yep:[112,113],yet:[48,133],yield:[2,13,29,36,72,91,98,101],yoshua:20,you:[2,6,8,9,13,28,30,42,47,81,112,118,133,136],your:[8,13,28,29,33,37,42,46,77,88,118,129,130,131,133],your_access_key_id:118,your_param_nam:93,your_repo:120,your_secrete_access_kei:118,your_source_root:61,yuang:48,yuyang18:[13,14],yuyang:[112,113],z_dim:50,z_size:50,zero:[6,8,9,10,13,14,18,30,31,34,50,64,68,71,82,118,125],zhang:20,zip:[14,71,120,129],zone:118,zoo:135,zxf:88,zxvf:118},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","Backward Building","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: Add MKLDNN Kernel in Fluid Operator","Design Doc: Model Format","Paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0","C-API \u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863","Design Doc: The Keys of Operator Kernel Type","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":120,"\u4e0a\u4f20\u8bad\u7ec3\u6587\u4ef6":36,"\u4e0b\u8f7d\u548c\u6570\u636e\u62bd\u53d6":135,"\u4e0b\u8f7d\u6570\u636e":119,"\u4e0b\u8f7dmklml\u5e93\u5931\u8d25":88,"\u4e0d\u4f7f\u7528":60,"\u4e0d\u4f7f\u7528swig\u8fd9\u79cd\u4ee3\u7801\u751f\u6210\u5668":60,"\u4e0d\u540c\u7684":92,"\u4e0d\u5bfc\u51fapaddle\u5185\u90e8\u7684\u7ed3\u6784\u4f53":60,"\u4e0d\u5f15\u7528\u5176\u4ed6\u52a8\u6001\u5e93":60,"\u4e24\u79cd\u4f7f\u7528":92,"\u4e2d\u6587\u5b57\u5178":135,"\u4e2d\u6587\u77ed\u8bed\u6539\u5199\u7684\u4f8b\u5b50":135,"\u4e2d\u6587\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4f7f\u7528":135,"\u4e2d\u6587\u8bcd\u5411\u91cf\u7684\u9884\u8bad\u7ec3\u6a21\u578b":135,"\u4e3a\u4ec0\u4e48\u8981":105,"\u4e3a\u4ec0\u4e48\u9700\u8981\u6027\u80fd\u5206\u6790":114,"\u4ec0\u4e48\u662f\u6027\u80fd\u5206\u6790":114,"\u4ec5\u4ec5\u4f7f\u7528void":60,"\u4ecb\u7ecd":[135,136],"\u4ece\u5feb\u7167\u6062\u590d":35,"\u4ece\u6e90\u7801\u7f16\u8bd1":94,"\u4ee3\u7801\u8981\u6c42":106,"\u4f18\u5316\u7b97\u6cd5":137,"\u4f7f\u7528":[106,119],"\u4f7f\u7528\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e73\u53f0\u6216\u5de5\u5177":116,"\u4f7f\u7528\u52a8\u6001\u5e93\u6765\u5206\u53d1paddl":60,"\u4f7f\u7528\u6848\u4f8b":127,"\u4f7f\u7528\u6982\u8ff0":137,"\u4f7f\u7528\u6a21\u578b\u521d\u59cb\u5316\u7f51\u7edc":127,"\u4f7f\u7528\u73af\u5883\u53d8\u91cf":120,"\u4f7f\u7528\u7528\u6237\u6307\u5b9a\u7684\u8bcd\u5411\u91cf\u5b57\u5178":135,"\u4f7f\u7528\u8bf4\u660e":111,"\u4f7f\u7528\u8f6c\u6362\u5e93":36,"\u4f7f\u7528docker\u542f\u52a8paddlepaddl":95,"\u4f7f\u7528docker\u5b89\u88c5\u8fd0\u884c":95,"\u4f7f\u7528docker\u6267\u884cgpu\u8bad\u7ec3":95,"\u4f7f\u7528docker\u6784\u5efa":110,"\u4f7f\u7528fabric\u542f\u52a8\u96c6\u7fa4\u8bad\u7ec3":117,"\u4f7f\u7528paddlepaddl":110,"\u4f7f\u7528pip\u5b89\u88c5":97,"\u4fdd\u6301\u672c\u5730\u4ed3\u5e93\u6700\u65b0":106,"\u4fee\u6539\u542f\u52a8\u811a\u672c":119,"\u4fee\u6539\u6587\u6863":110,"\u514b\u9686":106,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5934\u6587\u4ef6":61,"\u5177\u4f53\u67d0\u79cd\u7c7b\u578b\u7684\u5b9e\u73b0\u6587\u4ef6":61,"\u5185\u5b58\u4e0d\u591f\u7528\u7684\u60c5\u51b5":2,"\u5185\u7f6e\u5b9a\u65f6\u5668":114,"\u5199\u68af\u5ea6\u68c0\u67e5\u5355\u5143\u6d4b\u8bd5":107,"\u51c6\u5907\u4e00\u4e2alinux\u96c6\u7fa4":117,"\u51c6\u5907\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883":[129,130],"\u51c6\u5907\u6570\u636e\u96c6":116,"\u51c6\u5907\u8bad\u7ec3\u6570\u636e":120,"\u51c6\u5907\u8bad\u7ec3\u7a0b\u5e8f":116,"\u51c6\u5907openmpi\u96c6\u7fa4":121,"\u51cf\u5c11\u6570\u636e\u8f7d\u5165\u7684\u8017\u65f6":91,"\u51cf\u5c11dataprovider\u7f13\u51b2\u6c60\u5185\u5b58":91,"\u51fa\u73b0":92,"\u5206\u5757\u6587\u4ef6\u4f20\u8f93":45,"\u5206\u5e03\u5f0f\u8bad\u7ec3":116,"\u5206\u652f\u89c4\u8303":80,"\u521b\u5efa\u672c\u5730\u5206\u652f":106,"\u521b\u5efajob":120,"\u521b\u5efapaddlepaddl":119,"\u5220\u9664\u672c\u5730\u5206\u652f":106,"\u5220\u9664\u8fdc\u7a0b\u5206\u652f":106,"\u5229\u7528\u66f4\u591a\u7684\u8ba1\u7b97\u8d44\u6e90":91,"\u5230\u8fdc\u7a0b\u4ed3\u5e93":106,"\u5236\u4f5c\u955c\u50cf":120,"\u5236\u4f5cdocker\u955c\u50cf":119,"\u524d\u5411operator\u5355\u6d4b":108,"\u52a0\u8f7dpaddlepaddl":98,"\u52a0\u901f\u6267\u884c":35,"\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":91,"\u52a8\u6001\u5e93\u4e2d\u4e0d\u5d4c\u5165\u4efb\u4f55\u5176\u4ed6\u8bed\u8a00\u7684\u89e3\u91ca\u5668":60,"\u52a8\u6001\u6269\u5bb9":35,"\u5355\u5143\u6d4b\u8bd5":125,"\u5355\u53cc\u5c42rnn":101,"\u5377\u79ef\u6a21\u578b":137,"\u539f\u56e0":60,"\u539f\u56e0\u5217\u8868":60,"\u53c2\u6570\u4fe1\u606f":136,"\u53c2\u6570\u5185\u5b58":91,"\u53c2\u6570\u670d\u52a1\u5668\u548c\u5206\u5e03\u5f0f\u901a\u4fe1":125,"\u53c2\u6570\u6982\u8ff0":124,"\u53c2\u6570\u8bbe\u7f6e":93,"\u53c2\u6570\u8bfb\u53d6":136,"\u53c2\u8003":2,"\u53c2\u8003\u6587\u6863":45,"\u53c2\u8003\u8d44\u6599":114,"\u53cc\u5c42rnn":101,"\u53cc\u5c42rnn\u4ecb\u7ecd":103,"\u53cc\u5c42rnn\u7684\u4f7f\u7528":103,"\u53cd\u5411operator\u5355\u6d4b":108,"\u53ef\u80fd\u7684\u5185\u5b58\u6cc4\u9732\u95ee\u9898":2,"\u53ef\u80fd\u78b0\u5230\u7684\u95ee\u9898":105,"\u53ef\u9009\u529f\u80fd":135,"\u5404\u4e2a\u7248\u672c\u6700\u65b0\u7684whl\u5305":97,"\u540d\u8bcd\u89e3\u91ca":45,"\u5411\u7cfb\u7edf\u4f20\u9001\u6570\u636e":137,"\u5411\u91cf":125,"\u542f\u52a8\u4efb\u52a1":120,"\u542f\u52a8\u53c2\u6570\u670d\u52a1\u5668":116,"\u542f\u52a8\u53c2\u6570\u8bf4\u660e":116,"\u542f\u52a8\u8ba1\u7b97\u8282\u70b9":116,"\u542f\u52a8\u96c6\u7fa4\u4f5c\u4e1a":[117,121],"\u5440":105,"\u547d\u4ee4\u884c\u53c2\u6570":137,"\u548c":100,"\u5728\u4e0d\u540c\u8bbe\u5907\u4e0a\u6307\u5b9a\u5c42":127,"\u5728\u4e0d\u540c\u96c6\u7fa4\u4e2d\u8fd0\u884c":116,"\u5728docker\u4e2d\u6267\u884cpaddlepaddle\u8bad\u7ec3\u7a0b\u5e8f":95,"\u5728openmpi\u96c6\u7fa4\u4e2d\u63d0\u4ea4\u8bad\u7ec3\u4f5c\u4e1a":121,"\u5728paddle\u4e2d\u5982\u4f55\u4f7f\u7528eigen":109,"\u5728paddlepaddle\u5e73\u53f0\u8bad\u7ec3\u6a21\u578b":135,"\u57fa\u4e8edocker\u5bb9\u5668\u7684\u7f16\u8bd1\u65b9\u5f0f":129,"\u57fa\u4e8elinux\u4ea4\u53c9\u7f16\u8bd1\u73af\u5883\u7684\u7f16\u8bd1\u65b9\u5f0f":129,"\u57fa\u4e8epython\u7684\u9884\u6d4b":4,"\u57fa\u672c\u4f7f\u7528\u6982\u5ff5":98,"\u57fa\u672c\u539f\u7406":103,"\u57fa\u672c\u8981\u6c42":60,"\u5982\u4f55\u4e66\u5199\u6587\u6863":110,"\u5982\u4f55\u4f7f\u7528":92,"\u5982\u4f55\u5171\u4eab\u53c2\u6570":93,"\u5982\u4f55\u5199\u65b0\u7684oper":108,"\u5982\u4f55\u51cf\u5c11\u5185\u5b58\u5360\u7528":91,"\u5982\u4f55\u521d\u59cb\u5316\u53c2\u6570":93,"\u5982\u4f55\u52a0\u8f7d\u9884\u8bad\u7ec3\u53c2\u6570":93,"\u5982\u4f55\u52a0\u901f\u8bad\u7ec3\u901f\u5ea6":91,"\u5982\u4f55\u548c\u660e\u6587\u8fdb\u884c\u76f8\u4e92\u8f6c\u5316":93,"\u5982\u4f55\u6307\u5b9agpu\u8bbe\u5907":91,"\u5982\u4f55\u66f4\u65b0www":110,"\u5982\u4f55\u6784\u5efa\u6587\u6863":110,"\u5982\u4f55\u8bbe\u7f6e\u5b66\u4e60\u7387\u9000\u706b":93,"\u5982\u4f55\u8c03\u7528":91,"\u5982\u4f55\u8d21\u732e":110,"\u5982\u4f55\u8d21\u732e\u4ee3\u7801":106,"\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u5206\u6790":114,"\u5982\u4f55\u9009\u62e9sgd\u7b97\u6cd5\u7684\u5b66\u4e60\u7387":93,"\u5b50\u5e8f\u5217\u95f4\u65e0memori":101,"\u5b50\u5e8f\u5217\u95f4\u6709memori":101,"\u5b58\u50a8\u7684\u53c2\u6570\u683c\u5f0f\u662f\u4ec0\u4e48":93,"\u5b89\u88c5":[97,137],"\u5b89\u88c5\u4e0e\u7f16\u8bd1":96,"\u5b89\u88c5\u4ea4\u53c9\u7f16\u8bd1\u5668":131,"\u5b89\u88c5\u6d41\u7a0b":96,"\u5b9a\u4e49operator\u7c7b":108,"\u5b9a\u4e49opkernel\u7c7b":108,"\u5b9a\u4e49protomaker\u7c7b":108,"\u5b9e\u73b0":60,"\u5b9e\u73b0\u5355\u5143\u6d4b\u8bd5":108,"\u5b9e\u73b0\u65b0\u7684\u7f51\u7edc\u5c42":107,"\u5b9e\u73b0\u65b9\u5f0f":61,"\u5b9e\u73b0\u8ba1\u7b97":109,"\u5b9e\u73b0c":[107,108],"\u5b9e\u73b0python\u5c01\u88c5":107,"\u5bfb\u627e\u6027\u80fd\u74f6\u9888":113,"\u5bfc\u51fac":60,"\u5c06\u547d\u4ee4\u53c2\u6570\u4f20\u7ed9\u7f51\u7edc\u914d\u7f6e":127,"\u5c0f\u7ed3":2,"\u5de5\u5177":114,"\u5e38\u89c1\u95ee\u9898\u548c\u89e3\u51b3\u65b9\u6cd5":97,"\u5e38\u89c1\u95ee\u9898\u89e3\u7b54":96,"\u5e76\u5b8c\u6210":106,"\u5efa\u7acb":106,"\u5f00\u53d1\u6807\u51c6":111,"\u5f00\u59cb\u5f00\u53d1":106,"\u5f02\u6b65\u968f\u673a\u68af\u5ea6\u4e0b\u964d":125,"\u5feb\u7167\u4fdd\u5b58\u7684\u8bbe\u8ba1\u5982\u4e0b":35,"\u5feb\u901f\u5165\u95e8\u6559\u7a0b":137,"\u5feb\u901f\u5b89\u88c5":99,"\u5feb\u901f\u5f00\u59cb":99,"\u6027\u80fd\u4f18\u5316":111,"\u6027\u80fd\u5206\u6790\u5c0f\u6280\u5de7":114,"\u6027\u80fd\u5206\u6790\u5de5\u5177\u4ecb\u7ecd":114,"\u6027\u80fd\u8c03\u4f18":125,"\u603b\u4f53\u6548\u679c\u603b\u7ed3":137,"\u603b\u4f53\u6d41\u7a0b":105,"\u6216\u8005\u662f":88,"\u6267\u884c\u5355\u5143\u6d4b\u8bd5":94,"\u627e\u5230\u7684pythonlibs\u548cpythoninterp\u7248\u672c\u4e0d\u4e00\u81f4":88,"\u62a5importerror":88,"\u6307\u9488\u4f5c\u4e3a\u7c7b\u578b\u7684\u53e5\u67c4":60,"\u63a5\u53e3":136,"\u63a5\u53e3\u8f93\u51fa\u591a\u4e2alayer\u7684\u9884\u6d4b\u7ed3\u679c":91,"\u63a8\u5bfc\u65b9\u7a0b":107,"\u63a8\u6d4b\u6267\u884c":35,"\u63d0\u4ea4":106,"\u63d0\u4ea4\u4ee3\u7801\u7684\u4e00\u4e9b\u7ea6\u5b9a":106,"\u63d0\u4ea4\u955c\u50cf":119,"\u642d\u5efa\u795e\u7ecf\u7f51\u7edc":98,"\u652f\u6301\u53cc\u5c42\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\u7684layer":100,"\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u7684\u6570\u636e\u9884\u5904\u7406job":36,"\u6570\u636e\u652f\u6301":125,"\u6570\u636e\u683c\u5f0f\u51c6\u5907":137,"\u6570\u636e\u7684\u51c6\u5907\u548c\u9884\u5904\u7406":135,"\u6574\u4f53\u65b9\u6848":120,"\u6587\u4ef6\u4f20\u8f93\u4f18\u5316":45,"\u6587\u4ef6\u8bbf\u95ee\u65b9\u5f0f":36,"\u6587\u4ef6\u8bbf\u95ee\u7684\u6743\u9650":36,"\u6587\u4ef6\u9884\u5904\u7406":36,"\u6587\u6863":128,"\u65b0\u624b\u5165\u95e8":99,"\u65e5\u5fd7\u4e2d\u4fdd\u5b58\u5747\u4e3a\u7f51\u7edc\u901a\u4fe1\u7c7b\u9519\u8bef":89,"\u65f6\u5e8f\u6a21\u578b":137,"\u65f6\u5e8f\u6a21\u578b\u7684\u4f7f\u7528\u573a\u666f":2,"\u65f6\u95f4\u5e8f\u5217":101,"\u65f6\u95f4\u6b65":101,"\u66b4\u9732\u63a5\u53e3\u539f\u5219":61,"\u672c\u5730\u6d4b\u8bd5":127,"\u672c\u5730\u8bad\u7ec3":127,"\u672c\u5730\u8bad\u7ec3\u4e0e\u9884\u6d4b":91,"\u672f\u8bed":35,"\u6784\u5efa\u548c\u6d4b\u8bd5":106,"\u6784\u5efapaddlepaddle\u7684android\u5f00\u53d1\u955c\u50cf":129,"\u67b6\u6784\u56fe":45,"\u67e5\u770b\u6027\u80fd\u5206\u6790\u6587\u4ef6":113,"\u67e5\u770b\u8bad\u7ec3\u7ed3\u679c":119,"\u67e5\u770b\u8f93\u51fa":120,"\u6837\u4f8b\u6570\u636e":2,"\u6846\u67b6\u751f\u6210":45,"\u6848\u4f8b\u4e00":127,"\u6848\u4f8b\u4e8c":127,"\u68c0\u67e5\u6a21\u578b\u8f93\u51fa":117,"\u68c0\u67e5\u96c6\u7fa4\u8bad\u7ec3\u7ed3\u679c":117,"\u6982\u5ff5\u7b80\u4ecb":108,"\u6982\u5ff5\u89e3\u91ca":36,"\u6982\u8ff0":[100,103,116],"\u6a21\u5757":45,"\u6a21\u578b":136,"\u6a21\u578b\u4e0b\u8f7d":136,"\u6a21\u578b\u53c2\u6570\u68c0\u67e5\u70b9":35,"\u6a21\u578b\u63a8\u65ad\u5b9e\u73b0\u6587\u6863":61,"\u6a21\u578b\u7f51\u7edc\u7ed3\u6784":137,"\u6a21\u578b\u914d\u7f6e":[92,101,111],"\u6a21\u578b\u914d\u7f6e\u7684\u6a21\u578b\u914d\u7f6e":101,"\u6ce8\u518coper":108,"\u6ce8\u610f\u4e8b\u9879":[2,108],"\u6d41\u7a0b\u4ecb\u7ecd":36,"\u6d4b\u8bd5":125,"\u6df7\u5408\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":113,"\u7279\u5f81\u63d0\u53d6":136,"\u73af\u5883\u51c6\u5907":116,"\u751f\u6210\u5e8f\u5217":104,"\u751f\u6210\u6027\u80fd\u5206\u6790\u6587\u4ef6":113,"\u751f\u6210\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":103,"\u751f\u6210sparse\u6587\u4ef6":45,"\u7528\u6237\u4f7f\u7528\u6d41\u7a0b":45,"\u7528docker\u7f16\u8bd1\u548c\u6d4b\u8bd5paddlepaddl":105,"\u7684\u533a\u522b":92,"\u7684\u53c2\u6570":92,"\u7684\u65b9\u6cd5\u6709\u4f55\u533a\u522b":92,"\u76ee\u5f55\u7ed3\u6784":61,"\u76ee\u6807":45,"\u76f4\u63a5\u6784\u5efa":110,"\u76f8\u5173\u6982\u5ff5":103,"\u77e9\u9635":125,"\u793a\u4f8b1":101,"\u793a\u4f8b2":101,"\u793a\u4f8b3":101,"\u793a\u4f8b4":101,"\u793a\u4f8b\u7a0b\u5e8f":36,"\u795e\u7ecf\u5143\u6fc0\u6d3b\u5185\u5b58":91,"\u7a00\u758f\u8bad\u7ec3":127,"\u7b26\u53f7":60,"\u7b80\u5355\u95e8\u63a7\u5faa\u73af\u795e\u7ecf\u7f51\u7edc":104,"\u7c7b":[60,107,108],"\u7ebf\u6027\u56de\u5f52\u5b8c\u6574\u793a\u4f8b":98,"\u7ec6\u8282\u63cf\u8ff0":125,"\u7ec8\u6b62\u96c6\u7fa4\u4f5c\u4e1a":117,"\u7ed1\u5b9apython":108,"\u7f16\u5199yaml\u6587\u4ef6":119,"\u7f16\u8bd1":108,"\u7f16\u8bd1\u4f9d\u8d56":94,"\u7f16\u8bd1\u548c\u5b89\u88c5":[129,130,131],"\u7f16\u8bd1\u548c\u6267\u884c":108,"\u7f16\u8bd1\u5b89\u88c5\u4e0e\u5355\u5143\u6d4b\u8bd5":88,"\u7f16\u8bd1\u5b89\u88c5\u540e\u6267\u884c":88,"\u7f16\u8bd1\u65b9\u6cd5":94,"\u7f16\u8bd1\u6d41\u7a0b":96,"\u7f16\u8bd1\u9009\u9879":[61,94],"\u7f16\u8bd1\u9009\u9879\u7684\u8bbe\u7f6e":94,"\u7f16\u8bd1\u9009\u9879\u8bf4\u660e":94,"\u7f16\u8bd1paddlepaddl":129,"\u7f29\u5bb9":35,"\u7f51\u7edc\u53ef\u89c6\u5316":136,"\u7f51\u7edc\u914d\u7f6e\u4e2d\u7684\u8c03\u7528":2,"\u800c\u662f\u624b\u5199\u591a\u8bed\u8a00\u7ed1\u5b9a":60,"\u80cc\u666f":60,"\u81ea\u7136\u8bed\u8a00\u5904\u7406":125,"\u83b7\u53d6paddlepaddle\u7684docker\u955c\u50cf":95,"\u8986\u76d6\u4e0d\u4e00\u81f4\u7684\u90e8\u5206":45,"\u89c2\u6d4b\u8bcd\u5411\u91cf":135,"\u8bad\u7ec3":125,"\u8bad\u7ec3\u56e0\u6b64\u9000\u51fa\u600e\u4e48\u529e":91,"\u8bad\u7ec3\u6570\u636e\u5b58\u50a8":36,"\u8bad\u7ec3\u6570\u636e\u7684\u5b58\u50a8\u548c\u5206\u53d1":36,"\u8bad\u7ec3\u6a21\u578b":[98,137],"\u8bad\u7ec3\u6d41\u7a0b\u7684\u4f7f\u7528\u65b9\u6cd5":103,"\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u51fa\u73b0":91,"\u8bbe\u7f6e\u547d\u4ee4\u884c\u53c2\u6570":126,"\u8bcd\u5411\u91cf\u6a21\u578b":137,"\u8bcd\u5411\u91cf\u6a21\u578b\u7684\u4fee\u6b63":135,"\u8bcd\u6c47\u8868":101,"\u8be6\u7ec6\u6559\u7a0b":114,"\u8bfb\u53d6\u53cc\u5c42\u5e8f\u5217\u6570\u636e":101,"\u8f6c\u6362\u5e93":36,"\u8f93\u5165":103,"\u8f93\u5165\u4e0d\u7b49\u957f":101,"\u8f93\u5165\u793a\u4f8b":103,"\u8f93\u51fa":103,"\u8f93\u51fa\u65e5\u5fd7":137,"\u8fd0\u884c\u5bb9\u5668":119,"\u8fd0\u884c\u73af\u5883\u4f9d\u8d56":97,"\u8fd0\u884cdocker":88,"\u8fd9\u4e2a\u52a8\u6001\u5e93\u4f7f\u7528c99\u6807\u51c6\u7684\u5934\u6587\u4ef6\u5bfc\u51fa\u4e00\u4e9b\u51fd\u6570":60,"\u8fdb\u884c\u8bad\u7ec3":[36,119],"\u8fdb\u9636\u6307\u5357":111,"\u901a\u7528":125,"\u903b\u8f91\u56de\u5f52\u6a21\u578b":137,"\u9047\u5230":88,"\u914d\u7f6e\u4e2d\u7684\u6570\u636e\u52a0\u8f7d\u5b9a\u4e49":137,"\u914d\u7f6e\u4ea4\u53c9\u7f16\u8bd1\u53c2\u6570":[129,130,131],"\u914d\u7f6e\u5faa\u73af\u795e\u7ecf\u7f51\u7edc\u67b6\u6784":104,"\u914d\u7f6e\u7f51\u7edc":98,"\u94a9\u5b50":106,"\u9519\u8bef\u600e\u4e48\u529e":92,"\u9644\u5f55":137,"\u968f\u673a\u6570":125,"\u96c6\u7fa4\u591a\u8282\u70b9\u8bad\u7ec3":89,"\u96c6\u7fa4\u8bad\u7ec3":127,"\u96c6\u7fa4\u8bad\u7ec3\u4e0e\u9884\u6d4b":89,"\u9700\u8981\u7684\u8f6f\u786c\u4ef6":105,"\u975e\u6cd5\u6307\u4ee4":88,"\u9884\u6d4b":[136,137],"\u9884\u6d4b\u6d41\u7a0b":4,"\u9884\u6d4bdemo":4,"abstract":[66,73,74,75,76,133],"android\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":129,"api\u4e2d\u6587\u624b\u518c":3,"api\u5bf9\u6bd4\u4ecb\u7ecd":101,"api\u5e93":129,"beam_search\u7684\u751f\u6210":101,"book\u4e2d\u6240\u6709\u7ae0\u8282":80,"book\u6559\u7a0b":95,"case":31,"class":[50,68,71],"cmake\u6e90\u7801\u7f16\u8bd1":88,"dataprovider\u7684\u4ecb\u7ecd":1,"dataprovider\u7684\u4f7f\u7528":2,"filemanager\u8bbe\u8ba1\u6587\u6863":45,"final":55,"float":91,"function":[33,49,50,71],"gpu\u548ccpu\u6df7\u5408\u4f7f\u7528":127,"gpu\u6027\u80fd\u5206\u6790\u4e0e\u8c03\u4f18":114,"gpu\u955c\u50cf\u51fa\u73b0":88,"group\u6559\u7a0b":103,"import":88,"ios\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":130,"kubernetes\u5206\u5e03\u5f0f\u8bad\u7ec3":120,"kubernetes\u5355\u673a\u8bad\u7ec3":119,"mnist\u7684\u4f7f\u7528\u573a\u666f":2,"new":84,"org\u5de5\u5177":110,"paddle\u52a8\u6001\u5e93\u4e2d":60,"paddle\u591a\u8bed\u8a00\u63a5\u53e3\u5b9e\u73b0":60,"paddle\u7248\u672c\u53f7\u4e3a0":88,"paddlepaddle\u53d1\u884c\u89c4\u8303":80,"paddlepaddle\u56de\u5f52\u6d4b\u8bd5\u5217\u8868":80,"paddlepaddle\u73af\u5883\u4f9d\u8d56":97,"paddlepaddle\u7f16\u8bd1\u4f9d\u8d56":94,"pi\u5e73\u53f0\u7f16\u8bd1\u6307\u5357":131,"pod\u95f4\u901a\u4fe1":120,"pydataprovider2\u7684\u4f7f\u7528":2,"python\u4e0ec":113,"python\u4ee3\u7801\u7684\u6027\u80fd\u5206\u6790":113,"python\u63a5\u53e3":136,"python\u76f8\u5173\u7684\u5355\u5143\u6d4b\u8bd5\u90fd\u8fc7\u4e0d\u4e86":88,"python\u811a\u672c\u8bfb\u53d6\u6570\u636e":137,"return":72,"rnn\u76f8\u5173\u6a21\u578b":102,"rnn\u914d\u7f6e":104,"switch":[58,84],"tensor\u4f7f\u7528\u6837\u4f8b":109,"tensor\u5230eigentensor\u7684\u8f6c\u6362":109,"tensor\u6a21\u5757":109,AWS:118,Abs:5,DNS:118,EFS:118,For:33,KMS:118,The:[32,39,44,48,50,51,53,54,62,65,68,77,78],Use:[32,69],Using:[33,39],With:42,about:50,absolut:64,access:118,account:118,accuraci:21,action:[56,57],activ:[5,8,57],adadelta:10,adagrad:10,adagradoptim:23,adam:10,adamax:10,adamaxoptim:23,adamoptim:23,add:[58,118],address:118,addto:8,advanc:84,aggreg:8,aggregatelevel:8,alalysi:37,algorithm:[30,34,63,70,73],all:[81,86],analysi:73,anneal:93,api:[0,3,56,57,61,65,67,71,79,83],appendix:133,applic:3,arbitrari:48,architectur:73,argument:[46,72],arrai:30,array_length:21,array_read:21,array_to_lod_tensor:21,array_writ:21,asset:118,assign:21,associ:[81,118],assumpt:133,async:125,attent:104,attribut:[6,79],auc:7,auto:30,averag:67,avg:11,aws:118,backgraound:30,background:[56,75,76,84,85,86,87],backward:[31,48,51,77],base:[42,64,75],basepool:11,basic:[84,133],batch:72,batch_norm:[8,21],batch_siz:72,beam:64,beam_search:8,beam_search_decod:21,becaus:93,benchmark:[56,57],benefit:[75,77],between:[29,71,77,83,84],bidirectional_gru:9,bidirectional_lstm:9,big:93,bilinear_interp:8,binari:32,bla:94,block:[32,50,51,69,71,77],block_expand:8,blockdesc:69,bootstrap:133,bottleneck:112,brelu:5,bring:133,bucket:118,build:[31,50,77],cach:2,can:81,capi:61,capi_priv:61,cast:21,challeng:[31,70,75],chang:64,check:[8,30],checker:30,checkpoint:[34,35,41],choic:55,choos:[33,118],chunk:7,cifar:14,classif:7,classification_error:7,classification_error_print:7,client:39,clip:8,clone:106,close:30,cloudform:118,cluster:[40,118,133],cmake:[33,56,57],code:[42,71,112,115],column_sum:7,commit:106,compar:133,comparis:71,compat:48,compil:[32,47,48,69,77,115],complet:48,compos:72,comput:[32,51,58,77,79],con:133,concat:[8,21],concept:[71,77,118],concern:57,conclus:[41,52,133],condit:50,config:3,configur:[27,118],conll05:14,connect:8,constantiniti:20,construct:51,content:[2,56,57,61,88,89,91,92,93,100,114,118],context_project:8,control:77,conv2d:21,conv2d_transpos:21,conv:8,conv_oper:8,conv_project:8,conv_shift:8,convert:[41,73,75],core:[30,71,118],corner:31,cos_sim:[8,21],cost:8,cpu:74,creat:[31,72,76,77,81,118],create_arrai:21,creation:[38,67,79],creator:72,credenti:118,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:[47,88,94],cudnn:94,cudnnavg:11,cudnnmax:11,current:[47,78],custom:72,data:[8,12,13,21,34,72,73,118],datafeed:[13,17],dataprovid:[3,125],dataset:[12,14,34,38],datatyp:[13,62],decayedadagrad:10,decayedadagradoptim:23,decod:64,decor:72,deep:[32,48],defin:118,definit:87,delet:118,demo:[50,118],dens:41,depend:50,deploi:42,describ:[48,65],descript:[46,77],design:[29,30,32,34,38,39,40,41,43,44,47,48,49,50,51,54,56,57,58,59,62,63,64,65,66,68,69,71,72,73,74,75,76,77,78,81,82,84,86],destroi:[81,118],detail:37,detect:[7,8],detection_map:7,detection_output:8,develop:77,devic:84,devicecontext:84,dictionari:72,differ:[77,84],directori:118,discrimin:50,discuss:[50,75],dispatch:[34,38],distribut:[29,34,37,42,73,118],dnn:57,doc:[29,32,34,38,39,40,41,44,47,48,49,51,54,56,57,58,59,62,66,68,69,71,72,73,74,75,76,77,78,82,84],docker:[42,105],doe:72,dot_prod:8,dot_product_attent:9,dotmul_oper:8,dotmul_project:8,down:118,download:118,driver:88,drop_out:92,dropout:[8,21],duplic:92,dure:[64,72],dylib:61,dynam:[34,86],dynamic_lstm:21,dynet:52,ec2:118,eigen:109,elast:118,elect:41,elementwise_add:21,elementwise_div:21,els:32,embed:[8,21],engin:50,enough:30,entri:72,environ:42,eos:8,eval:73,evalu:[7,18,43],event:[28,29],evolut:48,examin:112,exampl:[29,33,53,61,76],except:91,execut:[32,48,69,74,77],executor:[19,44],exp:5,expand:[8,100],expandlevel:8,explain:30,extern:118,factor:8,factorization_machin:8,faq:90,fault:34,file:[32,112,118],fill_const:21,fill_constant_batch_size_lik:21,find:118,first_seq:[8,100],float16:47,fluid:[16,48,58,66,115],fork:106,format:[32,34,59],forward:51,frame:32,framework:[30,109],from:[29,41,83],full_matrix_project:8,fulli:8,functor:84,futur:48,gan:50,gate:104,gated_unit:8,gener:[50,64,112,133],get_output:8,give:72,global:[69,71],gpu:125,grad_op:31,gradient:[30,31,39,57,78],gradient_print:7,graident:30,graph:[51,52,75,77,79],group:[8,118],gru:[9,125],gru_group:9,gru_step:8,gru_unit:9,grumemori:8,handler:[29,60],happen:41,hardwar:47,helper:71,hierarchi:32,high:[65,67,79,83],how:[30,37,67,72,77,84],hsigmoid:8,huber_classification_cost:8,huber_regression_cost:8,iam:118,ident:5,identifi:112,identity_project:8,ifels:53,ifelseop:32,illeg:88,imag:[8,9,15,42],imagenet:136,imdb:14,img_cmrnorm:8,img_conv:8,img_conv_bn_pool:9,img_conv_group:[9,22],img_pool:8,imikolov:14,implement:[30,31,33,37,43,47,59,63,66,67,71,72,74,77,78,79],increment:21,infer:[28,91],infershap:[69,82],infervartyp:54,ingredi:29,ingress:45,init_hook:2,initi:[20,39,50,118],input_typ:2,insid:81,inspect:118,instal:[118,133],instanc:118,instead:72,instruct:88,insuffici:88,integr:[84,118],intel:[56,57],interact:83,interfac:[12,13,15,30,34,39,40,44,65,72,76,81],intermedi:77,interpol:8,introduc:[64,86],introduct:79,isn:72,issu:[47,106],job:[34,42,118,119],join:8,kei:[56,62,118],kernel:[58,62,77],kmax_sequence_scor:8,kube:118,kubectl:118,kubernet:[42,118,119],l1decayregular:26,l2_distanc:8,l2decayregular:26,lambda_cost:8,languag:[32,48],larg:37,last_seq:[8,100],layer:[8,21,29,49,56,57,71,92],layout:62,learn:[32,48,93],learnabl:8,less_than:21,leval:83,level:[65,67,79,83],libpaddle_capi_shar:61,libpaddle_capi_whol:61,librari:[39,47,62,77,84],limit:73,linear:5,linear_chain_crf:21,linear_comb:8,list:[35,72],local:[73,76,81,118],lod:64,lod_rank_t:21,lod_tensor_to_arrai:21,lodtensor:[63,64,86],lodtensordesc:87,log:5,logic:38,look:112,low:[67,79,83],lstm:[9,125],lstm_step:8,lstm_unit:21,lstmemori:8,lstmemory_group:9,lstmemory_unit:9,machin:[8,64],macro:77,main:50,manag:33,map:[72,77],master:[34,38,42],math:[8,84],mathemat:30,matrix:57,max:11,max_sequence_len:21,maxframe_print:7,maxid:8,maxid_print:7,maxout:8,mean:21,member:50,memori:[8,63,84,92,101,103],merge_lod_tensor:21,messag:[83,93],method:64,might:50,migrat:77,mileston:77,mini:72,minibatch:13,misc:8,mix:8,mkl:[56,57],mkldnn:58,mkldnn_helper:58,mkldnndevicecontext:58,mnist:14,mobil:132,model:[3,27,29,37,39,41,48,50,59,64,104,136],modul:[77,84,88],momentum:10,momentumoptim:23,more:50,motiv:[31,44,59,66,70],movielen:14,msrainiti:20,mul:21,multi:74,multi_binary_label_cross_entropy_cost:8,multibox_loss:8,multipl:72,multiplex:8,mxnet:52,name:[81,88,92,118],nccl:66,nce:8,necess:71,necessari:77,need:72,nest:63,net:22,network:[9,77,104],neural:104,nlp:[9,125],norm:[8,79],normaliniti:20,note:30,numer:30,numpi:30,nvprof:114,nvvp:114,object:34,offset:64,ones:21,onli:[72,81],op_mak:77,oper:[49,53,58,62,67,69,71,75,77,78,82,86],opinfomap:77,opkernel:[77,84],opproto:83,ops:79,optim:[10,23,34,39,51,65,71],option:46,opwithkernel:77,order:46,org:110,origin:77,orthogon:81,other:57,out_prod:8,output:[8,118],overview:[41,44,56,57,77,81,115],pack:[56,64],packag:33,pad:8,paddl:[37,66,72,81,88,92,109],paddlejob:42,paddlepaddl:[29,32,48,56,57,67,69,73,79,80,88,110,115,118,128],pair:118,paradigm:48,parallel_nn:127,paramattr:24,paramet:[6,8,28,29,34,39,40,42,57,67,68,71,75,79,118],parameteraverageoptim:67,parent:81,part:51,partit:39,path:[41,46],penalti:79,perform:[67,112,125],persist:38,pfsclient:[45,46],pfsserver:45,place:[62,84],placement:73,platform:88,pnpair:7,point:[56,91,118],pool2d:21,pool:[8,11,100],pose:[54,78],potenti:55,power:8,pre:106,precision_recal:7,prefetch:72,prelu:8,prepar:118,principl:58,print:7,privat:118,pro:133,problem:[43,54,55,62,65,78,85],procedur:133,process:[34,39,42,65,77],profil:[25,112],program:[32,48,69,71,74],programdesc:69,project:33,propos:[54,78,79],protobuf:82,protocol:93,provid:[2,72],prune:70,pserver:41,pull:106,push:106,python:[30,42,56,57,63,65,67,71,72,73,79,83,87,112],qualiti:77,queue:[34,38],rank:7,rank_cost:8,raspberri:131,rate:93,reader:[12,13,29,72],realiz:77,recoveri:34,recurr:[8,9,92,103,104],recurrent_group:8,reduce_max:21,reduce_mean:21,reduce_min:21,reduce_sum:21,ref:30,refactor:77,refer:[2,56,57,73,75],region:118,regist:[54,77,83],registr:[77,78],registri:77,regular:[26,39,79],reject:93,rel:64,relat:[77,86],relu:5,remot:[40,76],render:118,repeat:8,represent:[32,77],request:106,requir:[33,50],reshap:[8,21],resiz:8,resnet:136,retri:38,reus:71,rmsprop:10,rnn:[63,86,101,125],rnnop:[32,63,77],roi_pool:8,rotat:8,route53:118,row:82,row_conv:8,row_l2_norm:8,run:[44,115],runtim:[42,73],sampl:8,sampling_id:8,save:41,scale:[8,21,34],scale_shift:8,scaling_project:8,scope:[32,63,77,81],search:64,secur:118,select:[39,82],selectedrow:82,selective_fc:8,sentiment:14,separ:77,seq_concat:8,seq_reshap:8,seq_slic:8,seqtext_print:7,sequenc:[64,104],sequence_conv:21,sequence_conv_pool:[9,22],sequence_expand:21,sequence_first_step:21,sequence_last_step:21,sequence_pool:21,sequence_softmax:21,sequencesoftmax:5,server:[34,38,39,42,75,118],servic:118,session:[73,76],setup:118,sextant:133,sgd:125,sgdoptim:23,shape:64,share:[29,31,81],should:81,shrink_memori:21,shuffl:72,sigmoid:[5,21],sigmoid_cross_entropy_with_logit:21,simpl:64,simple_attent:9,simple_gru2:9,simple_gru:9,simple_img_conv_pool:[9,22],simple_lstm:9,singl:72,slice:8,slice_project:8,slope_intercept:8,small_vgg:9,smooth_l1_cost:8,softmax:5,softrelu:5,softsign:5,solut:[54,55,56,62,70,78,85],sourc:115,spars:[39,40,41,82],split_lod_tensor:21,spp:8,squar:5,square_error_cost:[8,21],squarerootn:11,stack:32,stanh:5,start:[29,118],statement:43,step:63,storag:79,store:34,sub_nested_seq:8,sub_seq:8,subcommond:46,submit:42,suffici:72,suitabl:33,sulut:58,sum:[7,11,21],sum_cost:8,sum_to_one_norm:8,summar:29,summari:59,support:[47,66,84,86,88],survei:[47,52,79,133],synopsi:46,system:[48,118],tabl:61,table_project:8,tanh:5,task:[34,38],tear:118,tecton:133,templat:118,tensor:[8,77,84,109],tensorarrai:[64,86],tensordesc:87,tensorflow:52,test:[56,57,58],text_conv_pool:9,theori:30,thi:[81,88],think:50,three:86,time:115,timelin:41,todo:[35,36,74],togeth:81,toler:34,too:93,tool:[33,133],topic:84,topk:21,toward:48,train:[28,29,34,37,40,42,65,72,73,118],trainer:[28,34,39,41,42,118],tran:8,trans_full_matrix_project:8,translat:64,transpil:[66,74],transpos:21,tune:125,ture:48,two:30,type:62,uci_h:14,uniform:86,uniforminiti:20,unit:[56,57,58],unpack:64,updat:[29,40,41,118],usag:[31,63,64,72],use:[37,72],user:34,util:7,value_print:7,vardesc:87,variabl:[31,71,77,81,87],verifi:118,version:[47,88],vgg_16_network:9,volum:118,vpc:118,warp_ctc:8,weightdecayregular:26,what:[37,41],wheel:88,when:[41,81],whl:88,why:[47,48,67,72,77,86],wmt14:14,xavieriniti:20,zero:21,zoo:136}})